
=== Start adding workers ===
=> Add worker SGDMWorker(index=0, momentum=0.9)
=> Add worker SGDMWorker(index=1, momentum=0.9)
=> Add worker SGDMWorker(index=2, momentum=0.9)
=> Add worker SGDMWorker(index=3, momentum=0.9)
=> Add worker SGDMWorker(index=4, momentum=0.9)
=> Add worker SGDMWorker(index=5, momentum=0.9)
=> Add worker SGDMWorker(index=6, momentum=0.9)
=> Add worker SGDMWorker(index=7, momentum=0.9)
=> Add worker SGDMWorker(index=8, momentum=0.9)
=> Add worker SGDMWorker(index=9, momentum=0.9)
=> Add worker SGDMWorker(index=10, momentum=0.9)
=> 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: 2.2683 top1= 19.3182

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



=== Log clique consensus distance @ E1B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.001


[E 1B20 |   8064/60000 ( 13%) ] Loss: 2.1983 top1= 28.1250

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



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1224 top1= 46.6446


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1177 top1= 50.6010


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1156 top1= 43.7300

Train epoch 2
[E 2B0  |    384/60000 (  1%) ] Loss: 2.1143 top1= 38.0682

=== Log global consensus distance @ E2B0 ===
consensus_distance=0.001



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


[E 2B10 |   4224/60000 (  7%) ] Loss: 2.0066 top1= 48.5795

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



=== Log clique consensus distance @ E2B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.003


[E 2B20 |   8064/60000 ( 13%) ] Loss: 1.8348 top1= 57.6705

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



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.6590 top1= 67.8385


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6449 top1= 69.2007


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.6429 top1= 66.3762

Train epoch 3
[E 3B0  |    384/60000 (  1%) ] Loss: 1.6749 top1= 60.7955

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



=== Log clique consensus distance @ E3B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.006


[E 3B10 |   4224/60000 (  7%) ] Loss: 1.4436 top1= 64.2045

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



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


[E 3B20 |   8064/60000 ( 13%) ] Loss: 1.1896 top1= 70.1705

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



=== Log clique consensus distance @ E3B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.009



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9424 top1= 79.9279


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.9285 top1= 79.1967


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.9246 top1= 80.3486

Train epoch 4
[E 4B0  |    384/60000 (  1%) ] Loss: 1.0352 top1= 71.8750

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



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


[E 4B10 |   4224/60000 (  7%) ] Loss: 0.8844 top1= 76.7045

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



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


[E 4B20 |   8064/60000 ( 13%) ] Loss: 0.7349 top1= 78.9773

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



=== Log clique consensus distance @ E4B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.013



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5959 top1= 85.0962


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5966 top1= 84.3349


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5828 top1= 85.7472

Train epoch 5
[E 5B0  |    384/60000 (  1%) ] Loss: 0.7055 top1= 80.1136

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



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


[E 5B10 |   4224/60000 (  7%) ] Loss: 0.6535 top1= 83.5227

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



=== Log clique consensus distance @ E5B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.015


[E 5B20 |   8064/60000 ( 13%) ] Loss: 0.5523 top1= 82.6705

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



=== Log clique consensus distance @ E5B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.016



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4763 top1= 87.5801


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.4779 top1= 87.2496


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.4683 top1= 87.7504

Train epoch 6
[E 6B0  |    384/60000 (  1%) ] Loss: 0.5651 top1= 84.0909

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



=== Log clique consensus distance @ E6B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.017


[E 6B10 |   4224/60000 (  7%) ] Loss: 0.5496 top1= 86.3636

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



=== Log clique consensus distance @ E6B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.018


[E 6B20 |   8064/60000 ( 13%) ] Loss: 0.4561 top1= 87.2159

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



=== Log clique consensus distance @ E6B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.019



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4196 top1= 88.4916


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.4230 top1= 88.1911


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.4131 top1= 88.7119

Train epoch 7
[E 7B0  |    384/60000 (  1%) ] Loss: 0.4890 top1= 86.9318

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



=== Log clique consensus distance @ E7B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.020


[E 7B10 |   4224/60000 (  7%) ] Loss: 0.4894 top1= 87.5000

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



=== Log clique consensus distance @ E7B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.020


[E 7B20 |   8064/60000 ( 13%) ] Loss: 0.3965 top1= 87.7841

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



=== Log clique consensus distance @ E7B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.021



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3851 top1= 89.2127


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3897 top1= 88.9423


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3798 top1= 89.4631

Train epoch 8
[E 8B0  |    384/60000 (  1%) ] Loss: 0.4410 top1= 87.5000

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



=== Log clique consensus distance @ E8B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.021


[E 8B10 |   4224/60000 (  7%) ] Loss: 0.4474 top1= 88.0682

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



=== Log clique consensus distance @ E8B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.021


[E 8B20 |   8064/60000 ( 13%) ] Loss: 0.3550 top1= 91.1932

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



=== Log clique consensus distance @ E8B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.022



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3609 top1= 89.7937


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3662 top1= 89.5333


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3561 top1= 89.8538

Train epoch 9
[E 9B0  |    384/60000 (  1%) ] Loss: 0.4052 top1= 87.7841

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



=== Log clique consensus distance @ E9B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.022


[E 9B10 |   4224/60000 (  7%) ] Loss: 0.4154 top1= 88.6364

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



=== Log clique consensus distance @ E9B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.022


[E 9B20 |   8064/60000 ( 13%) ] Loss: 0.3241 top1= 93.4659

=== Log global consensus distance @ E9B20 ===
consensus_distance=0.005



=== Log clique consensus distance @ E9B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.022



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3427 top1= 90.4046


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3481 top1= 90.0641


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3384 top1= 90.3846

Train epoch 10
[E10B0  |    384/60000 (  1%) ] Loss: 0.3748 top1= 89.4886

=== Log global consensus distance @ E10B0 ===
consensus_distance=0.005



=== Log clique consensus distance @ E10B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.023


[E10B10 |   4224/60000 (  7%) ] Loss: 0.3876 top1= 89.4886

=== Log global consensus distance @ E10B10 ===
consensus_distance=0.005



=== Log clique consensus distance @ E10B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.022


[E10B20 |   8064/60000 ( 13%) ] Loss: 0.2985 top1= 94.0341

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



=== Log clique consensus distance @ E10B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.023



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3275 top1= 90.7652


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3332 top1= 90.4147


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3233 top1= 90.7752

Train epoch 11
[E11B0  |    384/60000 (  1%) ] Loss: 0.3490 top1= 90.0568

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



=== Log clique consensus distance @ E11B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.023


[E11B10 |   4224/60000 (  7%) ] Loss: 0.3642 top1= 90.6250

=== Log global consensus distance @ E11B10 ===
consensus_distance=0.005



=== Log clique consensus distance @ E11B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.022


[E11B20 |   8064/60000 ( 13%) ] Loss: 0.2765 top1= 94.8864

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



=== Log clique consensus distance @ E11B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.023



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3147 top1= 91.1158


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3204 top1= 90.6550


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3109 top1= 90.9956

Train epoch 12
[E12B0  |    384/60000 (  1%) ] Loss: 0.3258 top1= 91.4773

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



=== Log clique consensus distance @ E12B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.023


[E12B10 |   4224/60000 (  7%) ] Loss: 0.3429 top1= 92.0455

=== Log global consensus distance @ E12B10 ===
consensus_distance=0.005



=== Log clique consensus distance @ E12B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.022


[E12B20 |   8064/60000 ( 13%) ] Loss: 0.2583 top1= 95.1705

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



=== Log clique consensus distance @ E12B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.023



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3033 top1= 91.4463


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3090 top1= 90.9155


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3001 top1= 91.3962

Train epoch 13
[E13B0  |    384/60000 (  1%) ] Loss: 0.3053 top1= 92.6136

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



=== Log clique consensus distance @ E13B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.023


[E13B10 |   4224/60000 (  7%) ] Loss: 0.3218 top1= 92.6136

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



=== Log clique consensus distance @ E13B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.022


[E13B20 |   8064/60000 ( 13%) ] Loss: 0.2430 top1= 95.4545

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



=== Log clique consensus distance @ E13B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.023



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2934 top1= 91.7067


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2987 top1= 91.1859


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2906 top1= 91.6366

Train epoch 14
[E14B0  |    384/60000 (  1%) ] Loss: 0.2859 top1= 92.8977

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



=== Log clique consensus distance @ E14B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.023


[E14B10 |   4224/60000 (  7%) ] Loss: 0.3039 top1= 93.1818

=== Log global consensus distance @ E14B10 ===
consensus_distance=0.005



=== Log clique consensus distance @ E14B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.022


[E14B20 |   8064/60000 ( 13%) ] Loss: 0.2290 top1= 95.7386

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



=== Log clique consensus distance @ E14B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.023



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2844 top1= 91.9171


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2889 top1= 91.4563


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2817 top1= 91.9271

Train epoch 15
[E15B0  |    384/60000 (  1%) ] Loss: 0.2679 top1= 93.4659

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



=== Log clique consensus distance @ E15B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.022


[E15B10 |   4224/60000 (  7%) ] Loss: 0.2862 top1= 93.4659

=== Log global consensus distance @ E15B10 ===
consensus_distance=0.005



=== Log clique consensus distance @ E15B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.022


[E15B20 |   8064/60000 ( 13%) ] Loss: 0.2163 top1= 95.7386

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



=== Log clique consensus distance @ E15B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.023



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2768 top1= 92.0573


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2810 top1= 91.7067


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2743 top1= 92.0673

Train epoch 16
[E16B0  |    384/60000 (  1%) ] Loss: 0.2519 top1= 93.7500

=== Log global consensus distance @ E16B0 ===
consensus_distance=0.005



=== Log clique consensus distance @ E16B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.022


[E16B10 |   4224/60000 (  7%) ] Loss: 0.2715 top1= 93.7500

=== Log global consensus distance @ E16B10 ===
consensus_distance=0.005



=== Log clique consensus distance @ E16B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.022


[E16B20 |   8064/60000 ( 13%) ] Loss: 0.2049 top1= 95.4545

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



=== Log clique consensus distance @ E16B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.022



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2696 top1= 92.2476


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2732 top1= 91.9271


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2675 top1= 92.2075

Train epoch 17
[E17B0  |    384/60000 (  1%) ] Loss: 0.2371 top1= 93.7500

=== Log global consensus distance @ E17B0 ===
consensus_distance=0.005



=== Log clique consensus distance @ E17B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.022


[E17B10 |   4224/60000 (  7%) ] Loss: 0.2574 top1= 94.0341

=== Log global consensus distance @ E17B10 ===
consensus_distance=0.005



=== Log clique consensus distance @ E17B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.022


[E17B20 |   8064/60000 ( 13%) ] Loss: 0.1928 top1= 96.5909

=== Log global consensus distance @ E17B20 ===
consensus_distance=0.005



=== Log clique consensus distance @ E17B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.022



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2630 top1= 92.4279


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2667 top1= 92.1775


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2609 top1= 92.4079

Train epoch 18
[E18B0  |    384/60000 (  1%) ] Loss: 0.2216 top1= 94.3182

=== Log global consensus distance @ E18B0 ===
consensus_distance=0.005



=== Log clique consensus distance @ E18B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.022


[E18B10 |   4224/60000 (  7%) ] Loss: 0.2444 top1= 94.3182

=== Log global consensus distance @ E18B10 ===
consensus_distance=0.005



=== Log clique consensus distance @ E18B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.021


[E18B20 |   8064/60000 ( 13%) ] Loss: 0.1826 top1= 96.5909

=== Log global consensus distance @ E18B20 ===
consensus_distance=0.005



=== Log clique consensus distance @ E18B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.022



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2572 top1= 92.6082


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2607 top1= 92.3377


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2551 top1= 92.5280

Train epoch 19
[E19B0  |    384/60000 (  1%) ] Loss: 0.2083 top1= 94.3182

=== Log global consensus distance @ E19B0 ===
consensus_distance=0.005



=== Log clique consensus distance @ E19B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.021


[E19B10 |   4224/60000 (  7%) ] Loss: 0.2318 top1= 94.6023

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



=== Log clique consensus distance @ E19B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.021


[E19B20 |   8064/60000 ( 13%) ] Loss: 0.1730 top1= 97.1591

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



=== Log clique consensus distance @ E19B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.022



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2513 top1= 92.7284


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2542 top1= 92.5982


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2498 top1= 92.5881

Train epoch 20
[E20B0  |    384/60000 (  1%) ] Loss: 0.1956 top1= 94.3182

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



=== Log clique consensus distance @ E20B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.021


[E20B10 |   4224/60000 (  7%) ] Loss: 0.2199 top1= 94.6023

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



=== Log clique consensus distance @ E20B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.021


[E20B20 |   8064/60000 ( 13%) ] Loss: 0.1630 top1= 97.4432

=== 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=0.2461 top1= 92.8085


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2493 top1= 92.7384


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2446 top1= 92.7384

Train epoch 21
[E21B0  |    384/60000 (  1%) ] Loss: 0.1840 top1= 94.3182

=== 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 |   4224/60000 (  7%) ] Loss: 0.2077 top1= 94.8864

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



=== Log clique consensus distance @ E21B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.021


[E21B20 |   8064/60000 ( 13%) ] Loss: 0.1546 top1= 97.4432

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



=== Log clique consensus distance @ E21B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.021



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2414 top1= 92.9487


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2448 top1= 92.8285


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2400 top1= 92.8185

Train epoch 22
[E22B0  |    384/60000 (  1%) ] Loss: 0.1722 top1= 94.6023

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



=== Log clique consensus distance @ E22B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.021


[E22B10 |   4224/60000 (  7%) ] Loss: 0.1968 top1= 94.8864

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



=== Log clique consensus distance @ E22B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.020


[E22B20 |   8064/60000 ( 13%) ] Loss: 0.1465 top1= 97.7273

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



=== Log clique consensus distance @ E22B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.021



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2368 top1= 93.0689


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2407 top1= 92.9087


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2354 top1= 92.9287

Train epoch 23
[E23B0  |    384/60000 (  1%) ] Loss: 0.1618 top1= 95.7386

=== 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: 0.1861 top1= 95.4545

=== 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: 0.1387 top1= 98.2955

=== 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=0.2328 top1= 93.1390


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2366 top1= 93.0088


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2314 top1= 93.0088

Train epoch 24
[E24B0  |    384/60000 (  1%) ] Loss: 0.1508 top1= 96.0227

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



=== Log clique consensus distance @ E24B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.020


[E24B10 |   4224/60000 (  7%) ] Loss: 0.1759 top1= 95.4545

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



=== Log clique consensus distance @ E24B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.020


[E24B20 |   8064/60000 ( 13%) ] Loss: 0.1317 top1= 98.5795

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



=== Log clique consensus distance @ E24B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.020



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2288 top1= 93.1390


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2322 top1= 93.1791


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2274 top1= 93.0789

Train epoch 25
[E25B0  |    384/60000 (  1%) ] Loss: 0.1413 top1= 96.3068

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



=== Log clique consensus distance @ E25B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.019


[E25B10 |   4224/60000 (  7%) ] Loss: 0.1655 top1= 96.0227

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



=== Log clique consensus distance @ E25B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.019


[E25B20 |   8064/60000 ( 13%) ] Loss: 0.1246 top1= 98.5795

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



=== Log clique consensus distance @ E25B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.020



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2250 top1= 93.2492


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2287 top1= 93.2893


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2238 top1= 93.1591

Train epoch 26
[E26B0  |    384/60000 (  1%) ] Loss: 0.1321 top1= 96.5909

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



=== Log clique consensus distance @ E26B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.019


[E26B10 |   4224/60000 (  7%) ] Loss: 0.1561 top1= 96.3068

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



=== Log clique consensus distance @ E26B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.019


[E26B20 |   8064/60000 ( 13%) ] Loss: 0.1184 top1= 98.5795

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



=== Log clique consensus distance @ E26B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.019



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2220 top1= 93.2692


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2262 top1= 93.3193


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2206 top1= 93.2292

Train epoch 27
[E27B0  |    384/60000 (  1%) ] Loss: 0.1232 top1= 96.5909

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



=== Log clique consensus distance @ E27B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.019


[E27B10 |   4224/60000 (  7%) ] Loss: 0.1466 top1= 96.8750

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



=== Log clique consensus distance @ E27B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.018


[E27B20 |   8064/60000 ( 13%) ] Loss: 0.1121 top1= 98.5795

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



=== Log clique consensus distance @ E27B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.019



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2190 top1= 93.3494


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2228 top1= 93.4295


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2179 top1= 93.3293

Train epoch 28
[E28B0  |    384/60000 (  1%) ] Loss: 0.1151 top1= 96.5909

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



=== Log clique consensus distance @ E28B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.018


[E28B10 |   4224/60000 (  7%) ] Loss: 0.1378 top1= 97.1591

=== Log global consensus distance @ E28B10 ===
consensus_distance=0.005



=== Log clique consensus distance @ E28B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.018


[E28B20 |   8064/60000 ( 13%) ] Loss: 0.1059 top1= 98.5795

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



=== Log clique consensus distance @ E28B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.018



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2163 top1= 93.4195


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2202 top1= 93.4295


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2151 top1= 93.5096

Train epoch 29
[E29B0  |    384/60000 (  1%) ] Loss: 0.1074 top1= 96.8750

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



=== Log clique consensus distance @ E29B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.018


[E29B10 |   4224/60000 (  7%) ] Loss: 0.1292 top1= 97.1591

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



=== Log clique consensus distance @ E29B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.017


[E29B20 |   8064/60000 ( 13%) ] Loss: 0.1003 top1= 98.5795

=== Log global consensus distance @ E29B20 ===
consensus_distance=0.005



=== Log clique consensus distance @ E29B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.018



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2141 top1= 93.5296


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2179 top1= 93.5296


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2130 top1= 93.5597

Train epoch 30
[E30B0  |    384/60000 (  1%) ] Loss: 0.1007 top1= 97.4432

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



=== Log clique consensus distance @ E30B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.017


[E30B10 |   4224/60000 (  7%) ] Loss: 0.1211 top1= 97.1591

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



=== Log clique consensus distance @ E30B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.017


[E30B20 |   8064/60000 ( 13%) ] Loss: 0.0951 top1= 98.5795

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



=== Log clique consensus distance @ E30B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.017



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2117 top1= 93.6398


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2156 top1= 93.5897


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2107 top1= 93.6599

Train epoch 31
[E31B0  |    384/60000 (  1%) ] Loss: 0.0944 top1= 97.4432

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



=== Log clique consensus distance @ E31B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.016


[E31B10 |   4224/60000 (  7%) ] Loss: 0.1135 top1= 97.4432

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



=== Log clique consensus distance @ E31B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.016


[E31B20 |   8064/60000 ( 13%) ] Loss: 0.0901 top1= 99.1477

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



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2093 top1= 93.6699


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2134 top1= 93.6198


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2081 top1= 93.7400

Train epoch 32
[E32B0  |    384/60000 (  1%) ] Loss: 0.0880 top1= 98.5795

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



=== Log clique consensus distance @ E32B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.016


[E32B10 |   4224/60000 (  7%) ] Loss: 0.1069 top1= 98.5795

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



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


[E32B20 |   8064/60000 ( 13%) ] Loss: 0.0853 top1= 99.1477

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



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2077 top1= 93.7901


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2121 top1= 93.6699


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2065 top1= 93.7700

Train epoch 33
[E33B0  |    384/60000 (  1%) ] Loss: 0.0837 top1= 98.8636

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



=== Log clique consensus distance @ E33B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.015


[E33B10 |   4224/60000 (  7%) ] Loss: 0.1006 top1= 98.8636

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



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


[E33B20 |   8064/60000 ( 13%) ] Loss: 0.0803 top1= 99.1477

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



=== Log clique consensus distance @ E33B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.015



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2053 top1= 93.8101


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2101 top1= 93.6799


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2042 top1= 93.7800

Train epoch 34
[E34B0  |    384/60000 (  1%) ] Loss: 0.0783 top1= 99.4318

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



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


[E34B10 |   4224/60000 (  7%) ] Loss: 0.0942 top1= 99.1477

=== Log global consensus distance @ E34B10 ===
consensus_distance=0.004



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


[E34B20 |   8064/60000 ( 13%) ] Loss: 0.0753 top1= 99.1477

=== Log global consensus distance @ E34B20 ===
consensus_distance=0.004



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2039 top1= 93.8502


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2088 top1= 93.6999


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2026 top1= 93.8201

Train epoch 35
[E35B0  |    384/60000 (  1%) ] Loss: 0.0736 top1= 99.7159

=== Log global consensus distance @ E35B0 ===
consensus_distance=0.004



=== Log clique consensus distance @ E35B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.014


[E35B10 |   4224/60000 (  7%) ] Loss: 0.0891 top1= 99.4318

=== Log global consensus distance @ E35B10 ===
consensus_distance=0.004



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


[E35B20 |   8064/60000 ( 13%) ] Loss: 0.0712 top1= 99.4318

=== Log global consensus distance @ E35B20 ===
consensus_distance=0.004



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2022 top1= 93.8502


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2073 top1= 93.7600


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2010 top1= 93.8602

Train epoch 36
[E36B0  |    384/60000 (  1%) ] Loss: 0.0695 top1= 99.7159

=== Log global consensus distance @ E36B0 ===
consensus_distance=0.004



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


[E36B10 |   4224/60000 (  7%) ] Loss: 0.0832 top1= 99.4318

=== Log global consensus distance @ E36B10 ===
consensus_distance=0.004



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


[E36B20 |   8064/60000 ( 13%) ] Loss: 0.0673 top1= 99.4318

=== Log global consensus distance @ E36B20 ===
consensus_distance=0.004



=== Log clique consensus distance @ E36B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.014



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2008 top1= 93.8301


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2063 top1= 93.8001


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.1995 top1= 93.9503

Train epoch 37
[E37B0  |    384/60000 (  1%) ] Loss: 0.0656 top1= 99.7159

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



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


[E37B10 |   4224/60000 (  7%) ] Loss: 0.0783 top1= 99.7159

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



=== Log clique consensus distance @ E37B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.013


[E37B20 |   8064/60000 ( 13%) ] Loss: 0.0632 top1= 99.4318

=== Log global consensus distance @ E37B20 ===
consensus_distance=0.004



=== Log clique consensus distance @ E37B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.013



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.1996 top1= 93.8802


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2055 top1= 93.8201


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.1984 top1= 93.9603

Train epoch 38
[E38B0  |    384/60000 (  1%) ] Loss: 0.0625 top1= 99.7159

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



=== Log clique consensus distance @ E38B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.013


[E38B10 |   4224/60000 (  7%) ] Loss: 0.0741 top1= 99.7159

=== 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 |   8064/60000 ( 13%) ] Loss: 0.0596 top1= 99.4318

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



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.1983 top1= 93.9503


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2045 top1= 93.7300


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.1971 top1= 94.0304

Train epoch 39
[E39B0  |    384/60000 (  1%) ] Loss: 0.0590 top1= 99.7159

=== 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 |   4224/60000 (  7%) ] Loss: 0.0692 top1= 99.7159

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



=== Log clique consensus distance @ E39B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.012


[E39B20 |   8064/60000 ( 13%) ] Loss: 0.0549 top1= 99.4318

=== 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=0.1975 top1= 93.9704


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2041 top1= 93.7700


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.1963 top1= 94.0204

Train epoch 40
[E40B0  |    384/60000 (  1%) ] Loss: 0.0562 top1= 99.7159

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



=== Log clique consensus distance @ E40B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.011


[E40B10 |   4224/60000 (  7%) ] Loss: 0.0657 top1= 99.7159

=== 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 |   8064/60000 ( 13%) ] Loss: 0.0514 top1= 99.4318

=== 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=0.1967 top1= 93.9503


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2032 top1= 93.7700


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.1956 top1= 94.0905

