
=== 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)

=== Start adding graph ===
TwoCliquesWithByzantine(m=5,b=1)

Train epoch 1
[E 1B0  |    384/60000 (  1%) ] Loss: 2.3142 top1=  7.6705

=== Peeking data label distribution E1B0 ===
Worker 0 has targets: tensor([0, 0, 0, 0, 0], device='cuda:0')
Worker 1 has targets: tensor([1, 1, 1, 0, 1], device='cuda:0')
Worker 2 has targets: tensor([1, 1, 2, 1, 1], device='cuda:0')
Worker 3 has targets: tensor([2, 2, 3, 2, 2], device='cuda:0')
Worker 4 has targets: tensor([3, 3, 3, 3, 3], device='cuda:0')
Worker 5 has targets: tensor([4, 4, 4, 4, 4], device='cuda:0')
Worker 6 has targets: tensor([5, 5, 5, 5, 5], device='cuda:0')
Worker 7 has targets: tensor([6, 6, 6, 5, 6], device='cuda:0')
Worker 8 has targets: tensor([6, 7, 7, 6, 6], device='cuda:0')
Worker 9 has targets: tensor([7, 7, 8, 7, 7], device='cuda:0')
Worker 10 has targets: tensor([8, 8, 9, 8, 8], device='cuda:0')
Worker 11 has targets: tensor([9, 9, 9, 9, 9], 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 |   4224/60000 (  7%) ] Loss: 2.2306 top1= 21.8750

=== Log global consensus distance @ E1B10 ===
consensus_distance=0.001



=== Log clique consensus distance @ E1B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.002


[E 1B20 |   8064/60000 ( 13%) ] Loss: 2.1758 top1= 24.7159

=== Log global consensus distance @ E1B20 ===
consensus_distance=0.002



=== Log clique consensus distance @ E1B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2992 top1=  9.7456


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2841 top1= 11.1078


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2898 top1=  9.7456

Train epoch 2
[E 2B0  |    384/60000 (  1%) ] Loss: 2.1351 top1= 16.4773

=== Log global consensus distance @ E2B0 ===
consensus_distance=0.003



=== Log clique consensus distance @ E2B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007


[E 2B10 |   4224/60000 (  7%) ] Loss: 2.1182 top1= 13.6364

=== Log global consensus distance @ E2B10 ===
consensus_distance=0.004



=== Log clique consensus distance @ E2B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.010


[E 2B20 |   8064/60000 ( 13%) ] Loss: 2.1221 top1= 11.0795

=== Log global consensus distance @ E2B20 ===
consensus_distance=0.005



=== Log clique consensus distance @ E2B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.013



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.3917 top1=  9.7456


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3206 top1=  9.7456


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3281 top1=  9.7456

Train epoch 3
[E 3B0  |    384/60000 (  1%) ] Loss: 2.1344 top1= 10.5114

=== Log global consensus distance @ E3B0 ===
consensus_distance=0.006



=== Log clique consensus distance @ E3B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.017


[E 3B10 |   4224/60000 (  7%) ] Loss: 2.1380 top1= 11.6477

=== Log global consensus distance @ E3B10 ===
consensus_distance=0.007



=== Log clique consensus distance @ E3B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.021


[E 3B20 |   8064/60000 ( 13%) ] Loss: 2.1510 top1= 11.0795

=== Log global consensus distance @ E3B20 ===
consensus_distance=0.008



=== Log clique consensus distance @ E3B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.024



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.4932 top1=  9.7456


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3612 top1=  9.7456


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3795 top1=  9.7456

Train epoch 4
[E 4B0  |    384/60000 (  1%) ] Loss: 2.1551 top1= 10.7955

=== Log global consensus distance @ E4B0 ===
consensus_distance=0.009



=== Log clique consensus distance @ E4B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.028


[E 4B10 |   4224/60000 (  7%) ] Loss: 2.1422 top1= 12.2159

=== Log global consensus distance @ E4B10 ===
consensus_distance=0.010



=== Log clique consensus distance @ E4B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.031


[E 4B20 |   8064/60000 ( 13%) ] Loss: 2.1482 top1= 11.3636

=== Log global consensus distance @ E4B20 ===
consensus_distance=0.010



=== Log clique consensus distance @ E4B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.035



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.5560 top1=  9.7456


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3782 top1=  9.7857


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4076 top1=  9.7556

Train epoch 5
[E 5B0  |    384/60000 (  1%) ] Loss: 2.1467 top1= 11.9318

=== Log global consensus distance @ E5B0 ===
consensus_distance=0.011



=== Log clique consensus distance @ E5B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.038


[E 5B10 |   4224/60000 (  7%) ] Loss: 2.1308 top1= 13.3523

=== Log global consensus distance @ E5B10 ===
consensus_distance=0.012



=== Log clique consensus distance @ E5B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.040


[E 5B20 |   8064/60000 ( 13%) ] Loss: 2.1372 top1= 12.2159

=== Log global consensus distance @ E5B20 ===
consensus_distance=0.013



=== Log clique consensus distance @ E5B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.043



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.6065 top1= 11.0677


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3879 top1= 15.8053


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4256 top1= 13.0409

Train epoch 6
[E 6B0  |    384/60000 (  1%) ] Loss: 2.1330 top1= 12.5000

=== Log global consensus distance @ E6B0 ===
consensus_distance=0.013



=== Log clique consensus distance @ E6B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.045


[E 6B10 |   4224/60000 (  7%) ] Loss: 2.1166 top1= 13.6364

=== Log global consensus distance @ E6B10 ===
consensus_distance=0.014



=== Log clique consensus distance @ E6B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.047


[E 6B20 |   8064/60000 ( 13%) ] Loss: 2.1241 top1= 12.5000

=== Log global consensus distance @ E6B20 ===
consensus_distance=0.014



=== Log clique consensus distance @ E6B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.049



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.6484 top1= 16.0256


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3931 top1= 18.7099


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4368 top1= 16.9071

Train epoch 7
[E 7B0  |    384/60000 (  1%) ] Loss: 2.1160 top1= 13.3523

=== Log global consensus distance @ E7B0 ===
consensus_distance=0.015



=== Log clique consensus distance @ E7B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.051


[E 7B10 |   4224/60000 (  7%) ] Loss: 2.0986 top1= 14.2045

=== Log global consensus distance @ E7B10 ===
consensus_distance=0.015



=== Log clique consensus distance @ E7B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.052


[E 7B20 |   8064/60000 ( 13%) ] Loss: 2.1082 top1= 13.9205

=== Log global consensus distance @ E7B20 ===
consensus_distance=0.016



=== Log clique consensus distance @ E7B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.054



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.6847 top1= 17.9087


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3963 top1= 19.1406


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4443 top1= 18.0889

Train epoch 8
[E 8B0  |    384/60000 (  1%) ] Loss: 2.0978 top1= 14.2045

=== Log global consensus distance @ E8B0 ===
consensus_distance=0.016



=== Log clique consensus distance @ E8B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.056


[E 8B10 |   4224/60000 (  7%) ] Loss: 2.0800 top1= 15.0568

=== Log global consensus distance @ E8B10 ===
consensus_distance=0.017



=== Log clique consensus distance @ E8B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.057


[E 8B20 |   8064/60000 ( 13%) ] Loss: 2.0915 top1= 15.9091

=== Log global consensus distance @ E8B20 ===
consensus_distance=0.017



=== Log clique consensus distance @ E8B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.058



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.7169 top1= 18.5096


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3985 top1= 19.4511


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4493 top1= 18.5397

Train epoch 9
[E 9B0  |    384/60000 (  1%) ] Loss: 2.0783 top1= 16.4773

=== Log global consensus distance @ E9B0 ===
consensus_distance=0.018



=== Log clique consensus distance @ E9B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.060


[E 9B10 |   4224/60000 (  7%) ] Loss: 2.0594 top1= 16.4773

=== Log global consensus distance @ E9B10 ===
consensus_distance=0.018



=== Log clique consensus distance @ E9B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.061


[E 9B20 |   8064/60000 ( 13%) ] Loss: 2.0688 top1= 16.7614

=== Log global consensus distance @ E9B20 ===
consensus_distance=0.018



=== Log clique consensus distance @ E9B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.062



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.7472 top1= 18.8101


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4000 top1= 19.9619


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4477 top1= 18.7300

Train epoch 10
[E10B0  |    384/60000 (  1%) ] Loss: 2.0484 top1= 17.3295

=== Log global consensus distance @ E10B0 ===
consensus_distance=0.019



=== Log clique consensus distance @ E10B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.064


[E10B10 |   4224/60000 (  7%) ] Loss: 2.0284 top1= 17.0455

=== Log global consensus distance @ E10B10 ===
consensus_distance=0.019



=== Log clique consensus distance @ E10B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.065


[E10B20 |   8064/60000 ( 13%) ] Loss: 2.0415 top1= 17.6136

=== Log global consensus distance @ E10B20 ===
consensus_distance=0.019



=== Log clique consensus distance @ E10B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.066



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.7751 top1= 18.9002


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4012 top1= 20.8133


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4488 top1= 18.8001

Train epoch 11
[E11B0  |    384/60000 (  1%) ] Loss: 2.0216 top1= 18.4659

=== Log global consensus distance @ E11B0 ===
consensus_distance=0.020



=== Log clique consensus distance @ E11B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.067


[E11B10 |   4224/60000 (  7%) ] Loss: 2.0033 top1= 18.7500

=== Log global consensus distance @ E11B10 ===
consensus_distance=0.020



=== Log clique consensus distance @ E11B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.068


[E11B20 |   8064/60000 ( 13%) ] Loss: 2.0192 top1= 17.8977

=== Log global consensus distance @ E11B20 ===
consensus_distance=0.020



=== Log clique consensus distance @ E11B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.069



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.8016 top1= 18.9503


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4025 top1= 21.7348


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4510 top1= 18.9002

Train epoch 12
[E12B0  |    384/60000 (  1%) ] Loss: 1.9988 top1= 19.3182

=== Log global consensus distance @ E12B0 ===
consensus_distance=0.021



=== Log clique consensus distance @ E12B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.071


[E12B10 |   4224/60000 (  7%) ] Loss: 1.9799 top1= 20.1705

=== Log global consensus distance @ E12B10 ===
consensus_distance=0.021



=== Log clique consensus distance @ E12B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.072


[E12B20 |   8064/60000 ( 13%) ] Loss: 1.9965 top1= 18.4659

=== Log global consensus distance @ E12B20 ===
consensus_distance=0.021



=== Log clique consensus distance @ E12B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.072



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.8276 top1= 18.9603


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4046 top1= 22.7664


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4529 top1= 18.9403

Train epoch 13
[E13B0  |    384/60000 (  1%) ] Loss: 1.9723 top1= 19.8864

=== Log global consensus distance @ E13B0 ===
consensus_distance=0.022



=== Log clique consensus distance @ E13B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.074


[E13B10 |   4224/60000 (  7%) ] Loss: 1.9502 top1= 21.3068

=== Log global consensus distance @ E13B10 ===
consensus_distance=0.022



=== Log clique consensus distance @ E13B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.075


[E13B20 |   8064/60000 ( 13%) ] Loss: 1.9695 top1= 19.6023

=== Log global consensus distance @ E13B20 ===
consensus_distance=0.022



=== Log clique consensus distance @ E13B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.075



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.8531 top1= 18.9804


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4088 top1= 24.0585


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4545 top1= 18.9603

Train epoch 14
[E14B0  |    384/60000 (  1%) ] Loss: 1.9451 top1= 20.7386

=== Log global consensus distance @ E14B0 ===
consensus_distance=0.022



=== Log clique consensus distance @ E14B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.077


[E14B10 |   4224/60000 (  7%) ] Loss: 1.9238 top1= 22.7273

=== Log global consensus distance @ E14B10 ===
consensus_distance=0.023



=== Log clique consensus distance @ E14B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.077


[E14B20 |   8064/60000 ( 13%) ] Loss: 1.9461 top1= 21.0227

=== Log global consensus distance @ E14B20 ===
consensus_distance=0.023



=== Log clique consensus distance @ E14B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.078



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.8765 top1= 18.9503


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4125 top1= 24.9299


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4558 top1= 18.9904

Train epoch 15
[E15B0  |    384/60000 (  1%) ] Loss: 1.9213 top1= 21.5909

=== Log global consensus distance @ E15B0 ===
consensus_distance=0.023



=== Log clique consensus distance @ E15B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.079


[E15B10 |   4224/60000 (  7%) ] Loss: 1.9003 top1= 23.5795

=== Log global consensus distance @ E15B10 ===
consensus_distance=0.023



=== Log clique consensus distance @ E15B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.079


[E15B20 |   8064/60000 ( 13%) ] Loss: 1.9254 top1= 22.1591

=== Log global consensus distance @ E15B20 ===
consensus_distance=0.023



=== Log clique consensus distance @ E15B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.080



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.8983 top1= 18.9804


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4159 top1= 25.7812


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4567 top1= 19.0104

Train epoch 16
[E16B0  |    384/60000 (  1%) ] Loss: 1.9007 top1= 22.1591

=== Log global consensus distance @ E16B0 ===
consensus_distance=0.024



=== Log clique consensus distance @ E16B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.081


[E16B10 |   4224/60000 (  7%) ] Loss: 1.8795 top1= 24.1477

=== Log global consensus distance @ E16B10 ===
consensus_distance=0.024



=== Log clique consensus distance @ E16B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.081


[E16B20 |   8064/60000 ( 13%) ] Loss: 1.9071 top1= 23.2955

=== Log global consensus distance @ E16B20 ===
consensus_distance=0.024



=== Log clique consensus distance @ E16B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.082



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.9215 top1= 18.9804


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4196 top1= 26.5325


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4578 top1= 19.0104

Train epoch 17
[E17B0  |    384/60000 (  1%) ] Loss: 1.8832 top1= 23.8636

=== Log global consensus distance @ E17B0 ===
consensus_distance=0.024



=== Log clique consensus distance @ E17B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.083


[E17B10 |   4224/60000 (  7%) ] Loss: 1.8620 top1= 24.7159

=== Log global consensus distance @ E17B10 ===
consensus_distance=0.024



=== Log clique consensus distance @ E17B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.083


[E17B20 |   8064/60000 ( 13%) ] Loss: 1.8910 top1= 24.1477

=== Log global consensus distance @ E17B20 ===
consensus_distance=0.025



=== Log clique consensus distance @ E17B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.083



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.9450 top1= 19.0204


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4234 top1= 27.1234


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4607 top1= 19.0405

Train epoch 18
[E18B0  |    384/60000 (  1%) ] Loss: 1.8671 top1= 25.2841

=== Log global consensus distance @ E18B0 ===
consensus_distance=0.025



=== Log clique consensus distance @ E18B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.084


[E18B10 |   4224/60000 (  7%) ] Loss: 1.8460 top1= 25.2841

=== Log global consensus distance @ E18B10 ===
consensus_distance=0.025



=== Log clique consensus distance @ E18B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.085


[E18B20 |   8064/60000 ( 13%) ] Loss: 1.8761 top1= 24.4318

=== Log global consensus distance @ E18B20 ===
consensus_distance=0.025



=== Log clique consensus distance @ E18B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.085



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.9682 top1= 19.0204


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4276 top1= 27.5541


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4641 top1= 19.0505

Train epoch 19
[E19B0  |    384/60000 (  1%) ] Loss: 1.8518 top1= 26.4205

=== Log global consensus distance @ E19B0 ===
consensus_distance=0.025



=== Log clique consensus distance @ E19B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.086


[E19B10 |   4224/60000 (  7%) ] Loss: 1.8308 top1= 26.4205

=== Log global consensus distance @ E19B10 ===
consensus_distance=0.025



=== Log clique consensus distance @ E19B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.087


[E19B20 |   8064/60000 ( 13%) ] Loss: 1.8623 top1= 24.7159

=== Log global consensus distance @ E19B20 ===
consensus_distance=0.026



=== Log clique consensus distance @ E19B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.087



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.9908 top1= 19.0204


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4320 top1= 28.3253


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4677 top1= 19.0505

Train epoch 20
[E20B0  |    384/60000 (  1%) ] Loss: 1.8370 top1= 27.2727

=== Log global consensus distance @ E20B0 ===
consensus_distance=0.026



=== Log clique consensus distance @ E20B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.088


[E20B10 |   4224/60000 (  7%) ] Loss: 1.8162 top1= 27.2727

=== Log global consensus distance @ E20B10 ===
consensus_distance=0.026



=== Log clique consensus distance @ E20B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.088


[E20B20 |   8064/60000 ( 13%) ] Loss: 1.8494 top1= 25.2841

=== Log global consensus distance @ E20B20 ===
consensus_distance=0.026



=== Log clique consensus distance @ E20B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.089



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.0129 top1= 19.0405


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4369 top1= 29.1767


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4713 top1= 19.0705

Train epoch 21
[E21B0  |    384/60000 (  1%) ] Loss: 1.8232 top1= 28.4091

=== Log global consensus distance @ E21B0 ===
consensus_distance=0.026



=== Log clique consensus distance @ E21B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.089


[E21B10 |   4224/60000 (  7%) ] Loss: 1.8028 top1= 27.5568

=== Log global consensus distance @ E21B10 ===
consensus_distance=0.026



=== Log clique consensus distance @ E21B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.090


[E21B20 |   8064/60000 ( 13%) ] Loss: 1.8374 top1= 25.8523

=== Log global consensus distance @ E21B20 ===
consensus_distance=0.026



=== Log clique consensus distance @ E21B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.090



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.0320 top1= 19.0405


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4416 top1= 29.7476


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4741 top1= 19.0905

Train epoch 22
[E22B0  |    384/60000 (  1%) ] Loss: 1.8108 top1= 28.9773

=== Log global consensus distance @ E22B0 ===
consensus_distance=0.027



=== Log clique consensus distance @ E22B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.090


[E22B10 |   4224/60000 (  7%) ] Loss: 1.7894 top1= 28.1250

=== Log global consensus distance @ E22B10 ===
consensus_distance=0.027



=== Log clique consensus distance @ E22B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.091


[E22B20 |   8064/60000 ( 13%) ] Loss: 1.8251 top1= 26.7045

=== Log global consensus distance @ E22B20 ===
consensus_distance=0.027



=== Log clique consensus distance @ E22B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.091



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.0465 top1= 19.0705


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4455 top1= 30.2584


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4725 top1= 19.1406

Train epoch 23
[E23B0  |    384/60000 (  1%) ] Loss: 1.7973 top1= 29.8295

=== Log global consensus distance @ E23B0 ===
consensus_distance=0.027



=== Log clique consensus distance @ E23B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.091


[E23B10 |   4224/60000 (  7%) ] Loss: 1.7742 top1= 29.5455

=== Log global consensus distance @ E23B10 ===
consensus_distance=0.027



=== Log clique consensus distance @ E23B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.091


[E23B20 |   8064/60000 ( 13%) ] Loss: 1.8113 top1= 27.5568

=== Log global consensus distance @ E23B20 ===
consensus_distance=0.027



=== Log clique consensus distance @ E23B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.091



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.0621 top1= 19.0705


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4492 top1= 30.6991


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4708 top1= 19.2508

Train epoch 24
[E24B0  |    384/60000 (  1%) ] Loss: 1.7845 top1= 30.6818

=== Log global consensus distance @ E24B0 ===
consensus_distance=0.027



=== Log clique consensus distance @ E24B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.092


[E24B10 |   4224/60000 (  7%) ] Loss: 1.7620 top1= 30.1136

=== Log global consensus distance @ E24B10 ===
consensus_distance=0.027



=== Log clique consensus distance @ E24B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.092


[E24B20 |   8064/60000 ( 13%) ] Loss: 1.8007 top1= 28.4091

=== Log global consensus distance @ E24B20 ===
consensus_distance=0.027



=== Log clique consensus distance @ E24B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.092



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.0800 top1= 19.0605


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4532 top1= 30.9896


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4731 top1= 19.3209

Train epoch 25
[E25B0  |    384/60000 (  1%) ] Loss: 1.7741 top1= 30.6818

=== Log global consensus distance @ E25B0 ===
consensus_distance=0.027



=== Log clique consensus distance @ E25B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.092


[E25B10 |   4224/60000 (  7%) ] Loss: 1.7516 top1= 30.9659

=== Log global consensus distance @ E25B10 ===
consensus_distance=0.027



=== Log clique consensus distance @ E25B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.093


[E25B20 |   8064/60000 ( 13%) ] Loss: 1.7912 top1= 28.9773

=== Log global consensus distance @ E25B20 ===
consensus_distance=0.028



=== Log clique consensus distance @ E25B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.093



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.0978 top1= 19.0705


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4575 top1= 31.3101


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4760 top1= 19.4511

Train epoch 26
[E26B0  |    384/60000 (  1%) ] Loss: 1.7646 top1= 31.2500

=== Log global consensus distance @ E26B0 ===
consensus_distance=0.028



=== Log clique consensus distance @ E26B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.093


[E26B10 |   4224/60000 (  7%) ] Loss: 1.7422 top1= 31.2500

=== Log global consensus distance @ E26B10 ===
consensus_distance=0.028



=== Log clique consensus distance @ E26B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.094


[E26B20 |   8064/60000 ( 13%) ] Loss: 1.7826 top1= 29.2614

=== Log global consensus distance @ E26B20 ===
consensus_distance=0.028



=== Log clique consensus distance @ E26B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.094



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.1154 top1= 19.0805


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4621 top1= 31.5405


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4792 top1= 19.5212

Train epoch 27
[E27B0  |    384/60000 (  1%) ] Loss: 1.7558 top1= 31.2500

=== Log global consensus distance @ E27B0 ===
consensus_distance=0.028



=== Log clique consensus distance @ E27B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.094


[E27B10 |   4224/60000 (  7%) ] Loss: 1.7336 top1= 31.8182

=== Log global consensus distance @ E27B10 ===
consensus_distance=0.028



=== Log clique consensus distance @ E27B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.094


[E27B20 |   8064/60000 ( 13%) ] Loss: 1.7747 top1= 30.9659

=== Log global consensus distance @ E27B20 ===
consensus_distance=0.028



=== Log clique consensus distance @ E27B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.095



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.1322 top1= 19.0605


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4669 top1= 31.8309


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4823 top1= 19.6715

Train epoch 28
[E28B0  |    384/60000 (  1%) ] Loss: 1.7474 top1= 31.8182

=== Log global consensus distance @ E28B0 ===
consensus_distance=0.028



=== Log clique consensus distance @ E28B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.095


[E28B10 |   4224/60000 (  7%) ] Loss: 1.7254 top1= 31.8182

=== Log global consensus distance @ E28B10 ===
consensus_distance=0.028



=== Log clique consensus distance @ E28B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.095


[E28B20 |   8064/60000 ( 13%) ] Loss: 1.7674 top1= 31.5341

=== Log global consensus distance @ E28B20 ===
consensus_distance=0.028



=== Log clique consensus distance @ E28B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.095



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.1486 top1= 19.0705


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4717 top1= 32.1214


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4855 top1= 19.9119

Train epoch 29
[E29B0  |    384/60000 (  1%) ] Loss: 1.7395 top1= 32.1023

=== Log global consensus distance @ E29B0 ===
consensus_distance=0.028



=== Log clique consensus distance @ E29B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.096


[E29B10 |   4224/60000 (  7%) ] Loss: 1.7178 top1= 32.1023

=== Log global consensus distance @ E29B10 ===
consensus_distance=0.029



=== Log clique consensus distance @ E29B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.096


[E29B20 |   8064/60000 ( 13%) ] Loss: 1.7604 top1= 31.8182

=== Log global consensus distance @ E29B20 ===
consensus_distance=0.029



=== Log clique consensus distance @ E29B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.096



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.1641 top1= 19.0705


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4762 top1= 32.3117


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4887 top1= 20.1923

Train epoch 30
[E30B0  |    384/60000 (  1%) ] Loss: 1.7319 top1= 32.3864

=== Log global consensus distance @ E30B0 ===
consensus_distance=0.029



=== Log clique consensus distance @ E30B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.097


[E30B10 |   4224/60000 (  7%) ] Loss: 1.7103 top1= 32.3864

=== Log global consensus distance @ E30B10 ===
consensus_distance=0.029



=== Log clique consensus distance @ E30B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.097


[E30B20 |   8064/60000 ( 13%) ] Loss: 1.7535 top1= 32.3864

=== Log global consensus distance @ E30B20 ===
consensus_distance=0.029



=== Log clique consensus distance @ E30B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.097



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.1775 top1= 19.0705


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4796 top1= 32.7324


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4920 top1= 20.4127

Train epoch 31
[E31B0  |    384/60000 (  1%) ] Loss: 1.7237 top1= 32.3864

=== Log global consensus distance @ E31B0 ===
consensus_distance=0.029



=== Log clique consensus distance @ E31B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.097


[E31B10 |   4224/60000 (  7%) ] Loss: 1.7017 top1= 33.2386

=== Log global consensus distance @ E31B10 ===
consensus_distance=0.029



=== Log clique consensus distance @ E31B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.097


[E31B20 |   8064/60000 ( 13%) ] Loss: 1.7453 top1= 32.3864

=== Log global consensus distance @ E31B20 ===
consensus_distance=0.029



=== Log clique consensus distance @ E31B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.097



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.1888 top1= 19.0705


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4789 top1= 33.1731


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4952 top1= 20.6530

Train epoch 32
[E32B0  |    384/60000 (  1%) ] Loss: 1.7145 top1= 32.6705

=== Log global consensus distance @ E32B0 ===
consensus_distance=0.029



=== Log clique consensus distance @ E32B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.097


[E32B10 |   4224/60000 (  7%) ] Loss: 1.6936 top1= 33.5227

=== Log global consensus distance @ E32B10 ===
consensus_distance=0.029



=== Log clique consensus distance @ E32B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.097


[E32B20 |   8064/60000 ( 13%) ] Loss: 1.7380 top1= 32.3864

=== Log global consensus distance @ E32B20 ===
consensus_distance=0.029



=== Log clique consensus distance @ E32B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.097



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.2022 top1= 19.0805


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4808 top1= 33.5136


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4984 top1= 20.8634

Train epoch 33
[E33B0  |    384/60000 (  1%) ] Loss: 1.7073 top1= 32.6705

=== Log global consensus distance @ E33B0 ===
consensus_distance=0.029



=== Log clique consensus distance @ E33B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.097


[E33B10 |   4224/60000 (  7%) ] Loss: 1.6869 top1= 34.0909

=== Log global consensus distance @ E33B10 ===
consensus_distance=0.029



=== Log clique consensus distance @ E33B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.097


[E33B20 |   8064/60000 ( 13%) ] Loss: 1.7320 top1= 32.3864

=== Log global consensus distance @ E33B20 ===
consensus_distance=0.029



=== Log clique consensus distance @ E33B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.097



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.2160 top1= 19.1006


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4842 top1= 33.7340


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.5012 top1= 21.2039

Train epoch 34
[E34B0  |    384/60000 (  1%) ] Loss: 1.7008 top1= 32.9545

=== Log global consensus distance @ E34B0 ===
consensus_distance=0.029



=== Log clique consensus distance @ E34B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.098


[E34B10 |   4224/60000 (  7%) ] Loss: 1.6808 top1= 34.3750

=== Log global consensus distance @ E34B10 ===
consensus_distance=0.029



=== Log clique consensus distance @ E34B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.098


[E34B20 |   8064/60000 ( 13%) ] Loss: 1.7263 top1= 32.3864

=== Log global consensus distance @ E34B20 ===
consensus_distance=0.029



=== Log clique consensus distance @ E34B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.098



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.2296 top1= 19.1006


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4881 top1= 33.9844


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.5040 top1= 21.4844

Train epoch 35
[E35B0  |    384/60000 (  1%) ] Loss: 1.6946 top1= 33.2386

=== Log global consensus distance @ E35B0 ===
consensus_distance=0.029



=== Log clique consensus distance @ E35B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.098


[E35B10 |   4224/60000 (  7%) ] Loss: 1.6750 top1= 34.3750

=== Log global consensus distance @ E35B10 ===
consensus_distance=0.030



=== Log clique consensus distance @ E35B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.099


[E35B20 |   8064/60000 ( 13%) ] Loss: 1.7209 top1= 33.5227

=== Log global consensus distance @ E35B20 ===
consensus_distance=0.030



=== Log clique consensus distance @ E35B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.099



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.2431 top1= 19.1006


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4919 top1= 34.2448


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.5067 top1= 21.7548

Train epoch 36
[E36B0  |    384/60000 (  1%) ] Loss: 1.6885 top1= 33.8068

=== Log global consensus distance @ E36B0 ===
consensus_distance=0.030



=== Log clique consensus distance @ E36B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.099


[E36B10 |   4224/60000 (  7%) ] Loss: 1.6694 top1= 34.6591

=== Log global consensus distance @ E36B10 ===
consensus_distance=0.030



=== Log clique consensus distance @ E36B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.099


[E36B20 |   8064/60000 ( 13%) ] Loss: 1.7156 top1= 34.0909

=== Log global consensus distance @ E36B20 ===
consensus_distance=0.030



=== Log clique consensus distance @ E36B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.099



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.2562 top1= 19.1006


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4955 top1= 34.5252


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.5095 top1= 22.0853

Train epoch 37
[E37B0  |    384/60000 (  1%) ] Loss: 1.6826 top1= 33.8068

=== Log global consensus distance @ E37B0 ===
consensus_distance=0.030



=== Log clique consensus distance @ E37B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.100


[E37B10 |   4224/60000 (  7%) ] Loss: 1.6636 top1= 34.6591

=== Log global consensus distance @ E37B10 ===
consensus_distance=0.030



=== Log clique consensus distance @ E37B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.100


[E37B20 |   8064/60000 ( 13%) ] Loss: 1.7100 top1= 34.9432

=== Log global consensus distance @ E37B20 ===
consensus_distance=0.030



=== Log clique consensus distance @ E37B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.100



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.2691 top1= 19.1006


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4986 top1= 34.7356


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.5122 top1= 22.3858

Train epoch 38
[E38B0  |    384/60000 (  1%) ] Loss: 1.6766 top1= 33.8068

=== Log global consensus distance @ E38B0 ===
consensus_distance=0.030



=== Log clique consensus distance @ E38B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.100


[E38B10 |   4224/60000 (  7%) ] Loss: 1.6580 top1= 34.6591

=== Log global consensus distance @ E38B10 ===
consensus_distance=0.030



=== Log clique consensus distance @ E38B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.100


[E38B20 |   8064/60000 ( 13%) ] Loss: 1.7046 top1= 35.2273

=== Log global consensus distance @ E38B20 ===
consensus_distance=0.030



=== Log clique consensus distance @ E38B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.100



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.2816 top1= 19.0905


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5015 top1= 34.9259


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.5149 top1= 22.6162

Train epoch 39
[E39B0  |    384/60000 (  1%) ] Loss: 1.6705 top1= 34.6591

=== Log global consensus distance @ E39B0 ===
consensus_distance=0.030



=== Log clique consensus distance @ E39B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.101


[E39B10 |   4224/60000 (  7%) ] Loss: 1.6522 top1= 34.6591

=== Log global consensus distance @ E39B10 ===
consensus_distance=0.030



=== Log clique consensus distance @ E39B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.101


[E39B20 |   8064/60000 ( 13%) ] Loss: 1.6992 top1= 36.3636

=== Log global consensus distance @ E39B20 ===
consensus_distance=0.030



=== Log clique consensus distance @ E39B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.101



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.2942 top1= 19.0805


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5041 top1= 35.1763


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.5178 top1= 22.8165

Train epoch 40
[E40B0  |    384/60000 (  1%) ] Loss: 1.6645 top1= 34.9432

=== Log global consensus distance @ E40B0 ===
consensus_distance=0.030



=== Log clique consensus distance @ E40B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.101


[E40B10 |   4224/60000 (  7%) ] Loss: 1.6469 top1= 34.9432

=== Log global consensus distance @ E40B10 ===
consensus_distance=0.030



=== Log clique consensus distance @ E40B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.102


[E40B20 |   8064/60000 ( 13%) ] Loss: 1.6939 top1= 36.6477

=== Log global consensus distance @ E40B20 ===
consensus_distance=0.030



=== Log clique consensus distance @ E40B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.102



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.3066 top1= 19.0805


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5069 top1= 35.4367


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.5205 top1= 22.9367

