
=== 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 BitFlippingWorker

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

Train epoch 1
[E 1B0  |    384/60000 (  1%) ] Loss: 2.3028 top1=  8.5227

=== Peeking data label distribution E1B0 ===
Worker 0 has targets: tensor([9, 8, 5, 7, 7], device='cuda:0')
Worker 1 has targets: tensor([3, 9, 0, 3, 0], device='cuda:0')
Worker 2 has targets: tensor([5, 4, 2, 3, 6], device='cuda:0')
Worker 3 has targets: tensor([4, 0, 1, 5, 7], device='cuda:0')
Worker 4 has targets: tensor([7, 6, 6, 1, 8], device='cuda:0')
Worker 5 has targets: tensor([4, 8, 5, 6, 9], device='cuda:0')
Worker 6 has targets: tensor([9, 9, 5, 0, 2], device='cuda:0')
Worker 7 has targets: tensor([6, 9, 4, 1, 1], device='cuda:0')
Worker 8 has targets: tensor([8, 3, 7, 4, 0], device='cuda:0')
Worker 9 has targets: tensor([8, 1, 4, 4, 7], device='cuda:0')
Worker 10 has targets: tensor([7, 3, 1, 0, 9], device='cuda:0')
Worker 11 has targets: tensor([4, 2, 8, 0, 2], 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: 2.2686 top1= 19.3182

=== Log global consensus distance @ E1B10 ===
consensus_distance=0.000



=== Log clique consensus distance @ E1B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.001


[E 1B20 |   8064/60000 ( 13%) ] Loss: 2.1991 top1= 27.8409

=== Log global consensus distance @ E1B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1242 top1= 46.1939


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1190 top1= 50.2604


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1171 top1= 43.5096

Train epoch 2
[E 2B0  |    384/60000 (  1%) ] Loss: 2.1157 top1= 37.7841

=== Log global consensus distance @ E2B0 ===
consensus_distance=0.001



=== Log clique consensus distance @ E2B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.002


[E 2B10 |   4224/60000 (  7%) ] Loss: 2.0092 top1= 48.8636

=== Log global consensus distance @ E2B10 ===
consensus_distance=0.001



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


[E 2B20 |   8064/60000 ( 13%) ] Loss: 1.8387 top1= 57.6705

=== Log global consensus distance @ E2B20 ===
consensus_distance=0.001



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.6657 top1= 67.4780


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6507 top1= 68.8301


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.6490 top1= 66.3061

Train epoch 3
[E 3B0  |    384/60000 (  1%) ] Loss: 1.6805 top1= 61.0795

=== Log global consensus distance @ E3B0 ===
consensus_distance=0.002



=== Log clique consensus distance @ E3B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.006


[E 3B10 |   4224/60000 (  7%) ] Loss: 1.4505 top1= 63.9205

=== Log global consensus distance @ E3B10 ===
consensus_distance=0.002



=== Log clique consensus distance @ E3B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007


[E 3B20 |   8064/60000 ( 13%) ] Loss: 1.1965 top1= 70.7386

=== Log global consensus distance @ E3B20 ===
consensus_distance=0.002



=== Log clique consensus distance @ E3B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.009



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9475 top1= 79.3770


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.9346 top1= 79.0565


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.9318 top1= 80.0180

Train epoch 4
[E 4B0  |    384/60000 (  1%) ] Loss: 1.0419 top1= 71.5909

=== Log global consensus distance @ E4B0 ===
consensus_distance=0.003



=== Log clique consensus distance @ E4B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.011


[E 4B10 |   4224/60000 (  7%) ] Loss: 0.8866 top1= 76.1364

=== Log global consensus distance @ E4B10 ===
consensus_distance=0.003



=== Log clique consensus distance @ E4B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.012


[E 4B20 |   8064/60000 ( 13%) ] Loss: 0.7350 top1= 78.1250

=== Log global consensus distance @ E4B20 ===
consensus_distance=0.003



=== Log clique consensus distance @ E4B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.013



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5909 top1= 84.8658


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5949 top1= 84.2248


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5811 top1= 85.6571

Train epoch 5
[E 5B0  |    384/60000 (  1%) ] Loss: 0.7095 top1= 79.8295

=== Log global consensus distance @ E5B0 ===
consensus_distance=0.003



=== Log clique consensus distance @ E5B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.014


[E 5B10 |   4224/60000 (  7%) ] Loss: 0.6515 top1= 82.6705

=== Log global consensus distance @ E5B10 ===
consensus_distance=0.004



=== Log clique consensus distance @ E5B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.015


[E 5B20 |   8064/60000 ( 13%) ] Loss: 0.5470 top1= 82.9545

=== Log global consensus distance @ E5B20 ===
consensus_distance=0.004



=== Log clique consensus distance @ E5B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.017



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4671 top1= 87.5000


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.4730 top1= 87.1695


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.4627 top1= 87.7304

Train epoch 6
[E 6B0  |    384/60000 (  1%) ] Loss: 0.5685 top1= 83.8068

=== Log global consensus distance @ E6B0 ===
consensus_distance=0.004



=== Log clique consensus distance @ E6B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.018


[E 6B10 |   4224/60000 (  7%) ] Loss: 0.5456 top1= 85.5114

=== Log global consensus distance @ E6B10 ===
consensus_distance=0.004



=== Log clique consensus distance @ E6B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.018


[E 6B20 |   8064/60000 ( 13%) ] Loss: 0.4478 top1= 86.9318

=== Log global consensus distance @ E6B20 ===
consensus_distance=0.005



=== Log clique consensus distance @ E6B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.019



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4095 top1= 88.5417


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.4172 top1= 88.1911


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.4068 top1= 88.7119

Train epoch 7
[E 7B0  |    384/60000 (  1%) ] Loss: 0.4927 top1= 86.3636

=== Log global consensus distance @ E7B0 ===
consensus_distance=0.005



=== Log clique consensus distance @ E7B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.020


[E 7B10 |   4224/60000 (  7%) ] Loss: 0.4864 top1= 87.7841

=== Log global consensus distance @ E7B10 ===
consensus_distance=0.005



=== Log clique consensus distance @ E7B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.021


[E 7B20 |   8064/60000 ( 13%) ] Loss: 0.3869 top1= 88.3523

=== Log global consensus distance @ E7B20 ===
consensus_distance=0.005



=== Log clique consensus distance @ E7B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.021



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3754 top1= 89.1526


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3845 top1= 88.9423


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3734 top1= 89.3830

Train epoch 8
[E 8B0  |    384/60000 (  1%) ] Loss: 0.4454 top1= 87.5000

=== Log global consensus distance @ E8B0 ===
consensus_distance=0.005



=== Log clique consensus distance @ E8B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.022


[E 8B10 |   4224/60000 (  7%) ] Loss: 0.4447 top1= 88.3523

=== Log global consensus distance @ E8B10 ===
consensus_distance=0.005



=== Log clique consensus distance @ E8B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.022


[E 8B20 |   8064/60000 ( 13%) ] Loss: 0.3442 top1= 91.1932

=== Log global consensus distance @ E8B20 ===
consensus_distance=0.005



=== Log clique consensus distance @ E8B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.023



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3520 top1= 89.7436


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3614 top1= 89.5633


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3507 top1= 89.8638

Train epoch 9
[E 9B0  |    384/60000 (  1%) ] Loss: 0.4102 top1= 88.3523

=== Log global consensus distance @ E9B0 ===
consensus_distance=0.005



=== Log clique consensus distance @ E9B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.023


[E 9B10 |   4224/60000 (  7%) ] Loss: 0.4119 top1= 88.9205

=== Log global consensus distance @ E9B10 ===
consensus_distance=0.005



=== Log clique consensus distance @ E9B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.023


[E 9B20 |   8064/60000 ( 13%) ] Loss: 0.3126 top1= 92.8977

=== Log global consensus distance @ E9B20 ===
consensus_distance=0.006



=== Log clique consensus distance @ E9B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.024



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3345 top1= 90.2043


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3444 top1= 89.9239


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3338 top1= 90.4147

Train epoch 10
[E10B0  |    384/60000 (  1%) ] Loss: 0.3799 top1= 89.2045

=== Log global consensus distance @ E10B0 ===
consensus_distance=0.006



=== Log clique consensus distance @ E10B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.024


[E10B10 |   4224/60000 (  7%) ] Loss: 0.3831 top1= 90.3409

=== Log global consensus distance @ E10B10 ===
consensus_distance=0.006



=== Log clique consensus distance @ E10B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.024


[E10B20 |   8064/60000 ( 13%) ] Loss: 0.2864 top1= 94.3182

=== Log global consensus distance @ E10B20 ===
consensus_distance=0.006



=== Log clique consensus distance @ E10B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.024



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3204 top1= 90.6150


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3306 top1= 90.2344


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3199 top1= 90.7652

Train epoch 11
[E11B0  |    384/60000 (  1%) ] Loss: 0.3540 top1= 89.4886

=== Log global consensus distance @ E11B0 ===
consensus_distance=0.006



=== Log clique consensus distance @ E11B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.025


[E11B10 |   4224/60000 (  7%) ] Loss: 0.3585 top1= 91.1932

=== Log global consensus distance @ E11B10 ===
consensus_distance=0.006



=== Log clique consensus distance @ E11B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.024


[E11B20 |   8064/60000 ( 13%) ] Loss: 0.2663 top1= 94.8864

=== Log global consensus distance @ E11B20 ===
consensus_distance=0.006



=== Log clique consensus distance @ E11B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.025



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3087 top1= 91.0256


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3185 top1= 90.5349


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3087 top1= 91.0457

Train epoch 12
[E12B0  |    384/60000 (  1%) ] Loss: 0.3310 top1= 90.3409

=== Log global consensus distance @ E12B0 ===
consensus_distance=0.006



=== Log clique consensus distance @ E12B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.025


[E12B10 |   4224/60000 (  7%) ] Loss: 0.3360 top1= 92.3295

=== Log global consensus distance @ E12B10 ===
consensus_distance=0.006



=== Log clique consensus distance @ E12B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.024


[E12B20 |   8064/60000 ( 13%) ] Loss: 0.2476 top1= 95.4545

=== Log global consensus distance @ E12B20 ===
consensus_distance=0.006



=== Log clique consensus distance @ E12B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.025



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2987 top1= 91.2660


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3083 top1= 90.8353


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2993 top1= 91.2460

Train epoch 13
[E13B0  |    384/60000 (  1%) ] Loss: 0.3098 top1= 90.9091

=== Log global consensus distance @ E13B0 ===
consensus_distance=0.006



=== Log clique consensus distance @ E13B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.025


[E13B10 |   4224/60000 (  7%) ] Loss: 0.3166 top1= 92.6136

=== Log global consensus distance @ E13B10 ===
consensus_distance=0.006



=== Log clique consensus distance @ E13B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.025


[E13B20 |   8064/60000 ( 13%) ] Loss: 0.2324 top1= 95.1705

=== Log global consensus distance @ E13B20 ===
consensus_distance=0.006



=== Log clique consensus distance @ E13B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.025



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2901 top1= 91.5264


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2994 top1= 91.0657


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2910 top1= 91.4263

Train epoch 14
[E14B0  |    384/60000 (  1%) ] Loss: 0.2904 top1= 92.0455

=== Log global consensus distance @ E14B0 ===
consensus_distance=0.006



=== Log clique consensus distance @ E14B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.025


[E14B10 |   4224/60000 (  7%) ] Loss: 0.2992 top1= 92.8977

=== Log global consensus distance @ E14B10 ===
consensus_distance=0.006



=== Log clique consensus distance @ E14B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.025


[E14B20 |   8064/60000 ( 13%) ] Loss: 0.2185 top1= 95.4545

=== Log global consensus distance @ E14B20 ===
consensus_distance=0.006



=== Log clique consensus distance @ E14B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.025



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2825 top1= 91.7468


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2919 top1= 91.2560


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2832 top1= 91.6767

Train epoch 15
[E15B0  |    384/60000 (  1%) ] Loss: 0.2721 top1= 92.3295

=== Log global consensus distance @ E15B0 ===
consensus_distance=0.006



=== Log clique consensus distance @ E15B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.025


[E15B10 |   4224/60000 (  7%) ] Loss: 0.2826 top1= 93.7500

=== Log global consensus distance @ E15B10 ===
consensus_distance=0.006



=== Log clique consensus distance @ E15B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.025


[E15B20 |   8064/60000 ( 13%) ] Loss: 0.2063 top1= 95.4545

=== Log global consensus distance @ E15B20 ===
consensus_distance=0.006



=== Log clique consensus distance @ E15B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.025



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2763 top1= 91.9071


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2856 top1= 91.4663


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2772 top1= 91.8470

Train epoch 16
[E16B0  |    384/60000 (  1%) ] Loss: 0.2558 top1= 92.8977

=== Log global consensus distance @ E16B0 ===
consensus_distance=0.006



=== Log clique consensus distance @ E16B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.025


[E16B10 |   4224/60000 (  7%) ] Loss: 0.2668 top1= 94.0341

=== Log global consensus distance @ E16B10 ===
consensus_distance=0.006



=== Log clique consensus distance @ E16B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.025


[E16B20 |   8064/60000 ( 13%) ] Loss: 0.1944 top1= 95.7386

=== Log global consensus distance @ E16B20 ===
consensus_distance=0.006



=== Log clique consensus distance @ E16B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.025



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2705 top1= 92.1174


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2798 top1= 91.6366


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2715 top1= 91.9772

Train epoch 17
[E17B0  |    384/60000 (  1%) ] Loss: 0.2402 top1= 92.8977

=== Log global consensus distance @ E17B0 ===
consensus_distance=0.006



=== Log clique consensus distance @ E17B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.025


[E17B10 |   4224/60000 (  7%) ] Loss: 0.2516 top1= 94.0341

=== Log global consensus distance @ E17B10 ===
consensus_distance=0.006



=== Log clique consensus distance @ E17B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.024


[E17B20 |   8064/60000 ( 13%) ] Loss: 0.1842 top1= 96.0227

=== Log global consensus distance @ E17B20 ===
consensus_distance=0.006



=== Log clique consensus distance @ E17B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.025



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2655 top1= 92.3478


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2747 top1= 91.7167


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2666 top1= 92.1675

Train epoch 18
[E18B0  |    384/60000 (  1%) ] Loss: 0.2258 top1= 93.1818

=== Log global consensus distance @ E18B0 ===
consensus_distance=0.006



=== Log clique consensus distance @ E18B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.025


[E18B10 |   4224/60000 (  7%) ] Loss: 0.2386 top1= 94.0341

=== Log global consensus distance @ E18B10 ===
consensus_distance=0.006



=== Log clique consensus distance @ E18B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.024


[E18B20 |   8064/60000 ( 13%) ] Loss: 0.1738 top1= 96.8750

=== Log global consensus distance @ E18B20 ===
consensus_distance=0.006



=== Log clique consensus distance @ E18B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.025



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2609 top1= 92.4980


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2706 top1= 91.8169


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2619 top1= 92.2977

Train epoch 19
[E19B0  |    384/60000 (  1%) ] Loss: 0.2114 top1= 93.7500

=== Log global consensus distance @ E19B0 ===
consensus_distance=0.006



=== Log clique consensus distance @ E19B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.024


[E19B10 |   4224/60000 (  7%) ] Loss: 0.2247 top1= 94.8864

=== Log global consensus distance @ E19B10 ===
consensus_distance=0.006



=== Log clique consensus distance @ E19B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.024


[E19B20 |   8064/60000 ( 13%) ] Loss: 0.1648 top1= 97.4432

=== Log global consensus distance @ E19B20 ===
consensus_distance=0.006



=== Log clique consensus distance @ E19B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.024



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2567 top1= 92.5982


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2663 top1= 91.9571


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2577 top1= 92.4379

Train epoch 20
[E20B0  |    384/60000 (  1%) ] Loss: 0.1971 top1= 94.3182

=== Log global consensus distance @ E20B0 ===
consensus_distance=0.006



=== Log clique consensus distance @ E20B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.024


[E20B10 |   4224/60000 (  7%) ] Loss: 0.2122 top1= 95.4545

=== Log global consensus distance @ E20B10 ===
consensus_distance=0.005



=== Log clique consensus distance @ E20B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.023


[E20B20 |   8064/60000 ( 13%) ] Loss: 0.1552 top1= 97.4432

=== Log global consensus distance @ E20B20 ===
consensus_distance=0.006



=== Log clique consensus distance @ E20B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.024



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2532 top1= 92.6783


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2628 top1= 92.1675


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2540 top1= 92.5481

Train epoch 21
[E21B0  |    384/60000 (  1%) ] Loss: 0.1839 top1= 94.3182

=== Log global consensus distance @ E21B0 ===
consensus_distance=0.006



=== Log clique consensus distance @ E21B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.024


[E21B10 |   4224/60000 (  7%) ] Loss: 0.1998 top1= 95.4545

=== Log global consensus distance @ E21B10 ===
consensus_distance=0.005



=== Log clique consensus distance @ E21B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.023


[E21B20 |   8064/60000 ( 13%) ] Loss: 0.1469 top1= 97.7273

=== Log global consensus distance @ E21B20 ===
consensus_distance=0.006



=== Log clique consensus distance @ E21B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.024



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2499 top1= 92.6983


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2595 top1= 92.2276


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2507 top1= 92.5881

Train epoch 22
[E22B0  |    384/60000 (  1%) ] Loss: 0.1720 top1= 94.6023

=== Log global consensus distance @ E22B0 ===
consensus_distance=0.005



=== Log clique consensus distance @ E22B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.023


[E22B10 |   4224/60000 (  7%) ] Loss: 0.1882 top1= 95.4545

=== Log global consensus distance @ E22B10 ===
consensus_distance=0.005



=== Log clique consensus distance @ E22B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.023


[E22B20 |   8064/60000 ( 13%) ] Loss: 0.1391 top1= 97.7273

=== Log global consensus distance @ E22B20 ===
consensus_distance=0.005



=== Log clique consensus distance @ E22B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.024



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2473 top1= 92.7784


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2577 top1= 92.2877


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2476 top1= 92.7284

Train epoch 23
[E23B0  |    384/60000 (  1%) ] Loss: 0.1606 top1= 94.6023

=== Log global consensus distance @ E23B0 ===
consensus_distance=0.005



=== Log clique consensus distance @ E23B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.023


[E23B10 |   4224/60000 (  7%) ] Loss: 0.1774 top1= 95.7386

=== Log global consensus distance @ E23B10 ===
consensus_distance=0.005



=== Log clique consensus distance @ E23B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.023


[E23B20 |   8064/60000 ( 13%) ] Loss: 0.1320 top1= 98.0114

=== Log global consensus distance @ E23B20 ===
consensus_distance=0.005



=== Log clique consensus distance @ E23B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.023



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2449 top1= 92.8385


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2556 top1= 92.3478


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2453 top1= 92.7284

Train epoch 24
[E24B0  |    384/60000 (  1%) ] Loss: 0.1508 top1= 94.6023

=== Log global consensus distance @ E24B0 ===
consensus_distance=0.005



=== Log clique consensus distance @ E24B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.023


[E24B10 |   4224/60000 (  7%) ] Loss: 0.1657 top1= 96.8750

=== Log global consensus distance @ E24B10 ===
consensus_distance=0.005



=== Log clique consensus distance @ E24B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.022


[E24B20 |   8064/60000 ( 13%) ] Loss: 0.1239 top1= 98.5795

=== Log global consensus distance @ E24B20 ===
consensus_distance=0.005



=== Log clique consensus distance @ E24B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.023



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2424 top1= 92.9187


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2535 top1= 92.3878


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2422 top1= 92.8486

Train epoch 25
[E25B0  |    384/60000 (  1%) ] Loss: 0.1400 top1= 95.7386

=== Log global consensus distance @ E25B0 ===
consensus_distance=0.005



=== Log clique consensus distance @ E25B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.022


[E25B10 |   4224/60000 (  7%) ] Loss: 0.1550 top1= 97.1591

=== Log global consensus distance @ E25B10 ===
consensus_distance=0.005



=== Log clique consensus distance @ E25B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.022


[E25B20 |   8064/60000 ( 13%) ] Loss: 0.1176 top1= 98.5795

=== Log global consensus distance @ E25B20 ===
consensus_distance=0.005



=== Log clique consensus distance @ E25B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.023



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2405 top1= 92.9788


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2515 top1= 92.3878


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2407 top1= 92.8886

Train epoch 26
[E26B0  |    384/60000 (  1%) ] Loss: 0.1307 top1= 96.0227

=== Log global consensus distance @ E26B0 ===
consensus_distance=0.005



=== Log clique consensus distance @ E26B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.022


[E26B10 |   4224/60000 (  7%) ] Loss: 0.1448 top1= 97.4432

=== Log global consensus distance @ E26B10 ===
consensus_distance=0.005



=== Log clique consensus distance @ E26B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.021


[E26B20 |   8064/60000 ( 13%) ] Loss: 0.1109 top1= 98.5795

=== Log global consensus distance @ E26B20 ===
consensus_distance=0.005



=== Log clique consensus distance @ E26B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.022



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2388 top1= 93.0088


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2506 top1= 92.4479


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2384 top1= 92.9587

Train epoch 27
[E27B0  |    384/60000 (  1%) ] Loss: 0.1219 top1= 96.5909

=== Log global consensus distance @ E27B0 ===
consensus_distance=0.005



=== Log clique consensus distance @ E27B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.021


[E27B10 |   4224/60000 (  7%) ] Loss: 0.1351 top1= 97.4432

=== Log global consensus distance @ E27B10 ===
consensus_distance=0.005



=== Log clique consensus distance @ E27B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.021


[E27B20 |   8064/60000 ( 13%) ] Loss: 0.1053 top1= 98.8636

=== Log global consensus distance @ E27B20 ===
consensus_distance=0.005



=== Log clique consensus distance @ E27B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.022



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2374 top1= 93.0088


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2497 top1= 92.4679


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2368 top1= 92.9587

Train epoch 28
[E28B0  |    384/60000 (  1%) ] Loss: 0.1132 top1= 96.8750

=== Log global consensus distance @ E28B0 ===
consensus_distance=0.005



=== Log clique consensus distance @ E28B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.021


[E28B10 |   4224/60000 (  7%) ] Loss: 0.1272 top1= 97.4432

=== Log global consensus distance @ E28B10 ===
consensus_distance=0.005



=== Log clique consensus distance @ E28B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.020


[E28B20 |   8064/60000 ( 13%) ] Loss: 0.0996 top1= 99.1477

=== Log global consensus distance @ E28B20 ===
consensus_distance=0.005



=== Log clique consensus distance @ E28B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.021



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2358 top1= 93.0889


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2484 top1= 92.5581


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2349 top1= 93.0689

Train epoch 29
[E29B0  |    384/60000 (  1%) ] Loss: 0.1051 top1= 97.4432

=== Log global consensus distance @ E29B0 ===
consensus_distance=0.005



=== Log clique consensus distance @ E29B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.020


[E29B10 |   4224/60000 (  7%) ] Loss: 0.1191 top1= 97.7273

=== Log global consensus distance @ E29B10 ===
consensus_distance=0.005



=== Log clique consensus distance @ E29B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.020


[E29B20 |   8064/60000 ( 13%) ] Loss: 0.0944 top1= 99.1477

=== Log global consensus distance @ E29B20 ===
consensus_distance=0.005



=== Log clique consensus distance @ E29B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.021



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2349 top1= 93.0789


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2483 top1= 92.5581


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2336 top1= 93.0489

Train epoch 30
[E30B0  |    384/60000 (  1%) ] Loss: 0.0980 top1= 97.4432

=== Log global consensus distance @ E30B0 ===
consensus_distance=0.005



=== Log clique consensus distance @ E30B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.020


[E30B10 |   4224/60000 (  7%) ] Loss: 0.1115 top1= 98.0114

=== Log global consensus distance @ E30B10 ===
consensus_distance=0.005



=== Log clique consensus distance @ E30B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.019


[E30B20 |   8064/60000 ( 13%) ] Loss: 0.0897 top1= 99.1477

=== Log global consensus distance @ E30B20 ===
consensus_distance=0.005



=== Log clique consensus distance @ E30B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.020



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2338 top1= 93.0889


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2472 top1= 92.6683


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2327 top1= 93.0990

Train epoch 31
[E31B0  |    384/60000 (  1%) ] Loss: 0.0908 top1= 98.2955

=== Log global consensus distance @ E31B0 ===
consensus_distance=0.004



=== Log clique consensus distance @ E31B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.019


[E31B10 |   4224/60000 (  7%) ] Loss: 0.1044 top1= 98.0114

=== Log global consensus distance @ E31B10 ===
consensus_distance=0.004



=== Log clique consensus distance @ E31B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.019


[E31B20 |   8064/60000 ( 13%) ] Loss: 0.0853 top1= 99.1477

=== Log global consensus distance @ E31B20 ===
consensus_distance=0.004



=== Log clique consensus distance @ E31B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.019



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2331 top1= 93.1390


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2471 top1= 92.6983


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2313 top1= 93.1791

Train epoch 32
[E32B0  |    384/60000 (  1%) ] Loss: 0.0852 top1= 98.2955

=== Log global consensus distance @ E32B0 ===
consensus_distance=0.004



=== Log clique consensus distance @ E32B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.018


[E32B10 |   4224/60000 (  7%) ] Loss: 0.0977 top1= 98.2955

=== Log global consensus distance @ E32B10 ===
consensus_distance=0.004



=== Log clique consensus distance @ E32B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.018


[E32B20 |   8064/60000 ( 13%) ] Loss: 0.0807 top1= 99.1477

=== Log global consensus distance @ E32B20 ===
consensus_distance=0.004



=== Log clique consensus distance @ E32B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.019



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2323 top1= 93.1691


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2466 top1= 92.7684


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2304 top1= 93.2993

Train epoch 33
[E33B0  |    384/60000 (  1%) ] Loss: 0.0792 top1= 98.5795

=== Log global consensus distance @ E33B0 ===
consensus_distance=0.004



=== Log clique consensus distance @ E33B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.018


[E33B10 |   4224/60000 (  7%) ] Loss: 0.0913 top1= 98.2955

=== Log global consensus distance @ E33B10 ===
consensus_distance=0.004



=== Log clique consensus distance @ E33B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.018


[E33B20 |   8064/60000 ( 13%) ] Loss: 0.0755 top1= 99.1477

=== Log global consensus distance @ E33B20 ===
consensus_distance=0.004



=== Log clique consensus distance @ E33B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.018



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2319 top1= 93.1991


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2464 top1= 92.8385


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2304 top1= 93.2893

Train epoch 34
[E34B0  |    384/60000 (  1%) ] Loss: 0.0740 top1= 99.1477

=== Log global consensus distance @ E34B0 ===
consensus_distance=0.004



=== Log clique consensus distance @ E34B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.017


[E34B10 |   4224/60000 (  7%) ] Loss: 0.0859 top1= 98.8636

=== Log global consensus distance @ E34B10 ===
consensus_distance=0.004



=== Log clique consensus distance @ E34B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.017


[E34B20 |   8064/60000 ( 13%) ] Loss: 0.0711 top1= 99.1477

=== Log global consensus distance @ E34B20 ===
consensus_distance=0.004



=== Log clique consensus distance @ E34B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.017



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2316 top1= 93.2192


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2471 top1= 92.8185


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2293 top1= 93.3293

Train epoch 35
[E35B0  |    384/60000 (  1%) ] Loss: 0.0691 top1= 99.4318

=== Log global consensus distance @ E35B0 ===
consensus_distance=0.004



=== Log clique consensus distance @ E35B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.016


[E35B10 |   4224/60000 (  7%) ] Loss: 0.0801 top1= 98.8636

=== Log global consensus distance @ E35B10 ===
consensus_distance=0.004



=== Log clique consensus distance @ E35B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.016


[E35B20 |   8064/60000 ( 13%) ] Loss: 0.0670 top1= 98.8636

=== Log global consensus distance @ E35B20 ===
consensus_distance=0.004



=== Log clique consensus distance @ E35B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.017



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2316 top1= 93.2592


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2463 top1= 92.9187


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2297 top1= 93.3393

Train epoch 36
[E36B0  |    384/60000 (  1%) ] Loss: 0.0645 top1= 99.7159

=== Log global consensus distance @ E36B0 ===
consensus_distance=0.004



=== Log clique consensus distance @ E36B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.016


[E36B10 |   4224/60000 (  7%) ] Loss: 0.0749 top1= 99.1477

=== Log global consensus distance @ E36B10 ===
consensus_distance=0.004



=== Log clique consensus distance @ E36B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.016


[E36B20 |   8064/60000 ( 13%) ] Loss: 0.0627 top1= 99.1477

=== Log global consensus distance @ E36B20 ===
consensus_distance=0.004



=== Log clique consensus distance @ E36B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.016



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2322 top1= 93.2192


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2476 top1= 92.9287


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2295 top1= 93.3994

Train epoch 37
[E37B0  |    384/60000 (  1%) ] Loss: 0.0601 top1= 99.7159

=== Log global consensus distance @ E37B0 ===
consensus_distance=0.004



=== Log clique consensus distance @ E37B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.015


[E37B10 |   4224/60000 (  7%) ] Loss: 0.0708 top1= 99.1477

=== Log global consensus distance @ E37B10 ===
consensus_distance=0.004



=== Log clique consensus distance @ E37B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.015


[E37B20 |   8064/60000 ( 13%) ] Loss: 0.0589 top1= 99.1477

=== Log global consensus distance @ E37B20 ===
consensus_distance=0.004



=== Log clique consensus distance @ E37B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.015



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2330 top1= 93.2893


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2485 top1= 92.9587


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2301 top1= 93.3994

Train epoch 38
[E38B0  |    384/60000 (  1%) ] Loss: 0.0566 top1= 99.7159

=== Log global consensus distance @ E38B0 ===
consensus_distance=0.003



=== Log clique consensus distance @ E38B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.015


[E38B10 |   4224/60000 (  7%) ] Loss: 0.0664 top1= 99.1477

=== Log global consensus distance @ E38B10 ===
consensus_distance=0.003



=== Log clique consensus distance @ E38B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.014


[E38B20 |   8064/60000 ( 13%) ] Loss: 0.0548 top1= 99.1477

=== Log global consensus distance @ E38B20 ===
consensus_distance=0.003



=== Log clique consensus distance @ E38B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.015



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2338 top1= 93.2893


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2493 top1= 92.9487


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2295 top1= 93.5096

Train epoch 39
[E39B0  |    384/60000 (  1%) ] Loss: 0.0533 top1= 99.7159

=== Log global consensus distance @ E39B0 ===
consensus_distance=0.003



=== Log clique consensus distance @ E39B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.014


[E39B10 |   4224/60000 (  7%) ] Loss: 0.0621 top1= 99.1477

=== Log global consensus distance @ E39B10 ===
consensus_distance=0.003



=== Log clique consensus distance @ E39B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.014


[E39B20 |   8064/60000 ( 13%) ] Loss: 0.0511 top1= 99.1477

=== Log global consensus distance @ E39B20 ===
consensus_distance=0.003



=== Log clique consensus distance @ E39B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.014



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2354 top1= 93.2692


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2502 top1= 92.9688


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2310 top1= 93.5296

Train epoch 40
[E40B0  |    384/60000 (  1%) ] Loss: 0.0508 top1= 99.7159

=== Log global consensus distance @ E40B0 ===
consensus_distance=0.003



=== Log clique consensus distance @ E40B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.013


[E40B10 |   4224/60000 (  7%) ] Loss: 0.0586 top1= 99.4318

=== Log global consensus distance @ E40B10 ===
consensus_distance=0.003



=== Log clique consensus distance @ E40B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.013


[E40B20 |   8064/60000 ( 13%) ] Loss: 0.0471 top1= 99.1477

=== Log global consensus distance @ E40B20 ===
consensus_distance=0.003



=== Log clique consensus distance @ E40B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.013



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2373 top1= 93.2692


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2511 top1= 92.9788


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2318 top1= 93.5397

