
=== 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: 2.2547 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: 2.1982 top1= 29.2614

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



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1027 top1= 53.0248


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1023 top1= 55.5288


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0983 top1= 49.0284

Train epoch 2
[E 2B0  |    448/60000 (  1%) ] Loss: 2.0954 top1= 40.0568

=== 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: 1.9461 top1= 56.2500

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



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


[E 2B20 |   9408/60000 ( 16%) ] Loss: 1.7678 top1= 63.9205

=== Log global consensus distance @ E2B20 ===
consensus_distance=0.002



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5392 top1= 67.9087


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5421 top1= 69.6014


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.5381 top1= 68.3293

Train epoch 3
[E 3B0  |    448/60000 (  1%) ] Loss: 1.5715 top1= 60.2273

=== Log global consensus distance @ E3B0 ===
consensus_distance=0.003



=== Log clique consensus distance @ E3B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007


[E 3B10 |   4928/60000 (  8%) ] Loss: 1.2845 top1= 68.1818

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



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


[E 3B20 |   9408/60000 ( 16%) ] Loss: 1.0160 top1= 76.4205

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



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8235 top1= 79.2268


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.8127 top1= 80.3085


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.8116 top1= 80.6190

Train epoch 4
[E 4B0  |    448/60000 (  1%) ] Loss: 0.9360 top1= 73.2955

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



=== Log clique consensus distance @ E4B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.012


[E 4B10 |   4928/60000 (  8%) ] Loss: 0.7595 top1= 77.5568

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



=== Log clique consensus distance @ E4B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.014


[E 4B20 |   9408/60000 ( 16%) ] Loss: 0.6293 top1= 83.5227

=== Log global consensus distance @ E4B20 ===
consensus_distance=0.007



=== Log clique consensus distance @ E4B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.015



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5576 top1= 84.3850


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5446 top1= 85.6671


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5387 top1= 86.1378

Train epoch 5
[E 5B0  |    448/60000 (  1%) ] Loss: 0.6444 top1= 80.6818

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



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


[E 5B10 |   4928/60000 (  8%) ] Loss: 0.5661 top1= 84.0909

=== Log global consensus distance @ E5B10 ===
consensus_distance=0.008



=== Log clique consensus distance @ E5B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.017


[E 5B20 |   9408/60000 ( 16%) ] Loss: 0.4927 top1= 86.9318

=== Log global consensus distance @ E5B20 ===
consensus_distance=0.008



=== Log clique consensus distance @ E5B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.018



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4655 top1= 86.6086


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.4530 top1= 87.7804


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.4491 top1= 87.7704

Train epoch 6
[E 6B0  |    448/60000 (  1%) ] Loss: 0.5235 top1= 84.3750

=== Log global consensus distance @ E6B0 ===
consensus_distance=0.009



=== Log clique consensus distance @ E6B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.020


[E 6B10 |   4928/60000 (  8%) ] Loss: 0.4879 top1= 86.0795

=== Log global consensus distance @ E6B10 ===
consensus_distance=0.009



=== Log clique consensus distance @ E6B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.021


[E 6B20 |   9408/60000 ( 16%) ] Loss: 0.4330 top1= 88.3523

=== Log global consensus distance @ E6B20 ===
consensus_distance=0.009



=== Log clique consensus distance @ E6B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.022



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4256 top1= 87.0793


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.4082 top1= 88.6118


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.4074 top1= 88.4716

Train epoch 7
[E 7B0  |    448/60000 (  1%) ] Loss: 0.4708 top1= 84.9432

=== Log global consensus distance @ E7B0 ===
consensus_distance=0.010



=== Log clique consensus distance @ E7B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.024


[E 7B10 |   4928/60000 (  8%) ] Loss: 0.4499 top1= 87.5000

=== Log global consensus distance @ E7B10 ===
consensus_distance=0.010



=== Log clique consensus distance @ E7B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.024


[E 7B20 |   9408/60000 ( 16%) ] Loss: 0.4043 top1= 88.6364

=== Log global consensus distance @ E7B20 ===
consensus_distance=0.010



=== Log clique consensus distance @ E7B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.025



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4073 top1= 87.3898


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3818 top1= 89.0024


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3841 top1= 88.8421

Train epoch 8
[E 8B0  |    448/60000 (  1%) ] Loss: 0.4451 top1= 86.6477

=== Log global consensus distance @ E8B0 ===
consensus_distance=0.011



=== Log clique consensus distance @ E8B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.027


[E 8B10 |   4928/60000 (  8%) ] Loss: 0.4273 top1= 87.7841

=== Log global consensus distance @ E8B10 ===
consensus_distance=0.011



=== Log clique consensus distance @ E8B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.028


[E 8B20 |   9408/60000 ( 16%) ] Loss: 0.3892 top1= 88.9205

=== Log global consensus distance @ E8B20 ===
consensus_distance=0.011



=== Log clique consensus distance @ E8B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.029



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3943 top1= 87.6202


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3650 top1= 89.2829


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3698 top1= 89.0925

Train epoch 9
[E 9B0  |    448/60000 (  1%) ] Loss: 0.4312 top1= 87.5000

=== Log global consensus distance @ E9B0 ===
consensus_distance=0.011



=== Log clique consensus distance @ E9B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.031


[E 9B10 |   4928/60000 (  8%) ] Loss: 0.4147 top1= 89.4886

=== Log global consensus distance @ E9B10 ===
consensus_distance=0.012



=== Log clique consensus distance @ E9B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.031


[E 9B20 |   9408/60000 ( 16%) ] Loss: 0.3813 top1= 87.7841

=== Log global consensus distance @ E9B20 ===
consensus_distance=0.012



=== Log clique consensus distance @ E9B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.033



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3839 top1= 87.9708


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3537 top1= 89.5433


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3598 top1= 89.2628

Train epoch 10
[E10B0  |    448/60000 (  1%) ] Loss: 0.4243 top1= 87.7841

=== Log global consensus distance @ E10B0 ===
consensus_distance=0.012



=== Log clique consensus distance @ E10B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.035


[E10B10 |   4928/60000 (  8%) ] Loss: 0.4087 top1= 89.7727

=== Log global consensus distance @ E10B10 ===
consensus_distance=0.013



=== Log clique consensus distance @ E10B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.035


[E10B20 |   9408/60000 ( 16%) ] Loss: 0.3740 top1= 88.0682

=== Log global consensus distance @ E10B20 ===
consensus_distance=0.013



=== Log clique consensus distance @ E10B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.036



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3783 top1= 88.1911


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3470 top1= 89.6134


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3514 top1= 89.4631

Train epoch 11
[E11B0  |    448/60000 (  1%) ] Loss: 0.4220 top1= 87.7841

=== Log global consensus distance @ E11B0 ===
consensus_distance=0.013



=== Log clique consensus distance @ E11B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.038


[E11B10 |   4928/60000 (  8%) ] Loss: 0.4066 top1= 88.9205

=== Log global consensus distance @ E11B10 ===
consensus_distance=0.014



=== Log clique consensus distance @ E11B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.039


[E11B20 |   9408/60000 ( 16%) ] Loss: 0.3718 top1= 88.0682

=== Log global consensus distance @ E11B20 ===
consensus_distance=0.014



=== Log clique consensus distance @ E11B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.040



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3751 top1= 88.3814


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3423 top1= 89.8538


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3457 top1= 89.5733

Train epoch 12
[E12B0  |    448/60000 (  1%) ] Loss: 0.4192 top1= 88.3523

=== Log global consensus distance @ E12B0 ===
consensus_distance=0.014



=== Log clique consensus distance @ E12B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.042


[E12B10 |   4928/60000 (  8%) ] Loss: 0.4083 top1= 89.2045

=== Log global consensus distance @ E12B10 ===
consensus_distance=0.014



=== Log clique consensus distance @ E12B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.042


[E12B20 |   9408/60000 ( 16%) ] Loss: 0.3741 top1= 87.7841

=== Log global consensus distance @ E12B20 ===
consensus_distance=0.015



=== Log clique consensus distance @ E12B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.043



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3729 top1= 88.6218


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3391 top1= 89.9439


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3436 top1= 89.6735

Train epoch 13
[E13B0  |    448/60000 (  1%) ] Loss: 0.4179 top1= 88.6364

=== Log global consensus distance @ E13B0 ===
consensus_distance=0.015



=== Log clique consensus distance @ E13B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.045


[E13B10 |   4928/60000 (  8%) ] Loss: 0.4116 top1= 89.2045

=== Log global consensus distance @ E13B10 ===
consensus_distance=0.015



=== Log clique consensus distance @ E13B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.045


[E13B20 |   9408/60000 ( 16%) ] Loss: 0.3755 top1= 87.7841

=== Log global consensus distance @ E13B20 ===
consensus_distance=0.016



=== Log clique consensus distance @ E13B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.046



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3684 top1= 88.9323


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3371 top1= 90.0541


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3431 top1= 89.6234

Train epoch 14
[E14B0  |    448/60000 (  1%) ] Loss: 0.4179 top1= 88.9205

=== Log global consensus distance @ E14B0 ===
consensus_distance=0.016



=== Log clique consensus distance @ E14B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.048


[E14B10 |   4928/60000 (  8%) ] Loss: 0.4139 top1= 89.4886

=== Log global consensus distance @ E14B10 ===
consensus_distance=0.016



=== Log clique consensus distance @ E14B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.048


[E14B20 |   9408/60000 ( 16%) ] Loss: 0.3766 top1= 88.6364

=== Log global consensus distance @ E14B20 ===
consensus_distance=0.016



=== Log clique consensus distance @ E14B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.049



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3663 top1= 89.0425


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3366 top1= 90.1142


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3416 top1= 89.8137

Train epoch 15
[E15B0  |    448/60000 (  1%) ] Loss: 0.4177 top1= 88.6364

=== Log global consensus distance @ E15B0 ===
consensus_distance=0.017



=== Log clique consensus distance @ E15B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.051


[E15B10 |   4928/60000 (  8%) ] Loss: 0.4162 top1= 89.2045

=== Log global consensus distance @ E15B10 ===
consensus_distance=0.017



=== Log clique consensus distance @ E15B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.050


[E15B20 |   9408/60000 ( 16%) ] Loss: 0.3747 top1= 88.6364

=== Log global consensus distance @ E15B20 ===
consensus_distance=0.017



=== Log clique consensus distance @ E15B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.051



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3626 top1= 89.2428


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3347 top1= 90.2043


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3421 top1= 89.7837

Train epoch 16
[E16B0  |    448/60000 (  1%) ] Loss: 0.4145 top1= 89.2045

=== Log global consensus distance @ E16B0 ===
consensus_distance=0.018



=== Log clique consensus distance @ E16B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.053


[E16B10 |   4928/60000 (  8%) ] Loss: 0.4144 top1= 88.9205

=== Log global consensus distance @ E16B10 ===
consensus_distance=0.018



=== Log clique consensus distance @ E16B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.052


[E16B20 |   9408/60000 ( 16%) ] Loss: 0.3739 top1= 88.3523

=== Log global consensus distance @ E16B20 ===
consensus_distance=0.018



=== Log clique consensus distance @ E16B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.053



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3610 top1= 89.4030


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3320 top1= 90.3345


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3424 top1= 89.7937

Train epoch 17
[E17B0  |    448/60000 (  1%) ] Loss: 0.4124 top1= 90.0568

=== Log global consensus distance @ E17B0 ===
consensus_distance=0.018



=== Log clique consensus distance @ E17B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.055


[E17B10 |   4928/60000 (  8%) ] Loss: 0.4094 top1= 88.9205

=== Log global consensus distance @ E17B10 ===
consensus_distance=0.018



=== Log clique consensus distance @ E17B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.054


[E17B20 |   9408/60000 ( 16%) ] Loss: 0.3729 top1= 88.0682

=== Log global consensus distance @ E17B20 ===
consensus_distance=0.018



=== Log clique consensus distance @ E17B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.055



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3647 top1= 89.4832


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3310 top1= 90.4547


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3428 top1= 89.8237

Train epoch 18
[E18B0  |    448/60000 (  1%) ] Loss: 0.4086 top1= 89.7727

=== Log global consensus distance @ E18B0 ===
consensus_distance=0.019



=== Log clique consensus distance @ E18B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.057


[E18B10 |   4928/60000 (  8%) ] Loss: 0.4059 top1= 89.2045

=== Log global consensus distance @ E18B10 ===
consensus_distance=0.019



=== Log clique consensus distance @ E18B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.056


[E18B20 |   9408/60000 ( 16%) ] Loss: 0.3764 top1= 88.6364

=== Log global consensus distance @ E18B20 ===
consensus_distance=0.019



=== Log clique consensus distance @ E18B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.057



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3621 top1= 89.6334


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3303 top1= 90.4948


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3430 top1= 89.8137

Train epoch 19
[E19B0  |    448/60000 (  1%) ] Loss: 0.4092 top1= 89.7727

=== Log global consensus distance @ E19B0 ===
consensus_distance=0.019



=== Log clique consensus distance @ E19B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.058


[E19B10 |   4928/60000 (  8%) ] Loss: 0.4077 top1= 88.9205

=== Log global consensus distance @ E19B10 ===
consensus_distance=0.019



=== Log clique consensus distance @ E19B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.058


[E19B20 |   9408/60000 ( 16%) ] Loss: 0.3759 top1= 88.3523

=== Log global consensus distance @ E19B20 ===
consensus_distance=0.019



=== Log clique consensus distance @ E19B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.059



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3657 top1= 89.4832


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3300 top1= 90.4948


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3428 top1= 89.8838

Train epoch 20
[E20B0  |    448/60000 (  1%) ] Loss: 0.4110 top1= 90.0568

=== Log global consensus distance @ E20B0 ===
consensus_distance=0.020



=== Log clique consensus distance @ E20B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.060


[E20B10 |   4928/60000 (  8%) ] Loss: 0.4067 top1= 88.9205

=== Log global consensus distance @ E20B10 ===
consensus_distance=0.020



=== Log clique consensus distance @ E20B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.060


[E20B20 |   9408/60000 ( 16%) ] Loss: 0.3771 top1= 88.3523

=== Log global consensus distance @ E20B20 ===
consensus_distance=0.020



=== Log clique consensus distance @ E20B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.060



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3650 top1= 89.5733


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3302 top1= 90.5048


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3434 top1= 89.8838

Train epoch 21
[E21B0  |    448/60000 (  1%) ] Loss: 0.4119 top1= 89.7727

=== Log global consensus distance @ E21B0 ===
consensus_distance=0.020



=== Log clique consensus distance @ E21B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.062


[E21B10 |   4928/60000 (  8%) ] Loss: 0.4064 top1= 89.4886

=== Log global consensus distance @ E21B10 ===
consensus_distance=0.020



=== Log clique consensus distance @ E21B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.061


[E21B20 |   9408/60000 ( 16%) ] Loss: 0.3778 top1= 88.3523

=== Log global consensus distance @ E21B20 ===
consensus_distance=0.020



=== Log clique consensus distance @ E21B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.062



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3665 top1= 89.6134


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3307 top1= 90.5248


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3438 top1= 89.8037

Train epoch 22
[E22B0  |    448/60000 (  1%) ] Loss: 0.4105 top1= 89.7727

=== Log global consensus distance @ E22B0 ===
consensus_distance=0.021



=== Log clique consensus distance @ E22B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.063


[E22B10 |   4928/60000 (  8%) ] Loss: 0.4086 top1= 88.9205

=== Log global consensus distance @ E22B10 ===
consensus_distance=0.020



=== Log clique consensus distance @ E22B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.062


[E22B20 |   9408/60000 ( 16%) ] Loss: 0.3794 top1= 88.3523

=== Log global consensus distance @ E22B20 ===
consensus_distance=0.020



=== Log clique consensus distance @ E22B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.063



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3674 top1= 89.6134


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3308 top1= 90.4848


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3442 top1= 89.8237

Train epoch 23
[E23B0  |    448/60000 (  1%) ] Loss: 0.4128 top1= 89.7727

=== Log global consensus distance @ E23B0 ===
consensus_distance=0.021



=== Log clique consensus distance @ E23B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.064


[E23B10 |   4928/60000 (  8%) ] Loss: 0.4079 top1= 89.2045

=== Log global consensus distance @ E23B10 ===
consensus_distance=0.021



=== Log clique consensus distance @ E23B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.063


[E23B20 |   9408/60000 ( 16%) ] Loss: 0.3786 top1= 88.6364

=== Log global consensus distance @ E23B20 ===
consensus_distance=0.021



=== Log clique consensus distance @ E23B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.064



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3686 top1= 89.6534


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3312 top1= 90.5148


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3441 top1= 89.8938

Train epoch 24
[E24B0  |    448/60000 (  1%) ] Loss: 0.4118 top1= 90.3409

=== Log global consensus distance @ E24B0 ===
consensus_distance=0.021



=== Log clique consensus distance @ E24B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.065


[E24B10 |   4928/60000 (  8%) ] Loss: 0.4087 top1= 89.7727

=== Log global consensus distance @ E24B10 ===
consensus_distance=0.021



=== Log clique consensus distance @ E24B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.064


[E24B20 |   9408/60000 ( 16%) ] Loss: 0.3797 top1= 88.3523

=== Log global consensus distance @ E24B20 ===
consensus_distance=0.021



=== Log clique consensus distance @ E24B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.065



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3696 top1= 89.6534


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3313 top1= 90.5148


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3449 top1= 89.8838

Train epoch 25
[E25B0  |    448/60000 (  1%) ] Loss: 0.4121 top1= 90.0568

=== Log global consensus distance @ E25B0 ===
consensus_distance=0.021



=== Log clique consensus distance @ E25B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.066


[E25B10 |   4928/60000 (  8%) ] Loss: 0.4103 top1= 89.4886

=== Log global consensus distance @ E25B10 ===
consensus_distance=0.021



=== Log clique consensus distance @ E25B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.065


[E25B20 |   9408/60000 ( 16%) ] Loss: 0.3803 top1= 88.3523

=== Log global consensus distance @ E25B20 ===
consensus_distance=0.021



=== Log clique consensus distance @ E25B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.065



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3704 top1= 89.6835


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3317 top1= 90.5248


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3453 top1= 89.8738

Train epoch 26
[E26B0  |    448/60000 (  1%) ] Loss: 0.4133 top1= 89.7727

=== Log global consensus distance @ E26B0 ===
consensus_distance=0.022



=== Log clique consensus distance @ E26B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.067


[E26B10 |   4928/60000 (  8%) ] Loss: 0.4099 top1= 89.2045

=== Log global consensus distance @ E26B10 ===
consensus_distance=0.021



=== Log clique consensus distance @ E26B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.066


[E26B20 |   9408/60000 ( 16%) ] Loss: 0.3814 top1= 88.3523

=== Log global consensus distance @ E26B20 ===
consensus_distance=0.022



=== Log clique consensus distance @ E26B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.066



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3716 top1= 89.6935


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3321 top1= 90.5749


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3452 top1= 89.8838

Train epoch 27
[E27B0  |    448/60000 (  1%) ] Loss: 0.4136 top1= 89.7727

=== Log global consensus distance @ E27B0 ===
consensus_distance=0.022



=== Log clique consensus distance @ E27B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.067


[E27B10 |   4928/60000 (  8%) ] Loss: 0.4097 top1= 89.4886

=== Log global consensus distance @ E27B10 ===
consensus_distance=0.022



=== Log clique consensus distance @ E27B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.066


[E27B20 |   9408/60000 ( 16%) ] Loss: 0.3814 top1= 87.7841

=== Log global consensus distance @ E27B20 ===
consensus_distance=0.022



=== Log clique consensus distance @ E27B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.067



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3723 top1= 89.6835


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3323 top1= 90.6050


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3455 top1= 89.9239

Train epoch 28
[E28B0  |    448/60000 (  1%) ] Loss: 0.4132 top1= 89.7727

=== Log global consensus distance @ E28B0 ===
consensus_distance=0.022



=== Log clique consensus distance @ E28B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.068


[E28B10 |   4928/60000 (  8%) ] Loss: 0.4113 top1= 89.4886

=== Log global consensus distance @ E28B10 ===
consensus_distance=0.022



=== Log clique consensus distance @ E28B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.067


[E28B20 |   9408/60000 ( 16%) ] Loss: 0.3825 top1= 87.7841

=== Log global consensus distance @ E28B20 ===
consensus_distance=0.022



=== Log clique consensus distance @ E28B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.068



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3731 top1= 89.6735


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3327 top1= 90.6050


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3462 top1= 89.9539

Train epoch 29
[E29B0  |    448/60000 (  1%) ] Loss: 0.4149 top1= 89.7727

=== Log global consensus distance @ E29B0 ===
consensus_distance=0.022



=== Log clique consensus distance @ E29B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.069


[E29B10 |   4928/60000 (  8%) ] Loss: 0.4116 top1= 89.7727

=== Log global consensus distance @ E29B10 ===
consensus_distance=0.022



=== Log clique consensus distance @ E29B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.068


[E29B20 |   9408/60000 ( 16%) ] Loss: 0.3828 top1= 88.3523

=== Log global consensus distance @ E29B20 ===
consensus_distance=0.022



=== Log clique consensus distance @ E29B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.068



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3740 top1= 89.7035


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3333 top1= 90.5950


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3459 top1= 89.9139

Train epoch 30
[E30B0  |    448/60000 (  1%) ] Loss: 0.4138 top1= 89.7727

=== Log global consensus distance @ E30B0 ===
consensus_distance=0.023



=== Log clique consensus distance @ E30B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.069


[E30B10 |   4928/60000 (  8%) ] Loss: 0.4124 top1= 89.7727

=== Log global consensus distance @ E30B10 ===
consensus_distance=0.022



=== Log clique consensus distance @ E30B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.069


[E30B20 |   9408/60000 ( 16%) ] Loss: 0.3828 top1= 87.7841

=== Log global consensus distance @ E30B20 ===
consensus_distance=0.022



=== Log clique consensus distance @ E30B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.069



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3748 top1= 89.7035


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3335 top1= 90.6250


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3469 top1= 89.9639

Train epoch 31
[E31B0  |    448/60000 (  1%) ] Loss: 0.4152 top1= 89.7727

=== Log global consensus distance @ E31B0 ===
consensus_distance=0.023



=== Log clique consensus distance @ E31B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.070


[E31B10 |   4928/60000 (  8%) ] Loss: 0.4117 top1= 89.4886

=== Log global consensus distance @ E31B10 ===
consensus_distance=0.023



=== Log clique consensus distance @ E31B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.069


[E31B20 |   9408/60000 ( 16%) ] Loss: 0.3843 top1= 87.7841

=== Log global consensus distance @ E31B20 ===
consensus_distance=0.023



=== Log clique consensus distance @ E31B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.069



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3753 top1= 89.6835


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3336 top1= 90.6250


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3467 top1= 89.9539

Train epoch 32
[E32B0  |    448/60000 (  1%) ] Loss: 0.4148 top1= 89.7727

=== Log global consensus distance @ E32B0 ===
consensus_distance=0.023



=== Log clique consensus distance @ E32B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.071


[E32B10 |   4928/60000 (  8%) ] Loss: 0.4140 top1= 89.4886

=== Log global consensus distance @ E32B10 ===
consensus_distance=0.023



=== Log clique consensus distance @ E32B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.070


[E32B20 |   9408/60000 ( 16%) ] Loss: 0.3853 top1= 87.7841

=== Log global consensus distance @ E32B20 ===
consensus_distance=0.023



=== Log clique consensus distance @ E32B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.070



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3763 top1= 89.7035


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3341 top1= 90.5950


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3476 top1= 89.9840

Train epoch 33
[E33B0  |    448/60000 (  1%) ] Loss: 0.4162 top1= 89.7727

=== Log global consensus distance @ E33B0 ===
consensus_distance=0.023



=== Log clique consensus distance @ E33B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.072


[E33B10 |   4928/60000 (  8%) ] Loss: 0.4113 top1= 90.0568

=== Log global consensus distance @ E33B10 ===
consensus_distance=0.023



=== Log clique consensus distance @ E33B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.070


[E33B20 |   9408/60000 ( 16%) ] Loss: 0.3833 top1= 87.7841

=== Log global consensus distance @ E33B20 ===
consensus_distance=0.023



=== Log clique consensus distance @ E33B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.071



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3773 top1= 89.7135


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3348 top1= 90.6050


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3478 top1= 89.9740

Train epoch 34
[E34B0  |    448/60000 (  1%) ] Loss: 0.4168 top1= 89.7727

=== Log global consensus distance @ E34B0 ===
consensus_distance=0.023



=== Log clique consensus distance @ E34B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.072


[E34B10 |   4928/60000 (  8%) ] Loss: 0.4124 top1= 89.7727

=== Log global consensus distance @ E34B10 ===
consensus_distance=0.023



=== Log clique consensus distance @ E34B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.071


[E34B20 |   9408/60000 ( 16%) ] Loss: 0.3860 top1= 87.7841

=== Log global consensus distance @ E34B20 ===
consensus_distance=0.023



=== Log clique consensus distance @ E34B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.071



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3779 top1= 89.7536


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3350 top1= 90.5849


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3484 top1= 90.0040

Train epoch 35
[E35B0  |    448/60000 (  1%) ] Loss: 0.4171 top1= 89.7727

=== Log global consensus distance @ E35B0 ===
consensus_distance=0.024



=== Log clique consensus distance @ E35B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.073


[E35B10 |   4928/60000 (  8%) ] Loss: 0.4131 top1= 90.0568

=== Log global consensus distance @ E35B10 ===
consensus_distance=0.023



=== Log clique consensus distance @ E35B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.071


[E35B20 |   9408/60000 ( 16%) ] Loss: 0.3860 top1= 87.7841

=== Log global consensus distance @ E35B20 ===
consensus_distance=0.023



=== Log clique consensus distance @ E35B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.072



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3786 top1= 89.7336


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3352 top1= 90.5749


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3487 top1= 90.0341

Train epoch 36
[E36B0  |    448/60000 (  1%) ] Loss: 0.4183 top1= 89.7727

=== Log global consensus distance @ E36B0 ===
consensus_distance=0.024



=== Log clique consensus distance @ E36B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.073


[E36B10 |   4928/60000 (  8%) ] Loss: 0.4138 top1= 89.7727

=== Log global consensus distance @ E36B10 ===
consensus_distance=0.023



=== Log clique consensus distance @ E36B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.072


[E36B20 |   9408/60000 ( 16%) ] Loss: 0.3866 top1= 87.7841

=== Log global consensus distance @ E36B20 ===
consensus_distance=0.024



=== Log clique consensus distance @ E36B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.072



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


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3358 top1= 90.5649


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3486 top1= 90.0240

Train epoch 37
[E37B0  |    448/60000 (  1%) ] Loss: 0.4181 top1= 89.7727

=== Log global consensus distance @ E37B0 ===
consensus_distance=0.024



=== Log clique consensus distance @ E37B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.074


[E37B10 |   4928/60000 (  8%) ] Loss: 0.4135 top1= 90.0568

=== Log global consensus distance @ E37B10 ===
consensus_distance=0.024



=== Log clique consensus distance @ E37B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.072


[E37B20 |   9408/60000 ( 16%) ] Loss: 0.3872 top1= 87.7841

=== Log global consensus distance @ E37B20 ===
consensus_distance=0.024



=== Log clique consensus distance @ E37B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.073



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3795 top1= 89.7436


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3360 top1= 90.5849


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3487 top1= 90.0541

Train epoch 38
[E38B0  |    448/60000 (  1%) ] Loss: 0.4176 top1= 89.7727

=== Log global consensus distance @ E38B0 ===
consensus_distance=0.024



=== Log clique consensus distance @ E38B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.074


[E38B10 |   4928/60000 (  8%) ] Loss: 0.4141 top1= 89.7727

=== Log global consensus distance @ E38B10 ===
consensus_distance=0.024



=== Log clique consensus distance @ E38B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.073


[E38B20 |   9408/60000 ( 16%) ] Loss: 0.3844 top1= 87.7841

=== Log global consensus distance @ E38B20 ===
consensus_distance=0.024



=== Log clique consensus distance @ E38B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.073



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3801 top1= 89.7336


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3366 top1= 90.5749


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3489 top1= 90.0441

Train epoch 39
[E39B0  |    448/60000 (  1%) ] Loss: 0.4186 top1= 89.7727

=== Log global consensus distance @ E39B0 ===
consensus_distance=0.024



=== Log clique consensus distance @ E39B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.074


[E39B10 |   4928/60000 (  8%) ] Loss: 0.4136 top1= 89.7727

=== Log global consensus distance @ E39B10 ===
consensus_distance=0.024



=== Log clique consensus distance @ E39B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.073


[E39B20 |   9408/60000 ( 16%) ] Loss: 0.3841 top1= 87.7841

=== Log global consensus distance @ E39B20 ===
consensus_distance=0.024



=== Log clique consensus distance @ E39B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.073



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3805 top1= 89.7536


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3366 top1= 90.5549


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3488 top1= 90.1042

Train epoch 40
[E40B0  |    448/60000 (  1%) ] Loss: 0.4190 top1= 89.7727

=== Log global consensus distance @ E40B0 ===
consensus_distance=0.024



=== Log clique consensus distance @ E40B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.075


[E40B10 |   4928/60000 (  8%) ] Loss: 0.4131 top1= 89.7727

=== Log global consensus distance @ E40B10 ===
consensus_distance=0.024



=== Log clique consensus distance @ E40B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.073


[E40B20 |   9408/60000 ( 16%) ] Loss: 0.3842 top1= 87.7841

=== Log global consensus distance @ E40B20 ===
consensus_distance=0.024



=== Log clique consensus distance @ E40B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.074



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3813 top1= 89.7736


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3375 top1= 90.5649


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3493 top1= 90.0441

