
=== 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 ByzantineWorker(index=11)
=> Add worker ByzantineWorker(index=12)
=> Add worker ByzantineWorker(index=13)

=== Start adding graph ===
TwoCliquesWithByzantine(m=5,b=3)

Train epoch 1
[E 1B0  |    448/60000 (  1%) ] Loss: 2.3005 top1=  9.0909

=== Peeking data label distribution E1B0 ===
Worker 0 has targets: tensor([9, 4, 6, 0, 0], device='cuda:0')
Worker 1 has targets: tensor([3, 0, 5, 1, 7], device='cuda:0')
Worker 2 has targets: tensor([5, 6, 5, 4, 9], device='cuda:0')
Worker 3 has targets: tensor([4, 8, 4, 4, 2], device='cuda:0')
Worker 4 has targets: tensor([7, 9, 7, 0, 6], device='cuda:0')
Worker 5 has targets: tensor([4, 9, 4, 0, 8], device='cuda:0')
Worker 6 has targets: tensor([9, 3, 1, 7, 7], device='cuda:0')
Worker 7 has targets: tensor([6, 1, 8, 0, 7], device='cuda:0')
Worker 8 has targets: tensor([8, 3, 7, 6, 2], device='cuda:0')
Worker 9 has targets: tensor([8, 2, 3, 7, 8], device='cuda:0')
Worker 10 has targets: tensor([7, 5, 3, 8, 8], device='cuda:0')
Worker 11 has targets: tensor([4, 0, 5, 9, 5], device='cuda:0')
Worker 12 has targets: tensor([8, 2, 1, 2, 7], device='cuda:0')
Worker 13 has targets: tensor([9, 1, 6, 1, 1], 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 |   4928/60000 (  8%) ] Loss: 2.2540 top1= 20.1705

=== 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 |   9408/60000 ( 16%) ] Loss: 2.1994 top1= 28.6932

=== 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=2.0996 top1= 50.4507


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1011 top1= 52.9948


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0975 top1= 47.2456

Train epoch 2
[E 2B0  |    448/60000 (  1%) ] Loss: 2.0957 top1= 39.7727

=== 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 |   4928/60000 (  8%) ] Loss: 1.9423 top1= 55.1136

=== 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 |   9408/60000 ( 16%) ] Loss: 1.7761 top1= 59.9432

=== 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=1.5438 top1= 68.3794


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5468 top1= 69.2808


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.5422 top1= 67.4980

Train epoch 3
[E 3B0  |    448/60000 (  1%) ] Loss: 1.5764 top1= 60.5114

=== 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 |   4928/60000 (  8%) ] Loss: 1.2823 top1= 69.6023

=== 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 |   9408/60000 ( 16%) ] Loss: 1.0279 top1= 77.2727

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



=== Log clique consensus distance @ E3B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.010



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8104 top1= 80.6090


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.8132 top1= 80.8093


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.8074 top1= 81.4704

Train epoch 4
[E 4B0  |    448/60000 (  1%) ] Loss: 0.9290 top1= 75.2841

=== 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 |   4928/60000 (  8%) ] Loss: 0.7395 top1= 80.1136

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



=== Log clique consensus distance @ E4B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.013


[E 4B20 |   9408/60000 ( 16%) ] Loss: 0.6261 top1= 84.0909

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



=== Log clique consensus distance @ E4B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.014



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5319 top1= 86.2981


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5355 top1= 86.3582


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5296 top1= 86.5685

Train epoch 5
[E 5B0  |    448/60000 (  1%) ] Loss: 0.6286 top1= 81.5341

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



=== Log clique consensus distance @ E5B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.016


[E 5B10 |   4928/60000 (  8%) ] Loss: 0.5274 top1= 84.3750

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



=== Log clique consensus distance @ E5B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.016


[E 5B20 |   9408/60000 ( 16%) ] Loss: 0.4732 top1= 88.0682

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



=== Log clique consensus distance @ E5B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.017



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4353 top1= 88.3514


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.4390 top1= 88.2612


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.4354 top1= 88.2312

Train epoch 6
[E 6B0  |    448/60000 (  1%) ] Loss: 0.4934 top1= 85.7955

=== Log global consensus distance @ E6B0 ===
consensus_distance=0.005



=== Log clique consensus distance @ E6B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.019


[E 6B10 |   4928/60000 (  8%) ] Loss: 0.4324 top1= 88.3523

=== Log global consensus distance @ E6B10 ===
consensus_distance=0.005



=== Log clique consensus distance @ E6B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.019


[E 6B20 |   9408/60000 ( 16%) ] Loss: 0.3993 top1= 90.3409

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



=== Log clique consensus distance @ E6B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.020



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3860 top1= 89.3329


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3893 top1= 89.2228


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3881 top1= 89.2027

Train epoch 7
[E 7B0  |    448/60000 (  1%) ] Loss: 0.4148 top1= 87.7841

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



=== Log clique consensus distance @ E7B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.021


[E 7B10 |   4928/60000 (  8%) ] Loss: 0.3770 top1= 90.0568

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



=== Log clique consensus distance @ E7B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.021


[E 7B20 |   9408/60000 ( 16%) ] Loss: 0.3539 top1= 90.6250

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



=== Log clique consensus distance @ E7B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.022



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3557 top1= 89.9740


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3585 top1= 89.8337


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3586 top1= 89.8438

Train epoch 8
[E 8B0  |    448/60000 (  1%) ] Loss: 0.3629 top1= 88.6364

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



=== Log clique consensus distance @ E8B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.023


[E 8B10 |   4928/60000 (  8%) ] Loss: 0.3386 top1= 91.1932

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



=== Log clique consensus distance @ E8B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.023


[E 8B20 |   9408/60000 ( 16%) ] Loss: 0.3220 top1= 90.9091

=== Log global consensus distance @ E8B20 ===
consensus_distance=0.006



=== Log clique consensus distance @ E8B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.023



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3347 top1= 90.4347


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3369 top1= 90.3646


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3386 top1= 90.1442

Train epoch 9
[E 9B0  |    448/60000 (  1%) ] Loss: 0.3262 top1= 90.0568

=== Log global consensus distance @ E9B0 ===
consensus_distance=0.006



=== Log clique consensus distance @ E9B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.024


[E 9B10 |   4928/60000 (  8%) ] Loss: 0.3095 top1= 91.4773

=== Log global consensus distance @ E9B10 ===
consensus_distance=0.006



=== Log clique consensus distance @ E9B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.024


[E 9B20 |   9408/60000 ( 16%) ] Loss: 0.2964 top1= 91.4773

=== Log global consensus distance @ E9B20 ===
consensus_distance=0.006



=== Log clique consensus distance @ E9B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.024



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3188 top1= 90.7352


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3203 top1= 90.7252


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3232 top1= 90.4748

Train epoch 10
[E10B0  |    448/60000 (  1%) ] Loss: 0.2978 top1= 91.4773

=== Log global consensus distance @ E10B0 ===
consensus_distance=0.006



=== Log clique consensus distance @ E10B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.025


[E10B10 |   4928/60000 (  8%) ] Loss: 0.2858 top1= 92.0455

=== Log global consensus distance @ E10B10 ===
consensus_distance=0.006



=== Log clique consensus distance @ E10B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.024


[E10B20 |   9408/60000 ( 16%) ] Loss: 0.2748 top1= 92.0455

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



=== Log clique consensus distance @ E10B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.024



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3062 top1= 90.9655


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3072 top1= 91.0056


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3109 top1= 90.7652

Train epoch 11
[E11B0  |    448/60000 (  1%) ] Loss: 0.2745 top1= 91.4773

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



=== Log clique consensus distance @ E11B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.025


[E11B10 |   4928/60000 (  8%) ] Loss: 0.2649 top1= 92.3295

=== Log global consensus distance @ E11B10 ===
consensus_distance=0.006



=== Log clique consensus distance @ E11B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.025


[E11B20 |   9408/60000 ( 16%) ] Loss: 0.2559 top1= 92.6136

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



=== Log clique consensus distance @ E11B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.025



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2957 top1= 91.2660


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2966 top1= 91.2460


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3007 top1= 91.1558

Train epoch 12
[E12B0  |    448/60000 (  1%) ] Loss: 0.2543 top1= 92.0455

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



=== Log clique consensus distance @ E12B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.025


[E12B10 |   4928/60000 (  8%) ] Loss: 0.2469 top1= 93.1818

=== Log global consensus distance @ E12B10 ===
consensus_distance=0.006



=== Log clique consensus distance @ E12B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.025


[E12B20 |   9408/60000 ( 16%) ] Loss: 0.2368 top1= 92.8977

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



=== Log clique consensus distance @ E12B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.025



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2866 top1= 91.6567


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2872 top1= 91.4563


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2916 top1= 91.5264

Train epoch 13
[E13B0  |    448/60000 (  1%) ] Loss: 0.2361 top1= 92.8977

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



=== Log clique consensus distance @ E13B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.026


[E13B10 |   4928/60000 (  8%) ] Loss: 0.2296 top1= 94.0341

=== Log global consensus distance @ E13B10 ===
consensus_distance=0.006



=== Log clique consensus distance @ E13B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.025


[E13B20 |   9408/60000 ( 16%) ] Loss: 0.2201 top1= 92.8977

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



=== Log clique consensus distance @ E13B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.025



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2790 top1= 91.8470


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2794 top1= 91.7468


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2842 top1= 91.6867

Train epoch 14
[E14B0  |    448/60000 (  1%) ] Loss: 0.2201 top1= 93.1818

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



=== Log clique consensus distance @ E14B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.026


[E14B10 |   4928/60000 (  8%) ] Loss: 0.2152 top1= 94.3182

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



=== Log clique consensus distance @ E14B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.025


[E14B20 |   9408/60000 ( 16%) ] Loss: 0.2039 top1= 93.4659

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



=== Log clique consensus distance @ E14B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.025



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2720 top1= 92.1174


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2726 top1= 91.9671


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2773 top1= 91.8870

Train epoch 15
[E15B0  |    448/60000 (  1%) ] Loss: 0.2059 top1= 93.7500

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



=== Log clique consensus distance @ E15B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.026


[E15B10 |   4928/60000 (  8%) ] Loss: 0.2007 top1= 95.4545

=== Log global consensus distance @ E15B10 ===
consensus_distance=0.006



=== Log clique consensus distance @ E15B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.025


[E15B20 |   9408/60000 ( 16%) ] Loss: 0.1890 top1= 94.8864

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



=== Log clique consensus distance @ E15B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.025



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2661 top1= 92.2376


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2666 top1= 92.2776


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2712 top1= 92.0272

Train epoch 16
[E16B0  |    448/60000 (  1%) ] Loss: 0.1928 top1= 95.1705

=== Log global consensus distance @ E16B0 ===
consensus_distance=0.006



=== Log clique consensus distance @ E16B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.026


[E16B10 |   4928/60000 (  8%) ] Loss: 0.1869 top1= 95.7386

=== Log global consensus distance @ E16B10 ===
consensus_distance=0.006



=== Log clique consensus distance @ E16B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.025


[E16B20 |   9408/60000 ( 16%) ] Loss: 0.1758 top1= 95.1705

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



=== Log clique consensus distance @ E16B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.025



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2611 top1= 92.3478


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2616 top1= 92.4079


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2662 top1= 92.1775

Train epoch 17
[E17B0  |    448/60000 (  1%) ] Loss: 0.1808 top1= 95.4545

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



=== Log clique consensus distance @ E17B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.025


[E17B10 |   4928/60000 (  8%) ] Loss: 0.1750 top1= 95.7386

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



=== Log clique consensus distance @ E17B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.025


[E17B20 |   9408/60000 ( 16%) ] Loss: 0.1626 top1= 95.4545

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



=== Log clique consensus distance @ E17B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.025



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2562 top1= 92.4780


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2569 top1= 92.4780


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2613 top1= 92.2977

Train epoch 18
[E18B0  |    448/60000 (  1%) ] Loss: 0.1702 top1= 95.4545

=== 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 |   4928/60000 (  8%) ] Loss: 0.1623 top1= 95.7386

=== Log global consensus distance @ E18B10 ===
consensus_distance=0.006



=== Log clique consensus distance @ E18B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.025


[E18B20 |   9408/60000 ( 16%) ] Loss: 0.1521 top1= 95.7386

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



=== Log clique consensus distance @ E18B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.025



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2520 top1= 92.6082


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2532 top1= 92.5080


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2569 top1= 92.4679

Train epoch 19
[E19B0  |    448/60000 (  1%) ] Loss: 0.1600 top1= 96.0227

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



=== Log clique consensus distance @ E19B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.025


[E19B10 |   4928/60000 (  8%) ] Loss: 0.1510 top1= 96.3068

=== Log global consensus distance @ E19B10 ===
consensus_distance=0.006



=== Log clique consensus distance @ E19B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.024


[E19B20 |   9408/60000 ( 16%) ] Loss: 0.1414 top1= 96.5909

=== Log global consensus distance @ E19B20 ===
consensus_distance=0.006



=== Log clique consensus distance @ E19B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.024



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2482 top1= 92.6983


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2491 top1= 92.7083


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2535 top1= 92.5080

Train epoch 20
[E20B0  |    448/60000 (  1%) ] Loss: 0.1509 top1= 96.5909

=== Log global consensus distance @ E20B0 ===
consensus_distance=0.006



=== Log clique consensus distance @ E20B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.024


[E20B10 |   4928/60000 (  8%) ] Loss: 0.1400 top1= 96.5909

=== Log global consensus distance @ E20B10 ===
consensus_distance=0.006



=== Log clique consensus distance @ E20B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.024


[E20B20 |   9408/60000 ( 16%) ] Loss: 0.1320 top1= 96.8750

=== Log global consensus distance @ E20B20 ===
consensus_distance=0.006



=== Log clique consensus distance @ E20B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.024



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2451 top1= 92.8586


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2463 top1= 92.8185


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2501 top1= 92.6583

Train epoch 21
[E21B0  |    448/60000 (  1%) ] Loss: 0.1415 top1= 97.1591

=== Log global consensus distance @ E21B0 ===
consensus_distance=0.006



=== Log clique consensus distance @ E21B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.024


[E21B10 |   4928/60000 (  8%) ] Loss: 0.1296 top1= 96.5909

=== Log global consensus distance @ E21B10 ===
consensus_distance=0.006



=== Log clique consensus distance @ E21B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.023


[E21B20 |   9408/60000 ( 16%) ] Loss: 0.1241 top1= 97.4432

=== Log global consensus distance @ E21B20 ===
consensus_distance=0.006



=== Log clique consensus distance @ E21B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.024



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2419 top1= 93.0088


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2429 top1= 92.9487


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2472 top1= 92.8285

Train epoch 22
[E22B0  |    448/60000 (  1%) ] Loss: 0.1333 top1= 97.4432

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



=== Log clique consensus distance @ E22B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.023


[E22B10 |   4928/60000 (  8%) ] Loss: 0.1202 top1= 96.8750

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



=== Log clique consensus distance @ E22B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.023


[E22B20 |   9408/60000 ( 16%) ] Loss: 0.1159 top1= 98.0114

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



=== Log clique consensus distance @ E22B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.023



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2396 top1= 93.1090


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2409 top1= 93.0188


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2448 top1= 92.9587

Train epoch 23
[E23B0  |    448/60000 (  1%) ] Loss: 0.1252 top1= 98.0114

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



=== Log clique consensus distance @ E23B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.023


[E23B10 |   4928/60000 (  8%) ] Loss: 0.1109 top1= 97.1591

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



=== Log clique consensus distance @ E23B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.022


[E23B20 |   9408/60000 ( 16%) ] Loss: 0.1087 top1= 98.0114

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



=== Log clique consensus distance @ E23B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.022



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2376 top1= 93.1290


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2391 top1= 93.0689


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2423 top1= 92.9888

Train epoch 24
[E24B0  |    448/60000 (  1%) ] Loss: 0.1182 top1= 98.0114

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



=== Log clique consensus distance @ E24B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.022


[E24B10 |   4928/60000 (  8%) ] Loss: 0.1029 top1= 97.1591

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



=== Log clique consensus distance @ E24B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.022


[E24B20 |   9408/60000 ( 16%) ] Loss: 0.1014 top1= 98.2955

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



=== Log clique consensus distance @ E24B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.022



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2357 top1= 93.2091


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2371 top1= 93.1290


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2407 top1= 93.0188

Train epoch 25
[E25B0  |    448/60000 (  1%) ] Loss: 0.1108 top1= 98.2955

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



=== Log clique consensus distance @ E25B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.021


[E25B10 |   4928/60000 (  8%) ] Loss: 0.0956 top1= 97.4432

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



=== Log clique consensus distance @ E25B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.021


[E25B20 |   9408/60000 ( 16%) ] Loss: 0.0944 top1= 98.2955

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



=== Log clique consensus distance @ E25B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.021



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2339 top1= 93.2893


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2358 top1= 93.2492


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2385 top1= 93.1190

Train epoch 26
[E26B0  |    448/60000 (  1%) ] Loss: 0.1040 top1= 98.2955

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



=== Log clique consensus distance @ E26B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.021


[E26B10 |   4928/60000 (  8%) ] Loss: 0.0884 top1= 97.4432

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



=== Log clique consensus distance @ E26B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.020


[E26B20 |   9408/60000 ( 16%) ] Loss: 0.0877 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=0.020



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2330 top1= 93.3093


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2349 top1= 93.2592


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2371 top1= 93.1791

Train epoch 27
[E27B0  |    448/60000 (  1%) ] Loss: 0.0969 top1= 98.2955

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



=== Log clique consensus distance @ E27B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.020


[E27B10 |   4928/60000 (  8%) ] Loss: 0.0825 top1= 97.7273

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



=== Log clique consensus distance @ E27B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.020


[E27B20 |   9408/60000 ( 16%) ] Loss: 0.0819 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=0.020



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2317 top1= 93.3894


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2334 top1= 93.3193


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2359 top1= 93.2392

Train epoch 28
[E28B0  |    448/60000 (  1%) ] Loss: 0.0916 top1= 98.2955

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



=== Log clique consensus distance @ E28B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.019


[E28B10 |   4928/60000 (  8%) ] Loss: 0.0762 top1= 98.2955

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



=== Log clique consensus distance @ E28B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.019


[E28B20 |   9408/60000 ( 16%) ] Loss: 0.0749 top1= 98.5795

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



=== Log clique consensus distance @ E28B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.019



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2312 top1= 93.3794


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2333 top1= 93.3393


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2347 top1= 93.2792

Train epoch 29
[E29B0  |    448/60000 (  1%) ] Loss: 0.0846 top1= 98.5795

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



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


[E29B10 |   4928/60000 (  8%) ] Loss: 0.0716 top1= 98.5795

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



=== Log clique consensus distance @ E29B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.018


[E29B20 |   9408/60000 ( 16%) ] Loss: 0.0706 top1= 98.8636

=== Log global consensus distance @ E29B20 ===
consensus_distance=0.004



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2306 top1= 93.4295


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2325 top1= 93.3694


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2335 top1= 93.3393

Train epoch 30
[E30B0  |    448/60000 (  1%) ] Loss: 0.0788 top1= 98.5795

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



=== Log clique consensus distance @ E30B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.018


[E30B10 |   4928/60000 (  8%) ] Loss: 0.0669 top1= 98.5795

=== 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 |   9408/60000 ( 16%) ] Loss: 0.0636 top1= 98.8636

=== 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=0.2306 top1= 93.4696


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2321 top1= 93.4495


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2338 top1= 93.3694

Train epoch 31
[E31B0  |    448/60000 (  1%) ] Loss: 0.0731 top1= 98.5795

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



=== Log clique consensus distance @ E31B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.017


[E31B10 |   4928/60000 (  8%) ] Loss: 0.0615 top1= 98.8636

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



=== Log clique consensus distance @ E31B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.017


[E31B20 |   9408/60000 ( 16%) ] Loss: 0.0589 top1= 98.8636

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



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2301 top1= 93.5397


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2315 top1= 93.4495


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2327 top1= 93.4896

Train epoch 32
[E32B0  |    448/60000 (  1%) ] Loss: 0.0669 top1= 98.8636

=== 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 |   4928/60000 (  8%) ] Loss: 0.0583 top1= 99.1477

=== 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 |   9408/60000 ( 16%) ] Loss: 0.0544 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=0.2310 top1= 93.5797


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2327 top1= 93.4495


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2330 top1= 93.5196

Train epoch 33
[E33B0  |    448/60000 (  1%) ] Loss: 0.0631 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 |   4928/60000 (  8%) ] Loss: 0.0542 top1= 99.1477

=== 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 |   9408/60000 ( 16%) ] Loss: 0.0493 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=0.2314 top1= 93.5897


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2332 top1= 93.4696


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2331 top1= 93.5397

Train epoch 34
[E34B0  |    448/60000 (  1%) ] Loss: 0.0572 top1= 98.8636

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



=== Log clique consensus distance @ E34B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.014


[E34B10 |   4928/60000 (  8%) ] Loss: 0.0507 top1= 99.1477

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



=== Log clique consensus distance @ E34B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.014


[E34B20 |   9408/60000 ( 16%) ] Loss: 0.0453 top1= 99.1477

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



=== Log clique consensus distance @ E34B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.014



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2320 top1= 93.5897


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2340 top1= 93.4996


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2333 top1= 93.6198

Train epoch 35
[E35B0  |    448/60000 (  1%) ] Loss: 0.0528 top1= 98.8636

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



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


[E35B10 |   4928/60000 (  8%) ] Loss: 0.0470 top1= 99.1477

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



=== Log clique consensus distance @ E35B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.013


[E35B20 |   9408/60000 ( 16%) ] Loss: 0.0411 top1= 99.1477

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



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2327 top1= 93.6298


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2354 top1= 93.5597


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2335 top1= 93.6098

Train epoch 36
[E36B0  |    448/60000 (  1%) ] Loss: 0.0498 top1= 98.8636

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



=== Log clique consensus distance @ E36B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.013


[E36B10 |   4928/60000 (  8%) ] Loss: 0.0443 top1= 99.4318

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



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


[E36B20 |   9408/60000 ( 16%) ] Loss: 0.0378 top1= 99.1477

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



=== Log clique consensus distance @ E36B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.013



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2334 top1= 93.5497


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2362 top1= 93.5797


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2342 top1= 93.6498

Train epoch 37
[E37B0  |    448/60000 (  1%) ] Loss: 0.0454 top1= 99.4318

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



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


[E37B10 |   4928/60000 (  8%) ] Loss: 0.0411 top1= 99.4318

=== 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 |   9408/60000 ( 16%) ] Loss: 0.0348 top1= 99.1477

=== Log global consensus distance @ E37B20 ===
consensus_distance=0.003



=== Log clique consensus distance @ E37B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.012



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2343 top1= 93.5697


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2375 top1= 93.5196


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2344 top1= 93.7200

Train epoch 38
[E38B0  |    448/60000 (  1%) ] Loss: 0.0426 top1= 99.4318

=== 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 |   4928/60000 (  8%) ] Loss: 0.0388 top1= 99.4318

=== Log global consensus distance @ E38B10 ===
consensus_distance=0.003



=== Log clique consensus distance @ E38B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.011


[E38B20 |   9408/60000 ( 16%) ] Loss: 0.0318 top1= 99.1477

=== 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=0.2356 top1= 93.6398


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2395 top1= 93.5196


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2351 top1= 93.6699

Train epoch 39
[E39B0  |    448/60000 (  1%) ] Loss: 0.0391 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=0.011


[E39B10 |   4928/60000 (  8%) ] Loss: 0.0360 top1= 99.4318

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



=== Log clique consensus distance @ E39B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.011


[E39B20 |   9408/60000 ( 16%) ] Loss: 0.0290 top1= 99.7159

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



=== Log clique consensus distance @ E39B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.011



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2367 top1= 93.6699


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2416 top1= 93.5296


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2358 top1= 93.7400

Train epoch 40
[E40B0  |    448/60000 (  1%) ] Loss: 0.0368 top1= 99.7159

=== Log global consensus distance @ E40B0 ===
consensus_distance=0.002



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


[E40B10 |   4928/60000 (  8%) ] Loss: 0.0339 top1= 99.7159

=== Log global consensus distance @ E40B10 ===
consensus_distance=0.002



=== Log clique consensus distance @ E40B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.010


[E40B20 |   9408/60000 ( 16%) ] Loss: 0.0267 top1=100.0000

=== Log global consensus distance @ E40B20 ===
consensus_distance=0.002



=== Log clique consensus distance @ E40B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.010



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2378 top1= 93.6398


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2437 top1= 93.4696


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2364 top1= 93.7600

