
=== Start adding workers ===
=> Add worker SGDMWorker(index=0, momentum=0.0)
=> Add worker SGDMWorker(index=1, momentum=0.0)
=> Add worker SGDMWorker(index=2, momentum=0.0)
=> Add worker SGDMWorker(index=3, momentum=0.0)
=> Add worker SGDMWorker(index=4, momentum=0.0)
=> Add worker SGDMWorker(index=5, momentum=0.0)
=> Add worker SGDMWorker(index=6, momentum=0.0)
=> Add worker SGDMWorker(index=7, momentum=0.0)
=> Add worker SGDMWorker(index=8, momentum=0.0)
=> Add worker SGDMWorker(index=9, momentum=0.0)
=> Add worker SGDMWorker(index=10, momentum=0.0)
=> Add worker ByzantineWorker(index=11)
=> Add worker ByzantineWorker(index=12)
=> 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: 2.2633 top1= 17.8977

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



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


[E 1B20 |   9408/60000 ( 16%) ] Loss: 2.2558 top1= 18.7500

=== 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=2.2191 top1= 31.1098


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2196 top1= 32.4119


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2196 top1= 31.1098

Train epoch 2
[E 2B0  |    448/60000 (  1%) ] Loss: 2.2172 top1= 23.8636

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



=== Log clique consensus distance @ E2B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.001


[E 2B10 |   4928/60000 (  8%) ] Loss: 2.1703 top1= 37.5000

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



=== Log clique consensus distance @ E2B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.001


[E 2B20 |   9408/60000 ( 16%) ] Loss: 2.1492 top1= 39.2045

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



=== Log clique consensus distance @ E2B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.001



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1068 top1= 49.6795


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1077 top1= 49.8197


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1063 top1= 48.0068

Train epoch 3
[E 3B0  |    448/60000 (  1%) ] Loss: 2.1093 top1= 38.0682

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



=== Log clique consensus distance @ E3B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.001


[E 3B10 |   4928/60000 (  8%) ] Loss: 2.0424 top1= 50.8523

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



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


[E 3B20 |   9408/60000 ( 16%) ] Loss: 2.0041 top1= 53.4091

=== Log global consensus distance @ E3B20 ===
consensus_distance=0.001



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.9496 top1= 59.8758


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9500 top1= 61.1078


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.9501 top1= 58.7039

Train epoch 4
[E 4B0  |    448/60000 (  1%) ] Loss: 1.9553 top1= 51.9886

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



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


[E 4B10 |   4928/60000 (  8%) ] Loss: 1.8650 top1= 57.6705

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



=== Log clique consensus distance @ E4B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.002


[E 4B20 |   9408/60000 ( 16%) ] Loss: 1.8090 top1= 60.5114

=== Log global consensus distance @ E4B20 ===
consensus_distance=0.001



=== Log clique consensus distance @ E4B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.002



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.7317 top1= 68.5397


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7317 top1= 68.6799


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.7321 top1= 67.4780

Train epoch 5
[E 5B0  |    448/60000 (  1%) ] Loss: 1.7485 top1= 60.7955

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



=== Log clique consensus distance @ E5B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.002


[E 5B10 |   4928/60000 (  8%) ] Loss: 1.6327 top1= 63.0682

=== Log global consensus distance @ E5B10 ===
consensus_distance=0.000



=== Log clique consensus distance @ E5B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.001


[E 5B20 |   9408/60000 ( 16%) ] Loss: 1.5494 top1= 67.8977

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



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.4574 top1= 73.7780


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4590 top1= 74.0685


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4568 top1= 73.8281

Train epoch 6
[E 6B0  |    448/60000 (  1%) ] Loss: 1.4929 top1= 67.0455

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



=== Log clique consensus distance @ E6B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.003


[E 6B10 |   4928/60000 (  8%) ] Loss: 1.3686 top1= 70.7386

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



=== Log clique consensus distance @ E6B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.003


[E 6B20 |   9408/60000 ( 16%) ] Loss: 1.2686 top1= 72.4432

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



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.1745 top1= 78.4155


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.1736 top1= 79.0365


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.1748 top1= 78.9263

Train epoch 7
[E 7B0  |    448/60000 (  1%) ] Loss: 1.2391 top1= 72.7273

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



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


[E 7B10 |   4928/60000 (  8%) ] Loss: 1.1153 top1= 74.1477

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



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


[E 7B20 |   9408/60000 ( 16%) ] Loss: 1.0288 top1= 78.1250

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



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9431 top1= 81.6707


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.9442 top1= 81.6306


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.9424 top1= 82.0513

Train epoch 8
[E 8B0  |    448/60000 (  1%) ] Loss: 1.0274 top1= 73.8636

=== Log global consensus distance @ E8B0 ===
consensus_distance=0.001



=== Log clique consensus distance @ E8B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005


[E 8B10 |   4928/60000 (  8%) ] Loss: 0.9190 top1= 77.2727

=== Log global consensus distance @ E8B10 ===
consensus_distance=0.001



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


[E 8B20 |   9408/60000 ( 16%) ] Loss: 0.8545 top1= 80.9659

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



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7808 top1= 83.7540


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.7822 top1= 83.7340


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.7802 top1= 83.9343

Train epoch 9
[E 9B0  |    448/60000 (  1%) ] Loss: 0.8716 top1= 77.2727

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



=== Log clique consensus distance @ E9B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005


[E 9B10 |   4928/60000 (  8%) ] Loss: 0.7828 top1= 79.5455

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



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


[E 9B20 |   9408/60000 ( 16%) ] Loss: 0.7328 top1= 82.9545

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



=== Log clique consensus distance @ E9B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6700 top1= 85.2865


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.6695 top1= 85.5168


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.6702 top1= 85.3365

Train epoch 10
[E10B0  |    448/60000 (  1%) ] Loss: 0.7511 top1= 80.1136

=== Log global consensus distance @ E10B0 ===
consensus_distance=0.001



=== Log clique consensus distance @ E10B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005


[E10B10 |   4928/60000 (  8%) ] Loss: 0.6760 top1= 81.2500

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



=== Log clique consensus distance @ E10B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005


[E10B20 |   9408/60000 ( 16%) ] Loss: 0.6323 top1= 85.7955

=== Log global consensus distance @ E10B20 ===
consensus_distance=0.002



=== Log clique consensus distance @ E10B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.006



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5930 top1= 86.2380


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5932 top1= 86.3882


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5928 top1= 86.3882

Train epoch 11
[E11B0  |    448/60000 (  1%) ] Loss: 0.6803 top1= 81.5341

=== Log global consensus distance @ E11B0 ===
consensus_distance=0.002



=== Log clique consensus distance @ E11B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007


[E11B10 |   4928/60000 (  8%) ] Loss: 0.6062 top1= 82.9545

=== Log global consensus distance @ E11B10 ===
consensus_distance=0.002



=== Log clique consensus distance @ E11B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.008


[E11B20 |   9408/60000 ( 16%) ] Loss: 0.5768 top1= 86.3636

=== Log global consensus distance @ E11B20 ===
consensus_distance=0.002



=== Log clique consensus distance @ E11B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.008



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5397 top1= 87.0593


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5392 top1= 87.3498


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5387 top1= 87.1094

Train epoch 12
[E12B0  |    448/60000 (  1%) ] Loss: 0.6175 top1= 83.2386

=== Log global consensus distance @ E12B0 ===
consensus_distance=0.002



=== Log clique consensus distance @ E12B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.008


[E12B10 |   4928/60000 (  8%) ] Loss: 0.5545 top1= 85.7955

=== Log global consensus distance @ E12B10 ===
consensus_distance=0.002



=== Log clique consensus distance @ E12B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007


[E12B20 |   9408/60000 ( 16%) ] Loss: 0.5288 top1= 86.6477

=== Log global consensus distance @ E12B20 ===
consensus_distance=0.002



=== Log clique consensus distance @ E12B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.008



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4986 top1= 87.8005


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5005 top1= 87.9107


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.4978 top1= 87.8105

Train epoch 13
[E13B0  |    448/60000 (  1%) ] Loss: 0.5695 top1= 83.2386

=== Log global consensus distance @ E13B0 ===
consensus_distance=0.002



=== Log clique consensus distance @ E13B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007


[E13B10 |   4928/60000 (  8%) ] Loss: 0.5123 top1= 86.9318

=== Log global consensus distance @ E13B10 ===
consensus_distance=0.002



=== Log clique consensus distance @ E13B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007


[E13B20 |   9408/60000 ( 16%) ] Loss: 0.4923 top1= 88.6364

=== Log global consensus distance @ E13B20 ===
consensus_distance=0.001



=== Log clique consensus distance @ E13B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4665 top1= 88.2212


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.4669 top1= 88.3013


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.4663 top1= 88.2812

Train epoch 14
[E14B0  |    448/60000 (  1%) ] Loss: 0.5298 top1= 84.9432

=== Log global consensus distance @ E14B0 ===
consensus_distance=0.001



=== Log clique consensus distance @ E14B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004


[E14B10 |   4928/60000 (  8%) ] Loss: 0.4767 top1= 87.2159

=== Log global consensus distance @ E14B10 ===
consensus_distance=0.001



=== Log clique consensus distance @ E14B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004


[E14B20 |   9408/60000 ( 16%) ] Loss: 0.4629 top1= 89.2045

=== Log global consensus distance @ E14B20 ===
consensus_distance=0.001



=== Log clique consensus distance @ E14B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4419 top1= 88.6518


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.4422 top1= 88.6018


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.4413 top1= 88.6218

Train epoch 15
[E15B0  |    448/60000 (  1%) ] Loss: 0.4954 top1= 85.5114

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



=== Log clique consensus distance @ E15B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.006


[E15B10 |   4928/60000 (  8%) ] Loss: 0.4441 top1= 87.5000

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



=== Log clique consensus distance @ E15B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007


[E15B20 |   9408/60000 ( 16%) ] Loss: 0.4378 top1= 88.9205

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



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4212 top1= 89.0425


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.4218 top1= 89.0725


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.4226 top1= 88.8822

Train epoch 16
[E16B0  |    448/60000 (  1%) ] Loss: 0.4641 top1= 86.0795

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



=== Log clique consensus distance @ E16B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.008


[E16B10 |   4928/60000 (  8%) ] Loss: 0.4228 top1= 87.7841

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



=== Log clique consensus distance @ E16B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007


[E16B20 |   9408/60000 ( 16%) ] Loss: 0.4205 top1= 89.4886

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



=== Log clique consensus distance @ E16B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4058 top1= 89.1326


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.4059 top1= 89.4431


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.4062 top1= 89.1126

Train epoch 17
[E17B0  |    448/60000 (  1%) ] Loss: 0.4417 top1= 86.0795

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



=== Log clique consensus distance @ E17B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007


[E17B10 |   4928/60000 (  8%) ] Loss: 0.4081 top1= 89.4886

=== Log global consensus distance @ E17B10 ===
consensus_distance=0.002



=== Log clique consensus distance @ E17B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.006


[E17B20 |   9408/60000 ( 16%) ] Loss: 0.4003 top1= 89.4886

=== Log global consensus distance @ E17B20 ===
consensus_distance=0.002



=== Log clique consensus distance @ E17B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3904 top1= 89.6334


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3922 top1= 89.5833


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3914 top1= 89.5733

Train epoch 18
[E18B0  |    448/60000 (  1%) ] Loss: 0.4191 top1= 87.7841

=== Log global consensus distance @ E18B0 ===
consensus_distance=0.002



=== Log clique consensus distance @ E18B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007


[E18B10 |   4928/60000 (  8%) ] Loss: 0.3896 top1= 90.3409

=== Log global consensus distance @ E18B10 ===
consensus_distance=0.002



=== Log clique consensus distance @ E18B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.006


[E18B20 |   9408/60000 ( 16%) ] Loss: 0.3835 top1= 89.4886

=== Log global consensus distance @ E18B20 ===
consensus_distance=0.001



=== Log clique consensus distance @ E18B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.006



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3790 top1= 89.7536


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3808 top1= 89.7336


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3793 top1= 89.7536

Train epoch 19
[E19B0  |    448/60000 (  1%) ] Loss: 0.3940 top1= 88.9205

=== Log global consensus distance @ E19B0 ===
consensus_distance=0.002



=== Log clique consensus distance @ E19B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007


[E19B10 |   4928/60000 (  8%) ] Loss: 0.3692 top1= 91.1932

=== Log global consensus distance @ E19B10 ===
consensus_distance=0.002



=== Log clique consensus distance @ E19B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007


[E19B20 |   9408/60000 ( 16%) ] Loss: 0.3643 top1= 90.6250

=== Log global consensus distance @ E19B20 ===
consensus_distance=0.002



=== Log clique consensus distance @ E19B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.009



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3682 top1= 89.8337


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3689 top1= 89.8938


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3681 top1= 89.9740

Train epoch 20
[E20B0  |    448/60000 (  1%) ] Loss: 0.3885 top1= 88.3523

=== Log global consensus distance @ E20B0 ===
consensus_distance=0.002



=== Log clique consensus distance @ E20B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.009


[E20B10 |   4928/60000 (  8%) ] Loss: 0.3616 top1= 91.7614

=== Log global consensus distance @ E20B10 ===
consensus_distance=0.002



=== Log clique consensus distance @ E20B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.009


[E20B20 |   9408/60000 ( 16%) ] Loss: 0.3637 top1= 90.6250

=== Log global consensus distance @ E20B20 ===
consensus_distance=0.002



=== Log clique consensus distance @ E20B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3594 top1= 89.9539


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3593 top1= 90.1442


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3607 top1= 90.0541

Train epoch 21
[E21B0  |    448/60000 (  1%) ] Loss: 0.3705 top1= 89.2045

=== Log global consensus distance @ E21B0 ===
consensus_distance=0.002



=== Log clique consensus distance @ E21B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007


[E21B10 |   4928/60000 (  8%) ] Loss: 0.3512 top1= 91.1932

=== Log global consensus distance @ E21B10 ===
consensus_distance=0.002



=== Log clique consensus distance @ E21B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007


[E21B20 |   9408/60000 ( 16%) ] Loss: 0.3508 top1= 91.7614

=== Log global consensus distance @ E21B20 ===
consensus_distance=0.002



=== Log clique consensus distance @ E21B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.008



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3514 top1= 90.1242


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3518 top1= 90.3546


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3512 top1= 90.2544

Train epoch 22
[E22B0  |    448/60000 (  1%) ] Loss: 0.3597 top1= 87.7841

=== Log global consensus distance @ E22B0 ===
consensus_distance=0.002



=== Log clique consensus distance @ E22B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.008


[E22B10 |   4928/60000 (  8%) ] Loss: 0.3421 top1= 91.4773

=== Log global consensus distance @ E22B10 ===
consensus_distance=0.002



=== Log clique consensus distance @ E22B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007


[E22B20 |   9408/60000 ( 16%) ] Loss: 0.3406 top1= 90.6250

=== Log global consensus distance @ E22B20 ===
consensus_distance=0.002



=== Log clique consensus distance @ E22B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.006



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3431 top1= 90.4247


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3438 top1= 90.5048


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3437 top1= 90.4547

Train epoch 23
[E23B0  |    448/60000 (  1%) ] Loss: 0.3493 top1= 88.0682

=== Log global consensus distance @ E23B0 ===
consensus_distance=0.001



=== Log clique consensus distance @ E23B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.006


[E23B10 |   4928/60000 (  8%) ] Loss: 0.3356 top1= 91.7614

=== Log global consensus distance @ E23B10 ===
consensus_distance=0.002



=== Log clique consensus distance @ E23B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.006


[E23B20 |   9408/60000 ( 16%) ] Loss: 0.3380 top1= 91.1932

=== Log global consensus distance @ E23B20 ===
consensus_distance=0.002



=== Log clique consensus distance @ E23B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3397 top1= 90.3646


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3371 top1= 90.5248


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3380 top1= 90.5749

Train epoch 24
[E24B0  |    448/60000 (  1%) ] Loss: 0.3364 top1= 89.7727

=== Log global consensus distance @ E24B0 ===
consensus_distance=0.003



=== Log clique consensus distance @ E24B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.008


[E24B10 |   4928/60000 (  8%) ] Loss: 0.3207 top1= 92.3295

=== Log global consensus distance @ E24B10 ===
consensus_distance=0.002



=== Log clique consensus distance @ E24B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.009


[E24B20 |   9408/60000 ( 16%) ] Loss: 0.3148 top1= 92.0455

=== Log global consensus distance @ E24B20 ===
consensus_distance=0.002



=== Log clique consensus distance @ E24B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.009



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3314 top1= 90.7151


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3308 top1= 90.8954


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3326 top1= 90.6651

Train epoch 25
[E25B0  |    448/60000 (  1%) ] Loss: 0.3304 top1= 90.0568

=== Log global consensus distance @ E25B0 ===
consensus_distance=0.002



=== Log clique consensus distance @ E25B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007


[E25B10 |   4928/60000 (  8%) ] Loss: 0.3114 top1= 92.0455

=== Log global consensus distance @ E25B10 ===
consensus_distance=0.002



=== Log clique consensus distance @ E25B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007


[E25B20 |   9408/60000 ( 16%) ] Loss: 0.3184 top1= 92.3295

=== Log global consensus distance @ E25B20 ===
consensus_distance=0.002



=== Log clique consensus distance @ E25B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.008



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3258 top1= 90.8554


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3259 top1= 91.0457


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3265 top1= 90.8253

Train epoch 26
[E26B0  |    448/60000 (  1%) ] Loss: 0.3179 top1= 90.6250

=== Log global consensus distance @ E26B0 ===
consensus_distance=0.002



=== Log clique consensus distance @ E26B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007


[E26B10 |   4928/60000 (  8%) ] Loss: 0.3122 top1= 91.7614

=== Log global consensus distance @ E26B10 ===
consensus_distance=0.002



=== Log clique consensus distance @ E26B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007


[E26B20 |   9408/60000 ( 16%) ] Loss: 0.3084 top1= 92.0455

=== Log global consensus distance @ E26B20 ===
consensus_distance=0.002



=== Log clique consensus distance @ E26B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3197 top1= 91.1358


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3202 top1= 91.1058


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3207 top1= 91.0457

Train epoch 27
[E27B0  |    448/60000 (  1%) ] Loss: 0.3046 top1= 90.6250

=== Log global consensus distance @ E27B0 ===
consensus_distance=0.002



=== Log clique consensus distance @ E27B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007


[E27B10 |   4928/60000 (  8%) ] Loss: 0.3039 top1= 92.8977

=== Log global consensus distance @ E27B10 ===
consensus_distance=0.002



=== Log clique consensus distance @ E27B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.006


[E27B20 |   9408/60000 ( 16%) ] Loss: 0.2970 top1= 91.7614

=== Log global consensus distance @ E27B20 ===
consensus_distance=0.002



=== Log clique consensus distance @ E27B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.006



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3149 top1= 91.1258


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3145 top1= 91.2159


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3169 top1= 90.9555

Train epoch 28
[E28B0  |    448/60000 (  1%) ] Loss: 0.2960 top1= 92.0455

=== Log global consensus distance @ E28B0 ===
consensus_distance=0.002



=== Log clique consensus distance @ E28B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.008


[E28B10 |   4928/60000 (  8%) ] Loss: 0.2893 top1= 92.6136

=== Log global consensus distance @ E28B10 ===
consensus_distance=0.003



=== Log clique consensus distance @ E28B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.009


[E28B20 |   9408/60000 ( 16%) ] Loss: 0.2842 top1= 92.3295

=== Log global consensus distance @ E28B20 ===
consensus_distance=0.002



=== Log clique consensus distance @ E28B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.010



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3120 top1= 91.1458


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3121 top1= 91.1859


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3126 top1= 91.2159

Train epoch 29
[E29B0  |    448/60000 (  1%) ] Loss: 0.2878 top1= 91.4773

=== Log global consensus distance @ E29B0 ===
consensus_distance=0.003



=== Log clique consensus distance @ E29B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.011


[E29B10 |   4928/60000 (  8%) ] Loss: 0.2886 top1= 92.6136

=== Log global consensus distance @ E29B10 ===
consensus_distance=0.002



=== Log clique consensus distance @ E29B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.009


[E29B20 |   9408/60000 ( 16%) ] Loss: 0.2940 top1= 92.0455

=== Log global consensus distance @ E29B20 ===
consensus_distance=0.002



=== Log clique consensus distance @ E29B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.008



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3085 top1= 91.1759


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3073 top1= 91.3361


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3100 top1= 91.0557

Train epoch 30
[E30B0  |    448/60000 (  1%) ] Loss: 0.2905 top1= 90.6250

=== Log global consensus distance @ E30B0 ===
consensus_distance=0.002



=== Log clique consensus distance @ E30B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.009


[E30B10 |   4928/60000 (  8%) ] Loss: 0.2822 top1= 92.0455

=== Log global consensus distance @ E30B10 ===
consensus_distance=0.002



=== Log clique consensus distance @ E30B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.009


[E30B20 |   9408/60000 ( 16%) ] Loss: 0.2805 top1= 92.0455

=== Log global consensus distance @ E30B20 ===
consensus_distance=0.002



=== Log clique consensus distance @ E30B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.008



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3034 top1= 91.3962


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3041 top1= 91.3962


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3061 top1= 91.2961

Train epoch 31
[E31B0  |    448/60000 (  1%) ] Loss: 0.2792 top1= 92.0455

=== Log global consensus distance @ E31B0 ===
consensus_distance=0.002



=== Log clique consensus distance @ E31B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.008


[E31B10 |   4928/60000 (  8%) ] Loss: 0.2811 top1= 92.8977

=== Log global consensus distance @ E31B10 ===
consensus_distance=0.002



=== Log clique consensus distance @ E31B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007


[E31B20 |   9408/60000 ( 16%) ] Loss: 0.2765 top1= 93.1818

=== Log global consensus distance @ E31B20 ===
consensus_distance=0.002



=== Log clique consensus distance @ E31B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2991 top1= 91.5465


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3008 top1= 91.4163


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2994 top1= 91.5966

Train epoch 32
[E32B0  |    448/60000 (  1%) ] Loss: 0.2748 top1= 91.7614

=== Log global consensus distance @ E32B0 ===
consensus_distance=0.001



=== Log clique consensus distance @ E32B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005


[E32B10 |   4928/60000 (  8%) ] Loss: 0.2781 top1= 92.8977

=== Log global consensus distance @ E32B10 ===
consensus_distance=0.002



=== Log clique consensus distance @ E32B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007


[E32B20 |   9408/60000 ( 16%) ] Loss: 0.2780 top1= 92.3295

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



=== Log clique consensus distance @ E32B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.009



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2959 top1= 91.5765


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2953 top1= 91.5665


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2971 top1= 91.5465

Train epoch 33
[E33B0  |    448/60000 (  1%) ] Loss: 0.2663 top1= 92.6136

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



=== Log clique consensus distance @ E33B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.010


[E33B10 |   4928/60000 (  8%) ] Loss: 0.2641 top1= 93.1818

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



=== Log clique consensus distance @ E33B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.010


[E33B20 |   9408/60000 ( 16%) ] Loss: 0.2631 top1= 92.8977

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



=== Log clique consensus distance @ E33B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.010



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2915 top1= 91.7869


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2918 top1= 91.7869


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2916 top1= 91.7268

Train epoch 34
[E34B0  |    448/60000 (  1%) ] Loss: 0.2622 top1= 92.0455

=== Log global consensus distance @ E34B0 ===
consensus_distance=0.002



=== Log clique consensus distance @ E34B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.009


[E34B10 |   4928/60000 (  8%) ] Loss: 0.2606 top1= 93.4659

=== Log global consensus distance @ E34B10 ===
consensus_distance=0.002



=== Log clique consensus distance @ E34B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.009


[E34B20 |   9408/60000 ( 16%) ] Loss: 0.2648 top1= 92.8977

=== Log global consensus distance @ E34B20 ===
consensus_distance=0.002



=== Log clique consensus distance @ E34B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.009



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2885 top1= 91.8069


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2884 top1= 91.7768


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2882 top1= 91.9371

Train epoch 35
[E35B0  |    448/60000 (  1%) ] Loss: 0.2559 top1= 92.6136

=== Log global consensus distance @ E35B0 ===
consensus_distance=0.002



=== Log clique consensus distance @ E35B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.008


[E35B10 |   4928/60000 (  8%) ] Loss: 0.2604 top1= 92.8977

=== Log global consensus distance @ E35B10 ===
consensus_distance=0.002



=== Log clique consensus distance @ E35B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.008


[E35B20 |   9408/60000 ( 16%) ] Loss: 0.2593 top1= 92.8977

=== Log global consensus distance @ E35B20 ===
consensus_distance=0.002



=== Log clique consensus distance @ E35B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2847 top1= 91.8570


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2843 top1= 91.8470


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2860 top1= 91.8269

Train epoch 36
[E36B0  |    448/60000 (  1%) ] Loss: 0.2502 top1= 93.1818

=== Log global consensus distance @ E36B0 ===
consensus_distance=0.002



=== Log clique consensus distance @ E36B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007


[E36B10 |   4928/60000 (  8%) ] Loss: 0.2567 top1= 92.6136

=== Log global consensus distance @ E36B10 ===
consensus_distance=0.002



=== Log clique consensus distance @ E36B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007


[E36B20 |   9408/60000 ( 16%) ] Loss: 0.2488 top1= 93.4659

=== Log global consensus distance @ E36B20 ===
consensus_distance=0.002



=== Log clique consensus distance @ E36B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2837 top1= 91.8870


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2820 top1= 91.9671


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2837 top1= 91.8169

Train epoch 37
[E37B0  |    448/60000 (  1%) ] Loss: 0.2442 top1= 92.8977

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



=== Log clique consensus distance @ E37B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.009


[E37B10 |   4928/60000 (  8%) ] Loss: 0.2437 top1= 93.7500

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



=== Log clique consensus distance @ E37B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.010


[E37B20 |   9408/60000 ( 16%) ] Loss: 0.2393 top1= 93.1818

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



=== Log clique consensus distance @ E37B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.011



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2798 top1= 91.9271


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2785 top1= 92.0773


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2808 top1= 91.9471

Train epoch 38
[E38B0  |    448/60000 (  1%) ] Loss: 0.2397 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 |   4928/60000 (  8%) ] Loss: 0.2471 top1= 93.4659

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



=== Log clique consensus distance @ E38B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.010


[E38B20 |   9408/60000 ( 16%) ] Loss: 0.2410 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=0.010



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2773 top1= 91.9972


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2779 top1= 92.1675


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2799 top1= 91.9071

Train epoch 39
[E39B0  |    448/60000 (  1%) ] Loss: 0.2410 top1= 93.7500

=== 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: 0.2446 top1= 94.0341

=== 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: 0.2407 top1= 92.3295

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



=== Log clique consensus distance @ E39B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.009



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2751 top1= 92.1374


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2748 top1= 92.0873


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2767 top1= 92.0272

Train epoch 40
[E40B0  |    448/60000 (  1%) ] Loss: 0.2305 top1= 93.1818

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



=== Log clique consensus distance @ E40B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.009


[E40B10 |   4928/60000 (  8%) ] Loss: 0.2446 top1= 93.4659

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



=== Log clique consensus distance @ E40B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.009


[E40B20 |   9408/60000 ( 16%) ] Loss: 0.2338 top1= 93.1818

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



=== Log clique consensus distance @ E40B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.008



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2717 top1= 92.1274


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2707 top1= 92.2977


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2730 top1= 91.9972

