
=== 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: 0.6292 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= 86.1278

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: 0.4926 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= 87.7905

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: 0.4880 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: 0.4329 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= 87.0693


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


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.4074 top1= 88.4615

Train epoch 7
[E 7B0  |    448/60000 (  1%) ] Loss: 0.4707 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: 0.4045 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= 87.3798


=> 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: 0.4272 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: 0.3889 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=0.3697 top1= 89.0925

Train epoch 9
[E 9B0  |    448/60000 (  1%) ] Loss: 0.4309 top1= 87.7841

=== 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: 0.4145 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: 0.3816 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=0.3838 top1= 87.9607


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3535 top1= 89.5533


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3600 top1= 89.2628

Train epoch 10
[E10B0  |    448/60000 (  1%) ] Loss: 0.4241 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: 0.4084 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: 0.3749 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=0.3781 top1= 88.1711


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3469 top1= 89.6134


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3513 top1= 89.4231

Train epoch 11
[E11B0  |    448/60000 (  1%) ] Loss: 0.4218 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: 0.4062 top1= 89.2045

=== 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: 0.3717 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=0.3750 top1= 88.4215


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


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3457 top1= 89.5433

Train epoch 12
[E12B0  |    448/60000 (  1%) ] Loss: 0.4193 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: 0.4077 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: 0.3733 top1= 88.0682

=== 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=0.3728 top1= 88.6619


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3395 top1= 89.9239


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3438 top1= 89.6134

Train epoch 13
[E13B0  |    448/60000 (  1%) ] Loss: 0.4182 top1= 88.9205

=== 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: 0.4104 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: 0.3762 top1= 87.5000

=== 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=0.3689 top1= 88.9123


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3374 top1= 90.0240


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3433 top1= 89.6234

Train epoch 14
[E14B0  |    448/60000 (  1%) ] Loss: 0.4171 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: 0.4137 top1= 89.7727

=== 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: 0.3760 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=0.3656 top1= 89.0825


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3365 top1= 90.1442


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3419 top1= 89.8137

Train epoch 15
[E15B0  |    448/60000 (  1%) ] Loss: 0.4179 top1= 88.9205

=== 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: 0.4159 top1= 88.9205

=== 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: 0.3755 top1= 88.9205

=== 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=0.3628 top1= 89.2628


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3351 top1= 90.2244


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3417 top1= 89.7937

Train epoch 16
[E16B0  |    448/60000 (  1%) ] Loss: 0.4143 top1= 88.9205

=== 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: 0.4137 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=0.053


[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=0.3612 top1= 89.4131


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3319 top1= 90.3245


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3425 top1= 89.7937

Train epoch 17
[E17B0  |    448/60000 (  1%) ] Loss: 0.4116 top1= 89.7727

=== 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: 0.4091 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=0.055


[E17B20 |   9408/60000 ( 16%) ] Loss: 0.3735 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=0.3640 top1= 89.5433


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3310 top1= 90.4247


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3428 top1= 89.8337

Train epoch 18
[E18B0  |    448/60000 (  1%) ] Loss: 0.4087 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: 0.4061 top1= 88.9205

=== 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: 0.3758 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=0.3614 top1= 89.6334


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3299 top1= 90.4748


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3426 top1= 89.8337

Train epoch 19
[E19B0  |    448/60000 (  1%) ] Loss: 0.4085 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=0.059


[E19B10 |   4928/60000 (  8%) ] Loss: 0.4071 top1= 89.2045

=== 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: 0.3760 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=0.058



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3657 top1= 89.4732


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3298 top1= 90.5148


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3431 top1= 89.8938

Train epoch 20
[E20B0  |    448/60000 (  1%) ] Loss: 0.4101 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: 0.4070 top1= 89.2045

=== Log global consensus distance @ E20B10 ===
consensus_distance=0.019



=== Log clique consensus distance @ E20B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.059


[E20B20 |   9408/60000 ( 16%) ] Loss: 0.3777 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=0.3648 top1= 89.5533


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3300 top1= 90.5148


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3434 top1= 89.8638

Train epoch 21
[E21B0  |    448/60000 (  1%) ] Loss: 0.4107 top1= 90.0568

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



=== Log clique consensus distance @ E21B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.061


[E21B10 |   4928/60000 (  8%) ] Loss: 0.4071 top1= 89.2045

=== 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: 0.3783 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=0.061



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3662 top1= 89.6134


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3307 top1= 90.5449


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3432 top1= 89.9038

Train epoch 22
[E22B0  |    448/60000 (  1%) ] Loss: 0.4112 top1= 89.7727

=== Log global consensus distance @ E22B0 ===
consensus_distance=0.020



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


[E22B10 |   4928/60000 (  8%) ] Loss: 0.4072 top1= 89.2045

=== 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: 0.3796 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=0.062



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3673 top1= 89.5933


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3305 top1= 90.5048


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3442 top1= 89.8938

Train epoch 23
[E23B0  |    448/60000 (  1%) ] Loss: 0.4117 top1= 90.3409

=== 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: 0.4080 top1= 88.9205

=== 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: 0.3801 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=0.063



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3684 top1= 89.6534


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3310 top1= 90.5349


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3441 top1= 89.8738

Train epoch 24
[E24B0  |    448/60000 (  1%) ] Loss: 0.4128 top1= 89.7727

=== 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: 0.4101 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: 0.3806 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=0.064



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3693 top1= 89.6534


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3313 top1= 90.4948


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3448 top1= 89.8838

Train epoch 25
[E25B0  |    448/60000 (  1%) ] Loss: 0.4129 top1= 89.7727

=== 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: 0.4106 top1= 89.7727

=== 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: 0.3821 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=0.3702 top1= 89.6735


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3318 top1= 90.5549


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3447 top1= 89.9038

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: 0.4110 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: 0.3805 top1= 88.6364

=== 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=0.3709 top1= 89.6935


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3314 top1= 90.5950


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3453 top1= 89.9139

Train epoch 27
[E27B0  |    448/60000 (  1%) ] Loss: 0.4134 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: 0.4103 top1= 89.7727

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



=== Log clique consensus distance @ E27B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.067


[E27B20 |   9408/60000 ( 16%) ] Loss: 0.3815 top1= 88.3523

=== 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=0.3721 top1= 89.6735


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3326 top1= 90.5649


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3455 top1= 89.8838

Train epoch 28
[E28B0  |    448/60000 (  1%) ] Loss: 0.4139 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: 0.4115 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: 0.3826 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=0.3728 top1= 89.6935


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3325 top1= 90.5649


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3458 top1= 89.9439

Train epoch 29
[E29B0  |    448/60000 (  1%) ] Loss: 0.4131 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: 0.4108 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: 0.3815 top1= 88.0682

=== 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= 89.6835


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3332 top1= 90.6150


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3466 top1= 89.9539

Train epoch 30
[E30B0  |    448/60000 (  1%) ] Loss: 0.4140 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=0.070


[E30B10 |   4928/60000 (  8%) ] Loss: 0.4113 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=0.068


[E30B20 |   9408/60000 ( 16%) ] Loss: 0.3825 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=0.3744 top1= 89.6935


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3337 top1= 90.5449


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3462 top1= 90.0140

Train epoch 31
[E31B0  |    448/60000 (  1%) ] Loss: 0.4138 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: 0.4124 top1= 89.7727

=== 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: 0.3842 top1= 88.0682

=== 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= 89.7035


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3338 top1= 90.5849


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3461 top1= 89.9539

Train epoch 32
[E32B0  |    448/60000 (  1%) ] Loss: 0.4136 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: 0.4132 top1= 89.7727

=== 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: 0.3833 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=0.3762 top1= 89.6935


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3344 top1= 90.5649


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3474 top1= 89.9740

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=0.071


[E33B10 |   4928/60000 (  8%) ] Loss: 0.4133 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: 0.3827 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=0.070



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3768 top1= 89.7636


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3353 top1= 90.5849


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3473 top1= 90.0040

Train epoch 34
[E34B0  |    448/60000 (  1%) ] Loss: 0.4160 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: 0.4136 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: 0.3829 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=0.3770 top1= 89.7636


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3349 top1= 90.5649


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3473 top1= 90.0040

Train epoch 35
[E35B0  |    448/60000 (  1%) ] Loss: 0.4143 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=0.072


[E35B10 |   4928/60000 (  8%) ] Loss: 0.4130 top1= 89.7727

=== 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: 0.3831 top1= 88.0682

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



=== Log clique consensus distance @ E35B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.071



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3779 top1= 89.7636


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3356 top1= 90.5248


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3476 top1= 90.0040

Train epoch 36
[E36B0  |    448/60000 (  1%) ] Loss: 0.4161 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=0.072


[E36B10 |   4928/60000 (  8%) ] Loss: 0.4123 top1= 89.4886

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



=== Log clique consensus distance @ E36B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.071


[E36B20 |   9408/60000 ( 16%) ] Loss: 0.3835 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=0.3785 top1= 89.7736


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3361 top1= 90.6050


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

Train epoch 37
[E37B0  |    448/60000 (  1%) ] Loss: 0.4175 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=0.073


[E37B10 |   4928/60000 (  8%) ] Loss: 0.4124 top1= 89.7727

=== 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: 0.3821 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=0.072



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3789 top1= 89.7636


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3359 top1= 90.5649


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3479 top1= 90.0541

Train epoch 38
[E38B0  |    448/60000 (  1%) ] Loss: 0.4169 top1= 89.4886

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



=== Log clique consensus distance @ E38B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.073


[E38B10 |   4928/60000 (  8%) ] Loss: 0.4135 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=0.072


[E38B20 |   9408/60000 ( 16%) ] Loss: 0.3840 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=0.3798 top1= 89.7837


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


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3491 top1= 90.0040

Train epoch 39
[E39B0  |    448/60000 (  1%) ] Loss: 0.4183 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: 0.4134 top1= 89.4886

=== 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: 0.3837 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=0.3803 top1= 89.8037


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3371 top1= 90.5549


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3488 top1= 90.0341

Train epoch 40
[E40B0  |    448/60000 (  1%) ] Loss: 0.4202 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: 0.4141 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: 0.3833 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=0.3810 top1= 89.7837


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3374 top1= 90.5649


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3493 top1= 90.0641

