
=== 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 LabelFlippingWorker

=== 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([0, 0, 0, 0, 0], 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: 2.0671 top1= 42.0455

=== Log global consensus distance @ E1B10 ===
consensus_distance=0.008



=== Log clique consensus distance @ E1B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.031


[E 1B20 |   8064/60000 ( 13%) ] Loss: 1.6640 top1= 52.5568

=== Log global consensus distance @ E1B20 ===
consensus_distance=0.035



=== Log clique consensus distance @ E1B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.147



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1094 top1= 28.0248


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6678 top1= 38.6619


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4184 top1= 34.0745

Train epoch 2
[E 2B0  |    384/60000 (  1%) ] Loss: 1.2178 top1= 68.7500

=== Log global consensus distance @ E2B0 ===
consensus_distance=0.067



=== Log clique consensus distance @ E2B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.284


[E 2B10 |   4224/60000 (  7%) ] Loss: 0.9337 top1= 76.7045

=== Log global consensus distance @ E2B10 ===
consensus_distance=0.087



=== Log clique consensus distance @ E2B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.372


[E 2B20 |   8064/60000 ( 13%) ] Loss: 0.7038 top1= 84.9432

=== Log global consensus distance @ E2B20 ===
consensus_distance=0.095



=== Log clique consensus distance @ E2B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.408



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5965 top1= 53.9062


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.7678 top1= 39.3129


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.7089 top1= 35.6470

Train epoch 3
[E 3B0  |    384/60000 (  1%) ] Loss: 0.4760 top1= 90.0568

=== Log global consensus distance @ E3B0 ===
consensus_distance=0.097



=== Log clique consensus distance @ E3B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.415


[E 3B10 |   4224/60000 (  7%) ] Loss: 0.4232 top1= 90.9091

=== Log global consensus distance @ E3B10 ===
consensus_distance=0.090



=== Log clique consensus distance @ E3B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.389


[E 3B20 |   8064/60000 ( 13%) ] Loss: 0.3888 top1= 89.7727

=== Log global consensus distance @ E3B20 ===
consensus_distance=0.081



=== Log clique consensus distance @ E3B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.347



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.1476 top1= 68.7300


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2673 top1= 39.9239


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4786 top1= 39.9439

Train epoch 4
[E 4B0  |    384/60000 (  1%) ] Loss: 0.2670 top1= 93.1818

=== Log global consensus distance @ E4B0 ===
consensus_distance=0.071



=== Log clique consensus distance @ E4B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.305


[E 4B10 |   4224/60000 (  7%) ] Loss: 0.2954 top1= 93.1818

=== Log global consensus distance @ E4B10 ===
consensus_distance=0.061



=== Log clique consensus distance @ E4B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.264


[E 4B20 |   8064/60000 ( 13%) ] Loss: 0.2912 top1= 92.3295

=== Log global consensus distance @ E4B20 ===
consensus_distance=0.053



=== Log clique consensus distance @ E4B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.227



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9176 top1= 72.9868


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9760 top1= 44.2708


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2697 top1= 42.0272

Train epoch 5
[E 5B0  |    384/60000 (  1%) ] Loss: 0.2057 top1= 93.4659

=== Log global consensus distance @ E5B0 ===
consensus_distance=0.046



=== Log clique consensus distance @ E5B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.198


[E 5B10 |   4224/60000 (  7%) ] Loss: 0.2435 top1= 94.0341

=== Log global consensus distance @ E5B10 ===
consensus_distance=0.041



=== Log clique consensus distance @ E5B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.175


[E 5B20 |   8064/60000 ( 13%) ] Loss: 0.2428 top1= 92.6136

=== Log global consensus distance @ E5B20 ===
consensus_distance=0.036



=== Log clique consensus distance @ E5B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.154



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7853 top1= 75.1302


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7967 top1= 47.8766


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1167 top1= 45.3726

Train epoch 6
[E 6B0  |    384/60000 (  1%) ] Loss: 0.1736 top1= 94.0341

=== Log global consensus distance @ E6B0 ===
consensus_distance=0.033



=== Log clique consensus distance @ E6B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.140


[E 6B10 |   4224/60000 (  7%) ] Loss: 0.2131 top1= 94.8864

=== Log global consensus distance @ E6B10 ===
consensus_distance=0.030



=== Log clique consensus distance @ E6B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.128


[E 6B20 |   8064/60000 ( 13%) ] Loss: 0.2108 top1= 93.4659

=== Log global consensus distance @ E6B20 ===
consensus_distance=0.027



=== Log clique consensus distance @ E6B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.116



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7005 top1= 76.6026


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6741 top1= 50.4307


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0138 top1= 48.6979

Train epoch 7
[E 7B0  |    384/60000 (  1%) ] Loss: 0.1520 top1= 95.1705

=== Log global consensus distance @ E7B0 ===
consensus_distance=0.025



=== Log clique consensus distance @ E7B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.108


[E 7B10 |   4224/60000 (  7%) ] Loss: 0.1917 top1= 95.1705

=== Log global consensus distance @ E7B10 ===
consensus_distance=0.024



=== Log clique consensus distance @ E7B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.101


[E 7B20 |   8064/60000 ( 13%) ] Loss: 0.1875 top1= 94.6023

=== Log global consensus distance @ E7B20 ===
consensus_distance=0.022



=== Log clique consensus distance @ E7B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.094



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6422 top1= 77.8646


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5931 top1= 52.3438


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.9414 top1= 50.3706

Train epoch 8
[E 8B0  |    384/60000 (  1%) ] Loss: 0.1354 top1= 96.3068

=== Log global consensus distance @ E8B0 ===
consensus_distance=0.021



=== Log clique consensus distance @ E8B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.090


[E 8B10 |   4224/60000 (  7%) ] Loss: 0.1741 top1= 95.4545

=== Log global consensus distance @ E8B10 ===
consensus_distance=0.020



=== Log clique consensus distance @ E8B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.085


[E 8B20 |   8064/60000 ( 13%) ] Loss: 0.1692 top1= 94.8864

=== Log global consensus distance @ E8B20 ===
consensus_distance=0.019



=== Log clique consensus distance @ E8B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.080



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5991 top1= 79.2468


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5340 top1= 53.9263


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.8865 top1= 51.4523

Train epoch 9
[E 9B0  |    384/60000 (  1%) ] Loss: 0.1218 top1= 96.5909

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



=== Log clique consensus distance @ E9B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.077


[E 9B10 |   4224/60000 (  7%) ] Loss: 0.1590 top1= 96.0227

=== Log global consensus distance @ E9B10 ===
consensus_distance=0.017



=== Log clique consensus distance @ E9B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.074


[E 9B20 |   8064/60000 ( 13%) ] Loss: 0.1541 top1= 95.4545

=== Log global consensus distance @ E9B20 ===
consensus_distance=0.017



=== Log clique consensus distance @ E9B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.070



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5668 top1= 80.3385


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4885 top1= 55.3786


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.8465 top1= 52.1234

Train epoch 10
[E10B0  |    384/60000 (  1%) ] Loss: 0.1105 top1= 96.8750

=== Log global consensus distance @ E10B0 ===
consensus_distance=0.016



=== Log clique consensus distance @ E10B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.069


[E10B10 |   4224/60000 (  7%) ] Loss: 0.1460 top1= 96.5909

=== Log global consensus distance @ E10B10 ===
consensus_distance=0.016



=== Log clique consensus distance @ E10B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.066


[E10B20 |   8064/60000 ( 13%) ] Loss: 0.1410 top1= 95.7386

=== Log global consensus distance @ E10B20 ===
consensus_distance=0.015



=== Log clique consensus distance @ E10B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.063



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5416 top1= 81.4904


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4577 top1= 56.5605


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.8180 top1= 52.7344

Train epoch 11
[E11B0  |    384/60000 (  1%) ] Loss: 0.1007 top1= 97.1591

=== Log global consensus distance @ E11B0 ===
consensus_distance=0.015



=== Log clique consensus distance @ E11B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.062


[E11B10 |   4224/60000 (  7%) ] Loss: 0.1343 top1= 96.5909

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



=== Log clique consensus distance @ E11B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.060


[E11B20 |   8064/60000 ( 13%) ] Loss: 0.1297 top1= 95.7386

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



=== Log clique consensus distance @ E11B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.058



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5219 top1= 82.3117


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4305 top1= 57.6623


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.7983 top1= 53.2853

Train epoch 12
[E12B0  |    384/60000 (  1%) ] Loss: 0.0918 top1= 97.7273

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



=== Log clique consensus distance @ E12B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.058


[E12B10 |   4224/60000 (  7%) ] Loss: 0.1235 top1= 96.5909

=== Log global consensus distance @ E12B10 ===
consensus_distance=0.013



=== Log clique consensus distance @ E12B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.055


[E12B20 |   8064/60000 ( 13%) ] Loss: 0.1195 top1= 96.3068

=== Log global consensus distance @ E12B20 ===
consensus_distance=0.013



=== Log clique consensus distance @ E12B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.054



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5052 top1= 82.8526


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4158 top1= 58.6338


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.7781 top1= 53.6859

Train epoch 13
[E13B0  |    384/60000 (  1%) ] Loss: 0.0843 top1= 98.0114

=== Log global consensus distance @ E13B0 ===
consensus_distance=0.013



=== Log clique consensus distance @ E13B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.054


[E13B10 |   4224/60000 (  7%) ] Loss: 0.1135 top1= 96.5909

=== Log global consensus distance @ E13B10 ===
consensus_distance=0.012



=== Log clique consensus distance @ E13B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.051


[E13B20 |   8064/60000 ( 13%) ] Loss: 0.1103 top1= 96.3068

=== Log global consensus distance @ E13B20 ===
consensus_distance=0.012



=== Log clique consensus distance @ E13B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.050



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4919 top1= 83.4635


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3981 top1= 59.5252


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.7659 top1= 54.1366

Train epoch 14
[E14B0  |    384/60000 (  1%) ] Loss: 0.0774 top1= 98.5795

=== Log global consensus distance @ E14B0 ===
consensus_distance=0.012



=== Log clique consensus distance @ E14B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.050


[E14B10 |   4224/60000 (  7%) ] Loss: 0.1043 top1= 96.8750

=== Log global consensus distance @ E14B10 ===
consensus_distance=0.011



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


[E14B20 |   8064/60000 ( 13%) ] Loss: 0.1018 top1= 96.3068

=== Log global consensus distance @ E14B20 ===
consensus_distance=0.011



=== Log clique consensus distance @ E14B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.047



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4814 top1= 83.8041


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3899 top1= 60.2063


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.7498 top1= 54.5272

Train epoch 15
[E15B0  |    384/60000 (  1%) ] Loss: 0.0716 top1= 99.1477

=== Log global consensus distance @ E15B0 ===
consensus_distance=0.011



=== Log clique consensus distance @ E15B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.048


[E15B10 |   4224/60000 (  7%) ] Loss: 0.0960 top1= 97.1591

=== Log global consensus distance @ E15B10 ===
consensus_distance=0.011



=== Log clique consensus distance @ E15B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.045


[E15B20 |   8064/60000 ( 13%) ] Loss: 0.0946 top1= 96.3068

=== Log global consensus distance @ E15B20 ===
consensus_distance=0.011



=== Log clique consensus distance @ E15B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.045



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4725 top1= 84.0144


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3746 top1= 60.6971


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.7412 top1= 55.0881

Train epoch 16
[E16B0  |    384/60000 (  1%) ] Loss: 0.0663 top1= 99.1477

=== Log global consensus distance @ E16B0 ===
consensus_distance=0.011



=== Log clique consensus distance @ E16B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.045


[E16B10 |   4224/60000 (  7%) ] Loss: 0.0883 top1= 97.4432

=== Log global consensus distance @ E16B10 ===
consensus_distance=0.010



=== Log clique consensus distance @ E16B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.043


[E16B20 |   8064/60000 ( 13%) ] Loss: 0.0874 top1= 96.5909

=== Log global consensus distance @ E16B20 ===
consensus_distance=0.010



=== Log clique consensus distance @ E16B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.043



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4640 top1= 84.3750


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3641 top1= 61.3682


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.7348 top1= 55.3886

Train epoch 17
[E17B0  |    384/60000 (  1%) ] Loss: 0.0622 top1= 99.4318

=== Log global consensus distance @ E17B0 ===
consensus_distance=0.010



=== Log clique consensus distance @ E17B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.043


[E17B10 |   4224/60000 (  7%) ] Loss: 0.0811 top1= 97.7273

=== Log global consensus distance @ E17B10 ===
consensus_distance=0.010



=== Log clique consensus distance @ E17B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.041


[E17B20 |   8064/60000 ( 13%) ] Loss: 0.0809 top1= 96.5909

=== Log global consensus distance @ E17B20 ===
consensus_distance=0.010



=== Log clique consensus distance @ E17B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.040



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4581 top1= 84.6454


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3572 top1= 61.8490


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.7240 top1= 55.7292

Train epoch 18
[E18B0  |    384/60000 (  1%) ] Loss: 0.0579 top1= 99.7159

=== Log global consensus distance @ E18B0 ===
consensus_distance=0.010



=== Log clique consensus distance @ E18B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.041


[E18B10 |   4224/60000 (  7%) ] Loss: 0.0747 top1= 97.7273

=== Log global consensus distance @ E18B10 ===
consensus_distance=0.009



=== Log clique consensus distance @ E18B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.039


[E18B20 |   8064/60000 ( 13%) ] Loss: 0.0749 top1= 96.8750

=== Log global consensus distance @ E18B20 ===
consensus_distance=0.009



=== Log clique consensus distance @ E18B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.039



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4517 top1= 84.9159


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3530 top1= 62.3197


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.7167 top1= 55.9896

Train epoch 19
[E19B0  |    384/60000 (  1%) ] Loss: 0.0542 top1= 99.7159

=== Log global consensus distance @ E19B0 ===
consensus_distance=0.009



=== Log clique consensus distance @ E19B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.039


[E19B10 |   4224/60000 (  7%) ] Loss: 0.0686 top1= 98.0114

=== Log global consensus distance @ E19B10 ===
consensus_distance=0.009



=== Log clique consensus distance @ E19B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.037


[E19B20 |   8064/60000 ( 13%) ] Loss: 0.0693 top1= 96.8750

=== Log global consensus distance @ E19B20 ===
consensus_distance=0.009



=== Log clique consensus distance @ E19B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.037



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4479 top1= 85.0561


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3436 top1= 62.8005


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.7117 top1= 56.3602

Train epoch 20
[E20B0  |    384/60000 (  1%) ] Loss: 0.0510 top1= 99.7159

=== Log global consensus distance @ E20B0 ===
consensus_distance=0.009



=== Log clique consensus distance @ E20B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.038


[E20B10 |   4224/60000 (  7%) ] Loss: 0.0629 top1= 98.5795

=== Log global consensus distance @ E20B10 ===
consensus_distance=0.008



=== Log clique consensus distance @ E20B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.036


[E20B20 |   8064/60000 ( 13%) ] Loss: 0.0646 top1= 97.7273

=== Log global consensus distance @ E20B20 ===
consensus_distance=0.009



=== Log clique consensus distance @ E20B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.036



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4425 top1= 85.3065


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3383 top1= 63.0809


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.7062 top1= 56.5905

Train epoch 21
[E21B0  |    384/60000 (  1%) ] Loss: 0.0481 top1= 99.4318

=== Log global consensus distance @ E21B0 ===
consensus_distance=0.009



=== Log clique consensus distance @ E21B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.036


[E21B10 |   4224/60000 (  7%) ] Loss: 0.0578 top1= 98.8636

=== Log global consensus distance @ E21B10 ===
consensus_distance=0.008



=== Log clique consensus distance @ E21B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.034


[E21B20 |   8064/60000 ( 13%) ] Loss: 0.0602 top1= 98.5795

=== Log global consensus distance @ E21B20 ===
consensus_distance=0.008



=== Log clique consensus distance @ E21B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.034



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4393 top1= 85.3966


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3249 top1= 63.8822


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.7029 top1= 56.8409

Train epoch 22
[E22B0  |    384/60000 (  1%) ] Loss: 0.0454 top1= 99.4318

=== Log global consensus distance @ E22B0 ===
consensus_distance=0.008



=== Log clique consensus distance @ E22B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.035


[E22B10 |   4224/60000 (  7%) ] Loss: 0.0529 top1= 99.4318

=== Log global consensus distance @ E22B10 ===
consensus_distance=0.008



=== Log clique consensus distance @ E22B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.033


[E22B20 |   8064/60000 ( 13%) ] Loss: 0.0561 top1= 98.5795

=== Log global consensus distance @ E22B20 ===
consensus_distance=0.008



=== Log clique consensus distance @ E22B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.033



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4356 top1= 85.5369


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3257 top1= 63.9022


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.6955 top1= 57.0312

Train epoch 23
[E23B0  |    384/60000 (  1%) ] Loss: 0.0431 top1= 99.4318

=== Log global consensus distance @ E23B0 ===
consensus_distance=0.008



=== Log clique consensus distance @ E23B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.034


[E23B10 |   4224/60000 (  7%) ] Loss: 0.0490 top1= 99.4318

=== Log global consensus distance @ E23B10 ===
consensus_distance=0.008



=== Log clique consensus distance @ E23B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.032


[E23B20 |   8064/60000 ( 13%) ] Loss: 0.0529 top1= 98.5795

=== Log global consensus distance @ E23B20 ===
consensus_distance=0.008



=== Log clique consensus distance @ E23B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.032



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4336 top1= 85.6170


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3183 top1= 64.3530


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.6914 top1= 57.3818

Train epoch 24
[E24B0  |    384/60000 (  1%) ] Loss: 0.0407 top1= 99.4318

=== Log global consensus distance @ E24B0 ===
consensus_distance=0.008



=== Log clique consensus distance @ E24B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.032


[E24B10 |   4224/60000 (  7%) ] Loss: 0.0452 top1= 99.7159

=== Log global consensus distance @ E24B10 ===
consensus_distance=0.007



=== Log clique consensus distance @ E24B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.030


[E24B20 |   8064/60000 ( 13%) ] Loss: 0.0497 top1= 98.8636

=== Log global consensus distance @ E24B20 ===
consensus_distance=0.007



=== Log clique consensus distance @ E24B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.031



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4296 top1= 85.7572


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3117 top1= 64.8538


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.6855 top1= 57.5821

Train epoch 25
[E25B0  |    384/60000 (  1%) ] Loss: 0.0388 top1= 99.4318

=== Log global consensus distance @ E25B0 ===
consensus_distance=0.007



=== Log clique consensus distance @ E25B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.031


[E25B10 |   4224/60000 (  7%) ] Loss: 0.0419 top1= 99.7159

=== Log global consensus distance @ E25B10 ===
consensus_distance=0.007



=== Log clique consensus distance @ E25B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.029


[E25B20 |   8064/60000 ( 13%) ] Loss: 0.0466 top1= 99.1477

=== Log global consensus distance @ E25B20 ===
consensus_distance=0.007



=== Log clique consensus distance @ E25B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.030



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4288 top1= 85.8674


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3055 top1= 65.1042


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.6786 top1= 57.9527

Train epoch 26
[E26B0  |    384/60000 (  1%) ] Loss: 0.0368 top1= 99.4318

=== Log global consensus distance @ E26B0 ===
consensus_distance=0.007



=== Log clique consensus distance @ E26B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.030


[E26B10 |   4224/60000 (  7%) ] Loss: 0.0390 top1= 99.7159

=== Log global consensus distance @ E26B10 ===
consensus_distance=0.007



=== Log clique consensus distance @ E26B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.028


[E26B20 |   8064/60000 ( 13%) ] Loss: 0.0445 top1= 99.1477

=== Log global consensus distance @ E26B20 ===
consensus_distance=0.007



=== Log clique consensus distance @ E26B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.029



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4258 top1= 85.9776


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2963 top1= 65.4447


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.6732 top1= 58.1731

Train epoch 27
[E27B0  |    384/60000 (  1%) ] Loss: 0.0351 top1= 99.4318

=== Log global consensus distance @ E27B0 ===
consensus_distance=0.007



=== Log clique consensus distance @ E27B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.029


[E27B10 |   4224/60000 (  7%) ] Loss: 0.0365 top1= 99.7159

=== Log global consensus distance @ E27B10 ===
consensus_distance=0.007



=== Log clique consensus distance @ E27B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.028


[E27B20 |   8064/60000 ( 13%) ] Loss: 0.0420 top1= 99.1477

=== Log global consensus distance @ E27B20 ===
consensus_distance=0.007



=== Log clique consensus distance @ E27B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.028



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4249 top1= 85.9776


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2955 top1= 65.7151


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.6595 top1= 58.5437

Train epoch 28
[E28B0  |    384/60000 (  1%) ] Loss: 0.0334 top1= 99.4318

=== Log global consensus distance @ E28B0 ===
consensus_distance=0.007



=== Log clique consensus distance @ E28B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.028


[E28B10 |   4224/60000 (  7%) ] Loss: 0.0341 top1= 99.7159

=== Log global consensus distance @ E28B10 ===
consensus_distance=0.006



=== Log clique consensus distance @ E28B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.027


[E28B20 |   8064/60000 ( 13%) ] Loss: 0.0399 top1= 99.4318

=== Log global consensus distance @ E28B20 ===
consensus_distance=0.007



=== Log clique consensus distance @ E28B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.027



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4231 top1= 86.1078


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2880 top1= 66.1759


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.6610 top1= 58.7540

Train epoch 29
[E29B0  |    384/60000 (  1%) ] Loss: 0.0319 top1= 99.4318

=== Log global consensus distance @ E29B0 ===
consensus_distance=0.007



=== Log clique consensus distance @ E29B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.028


[E29B10 |   4224/60000 (  7%) ] Loss: 0.0320 top1=100.0000

=== Log global consensus distance @ E29B10 ===
consensus_distance=0.006



=== Log clique consensus distance @ E29B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.026


[E29B20 |   8064/60000 ( 13%) ] Loss: 0.0381 top1= 99.4318

=== Log global consensus distance @ E29B20 ===
consensus_distance=0.006



=== Log clique consensus distance @ E29B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.026



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4217 top1= 86.2179


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2773 top1= 66.5064


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.6437 top1= 59.1346

Train epoch 30
[E30B0  |    384/60000 (  1%) ] Loss: 0.0306 top1= 99.4318

=== Log global consensus distance @ E30B0 ===
consensus_distance=0.006



=== Log clique consensus distance @ E30B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.027


[E30B10 |   4224/60000 (  7%) ] Loss: 0.0303 top1=100.0000

=== Log global consensus distance @ E30B10 ===
consensus_distance=0.006



=== Log clique consensus distance @ E30B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.025


[E30B20 |   8064/60000 ( 13%) ] Loss: 0.0361 top1= 99.7159

=== Log global consensus distance @ E30B20 ===
consensus_distance=0.006



=== Log clique consensus distance @ E30B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.026



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4210 top1= 86.2981


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2752 top1= 66.8069


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.6382 top1= 59.4451

Train epoch 31
[E31B0  |    384/60000 (  1%) ] Loss: 0.0294 top1= 99.4318

=== Log global consensus distance @ E31B0 ===
consensus_distance=0.006



=== Log clique consensus distance @ E31B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.026


[E31B10 |   4224/60000 (  7%) ] Loss: 0.0286 top1=100.0000

=== Log global consensus distance @ E31B10 ===
consensus_distance=0.006



=== Log clique consensus distance @ E31B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.024


[E31B20 |   8064/60000 ( 13%) ] Loss: 0.0345 top1= 99.7159

=== Log global consensus distance @ E31B20 ===
consensus_distance=0.006



=== Log clique consensus distance @ E31B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.025



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4201 top1= 86.4183


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2651 top1= 67.1474


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.6236 top1= 59.6454

Train epoch 32
[E32B0  |    384/60000 (  1%) ] Loss: 0.0279 top1= 99.4318

=== Log global consensus distance @ E32B0 ===
consensus_distance=0.006



=== Log clique consensus distance @ E32B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.025


[E32B10 |   4224/60000 (  7%) ] Loss: 0.0268 top1=100.0000

=== Log global consensus distance @ E32B10 ===
consensus_distance=0.006



=== Log clique consensus distance @ E32B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.024


[E32B20 |   8064/60000 ( 13%) ] Loss: 0.0330 top1= 99.7159

=== Log global consensus distance @ E32B20 ===
consensus_distance=0.006



=== Log clique consensus distance @ E32B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.024



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4188 top1= 86.5284


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2574 top1= 67.4279


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.6139 top1= 59.9359

Train epoch 33
[E33B0  |    384/60000 (  1%) ] Loss: 0.0270 top1= 99.4318

=== Log global consensus distance @ E33B0 ===
consensus_distance=0.006



=== Log clique consensus distance @ E33B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.025


[E33B10 |   4224/60000 (  7%) ] Loss: 0.0256 top1=100.0000

=== Log global consensus distance @ E33B10 ===
consensus_distance=0.006



=== Log clique consensus distance @ E33B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.023


[E33B20 |   8064/60000 ( 13%) ] Loss: 0.0314 top1= 99.7159

=== Log global consensus distance @ E33B20 ===
consensus_distance=0.006



=== Log clique consensus distance @ E33B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.024



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4183 top1= 86.5084


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2544 top1= 67.7684


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.6026 top1= 60.2564

Train epoch 34
[E34B0  |    384/60000 (  1%) ] Loss: 0.0259 top1= 99.4318

=== Log global consensus distance @ E34B0 ===
consensus_distance=0.006



=== Log clique consensus distance @ E34B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.024


[E34B10 |   4224/60000 (  7%) ] Loss: 0.0242 top1=100.0000

=== Log global consensus distance @ E34B10 ===
consensus_distance=0.005



=== Log clique consensus distance @ E34B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.023


[E34B20 |   8064/60000 ( 13%) ] Loss: 0.0299 top1= 99.7159

=== Log global consensus distance @ E34B20 ===
consensus_distance=0.006



=== Log clique consensus distance @ E34B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.023



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4170 top1= 86.5885


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2507 top1= 67.9888


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.5902 top1= 60.6571

Train epoch 35
[E35B0  |    384/60000 (  1%) ] Loss: 0.0250 top1= 99.4318

=== Log global consensus distance @ E35B0 ===
consensus_distance=0.006



=== Log clique consensus distance @ E35B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.023


[E35B10 |   4224/60000 (  7%) ] Loss: 0.0229 top1=100.0000

=== Log global consensus distance @ E35B10 ===
consensus_distance=0.005



=== Log clique consensus distance @ E35B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.022


[E35B20 |   8064/60000 ( 13%) ] Loss: 0.0283 top1= 99.7159

=== Log global consensus distance @ E35B20 ===
consensus_distance=0.005



=== Log clique consensus distance @ E35B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.023



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4175 top1= 86.6587


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2457 top1= 68.3293


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.5820 top1= 60.8674

Train epoch 36
[E36B0  |    384/60000 (  1%) ] Loss: 0.0241 top1= 99.4318

=== Log global consensus distance @ E36B0 ===
consensus_distance=0.005



=== Log clique consensus distance @ E36B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.023


[E36B10 |   4224/60000 (  7%) ] Loss: 0.0218 top1=100.0000

=== Log global consensus distance @ E36B10 ===
consensus_distance=0.005



=== Log clique consensus distance @ E36B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.022


[E36B20 |   8064/60000 ( 13%) ] Loss: 0.0268 top1=100.0000

=== Log global consensus distance @ E36B20 ===
consensus_distance=0.005



=== Log clique consensus distance @ E36B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.022



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4159 top1= 86.7688


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2444 top1= 68.5597


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.5678 top1= 61.2480

Train epoch 37
[E37B0  |    384/60000 (  1%) ] Loss: 0.0232 top1= 99.4318

=== Log global consensus distance @ E37B0 ===
consensus_distance=0.005



=== Log clique consensus distance @ E37B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.022


[E37B10 |   4224/60000 (  7%) ] Loss: 0.0207 top1=100.0000

=== Log global consensus distance @ E37B10 ===
consensus_distance=0.005



=== Log clique consensus distance @ E37B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.021


[E37B20 |   8064/60000 ( 13%) ] Loss: 0.0252 top1=100.0000

=== Log global consensus distance @ E37B20 ===
consensus_distance=0.005



=== Log clique consensus distance @ E37B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.022



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4159 top1= 86.8289


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2437 top1= 68.9603


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.5613 top1= 61.4884

Train epoch 38
[E38B0  |    384/60000 (  1%) ] Loss: 0.0229 top1= 99.4318

=== Log global consensus distance @ E38B0 ===
consensus_distance=0.005



=== Log clique consensus distance @ E38B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.022


[E38B10 |   4224/60000 (  7%) ] Loss: 0.0197 top1=100.0000

=== Log global consensus distance @ E38B10 ===
consensus_distance=0.005



=== Log clique consensus distance @ E38B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.021


[E38B20 |   8064/60000 ( 13%) ] Loss: 0.0237 top1=100.0000

=== Log global consensus distance @ E38B20 ===
consensus_distance=0.005



=== Log clique consensus distance @ E38B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.021



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4154 top1= 86.8490


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2491 top1= 68.9503


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.5500 top1= 61.8089

Train epoch 39
[E39B0  |    384/60000 (  1%) ] Loss: 0.0224 top1= 99.7159

=== Log global consensus distance @ E39B0 ===
consensus_distance=0.005



=== Log clique consensus distance @ E39B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.021


[E39B10 |   4224/60000 (  7%) ] Loss: 0.0187 top1=100.0000

=== Log global consensus distance @ E39B10 ===
consensus_distance=0.005



=== Log clique consensus distance @ E39B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.020


[E39B20 |   8064/60000 ( 13%) ] Loss: 0.0218 top1=100.0000

=== Log global consensus distance @ E39B20 ===
consensus_distance=0.005



=== Log clique consensus distance @ E39B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.021



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4150 top1= 86.9091


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2507 top1= 69.2708


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.5411 top1= 62.0393

Train epoch 40
[E40B0  |    384/60000 (  1%) ] Loss: 0.0222 top1= 99.7159

=== Log global consensus distance @ E40B0 ===
consensus_distance=0.005



=== Log clique consensus distance @ E40B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.021


[E40B10 |   4224/60000 (  7%) ] Loss: 0.0180 top1=100.0000

=== Log global consensus distance @ E40B10 ===
consensus_distance=0.005



=== Log clique consensus distance @ E40B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.020


[E40B20 |   8064/60000 ( 13%) ] Loss: 0.0204 top1=100.0000

=== Log global consensus distance @ E40B20 ===
consensus_distance=0.005



=== Log clique consensus distance @ E40B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.020



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4145 top1= 87.0092


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2591 top1= 69.4611


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.5349 top1= 62.3498

