
=== Start adding workers ===
=> Add worker SGDMWorker(index=0, momentum=0.0)
=> Add worker SGDMWorker(index=1, momentum=0.0)
=> Add worker SGDMWorker(index=2, momentum=0.0)
=> Add worker SGDMWorker(index=3, momentum=0.0)
=> Add worker SGDMWorker(index=4, momentum=0.0)
=> Add worker SGDMWorker(index=5, momentum=0.0)
=> Add worker SGDMWorker(index=6, momentum=0.0)
=> Add worker SGDMWorker(index=7, momentum=0.0)
=> Add worker SGDMWorker(index=8, momentum=0.0)
=> Add worker SGDMWorker(index=9, momentum=0.0)
=> Add worker SGDMWorker(index=10, momentum=0.0)
=> Add worker ByzantineWorker(index=11)

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

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

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



=== Log global consensus distance @ E1B0 ===
consensus_distance=0.000



=== Log clique consensus distance @ E1B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000


[E 1B10 |   4224/60000 (  7%) ] Loss: 2.2430 top1= 20.4545

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



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


[E 1B20 |   8064/60000 ( 13%) ] Loss: 2.2009 top1= 28.6932

=== Log global consensus distance @ E1B20 ===
consensus_distance=0.001



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2774 top1= 16.5765


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2780 top1= 14.6935


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2843 top1= 17.2576

Train epoch 2
[E 2B0  |    384/60000 (  1%) ] Loss: 2.1581 top1= 33.5227

=== Log global consensus distance @ E2B0 ===
consensus_distance=0.002



=== Log clique consensus distance @ E2B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.008


[E 2B10 |   4224/60000 (  7%) ] Loss: 2.1209 top1= 37.2159

=== Log global consensus distance @ E2B10 ===
consensus_distance=0.003



=== Log clique consensus distance @ E2B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.011


[E 2B20 |   8064/60000 ( 13%) ] Loss: 2.0857 top1= 40.6250

=== Log global consensus distance @ E2B20 ===
consensus_distance=0.003



=== Log clique consensus distance @ E2B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.014



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2478 top1= 20.6831


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2573 top1= 16.6567


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2625 top1= 25.6010

Train epoch 3
[E 3B0  |    384/60000 (  1%) ] Loss: 2.0424 top1= 43.4659

=== Log global consensus distance @ E3B0 ===
consensus_distance=0.004



=== Log clique consensus distance @ E3B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.016


[E 3B10 |   4224/60000 (  7%) ] Loss: 2.0104 top1= 44.3182

=== Log global consensus distance @ E3B10 ===
consensus_distance=0.004



=== Log clique consensus distance @ E3B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.019


[E 3B20 |   8064/60000 ( 13%) ] Loss: 1.9768 top1= 44.3182

=== Log global consensus distance @ E3B20 ===
consensus_distance=0.005



=== Log clique consensus distance @ E3B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.021



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2118 top1= 23.8782


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2376 top1= 21.2039


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2347 top1= 32.8025

Train epoch 4
[E 4B0  |    384/60000 (  1%) ] Loss: 1.9317 top1= 48.8636

=== Log global consensus distance @ E4B0 ===
consensus_distance=0.005



=== Log clique consensus distance @ E4B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.023


[E 4B10 |   4224/60000 (  7%) ] Loss: 1.9046 top1= 50.8523

=== Log global consensus distance @ E4B10 ===
consensus_distance=0.006



=== Log clique consensus distance @ E4B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.025


[E 4B20 |   8064/60000 ( 13%) ] Loss: 1.8693 top1= 53.1250

=== Log global consensus distance @ E4B20 ===
consensus_distance=0.006



=== Log clique consensus distance @ E4B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.027



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1678 top1= 25.6911


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2120 top1= 31.3201


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2020 top1= 37.5401

Train epoch 5
[E 5B0  |    384/60000 (  1%) ] Loss: 1.8202 top1= 57.1023

=== Log global consensus distance @ E5B0 ===
consensus_distance=0.007



=== Log clique consensus distance @ E5B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.029


[E 5B10 |   4224/60000 (  7%) ] Loss: 1.7958 top1= 57.9545

=== Log global consensus distance @ E5B10 ===
consensus_distance=0.007



=== Log clique consensus distance @ E5B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.030


[E 5B20 |   8064/60000 ( 13%) ] Loss: 1.7577 top1= 59.6591

=== Log global consensus distance @ E5B20 ===
consensus_distance=0.007



=== Log clique consensus distance @ E5B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.031



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1151 top1= 29.3369


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1781 top1= 35.2464


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1653 top1= 39.6434

Train epoch 6
[E 6B0  |    384/60000 (  1%) ] Loss: 1.7036 top1= 64.2045

=== Log global consensus distance @ E6B0 ===
consensus_distance=0.008



=== Log clique consensus distance @ E6B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.033


[E 6B10 |   4224/60000 (  7%) ] Loss: 1.6818 top1= 61.9318

=== Log global consensus distance @ E6B10 ===
consensus_distance=0.008



=== Log clique consensus distance @ E6B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.034


[E 6B20 |   8064/60000 ( 13%) ] Loss: 1.6403 top1= 64.4886

=== Log global consensus distance @ E6B20 ===
consensus_distance=0.008



=== Log clique consensus distance @ E6B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.035



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.0517 top1= 33.3233


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1352 top1= 36.6587


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1231 top1= 40.6250

Train epoch 7
[E 7B0  |    384/60000 (  1%) ] Loss: 1.5810 top1= 67.0455

=== Log global consensus distance @ E7B0 ===
consensus_distance=0.009



=== Log clique consensus distance @ E7B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.037


[E 7B10 |   4224/60000 (  7%) ] Loss: 1.5627 top1= 68.1818

=== Log global consensus distance @ E7B10 ===
consensus_distance=0.009



=== Log clique consensus distance @ E7B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.038


[E 7B20 |   8064/60000 ( 13%) ] Loss: 1.5189 top1= 68.4659

=== Log global consensus distance @ E7B20 ===
consensus_distance=0.009



=== Log clique consensus distance @ E7B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.039



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.9772 top1= 40.8353


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0823 top1= 37.5100


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0749 top1= 40.5849

Train epoch 8
[E 8B0  |    384/60000 (  1%) ] Loss: 1.4544 top1= 70.4545

=== Log global consensus distance @ E8B0 ===
consensus_distance=0.009



=== Log clique consensus distance @ E8B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.039


[E 8B10 |   4224/60000 (  7%) ] Loss: 1.4408 top1= 72.1591

=== Log global consensus distance @ E8B10 ===
consensus_distance=0.009



=== Log clique consensus distance @ E8B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.040


[E 8B20 |   8064/60000 ( 13%) ] Loss: 1.3958 top1= 72.1591

=== Log global consensus distance @ E8B20 ===
consensus_distance=0.010



=== Log clique consensus distance @ E8B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.041



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8929 top1= 49.5192


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0201 top1= 38.1410


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0201 top1= 40.3145

Train epoch 9
[E 9B0  |    384/60000 (  1%) ] Loss: 1.3279 top1= 74.1477

=== Log global consensus distance @ E9B0 ===
consensus_distance=0.010



=== Log clique consensus distance @ E9B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.041


[E 9B10 |   4224/60000 (  7%) ] Loss: 1.3195 top1= 75.5682

=== Log global consensus distance @ E9B10 ===
consensus_distance=0.010



=== Log clique consensus distance @ E9B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.041


[E 9B20 |   8064/60000 ( 13%) ] Loss: 1.2756 top1= 75.5682

=== Log global consensus distance @ E9B20 ===
consensus_distance=0.010



=== Log clique consensus distance @ E9B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.041



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8004 top1= 56.3802


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9504 top1= 38.6619


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.9577 top1= 40.2244

Train epoch 10
[E10B0  |    384/60000 (  1%) ] Loss: 1.2054 top1= 78.4091

=== Log global consensus distance @ E10B0 ===
consensus_distance=0.010



=== Log clique consensus distance @ E10B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.042


[E10B10 |   4224/60000 (  7%) ] Loss: 1.2021 top1= 78.9773

=== Log global consensus distance @ E10B10 ===
consensus_distance=0.010



=== Log clique consensus distance @ E10B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.042


[E10B20 |   8064/60000 ( 13%) ] Loss: 1.1611 top1= 78.6932

=== Log global consensus distance @ E10B20 ===
consensus_distance=0.010



=== Log clique consensus distance @ E10B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.041



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.7018 top1= 61.8289


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8746 top1= 39.0825


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.8883 top1= 40.9555

Train epoch 11
[E11B0  |    384/60000 (  1%) ] Loss: 1.0887 top1= 80.6818

=== Log global consensus distance @ E11B0 ===
consensus_distance=0.010



=== Log clique consensus distance @ E11B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.041


[E11B10 |   4224/60000 (  7%) ] Loss: 1.0904 top1= 79.8295

=== Log global consensus distance @ E11B10 ===
consensus_distance=0.010



=== Log clique consensus distance @ E11B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.041


[E11B20 |   8064/60000 ( 13%) ] Loss: 1.0539 top1= 81.2500

=== Log global consensus distance @ E11B20 ===
consensus_distance=0.009



=== Log clique consensus distance @ E11B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.040



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.6000 top1= 65.1743


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7962 top1= 39.8037


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.8138 top1= 43.5397

Train epoch 12
[E12B0  |    384/60000 (  1%) ] Loss: 0.9805 top1= 83.8068

=== Log global consensus distance @ E12B0 ===
consensus_distance=0.009



=== Log clique consensus distance @ E12B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.040


[E12B10 |   4224/60000 (  7%) ] Loss: 0.9878 top1= 81.8182

=== Log global consensus distance @ E12B10 ===
consensus_distance=0.009



=== Log clique consensus distance @ E12B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.039


[E12B20 |   8064/60000 ( 13%) ] Loss: 0.9570 top1= 82.3864

=== Log global consensus distance @ E12B20 ===
consensus_distance=0.009



=== Log clique consensus distance @ E12B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.038



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.4989 top1= 67.9387


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7138 top1= 41.4864


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.7356 top1= 46.6546

Train epoch 13
[E13B0  |    384/60000 (  1%) ] Loss: 0.8833 top1= 84.3750

=== Log global consensus distance @ E13B0 ===
consensus_distance=0.009



=== Log clique consensus distance @ E13B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.038


[E13B10 |   4224/60000 (  7%) ] Loss: 0.8961 top1= 82.1023

=== Log global consensus distance @ E13B10 ===
consensus_distance=0.009



=== Log clique consensus distance @ E13B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.037


[E13B20 |   8064/60000 ( 13%) ] Loss: 0.8710 top1= 84.3750

=== Log global consensus distance @ E13B20 ===
consensus_distance=0.009



=== Log clique consensus distance @ E13B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.036



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.4013 top1= 70.3225


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6304 top1= 43.7400


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.6566 top1= 49.1787

Train epoch 14
[E14B0  |    384/60000 (  1%) ] Loss: 0.7970 top1= 85.5114

=== Log global consensus distance @ E14B0 ===
consensus_distance=0.008



=== Log clique consensus distance @ E14B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.036


[E14B10 |   4224/60000 (  7%) ] Loss: 0.8155 top1= 83.8068

=== Log global consensus distance @ E14B10 ===
consensus_distance=0.008



=== Log clique consensus distance @ E14B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.035


[E14B20 |   8064/60000 ( 13%) ] Loss: 0.7958 top1= 84.9432

=== Log global consensus distance @ E14B20 ===
consensus_distance=0.008



=== Log clique consensus distance @ E14B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.034



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.3091 top1= 71.8850


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5488 top1= 46.0236


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.5802 top1= 51.2119

Train epoch 15
[E15B0  |    384/60000 (  1%) ] Loss: 0.7214 top1= 86.6477

=== Log global consensus distance @ E15B0 ===
consensus_distance=0.008



=== Log clique consensus distance @ E15B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.033


[E15B10 |   4224/60000 (  7%) ] Loss: 0.7453 top1= 85.5114

=== Log global consensus distance @ E15B10 ===
consensus_distance=0.008



=== Log clique consensus distance @ E15B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.033


[E15B20 |   8064/60000 ( 13%) ] Loss: 0.7306 top1= 86.0795

=== Log global consensus distance @ E15B20 ===
consensus_distance=0.007



=== Log clique consensus distance @ E15B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.032



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.2237 top1= 73.0869


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4704 top1= 48.4375


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.5070 top1= 52.4940

Train epoch 16
[E16B0  |    384/60000 (  1%) ] Loss: 0.6559 top1= 88.3523

=== Log global consensus distance @ E16B0 ===
consensus_distance=0.007



=== Log clique consensus distance @ E16B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.031


[E16B10 |   4224/60000 (  7%) ] Loss: 0.6849 top1= 85.5114

=== Log global consensus distance @ E16B10 ===
consensus_distance=0.007



=== Log clique consensus distance @ E16B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.030


[E16B20 |   8064/60000 ( 13%) ] Loss: 0.6742 top1= 86.3636

=== Log global consensus distance @ E16B20 ===
consensus_distance=0.007



=== Log clique consensus distance @ E16B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.030



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.1462 top1= 73.9984


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3971 top1= 51.1719


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4394 top1= 53.6058

Train epoch 17
[E17B0  |    384/60000 (  1%) ] Loss: 0.5993 top1= 88.6364

=== Log global consensus distance @ E17B0 ===
consensus_distance=0.007



=== Log clique consensus distance @ E17B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.029


[E17B10 |   4224/60000 (  7%) ] Loss: 0.6333 top1= 86.9318

=== Log global consensus distance @ E17B10 ===
consensus_distance=0.007



=== Log clique consensus distance @ E17B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.028


[E17B20 |   8064/60000 ( 13%) ] Loss: 0.6254 top1= 87.2159

=== Log global consensus distance @ E17B20 ===
consensus_distance=0.007



=== Log clique consensus distance @ E17B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.028



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0763 top1= 75.0701


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3291 top1= 53.9563


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3768 top1= 54.8678

Train epoch 18
[E18B0  |    384/60000 (  1%) ] Loss: 0.5508 top1= 89.7727

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



=== Log clique consensus distance @ E18B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.027


[E18B10 |   4224/60000 (  7%) ] Loss: 0.5893 top1= 87.7841

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



=== Log clique consensus distance @ E18B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.027


[E18B20 |   8064/60000 ( 13%) ] Loss: 0.5832 top1= 87.5000

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



=== Log clique consensus distance @ E18B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.026



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0140 top1= 75.9215


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2673 top1= 56.6406


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3205 top1= 56.0797

Train epoch 19
[E19B0  |    384/60000 (  1%) ] Loss: 0.5093 top1= 90.6250

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



=== Log clique consensus distance @ E19B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.025


[E19B10 |   4224/60000 (  7%) ] Loss: 0.5514 top1= 88.3523

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



=== Log clique consensus distance @ E19B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.025


[E19B20 |   8064/60000 ( 13%) ] Loss: 0.5469 top1= 88.3523

=== 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=0.9588 top1= 76.8830


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2107 top1= 59.2548


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.2710 top1= 56.9912

Train epoch 20
[E20B0  |    384/60000 (  1%) ] Loss: 0.4735 top1= 91.1932

=== 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: 0.5187 top1= 89.7727

=== Log global consensus distance @ E20B10 ===
consensus_distance=0.006



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


[E20B20 |   8064/60000 ( 13%) ] Loss: 0.5152 top1= 88.6364

=== Log global consensus distance @ E20B20 ===
consensus_distance=0.005



=== Log clique consensus distance @ E20B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.023



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9098 top1= 77.9247


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.1598 top1= 61.3782


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.2255 top1= 58.0629

Train epoch 21
[E21B0  |    384/60000 (  1%) ] Loss: 0.4427 top1= 91.4773

=== Log global consensus distance @ E21B0 ===
consensus_distance=0.005



=== Log clique consensus distance @ E21B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.022


[E21B10 |   4224/60000 (  7%) ] Loss: 0.4906 top1= 89.7727

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



=== Log clique consensus distance @ E21B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.022


[E21B20 |   8064/60000 ( 13%) ] Loss: 0.4875 top1= 89.4886

=== Log global consensus distance @ E21B20 ===
consensus_distance=0.005



=== Log clique consensus distance @ E21B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.022



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8664 top1= 78.7861


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.1135 top1= 63.3413


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.1845 top1= 59.1346

Train epoch 22
[E22B0  |    384/60000 (  1%) ] Loss: 0.4162 top1= 92.3295

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



=== Log clique consensus distance @ E22B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.021


[E22B10 |   4224/60000 (  7%) ] Loss: 0.4661 top1= 90.3409

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



=== Log clique consensus distance @ E22B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.021


[E22B20 |   8064/60000 ( 13%) ] Loss: 0.4634 top1= 90.0568

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



=== Log clique consensus distance @ E22B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.020



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8278 top1= 79.6374


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.0720 top1= 65.3045


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.1475 top1= 59.7556

Train epoch 23
[E23B0  |    384/60000 (  1%) ] Loss: 0.3932 top1= 92.6136

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



=== Log clique consensus distance @ E23B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.020


[E23B10 |   4224/60000 (  7%) ] Loss: 0.4446 top1= 90.3409

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



=== Log clique consensus distance @ E23B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.020


[E23B20 |   8064/60000 ( 13%) ] Loss: 0.4421 top1= 90.3409

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



=== Log clique consensus distance @ E23B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.020



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7934 top1= 80.5489


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.0348 top1= 66.7268


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.1141 top1= 60.6470

Train epoch 24
[E24B0  |    384/60000 (  1%) ] Loss: 0.3731 top1= 92.6136

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



=== Log clique consensus distance @ E24B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.019


[E24B10 |   4224/60000 (  7%) ] Loss: 0.4257 top1= 90.3409

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



=== Log clique consensus distance @ E24B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.019


[E24B20 |   8064/60000 ( 13%) ] Loss: 0.4234 top1= 90.6250

=== Log global consensus distance @ E24B20 ===
consensus_distance=0.004



=== Log clique consensus distance @ E24B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.019



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7627 top1= 81.1599


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.0010 top1= 68.2692


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.0839 top1= 61.3081

Train epoch 25
[E25B0  |    384/60000 (  1%) ] Loss: 0.3555 top1= 92.3295

=== Log global consensus distance @ E25B0 ===
consensus_distance=0.004



=== Log clique consensus distance @ E25B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.018


[E25B10 |   4224/60000 (  7%) ] Loss: 0.4091 top1= 90.0568

=== Log global consensus distance @ E25B10 ===
consensus_distance=0.004



=== Log clique consensus distance @ E25B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.018


[E25B20 |   8064/60000 ( 13%) ] Loss: 0.4064 top1= 90.6250

=== Log global consensus distance @ E25B20 ===
consensus_distance=0.004



=== Log clique consensus distance @ E25B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.018



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7352 top1= 81.8910


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.9706 top1= 69.4211


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.0567 top1= 61.8089

Train epoch 26
[E26B0  |    384/60000 (  1%) ] Loss: 0.3399 top1= 92.3295

=== Log global consensus distance @ E26B0 ===
consensus_distance=0.004



=== Log clique consensus distance @ E26B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.018


[E26B10 |   4224/60000 (  7%) ] Loss: 0.3941 top1= 90.3409

=== Log global consensus distance @ E26B10 ===
consensus_distance=0.004



=== Log clique consensus distance @ E26B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.018


[E26B20 |   8064/60000 ( 13%) ] Loss: 0.3912 top1= 90.3409

=== Log global consensus distance @ E26B20 ===
consensus_distance=0.004



=== Log clique consensus distance @ E26B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.017



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7102 top1= 82.3518


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.9429 top1= 70.5729


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.0316 top1= 62.4399

Train epoch 27
[E27B0  |    384/60000 (  1%) ] Loss: 0.3262 top1= 92.3295

=== Log global consensus distance @ E27B0 ===
consensus_distance=0.004



=== Log clique consensus distance @ E27B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.017


[E27B10 |   4224/60000 (  7%) ] Loss: 0.3804 top1= 90.9091

=== Log global consensus distance @ E27B10 ===
consensus_distance=0.004



=== Log clique consensus distance @ E27B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.017


[E27B20 |   8064/60000 ( 13%) ] Loss: 0.3773 top1= 90.9091

=== Log global consensus distance @ E27B20 ===
consensus_distance=0.004



=== Log clique consensus distance @ E27B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.017



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6877 top1= 82.9728


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.9177 top1= 71.3942


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.0090 top1= 62.9006

Train epoch 28
[E28B0  |    384/60000 (  1%) ] Loss: 0.3139 top1= 92.6136

=== Log global consensus distance @ E28B0 ===
consensus_distance=0.004



=== Log clique consensus distance @ E28B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.016


[E28B10 |   4224/60000 (  7%) ] Loss: 0.3681 top1= 90.9091

=== Log global consensus distance @ E28B10 ===
consensus_distance=0.004



=== Log clique consensus distance @ E28B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.016


[E28B20 |   8064/60000 ( 13%) ] Loss: 0.3647 top1= 90.9091

=== Log global consensus distance @ E28B20 ===
consensus_distance=0.004



=== Log clique consensus distance @ E28B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.016



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6671 top1= 83.5837


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.8948 top1= 72.0453


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.9878 top1= 63.2512

Train epoch 29
[E29B0  |    384/60000 (  1%) ] Loss: 0.3027 top1= 92.3295

=== Log global consensus distance @ E29B0 ===
consensus_distance=0.004



=== Log clique consensus distance @ E29B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.016


[E29B10 |   4224/60000 (  7%) ] Loss: 0.3569 top1= 91.1932

=== Log global consensus distance @ E29B10 ===
consensus_distance=0.004



=== Log clique consensus distance @ E29B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.016


[E29B20 |   8064/60000 ( 13%) ] Loss: 0.3531 top1= 91.1932

=== Log global consensus distance @ E29B20 ===
consensus_distance=0.004



=== Log clique consensus distance @ E29B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.015



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6484 top1= 84.0144


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.8740 top1= 72.7564


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.9686 top1= 63.7821

Train epoch 30
[E30B0  |    384/60000 (  1%) ] Loss: 0.2926 top1= 92.6136

=== Log global consensus distance @ E30B0 ===
consensus_distance=0.004



=== Log clique consensus distance @ E30B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.015


[E30B10 |   4224/60000 (  7%) ] Loss: 0.3466 top1= 91.7614

=== Log global consensus distance @ E30B10 ===
consensus_distance=0.004



=== Log clique consensus distance @ E30B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.015


[E30B20 |   8064/60000 ( 13%) ] Loss: 0.3426 top1= 91.1932

=== Log global consensus distance @ E30B20 ===
consensus_distance=0.004



=== Log clique consensus distance @ E30B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.015



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6313 top1= 84.3550


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.8551 top1= 73.3474


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.9506 top1= 64.2328

Train epoch 31
[E31B0  |    384/60000 (  1%) ] Loss: 0.2834 top1= 92.8977

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



=== Log clique consensus distance @ E31B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.015


[E31B10 |   4224/60000 (  7%) ] Loss: 0.3371 top1= 91.7614

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



=== Log clique consensus distance @ E31B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.015


[E31B20 |   8064/60000 ( 13%) ] Loss: 0.3328 top1= 91.1932

=== Log global consensus distance @ E31B20 ===
consensus_distance=0.003



=== Log clique consensus distance @ E31B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.015



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6157 top1= 84.6554


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.8376 top1= 73.9583


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.9338 top1= 64.6134

Train epoch 32
[E32B0  |    384/60000 (  1%) ] Loss: 0.2750 top1= 93.1818

=== Log global consensus distance @ E32B0 ===
consensus_distance=0.003



=== Log clique consensus distance @ E32B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.014


[E32B10 |   4224/60000 (  7%) ] Loss: 0.3282 top1= 92.0455

=== Log global consensus distance @ E32B10 ===
consensus_distance=0.003



=== Log clique consensus distance @ E32B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.015


[E32B20 |   8064/60000 ( 13%) ] Loss: 0.3238 top1= 91.7614

=== Log global consensus distance @ E32B20 ===
consensus_distance=0.003



=== Log clique consensus distance @ E32B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.014



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6012 top1= 84.9860


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.8214 top1= 74.5493


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.9181 top1= 65.0441

Train epoch 33
[E33B0  |    384/60000 (  1%) ] Loss: 0.2673 top1= 93.7500

=== Log global consensus distance @ E33B0 ===
consensus_distance=0.003



=== Log clique consensus distance @ E33B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.014


[E33B10 |   4224/60000 (  7%) ] Loss: 0.3201 top1= 92.0455

=== Log global consensus distance @ E33B10 ===
consensus_distance=0.003



=== Log clique consensus distance @ E33B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.014


[E33B20 |   8064/60000 ( 13%) ] Loss: 0.3156 top1= 92.3295

=== Log global consensus distance @ E33B20 ===
consensus_distance=0.003



=== Log clique consensus distance @ E33B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.014



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5880 top1= 85.2865


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.8064 top1= 74.8998


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.9035 top1= 65.5248

Train epoch 34
[E34B0  |    384/60000 (  1%) ] Loss: 0.2603 top1= 93.7500

=== Log global consensus distance @ E34B0 ===
consensus_distance=0.003



=== Log clique consensus distance @ E34B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.014


[E34B10 |   4224/60000 (  7%) ] Loss: 0.3125 top1= 92.3295

=== Log global consensus distance @ E34B10 ===
consensus_distance=0.003



=== Log clique consensus distance @ E34B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.014


[E34B20 |   8064/60000 ( 13%) ] Loss: 0.3079 top1= 92.3295

=== Log global consensus distance @ E34B20 ===
consensus_distance=0.003



=== Log clique consensus distance @ E34B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.013



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5757 top1= 85.5769


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.7925 top1= 75.3305


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.8901 top1= 65.8654

Train epoch 35
[E35B0  |    384/60000 (  1%) ] Loss: 0.2538 top1= 93.7500

=== Log global consensus distance @ E35B0 ===
consensus_distance=0.003



=== Log clique consensus distance @ E35B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.013


[E35B10 |   4224/60000 (  7%) ] Loss: 0.3054 top1= 92.0455

=== Log global consensus distance @ E35B10 ===
consensus_distance=0.003



=== Log clique consensus distance @ E35B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.013


[E35B20 |   8064/60000 ( 13%) ] Loss: 0.3008 top1= 92.3295

=== Log global consensus distance @ E35B20 ===
consensus_distance=0.003



=== Log clique consensus distance @ E35B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.013



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5643 top1= 85.9876


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.7795 top1= 75.7412


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.8774 top1= 66.3061

Train epoch 36
[E36B0  |    384/60000 (  1%) ] Loss: 0.2478 top1= 93.7500

=== Log global consensus distance @ E36B0 ===
consensus_distance=0.003



=== Log clique consensus distance @ E36B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.013


[E36B10 |   4224/60000 (  7%) ] Loss: 0.2988 top1= 92.0455

=== Log global consensus distance @ E36B10 ===
consensus_distance=0.003



=== Log clique consensus distance @ E36B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.013


[E36B20 |   8064/60000 ( 13%) ] Loss: 0.2942 top1= 92.3295

=== Log global consensus distance @ E36B20 ===
consensus_distance=0.003



=== Log clique consensus distance @ E36B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.013



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5537 top1= 86.1779


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.7676 top1= 76.0617


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.8655 top1= 66.7067

Train epoch 37
[E37B0  |    384/60000 (  1%) ] Loss: 0.2422 top1= 93.7500

=== Log global consensus distance @ E37B0 ===
consensus_distance=0.003



=== Log clique consensus distance @ E37B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.013


[E37B10 |   4224/60000 (  7%) ] Loss: 0.2925 top1= 92.0455

=== Log global consensus distance @ E37B10 ===
consensus_distance=0.003



=== Log clique consensus distance @ E37B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.013


[E37B20 |   8064/60000 ( 13%) ] Loss: 0.2880 top1= 92.6136

=== Log global consensus distance @ E37B20 ===
consensus_distance=0.003



=== Log clique consensus distance @ E37B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.013



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5439 top1= 86.3682


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.7561 top1= 76.3421


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.8543 top1= 67.0072

Train epoch 38
[E38B0  |    384/60000 (  1%) ] Loss: 0.2370 top1= 93.7500

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



=== Log clique consensus distance @ E38B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.012


[E38B10 |   4224/60000 (  7%) ] Loss: 0.2867 top1= 92.0455

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



=== Log clique consensus distance @ E38B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.013


[E38B20 |   8064/60000 ( 13%) ] Loss: 0.2820 top1= 92.6136

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



=== Log clique consensus distance @ E38B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.012



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5347 top1= 86.5084


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.7456 top1= 76.6026


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.8436 top1= 67.3578

Train epoch 39
[E39B0  |    384/60000 (  1%) ] Loss: 0.2321 top1= 94.0341

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



=== Log clique consensus distance @ E39B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.012


[E39B10 |   4224/60000 (  7%) ] Loss: 0.2811 top1= 92.3295

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



=== Log clique consensus distance @ E39B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.012


[E39B20 |   8064/60000 ( 13%) ] Loss: 0.2765 top1= 92.6136

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



=== Log clique consensus distance @ E39B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.012



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5261 top1= 86.6386


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.7358 top1= 76.7929


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.8330 top1= 67.6282

Train epoch 40
[E40B0  |    384/60000 (  1%) ] Loss: 0.2275 top1= 94.0341

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



=== Log clique consensus distance @ E40B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.012


[E40B10 |   4224/60000 (  7%) ] Loss: 0.2759 top1= 92.8977

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



=== Log clique consensus distance @ E40B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.012


[E40B20 |   8064/60000 ( 13%) ] Loss: 0.2713 top1= 92.6136

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



=== Log clique consensus distance @ E40B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.012



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5180 top1= 86.8590


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.7266 top1= 76.9531


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.8234 top1= 67.9387

