
=== 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
=> Add worker LabelFlippingWorker
=> Add worker LabelFlippingWorker

=== Start adding graph ===
TwoCliquesWithByzantine(m=5,b=3)

Train epoch 1
[E 1B0  |    448/60000 (  1%) ] Loss: 2.3094 top1=  7.9545

=== 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, 0, 1, 1], device='cuda:0')
Worker 2 has targets: tensor([1, 1, 1, 1, 1], device='cuda:0')
Worker 3 has targets: tensor([2, 2, 2, 2, 2], device='cuda:0')
Worker 4 has targets: tensor([3, 3, 2, 3, 3], device='cuda:0')
Worker 5 has targets: tensor([3, 3, 3, 3, 3], device='cuda:0')
Worker 6 has targets: tensor([4, 4, 4, 4, 4], device='cuda:0')
Worker 7 has targets: tensor([5, 5, 5, 5, 5], device='cuda:0')
Worker 8 has targets: tensor([6, 6, 5, 6, 6], device='cuda:0')
Worker 9 has targets: tensor([6, 6, 6, 6, 6], device='cuda:0')
Worker 10 has targets: tensor([7, 7, 7, 7, 7], device='cuda:0')
Worker 11 has targets: tensor([1, 1, 1, 1, 1], device='cuda:0')
Worker 12 has targets: tensor([0, 0, 1, 0, 0], device='cuda:0')
Worker 13 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 |   4928/60000 (  8%) ] Loss: 2.0436 top1= 46.0227

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



=== Log clique consensus distance @ E1B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.032


[E 1B20 |   9408/60000 ( 16%) ] Loss: 1.5897 top1= 58.5227

=== Log global consensus distance @ E1B20 ===
consensus_distance=0.036



=== Log clique consensus distance @ E1B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.152



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2130 top1= 29.9880


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.7717 top1= 29.6675


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.6361 top1= 25.4908

Train epoch 2
[E 2B0  |    448/60000 (  1%) ] Loss: 1.1268 top1= 70.7386

=== Log global consensus distance @ E2B0 ===
consensus_distance=0.068



=== Log clique consensus distance @ E2B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.287


[E 2B10 |   4928/60000 (  8%) ] Loss: 0.8281 top1= 83.8068

=== Log global consensus distance @ E2B10 ===
consensus_distance=0.083



=== Log clique consensus distance @ E2B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.349


[E 2B20 |   9408/60000 ( 16%) ] Loss: 0.6159 top1= 86.3636

=== Log global consensus distance @ E2B20 ===
consensus_distance=0.088



=== Log clique consensus distance @ E2B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.372



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.0830 top1= 42.2175


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.1312 top1= 38.1911


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.8289 top1= 36.1879

Train epoch 3
[E 3B0  |    448/60000 (  1%) ] Loss: 0.4564 top1= 91.7614

=== Log global consensus distance @ E3B0 ===
consensus_distance=0.088



=== Log clique consensus distance @ E3B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.375


[E 3B10 |   4928/60000 (  8%) ] Loss: 0.3636 top1= 92.3295

=== Log global consensus distance @ E3B10 ===
consensus_distance=0.082



=== Log clique consensus distance @ E3B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.351


[E 3B20 |   9408/60000 ( 16%) ] Loss: 0.3123 top1= 93.7500

=== Log global consensus distance @ E3B20 ===
consensus_distance=0.074



=== Log clique consensus distance @ E3B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.317



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.9377 top1= 51.2620


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.0686 top1= 41.5465


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.7856 top1= 42.5982

Train epoch 4
[E 4B0  |    448/60000 (  1%) ] Loss: 0.2758 top1= 94.6023

=== Log global consensus distance @ E4B0 ===
consensus_distance=0.066



=== Log clique consensus distance @ E4B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.285


[E 4B10 |   4928/60000 (  8%) ] Loss: 0.2402 top1= 94.8864

=== Log global consensus distance @ E4B10 ===
consensus_distance=0.058



=== Log clique consensus distance @ E4B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.247


[E 4B20 |   9408/60000 ( 16%) ] Loss: 0.2274 top1= 94.8864

=== Log global consensus distance @ E4B20 ===
consensus_distance=0.050



=== Log clique consensus distance @ E4B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.215



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8646 top1= 58.3033


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.9596 top1= 44.6815


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.7099 top1= 44.5513

Train epoch 5
[E 5B0  |    448/60000 (  1%) ] Loss: 0.2132 top1= 95.7386

=== Log global consensus distance @ E5B0 ===
consensus_distance=0.045



=== Log clique consensus distance @ E5B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.193


[E 5B10 |   4928/60000 (  8%) ] Loss: 0.1889 top1= 95.7386

=== Log global consensus distance @ E5B10 ===
consensus_distance=0.039



=== Log clique consensus distance @ E5B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.169


[E 5B20 |   9408/60000 ( 16%) ] Loss: 0.1889 top1= 95.1705

=== Log global consensus distance @ E5B20 ===
consensus_distance=0.035



=== Log clique consensus distance @ E5B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.151



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8434 top1= 62.7304


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.8657 top1= 46.1639


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.6906 top1= 49.7796

Train epoch 6
[E 6B0  |    448/60000 (  1%) ] Loss: 0.1803 top1= 96.3068

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



=== Log clique consensus distance @ E6B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.139


[E 6B10 |   4928/60000 (  8%) ] Loss: 0.1604 top1= 96.5909

=== Log global consensus distance @ E6B10 ===
consensus_distance=0.029



=== Log clique consensus distance @ E6B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.125


[E 6B20 |   9408/60000 ( 16%) ] Loss: 0.1656 top1= 95.7386

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



=== Log clique consensus distance @ E6B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.114



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8547 top1= 65.3546


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.8180 top1= 46.7648


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.6979 top1= 52.3137

Train epoch 7
[E 7B0  |    448/60000 (  1%) ] Loss: 0.1595 top1= 96.5909

=== 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 |   4928/60000 (  8%) ] Loss: 0.1415 top1= 97.1591

=== Log global consensus distance @ E7B10 ===
consensus_distance=0.023



=== Log clique consensus distance @ E7B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.098


[E 7B20 |   9408/60000 ( 16%) ] Loss: 0.1501 top1= 96.3068

=== Log global consensus distance @ E7B20 ===
consensus_distance=0.021



=== Log clique consensus distance @ E7B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.091



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8840 top1= 66.8470


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.8070 top1= 47.1755


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.7251 top1= 53.3954

Train epoch 8
[E 8B0  |    448/60000 (  1%) ] Loss: 0.1436 top1= 96.5909

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



=== Log clique consensus distance @ E8B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.088


[E 8B10 |   4928/60000 (  8%) ] Loss: 0.1276 top1= 97.1591

=== Log global consensus distance @ E8B10 ===
consensus_distance=0.019



=== Log clique consensus distance @ E8B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.082


[E 8B20 |   9408/60000 ( 16%) ] Loss: 0.1387 top1= 96.5909

=== Log global consensus distance @ E8B20 ===
consensus_distance=0.018



=== Log clique consensus distance @ E8B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.077



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.9219 top1= 67.7985


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.8161 top1= 47.5861


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.7610 top1= 54.1967

Train epoch 9
[E 9B0  |    448/60000 (  1%) ] Loss: 0.1308 top1= 96.8750

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



=== Log clique consensus distance @ E9B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.076


[E 9B10 |   4928/60000 (  8%) ] Loss: 0.1170 top1= 97.4432

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



=== Log clique consensus distance @ E9B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.071


[E 9B20 |   9408/60000 ( 16%) ] Loss: 0.1297 top1= 96.3068

=== Log global consensus distance @ E9B20 ===
consensus_distance=0.016



=== Log clique consensus distance @ E9B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.067



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.9659 top1= 68.5296


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.8410 top1= 48.1871


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.7980 top1= 54.7676

Train epoch 10
[E10B0  |    448/60000 (  1%) ] Loss: 0.1204 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=0.067


[E10B10 |   4928/60000 (  8%) ] Loss: 0.1086 top1= 97.7273

=== Log global consensus distance @ E10B10 ===
consensus_distance=0.015



=== Log clique consensus distance @ E10B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.063


[E10B20 |   9408/60000 ( 16%) ] Loss: 0.1218 top1= 96.5909

=== Log global consensus distance @ E10B20 ===
consensus_distance=0.014



=== Log clique consensus distance @ E10B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.060



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.0115 top1= 69.0304


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.8712 top1= 49.0785


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.8409 top1= 55.1683

Train epoch 11
[E11B0  |    448/60000 (  1%) ] Loss: 0.1110 top1= 96.8750

=== Log global consensus distance @ E11B0 ===
consensus_distance=0.014



=== Log clique consensus distance @ E11B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.060


[E11B10 |   4928/60000 (  8%) ] Loss: 0.1017 top1= 97.7273

=== Log global consensus distance @ E11B10 ===
consensus_distance=0.013



=== Log clique consensus distance @ E11B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.057


[E11B20 |   9408/60000 ( 16%) ] Loss: 0.1146 top1= 97.1591

=== Log global consensus distance @ E11B20 ===
consensus_distance=0.013



=== Log clique consensus distance @ E11B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.055



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.0569 top1= 69.3610


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.9067 top1= 49.7796


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.8864 top1= 55.5188

Train epoch 12
[E12B0  |    448/60000 (  1%) ] Loss: 0.1026 top1= 96.8750

=== Log global consensus distance @ E12B0 ===
consensus_distance=0.013



=== Log clique consensus distance @ E12B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.055


[E12B10 |   4928/60000 (  8%) ] Loss: 0.0955 top1= 97.7273

=== Log global consensus distance @ E12B10 ===
consensus_distance=0.012



=== Log clique consensus distance @ E12B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.052


[E12B20 |   9408/60000 ( 16%) ] Loss: 0.1081 top1= 97.4432

=== Log global consensus distance @ E12B20 ===
consensus_distance=0.012



=== Log clique consensus distance @ E12B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.051



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1045 top1= 69.5212


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.9435 top1= 50.3506


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.9329 top1= 55.7392

Train epoch 13
[E13B0  |    448/60000 (  1%) ] Loss: 0.0957 top1= 97.1591

=== Log global consensus distance @ E13B0 ===
consensus_distance=0.012



=== Log clique consensus distance @ E13B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.052


[E13B10 |   4928/60000 (  8%) ] Loss: 0.0903 top1= 98.0114

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



=== Log clique consensus distance @ E13B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.049


[E13B20 |   9408/60000 ( 16%) ] Loss: 0.1024 top1= 97.4432

=== Log global consensus distance @ E13B20 ===
consensus_distance=0.011



=== Log clique consensus distance @ E13B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.048



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1514 top1= 69.6514


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.9838 top1= 50.9916


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.9774 top1= 56.0096

Train epoch 14
[E14B0  |    448/60000 (  1%) ] Loss: 0.0893 top1= 97.4432

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



=== Log clique consensus distance @ E14B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.049


[E14B10 |   4928/60000 (  8%) ] Loss: 0.0856 top1= 98.0114

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



=== Log clique consensus distance @ E14B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.046


[E14B20 |   9408/60000 ( 16%) ] Loss: 0.0968 top1= 97.4432

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



=== Log clique consensus distance @ E14B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.045



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1989 top1= 69.9018


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.0224 top1= 51.5425


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.0272 top1= 56.2500

Train epoch 15
[E15B0  |    448/60000 (  1%) ] Loss: 0.0837 top1= 97.7273

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



=== Log clique consensus distance @ E15B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.046


[E15B10 |   4928/60000 (  8%) ] Loss: 0.0812 top1= 98.2955

=== Log global consensus distance @ E15B10 ===
consensus_distance=0.010



=== Log clique consensus distance @ E15B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.044


[E15B20 |   9408/60000 ( 16%) ] Loss: 0.0919 top1= 97.7273

=== Log global consensus distance @ E15B20 ===
consensus_distance=0.010



=== Log clique consensus distance @ E15B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.043



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2461 top1= 69.9920


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.0577 top1= 52.0132


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.0763 top1= 56.3602

Train epoch 16
[E16B0  |    448/60000 (  1%) ] Loss: 0.0783 top1= 98.0114

=== Log global consensus distance @ E16B0 ===
consensus_distance=0.010



=== Log clique consensus distance @ E16B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.044


[E16B10 |   4928/60000 (  8%) ] Loss: 0.0771 top1= 98.2955

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



=== Log clique consensus distance @ E16B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.041


[E16B20 |   9408/60000 ( 16%) ] Loss: 0.0873 top1= 97.7273

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



=== Log clique consensus distance @ E16B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.041



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2902 top1= 69.9920


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.0918 top1= 52.4339


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.1187 top1= 56.5805

Train epoch 17
[E17B0  |    448/60000 (  1%) ] Loss: 0.0737 top1= 98.2955

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



=== Log clique consensus distance @ E17B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.042


[E17B10 |   4928/60000 (  8%) ] Loss: 0.0731 top1= 98.2955

=== Log global consensus distance @ E17B10 ===
consensus_distance=0.009



=== Log clique consensus distance @ E17B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.040


[E17B20 |   9408/60000 ( 16%) ] Loss: 0.0830 top1= 97.7273

=== Log global consensus distance @ E17B20 ===
consensus_distance=0.009



=== Log clique consensus distance @ E17B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.039



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.3360 top1= 70.0721


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.1359 top1= 52.8446


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.1691 top1= 56.8510

Train epoch 18
[E18B0  |    448/60000 (  1%) ] Loss: 0.0692 top1= 98.2955

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



=== Log clique consensus distance @ E18B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.040


[E18B10 |   4928/60000 (  8%) ] Loss: 0.0693 top1= 98.5795

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



=== Log clique consensus distance @ E18B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.038


[E18B20 |   9408/60000 ( 16%) ] Loss: 0.0788 top1= 97.7273

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



=== Log clique consensus distance @ E18B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.037



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.3806 top1= 70.2123


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.1695 top1= 53.3454


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.2231 top1= 56.9812

Train epoch 19
[E19B0  |    448/60000 (  1%) ] Loss: 0.0653 top1= 98.2955

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



=== Log clique consensus distance @ E19B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.038


[E19B10 |   4928/60000 (  8%) ] Loss: 0.0660 top1= 98.8636

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



=== Log clique consensus distance @ E19B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.036


[E19B20 |   9408/60000 ( 16%) ] Loss: 0.0747 top1= 97.7273

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



=== Log clique consensus distance @ E19B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.036



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.4281 top1= 70.1522


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.2206 top1= 53.6458


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.2715 top1= 57.1615

Train epoch 20
[E20B0  |    448/60000 (  1%) ] Loss: 0.0614 top1= 98.2955

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



=== Log clique consensus distance @ E20B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.037


[E20B10 |   4928/60000 (  8%) ] Loss: 0.0626 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=0.035


[E20B20 |   9408/60000 ( 16%) ] Loss: 0.0707 top1= 97.7273

=== Log global consensus distance @ E20B20 ===
consensus_distance=0.008



=== Log clique consensus distance @ E20B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.035



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.4745 top1= 70.2825


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.2570 top1= 54.2167


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.3242 top1= 57.3217

Train epoch 21
[E21B0  |    448/60000 (  1%) ] Loss: 0.0581 top1= 98.5795

=== 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 |   4928/60000 (  8%) ] Loss: 0.0597 top1= 99.1477

=== 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 |   9408/60000 ( 16%) ] Loss: 0.0668 top1= 97.7273

=== 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=2.5186 top1= 70.2624


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.3066 top1= 54.3069


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.3753 top1= 57.3017

Train epoch 22
[E22B0  |    448/60000 (  1%) ] Loss: 0.0546 top1= 98.5795

=== 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 |   4928/60000 (  8%) ] Loss: 0.0568 top1= 98.8636

=== 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 |   9408/60000 ( 16%) ] Loss: 0.0634 top1= 98.2955

=== 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=2.5647 top1= 70.2524


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.3462 top1= 54.5573


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.4245 top1= 57.3818

Train epoch 23
[E23B0  |    448/60000 (  1%) ] Loss: 0.0519 top1= 98.8636

=== 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 |   4928/60000 (  8%) ] Loss: 0.0541 top1= 98.8636

=== 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 |   9408/60000 ( 16%) ] Loss: 0.0603 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=2.6063 top1= 70.3325


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.3823 top1= 54.8478


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.4731 top1= 57.4319

Train epoch 24
[E24B0  |    448/60000 (  1%) ] Loss: 0.0490 top1= 98.8636

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



=== Log clique consensus distance @ E24B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.033


[E24B10 |   4928/60000 (  8%) ] Loss: 0.0518 top1= 98.8636

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



=== Log clique consensus distance @ E24B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.031


[E24B20 |   9408/60000 ( 16%) ] Loss: 0.0569 top1= 98.5795

=== 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=2.6510 top1= 70.2825


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.4298 top1= 55.0381


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.5252 top1= 57.4419

Train epoch 25
[E25B0  |    448/60000 (  1%) ] Loss: 0.0464 top1= 98.8636

=== Log global consensus distance @ E25B0 ===
consensus_distance=0.008



=== Log clique consensus distance @ E25B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.032


[E25B10 |   4928/60000 (  8%) ] Loss: 0.0496 top1= 98.8636

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



=== Log clique consensus distance @ E25B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.030


[E25B20 |   9408/60000 ( 16%) ] Loss: 0.0538 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=2.6911 top1= 70.3125


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.4712 top1= 55.2183


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.5683 top1= 57.5421

Train epoch 26
[E26B0  |    448/60000 (  1%) ] Loss: 0.0438 top1= 98.8636

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



=== Log clique consensus distance @ E26B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.031


[E26B10 |   4928/60000 (  8%) ] Loss: 0.0473 top1= 99.1477

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



=== Log clique consensus distance @ E26B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.029


[E26B20 |   9408/60000 ( 16%) ] Loss: 0.0512 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=2.7356 top1= 70.3025


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.5153 top1= 55.4287


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.6161 top1= 57.6122

Train epoch 27
[E27B0  |    448/60000 (  1%) ] Loss: 0.0419 top1= 99.1477

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



=== Log clique consensus distance @ E27B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.030


[E27B10 |   4928/60000 (  8%) ] Loss: 0.0453 top1= 99.4318

=== 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 |   9408/60000 ( 16%) ] Loss: 0.0484 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=2.7747 top1= 70.3225


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.5549 top1= 55.6691


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.6585 top1= 57.6122

Train epoch 28
[E28B0  |    448/60000 (  1%) ] Loss: 0.0393 top1= 99.1477

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



=== Log clique consensus distance @ E28B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.029


[E28B10 |   4928/60000 (  8%) ] Loss: 0.0437 top1= 99.7159

=== Log global consensus distance @ E28B10 ===
consensus_distance=0.007



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


[E28B20 |   9408/60000 ( 16%) ] Loss: 0.0458 top1= 99.1477

=== 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=2.8181 top1= 70.3225


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.5952 top1= 55.8894


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.7046 top1= 57.7023

Train epoch 29
[E29B0  |    448/60000 (  1%) ] Loss: 0.0373 top1= 99.1477

=== 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 |   4928/60000 (  8%) ] Loss: 0.0417 top1= 99.7159

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



=== Log clique consensus distance @ E29B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.027


[E29B20 |   9408/60000 ( 16%) ] Loss: 0.0437 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=2.8557 top1= 70.3125


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.6303 top1= 56.1098


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.7472 top1= 57.8225

Train epoch 30
[E30B0  |    448/60000 (  1%) ] Loss: 0.0356 top1= 99.1477

=== Log global consensus distance @ E30B0 ===
consensus_distance=0.007



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


[E30B10 |   4928/60000 (  8%) ] Loss: 0.0400 top1= 99.7159

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



=== Log clique consensus distance @ E30B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.026


[E30B20 |   9408/60000 ( 16%) ] Loss: 0.0415 top1= 99.4318

=== 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=2.8976 top1= 70.3025


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.6698 top1= 56.3201


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.7932 top1= 57.9227

Train epoch 31
[E31B0  |    448/60000 (  1%) ] Loss: 0.0336 top1= 99.7159

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



=== Log clique consensus distance @ E31B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.027


[E31B10 |   4928/60000 (  8%) ] Loss: 0.0386 top1= 99.7159

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



=== Log clique consensus distance @ E31B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.025


[E31B20 |   9408/60000 ( 16%) ] Loss: 0.0393 top1= 99.4318

=== 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=2.9345 top1= 70.3626


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.7090 top1= 56.4904


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.8289 top1= 58.0329

Train epoch 32
[E32B0  |    448/60000 (  1%) ] Loss: 0.0319 top1= 99.7159

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



=== Log clique consensus distance @ E32B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.026


[E32B10 |   4928/60000 (  8%) ] Loss: 0.0370 top1= 99.7159

=== 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 |   9408/60000 ( 16%) ] Loss: 0.0373 top1= 99.4318

=== 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=2.9742 top1= 70.3425


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.7499 top1= 56.6306


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.8721 top1= 58.0629

Train epoch 33
[E33B0  |    448/60000 (  1%) ] Loss: 0.0303 top1= 99.7159

=== 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 |   4928/60000 (  8%) ] Loss: 0.0353 top1= 99.7159

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



=== Log clique consensus distance @ E33B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.024


[E33B20 |   9408/60000 ( 16%) ] Loss: 0.0356 top1= 99.4318

=== 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=3.0131 top1= 70.3425


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.7783 top1= 56.9511


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.9086 top1= 58.2532

Train epoch 34
[E34B0  |    448/60000 (  1%) ] Loss: 0.0288 top1= 99.7159

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



=== Log clique consensus distance @ E34B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.025


[E34B10 |   4928/60000 (  8%) ] Loss: 0.0342 top1= 99.7159

=== Log global consensus distance @ E34B10 ===
consensus_distance=0.006



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


[E34B20 |   9408/60000 ( 16%) ] Loss: 0.0338 top1= 99.4318

=== 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=3.0518 top1= 70.3926


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.8251 top1= 56.9812


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.9447 top1= 58.3534

Train epoch 35
[E35B0  |    448/60000 (  1%) ] Loss: 0.0274 top1= 99.7159

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



=== Log clique consensus distance @ E35B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.024


[E35B10 |   4928/60000 (  8%) ] Loss: 0.0327 top1= 99.7159

=== 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 |   9408/60000 ( 16%) ] Loss: 0.0322 top1= 99.4318

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



=== Log clique consensus distance @ E35B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.022



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.0873 top1= 70.4728


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.8559 top1= 57.1815


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.9806 top1= 58.4535

Train epoch 36
[E36B0  |    448/60000 (  1%) ] Loss: 0.0261 top1= 99.7159

=== Log global consensus distance @ E36B0 ===
consensus_distance=0.006



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


[E36B10 |   4928/60000 (  8%) ] Loss: 0.0313 top1= 99.7159

=== 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 |   9408/60000 ( 16%) ] Loss: 0.0308 top1= 99.7159

=== 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=3.1227 top1= 70.4928


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.8918 top1= 57.3718


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.0155 top1= 58.5337

Train epoch 37
[E37B0  |    448/60000 (  1%) ] Loss: 0.0249 top1=100.0000

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



=== Log clique consensus distance @ E37B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.023


[E37B10 |   4928/60000 (  8%) ] Loss: 0.0301 top1= 99.7159

=== 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 |   9408/60000 ( 16%) ] Loss: 0.0294 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=0.021



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.1593 top1= 70.4928


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.9261 top1= 57.5321


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.0443 top1= 58.6138

Train epoch 38
[E38B0  |    448/60000 (  1%) ] Loss: 0.0238 top1=100.0000

=== 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 |   4928/60000 (  8%) ] Loss: 0.0288 top1= 99.7159

=== 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 |   9408/60000 ( 16%) ] Loss: 0.0281 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=3.1932 top1= 70.4728


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.9577 top1= 57.6422


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.0802 top1= 58.6939

Train epoch 39
[E39B0  |    448/60000 (  1%) ] Loss: 0.0228 top1=100.0000

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



=== Log clique consensus distance @ E39B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.022


[E39B10 |   4928/60000 (  8%) ] Loss: 0.0275 top1= 99.7159

=== 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 |   9408/60000 ( 16%) ] Loss: 0.0270 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=0.020



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.2308 top1= 70.3926


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.9922 top1= 57.7825


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.1121 top1= 58.8241

Train epoch 40
[E40B0  |    448/60000 (  1%) ] Loss: 0.0217 top1=100.0000

=== 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 |   4928/60000 (  8%) ] Loss: 0.0265 top1= 99.7159

=== 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 |   9408/60000 ( 16%) ] Loss: 0.0257 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=3.2609 top1= 70.4728


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.0230 top1= 57.9227


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.1429 top1= 58.8542

