
=== 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: 2.2640 top1= 17.3295

=== 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: 2.2555 top1= 19.0341

=== 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=2.2210 top1= 32.2817


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2201 top1= 34.6154


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2202 top1= 33.3534

Train epoch 2
[E 2B0  |    448/60000 (  1%) ] Loss: 2.2147 top1= 25.0000

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



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


[E 2B10 |   4928/60000 (  8%) ] Loss: 2.1718 top1= 39.7727

=== 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: 2.1468 top1= 40.6250

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



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1046 top1= 56.8610


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1062 top1= 57.8526


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1052 top1= 53.9864

Train epoch 3
[E 3B0  |    448/60000 (  1%) ] Loss: 2.1069 top1= 38.6364

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



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


[E 3B10 |   4928/60000 (  8%) ] Loss: 2.0444 top1= 51.1364

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



=== Log clique consensus distance @ E3B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.006


[E 3B20 |   9408/60000 ( 16%) ] Loss: 1.9821 top1= 54.8295

=== Log global consensus distance @ E3B20 ===
consensus_distance=0.006



=== Log clique consensus distance @ E3B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.002



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.9187 top1= 59.0845


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9373 top1= 63.7220


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.9210 top1= 58.8942

Train epoch 4
[E 4B0  |    448/60000 (  1%) ] Loss: 1.9482 top1= 44.3182

=== Log global consensus distance @ E4B0 ===
consensus_distance=0.011



=== Log clique consensus distance @ E4B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.028


[E 4B10 |   4928/60000 (  8%) ] Loss: 1.8671 top1= 51.9886

=== Log global consensus distance @ E4B10 ===
consensus_distance=0.016



=== Log clique consensus distance @ E4B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.027


[E 4B20 |   9408/60000 ( 16%) ] Loss: 1.7447 top1= 55.9659

=== Log global consensus distance @ E4B20 ===
consensus_distance=0.098



=== Log clique consensus distance @ E4B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.196



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5467 top1= 63.4415


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6308 top1= 65.6050


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.5530 top1= 63.7019

Train epoch 5
[E 5B0  |    448/60000 (  1%) ] Loss: 1.7094 top1= 45.7386

=== Log global consensus distance @ E5B0 ===
consensus_distance=0.042



=== Log clique consensus distance @ E5B0 ===
clique1_consensus_distance=0.010
clique2_consensus_distance=0.080


[E 5B10 |   4928/60000 (  8%) ] Loss: 1.6212 top1= 50.5682

=== Log global consensus distance @ E5B10 ===
consensus_distance=0.036



=== Log clique consensus distance @ E5B10 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=0.007


[E 5B20 |   9408/60000 ( 16%) ] Loss: 1.4262 top1= 55.1136

=== Log global consensus distance @ E5B20 ===
consensus_distance=0.258



=== Log clique consensus distance @ E5B20 ===
clique1_consensus_distance=0.010
clique2_consensus_distance=0.084



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.1685 top1= 69.1206


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3012 top1= 70.7332


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.2364 top1= 70.0020

Train epoch 6
[E 6B0  |    448/60000 (  1%) ] Loss: 1.4760 top1= 50.0000

=== Log global consensus distance @ E6B0 ===
consensus_distance=0.290



=== Log clique consensus distance @ E6B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.108


[E 6B10 |   4928/60000 (  8%) ] Loss: 1.4287 top1= 53.9773

=== Log global consensus distance @ E6B10 ===
consensus_distance=0.188



=== Log clique consensus distance @ E6B10 ===
clique1_consensus_distance=0.016
clique2_consensus_distance=0.229


[E 6B20 |   9408/60000 ( 16%) ] Loss: 1.2192 top1= 61.0795

=== Log global consensus distance @ E6B20 ===
consensus_distance=0.053



=== Log clique consensus distance @ E6B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.130



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9987 top1= 73.4976


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.0462 top1= 74.2989


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.0060 top1= 73.7179

Train epoch 7
[E 7B0  |    448/60000 (  1%) ] Loss: 1.3279 top1= 53.9773

=== Log global consensus distance @ E7B0 ===
consensus_distance=0.051



=== Log clique consensus distance @ E7B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.148


[E 7B10 |   4928/60000 (  8%) ] Loss: 1.2771 top1= 58.5227

=== Log global consensus distance @ E7B10 ===
consensus_distance=0.048



=== Log clique consensus distance @ E7B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.084


[E 7B20 |   9408/60000 ( 16%) ] Loss: 1.0774 top1= 65.6250

=== Log global consensus distance @ E7B20 ===
consensus_distance=0.011



=== Log clique consensus distance @ E7B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.045



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8996 top1= 77.0032


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.9099 top1= 77.5240


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.8999 top1= 77.1635

Train epoch 8
[E 8B0  |    448/60000 (  1%) ] Loss: 1.1773 top1= 59.0909

=== Log global consensus distance @ E8B0 ===
consensus_distance=0.008



=== Log clique consensus distance @ E8B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.031


[E 8B10 |   4928/60000 (  8%) ] Loss: 1.1572 top1= 62.5000

=== Log global consensus distance @ E8B10 ===
consensus_distance=0.006



=== Log clique consensus distance @ E8B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.025


[E 8B20 |   9408/60000 ( 16%) ] Loss: 0.9600 top1= 69.6023

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



=== Log clique consensus distance @ E8B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.018



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8096 top1= 79.9679


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.8136 top1= 80.4487


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.8099 top1= 80.0481

Train epoch 9
[E 9B0  |    448/60000 (  1%) ] Loss: 1.0606 top1= 62.7841

=== Log global consensus distance @ E9B0 ===
consensus_distance=0.004



=== Log clique consensus distance @ E9B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.016


[E 9B10 |   4928/60000 (  8%) ] Loss: 1.0457 top1= 65.9091

=== Log global consensus distance @ E9B10 ===
consensus_distance=0.003



=== Log clique consensus distance @ E9B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.012


[E 9B20 |   9408/60000 ( 16%) ] Loss: 0.8706 top1= 71.5909

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



=== Log clique consensus distance @ E9B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.010



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7319 top1= 81.9111


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.7330 top1= 82.1615


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.7336 top1= 82.1715

Train epoch 10
[E10B0  |    448/60000 (  1%) ] Loss: 0.9578 top1= 69.8864

=== Log global consensus distance @ E10B0 ===
consensus_distance=0.002



=== Log clique consensus distance @ E10B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.008


[E10B10 |   4928/60000 (  8%) ] Loss: 0.9491 top1= 68.7500

=== Log global consensus distance @ E10B10 ===
consensus_distance=0.002



=== Log clique consensus distance @ E10B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007


[E10B20 |   9408/60000 ( 16%) ] Loss: 0.7827 top1= 75.5682

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



=== Log clique consensus distance @ E10B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6701 top1= 83.1330


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.6718 top1= 83.4435


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.6693 top1= 83.5036

Train epoch 11
[E11B0  |    448/60000 (  1%) ] Loss: 0.8822 top1= 71.5909

=== 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: 0.8718 top1= 72.1591

=== Log global consensus distance @ E11B10 ===
consensus_distance=0.003



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


[E11B20 |   9408/60000 ( 16%) ] Loss: 0.7245 top1= 77.8409

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



=== Log clique consensus distance @ E11B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6191 top1= 84.4952


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.6189 top1= 84.6755


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.6188 top1= 84.5954

Train epoch 12
[E12B0  |    448/60000 (  1%) ] Loss: 0.8140 top1= 73.8636

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



=== Log clique consensus distance @ E12B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.006


[E12B10 |   4928/60000 (  8%) ] Loss: 0.8162 top1= 73.2955

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



=== Log clique consensus distance @ E12B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005


[E12B20 |   9408/60000 ( 16%) ] Loss: 0.6729 top1= 80.1136

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



=== Log clique consensus distance @ E12B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5803 top1= 85.1963


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5804 top1= 85.4868


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5784 top1= 85.4467

Train epoch 13
[E13B0  |    448/60000 (  1%) ] Loss: 0.7623 top1= 76.1364

=== Log global consensus distance @ E13B0 ===
consensus_distance=0.001



=== Log clique consensus distance @ E13B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005


[E13B10 |   4928/60000 (  8%) ] Loss: 0.7658 top1= 75.5682

=== Log global consensus distance @ E13B10 ===
consensus_distance=0.001



=== Log clique consensus distance @ E13B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004


[E13B20 |   9408/60000 ( 16%) ] Loss: 0.6357 top1= 80.6818

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



=== Log clique consensus distance @ E13B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5436 top1= 86.1979


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5448 top1= 86.2981


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5427 top1= 86.3081

Train epoch 14
[E14B0  |    448/60000 (  1%) ] Loss: 0.7134 top1= 77.8409

=== 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: 0.7179 top1= 77.5568

=== 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: 0.5963 top1= 82.3864

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



=== Log clique consensus distance @ E14B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5143 top1= 86.8590


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5158 top1= 86.8790


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5126 top1= 87.1194

Train epoch 15
[E15B0  |    448/60000 (  1%) ] Loss: 0.6653 top1= 79.5455

=== Log global consensus distance @ E15B0 ===
consensus_distance=0.001



=== Log clique consensus distance @ E15B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004


[E15B10 |   4928/60000 (  8%) ] Loss: 0.6721 top1= 79.8295

=== Log global consensus distance @ E15B10 ===
consensus_distance=0.001



=== Log clique consensus distance @ E15B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004


[E15B20 |   9408/60000 ( 16%) ] Loss: 0.5598 top1= 83.8068

=== Log global consensus distance @ E15B20 ===
consensus_distance=0.001



=== Log clique consensus distance @ E15B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4876 top1= 87.4900


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.4892 top1= 87.5200


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.4880 top1= 87.5300

Train epoch 16
[E16B0  |    448/60000 (  1%) ] Loss: 0.6241 top1= 81.2500

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



=== Log clique consensus distance @ E16B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005


[E16B10 |   4928/60000 (  8%) ] Loss: 0.6363 top1= 80.3977

=== Log global consensus distance @ E16B10 ===
consensus_distance=0.001



=== Log clique consensus distance @ E16B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005


[E16B20 |   9408/60000 ( 16%) ] Loss: 0.5331 top1= 84.0909

=== Log global consensus distance @ E16B20 ===
consensus_distance=0.001



=== Log clique consensus distance @ E16B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4666 top1= 87.7003


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.4673 top1= 88.0108


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.4657 top1= 88.0208

Train epoch 17
[E17B0  |    448/60000 (  1%) ] Loss: 0.5936 top1= 82.1023

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



=== Log clique consensus distance @ E17B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005


[E17B10 |   4928/60000 (  8%) ] Loss: 0.6155 top1= 81.2500

=== Log global consensus distance @ E17B10 ===
consensus_distance=0.001



=== Log clique consensus distance @ E17B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.003


[E17B20 |   9408/60000 ( 16%) ] Loss: 0.5113 top1= 85.7955

=== Log global consensus distance @ E17B20 ===
consensus_distance=0.001



=== Log clique consensus distance @ E17B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.003



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4479 top1= 88.3213


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.4495 top1= 88.4115


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.4480 top1= 88.4515

Train epoch 18
[E18B0  |    448/60000 (  1%) ] Loss: 0.5735 top1= 82.1023

=== Log global consensus distance @ E18B0 ===
consensus_distance=0.001



=== Log clique consensus distance @ E18B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.003


[E18B10 |   4928/60000 (  8%) ] Loss: 0.5866 top1= 81.5341

=== Log global consensus distance @ E18B10 ===
consensus_distance=0.001



=== Log clique consensus distance @ E18B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.003


[E18B20 |   9408/60000 ( 16%) ] Loss: 0.4890 top1= 86.6477

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



=== Log clique consensus distance @ E18B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4319 top1= 88.6919


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.4331 top1= 88.6919


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.4314 top1= 88.8522

Train epoch 19
[E19B0  |    448/60000 (  1%) ] Loss: 0.5384 top1= 83.2386

=== Log global consensus distance @ E19B0 ===
consensus_distance=0.001



=== Log clique consensus distance @ E19B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004


[E19B10 |   4928/60000 (  8%) ] Loss: 0.5541 top1= 82.3864

=== Log global consensus distance @ E19B10 ===
consensus_distance=0.001



=== Log clique consensus distance @ E19B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004


[E19B20 |   9408/60000 ( 16%) ] Loss: 0.4685 top1= 87.2159

=== Log global consensus distance @ E19B20 ===
consensus_distance=0.001



=== Log clique consensus distance @ E19B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4172 top1= 88.9423


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.4182 top1= 88.9623


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.4170 top1= 89.1226

Train epoch 20
[E20B0  |    448/60000 (  1%) ] Loss: 0.5193 top1= 83.2386

=== Log global consensus distance @ E20B0 ===
consensus_distance=0.001



=== Log clique consensus distance @ E20B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005


[E20B10 |   4928/60000 (  8%) ] Loss: 0.5363 top1= 82.6705

=== Log global consensus distance @ E20B10 ===
consensus_distance=0.001



=== Log clique consensus distance @ E20B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005


[E20B20 |   9408/60000 ( 16%) ] Loss: 0.4545 top1= 88.0682

=== Log global consensus distance @ E20B20 ===
consensus_distance=0.003



=== Log clique consensus distance @ E20B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4038 top1= 89.3429


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.4047 top1= 89.4231


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.4038 top1= 89.4531

Train epoch 21
[E21B0  |    448/60000 (  1%) ] Loss: 0.4985 top1= 83.5227

=== Log global consensus distance @ E21B0 ===
consensus_distance=0.001



=== Log clique consensus distance @ E21B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005


[E21B10 |   4928/60000 (  8%) ] Loss: 0.5203 top1= 84.0909

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



=== Log clique consensus distance @ E21B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005


[E21B20 |   9408/60000 ( 16%) ] Loss: 0.4406 top1= 88.3523

=== Log global consensus distance @ E21B20 ===
consensus_distance=0.001



=== Log clique consensus distance @ E21B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3937 top1= 89.6434


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3940 top1= 89.6334


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3938 top1= 89.6835

Train epoch 22
[E22B0  |    448/60000 (  1%) ] Loss: 0.4827 top1= 84.3750

=== Log global consensus distance @ E22B0 ===
consensus_distance=0.001



=== Log clique consensus distance @ E22B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004


[E22B10 |   4928/60000 (  8%) ] Loss: 0.5068 top1= 84.3750

=== Log global consensus distance @ E22B10 ===
consensus_distance=0.001



=== Log clique consensus distance @ E22B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004


[E22B20 |   9408/60000 ( 16%) ] Loss: 0.4297 top1= 87.7841

=== Log global consensus distance @ E22B20 ===
consensus_distance=0.001



=== Log clique consensus distance @ E22B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3824 top1= 89.8137


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3838 top1= 89.8838


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3819 top1= 89.8838

Train epoch 23
[E23B0  |    448/60000 (  1%) ] Loss: 0.4657 top1= 84.3750

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



=== Log clique consensus distance @ E23B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004


[E23B10 |   4928/60000 (  8%) ] Loss: 0.4883 top1= 84.0909

=== Log global consensus distance @ E23B10 ===
consensus_distance=0.001



=== Log clique consensus distance @ E23B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004


[E23B20 |   9408/60000 ( 16%) ] Loss: 0.4188 top1= 88.9205

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



=== Log clique consensus distance @ E23B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3738 top1= 89.9339


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3735 top1= 89.9339


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3726 top1= 90.0140

Train epoch 24
[E24B0  |    448/60000 (  1%) ] Loss: 0.4521 top1= 85.2273

=== Log global consensus distance @ E24B0 ===
consensus_distance=0.002



=== Log clique consensus distance @ E24B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005


[E24B10 |   4928/60000 (  8%) ] Loss: 0.4753 top1= 84.9432

=== Log global consensus distance @ E24B10 ===
consensus_distance=0.001



=== Log clique consensus distance @ E24B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005


[E24B20 |   9408/60000 ( 16%) ] Loss: 0.4006 top1= 88.9205

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



=== Log clique consensus distance @ E24B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.006



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3638 top1= 90.1943


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3649 top1= 90.2244


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3648 top1= 90.1542

Train epoch 25
[E25B0  |    448/60000 (  1%) ] Loss: 0.4338 top1= 85.5114

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



=== Log clique consensus distance @ E25B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.006


[E25B10 |   4928/60000 (  8%) ] Loss: 0.4544 top1= 86.0795

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



=== Log clique consensus distance @ E25B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.006


[E25B20 |   9408/60000 ( 16%) ] Loss: 0.3987 top1= 88.9205

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



=== Log clique consensus distance @ E25B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.006



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3574 top1= 90.3245


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3576 top1= 90.3646


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3564 top1= 90.2344

Train epoch 26
[E26B0  |    448/60000 (  1%) ] Loss: 0.4236 top1= 86.0795

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



=== Log clique consensus distance @ E26B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.006


[E26B10 |   4928/60000 (  8%) ] Loss: 0.4510 top1= 85.7955

=== Log global consensus distance @ E26B10 ===
consensus_distance=0.001



=== Log clique consensus distance @ E26B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004


[E26B20 |   9408/60000 ( 16%) ] Loss: 0.3891 top1= 89.7727

=== Log global consensus distance @ E26B20 ===
consensus_distance=0.001



=== Log clique consensus distance @ E26B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3493 top1= 90.5549


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3507 top1= 90.5349


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3495 top1= 90.4647

Train epoch 27
[E27B0  |    448/60000 (  1%) ] Loss: 0.4141 top1= 86.6477

=== Log global consensus distance @ E27B0 ===
consensus_distance=0.001



=== Log clique consensus distance @ E27B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004


[E27B10 |   4928/60000 (  8%) ] Loss: 0.4422 top1= 86.6477

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



=== Log clique consensus distance @ E27B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005


[E27B20 |   9408/60000 ( 16%) ] Loss: 0.3801 top1= 90.0568

=== Log global consensus distance @ E27B20 ===
consensus_distance=0.001



=== Log clique consensus distance @ E27B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3427 top1= 90.4848


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3435 top1= 90.5950


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3428 top1= 90.5950

Train epoch 28
[E28B0  |    448/60000 (  1%) ] Loss: 0.4005 top1= 87.5000

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



=== Log clique consensus distance @ E28B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005


[E28B10 |   4928/60000 (  8%) ] Loss: 0.4249 top1= 86.9318

=== Log global consensus distance @ E28B10 ===
consensus_distance=0.001



=== Log clique consensus distance @ E28B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004


[E28B20 |   9408/60000 ( 16%) ] Loss: 0.3707 top1= 90.3409

=== Log global consensus distance @ E28B20 ===
consensus_distance=0.001



=== Log clique consensus distance @ E28B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3371 top1= 90.6550


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3379 top1= 90.6450


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3376 top1= 90.7652

Train epoch 29
[E29B0  |    448/60000 (  1%) ] Loss: 0.3926 top1= 88.0682

=== Log global consensus distance @ E29B0 ===
consensus_distance=0.001



=== Log clique consensus distance @ E29B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005


[E29B10 |   4928/60000 (  8%) ] Loss: 0.4139 top1= 87.5000

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



=== Log clique consensus distance @ E29B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005


[E29B20 |   9408/60000 ( 16%) ] Loss: 0.3705 top1= 90.0568

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



=== Log clique consensus distance @ E29B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3322 top1= 90.8454


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3328 top1= 90.8454


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3322 top1= 90.9054

Train epoch 30
[E30B0  |    448/60000 (  1%) ] Loss: 0.3825 top1= 88.6364

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



=== Log clique consensus distance @ E30B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005


[E30B10 |   4928/60000 (  8%) ] Loss: 0.4001 top1= 88.3523

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



=== Log clique consensus distance @ E30B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.006


[E30B20 |   9408/60000 ( 16%) ] Loss: 0.3644 top1= 90.6250

=== Log global consensus distance @ E30B20 ===
consensus_distance=0.001



=== Log clique consensus distance @ E30B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3266 top1= 90.9655


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3270 top1= 90.8854


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3263 top1= 91.0256

Train epoch 31
[E31B0  |    448/60000 (  1%) ] Loss: 0.3763 top1= 88.6364

=== Log global consensus distance @ E31B0 ===
consensus_distance=0.001



=== Log clique consensus distance @ E31B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004


[E31B10 |   4928/60000 (  8%) ] Loss: 0.3980 top1= 87.5000

=== Log global consensus distance @ E31B10 ===
consensus_distance=0.001



=== Log clique consensus distance @ E31B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004


[E31B20 |   9408/60000 ( 16%) ] Loss: 0.3543 top1= 91.4773

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



=== Log clique consensus distance @ E31B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3210 top1= 91.0156


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3222 top1= 90.9956


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3212 top1= 91.0256

Train epoch 32
[E32B0  |    448/60000 (  1%) ] Loss: 0.3649 top1= 90.0568

=== 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: 0.3853 top1= 88.6364

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



=== Log clique consensus distance @ E32B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005


[E32B20 |   9408/60000 ( 16%) ] Loss: 0.3484 top1= 90.0568

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



=== Log clique consensus distance @ E32B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3161 top1= 91.1158


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3159 top1= 91.0757


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3166 top1= 91.1959

Train epoch 33
[E33B0  |    448/60000 (  1%) ] Loss: 0.3615 top1= 89.7727

=== Log global consensus distance @ E33B0 ===
consensus_distance=0.002



=== Log clique consensus distance @ E33B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007


[E33B10 |   4928/60000 (  8%) ] Loss: 0.3763 top1= 88.6364

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



=== Log clique consensus distance @ E33B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007


[E33B20 |   9408/60000 ( 16%) ] Loss: 0.3378 top1= 91.1932

=== Log global consensus distance @ E33B20 ===
consensus_distance=0.002



=== Log clique consensus distance @ E33B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.008



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3118 top1= 91.2159


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3122 top1= 91.2760


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3119 top1= 91.2760

Train epoch 34
[E34B0  |    448/60000 (  1%) ] Loss: 0.3492 top1= 89.7727

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



=== Log clique consensus distance @ E34B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.008


[E34B10 |   4928/60000 (  8%) ] Loss: 0.3650 top1= 89.7727

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



=== Log clique consensus distance @ E34B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007


[E34B20 |   9408/60000 ( 16%) ] Loss: 0.3394 top1= 91.1932

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



=== Log clique consensus distance @ E34B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.008



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3078 top1= 91.1859


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3083 top1= 91.3361


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3069 top1= 91.3962

Train epoch 35
[E35B0  |    448/60000 (  1%) ] Loss: 0.3488 top1= 89.7727

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



=== Log clique consensus distance @ E35B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007


[E35B10 |   4928/60000 (  8%) ] Loss: 0.3653 top1= 89.7727

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



=== Log clique consensus distance @ E35B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007


[E35B20 |   9408/60000 ( 16%) ] Loss: 0.3330 top1= 91.7614

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



=== Log clique consensus distance @ E35B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.006



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3023 top1= 91.4764


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3034 top1= 91.5665


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3031 top1= 91.5164

Train epoch 36
[E36B0  |    448/60000 (  1%) ] Loss: 0.3348 top1= 90.9091

=== 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: 0.3583 top1= 89.2045

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



=== Log clique consensus distance @ E36B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.006


[E36B20 |   9408/60000 ( 16%) ] Loss: 0.3270 top1= 92.3295

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



=== Log clique consensus distance @ E36B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.006



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2992 top1= 91.4764


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2999 top1= 91.6466


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2991 top1= 91.5365

Train epoch 37
[E37B0  |    448/60000 (  1%) ] Loss: 0.3302 top1= 90.9091

=== Log global consensus distance @ E37B0 ===
consensus_distance=0.002



=== Log clique consensus distance @ E37B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.006


[E37B10 |   4928/60000 (  8%) ] Loss: 0.3546 top1= 89.7727

=== Log global consensus distance @ E37B10 ===
consensus_distance=0.002



=== Log clique consensus distance @ E37B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005


[E37B20 |   9408/60000 ( 16%) ] Loss: 0.3209 top1= 91.1932

=== Log global consensus distance @ E37B20 ===
consensus_distance=0.002



=== Log clique consensus distance @ E37B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.006



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2955 top1= 91.5865


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2955 top1= 91.6166


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2964 top1= 91.5865

Train epoch 38
[E38B0  |    448/60000 (  1%) ] Loss: 0.3277 top1= 90.3409

=== Log global consensus distance @ E38B0 ===
consensus_distance=0.002



=== Log clique consensus distance @ E38B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007


[E38B10 |   4928/60000 (  8%) ] Loss: 0.3427 top1= 90.0568

=== Log global consensus distance @ E38B10 ===
consensus_distance=0.002



=== Log clique consensus distance @ E38B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007


[E38B20 |   9408/60000 ( 16%) ] Loss: 0.3180 top1= 92.0455

=== Log global consensus distance @ E38B20 ===
consensus_distance=0.002



=== Log clique consensus distance @ E38B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2935 top1= 91.5565


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2942 top1= 91.5966


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2927 top1= 91.7668

Train epoch 39
[E39B0  |    448/60000 (  1%) ] Loss: 0.3208 top1= 90.6250

=== Log global consensus distance @ E39B0 ===
consensus_distance=0.002



=== Log clique consensus distance @ E39B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.008


[E39B10 |   4928/60000 (  8%) ] Loss: 0.3344 top1= 90.6250

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



=== Log clique consensus distance @ E39B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.008


[E39B20 |   9408/60000 ( 16%) ] Loss: 0.3194 top1= 92.3295

=== Log global consensus distance @ E39B20 ===
consensus_distance=0.002



=== Log clique consensus distance @ E39B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2901 top1= 91.6066


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2907 top1= 91.7268


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2901 top1= 91.6767

Train epoch 40
[E40B0  |    448/60000 (  1%) ] Loss: 0.3161 top1= 90.9091

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



=== Log clique consensus distance @ E40B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007


[E40B10 |   4928/60000 (  8%) ] Loss: 0.3308 top1= 90.9091

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



=== Log clique consensus distance @ E40B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.006


[E40B20 |   9408/60000 ( 16%) ] Loss: 0.3119 top1= 92.8977

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



=== Log clique consensus distance @ E40B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2866 top1= 91.8069


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2877 top1= 91.8670


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2868 top1= 91.8169

