
=== 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 ByzantineWorker(index=11)

=== 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: 2.2664 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: 2.1917 top1= 28.6932

=== 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=2.1027 top1= 47.8966


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1047 top1= 51.4824


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1028 top1= 44.2208

Train epoch 2
[E 2B0  |    384/60000 (  1%) ] Loss: 2.0984 top1= 37.5000

=== 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: 1.9760 top1= 50.0000

=== 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: 1.7821 top1= 58.5227

=== 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=1.5621 top1= 69.1106


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5652 top1= 70.0020


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.5644 top1= 67.8285

Train epoch 3
[E 3B0  |    384/60000 (  1%) ] Loss: 1.5960 top1= 64.2045

=== 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: 1.3418 top1= 66.7614

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



=== Log clique consensus distance @ E3B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.008


[E 3B20 |   8064/60000 ( 13%) ] Loss: 1.0832 top1= 71.0227

=== 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=0.8213 top1= 80.7592


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.8286 top1= 79.9880


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.8214 top1= 81.3401

Train epoch 4
[E 4B0  |    384/60000 (  1%) ] Loss: 0.9426 top1= 73.2955

=== 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: 0.8121 top1= 79.5455

=== 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: 0.6696 top1= 80.3977

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



=== Log clique consensus distance @ E4B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.014



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5344 top1= 86.0076


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5454 top1= 85.1663


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5330 top1= 86.4083

Train epoch 5
[E 5B0  |    384/60000 (  1%) ] Loss: 0.6558 top1= 82.6705

=== Log global consensus distance @ E5B0 ===
consensus_distance=0.004



=== Log clique consensus distance @ E5B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.015


[E 5B10 |   4224/60000 (  7%) ] Loss: 0.6120 top1= 84.3750

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



=== Log clique consensus distance @ E5B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.016


[E 5B20 |   8064/60000 ( 13%) ] Loss: 0.5075 top1= 84.6591

=== 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=0.4359 top1= 88.0809


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.4456 top1= 87.7905


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.4360 top1= 88.2011

Train epoch 6
[E 6B0  |    384/60000 (  1%) ] Loss: 0.5321 top1= 85.5114

=== 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: 0.5214 top1= 86.9318

=== Log global consensus distance @ E6B10 ===
consensus_distance=0.005



=== Log clique consensus distance @ E6B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.019


[E 6B20 |   8064/60000 ( 13%) ] Loss: 0.4208 top1= 88.0682

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



=== Log clique consensus distance @ E6B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.020



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3881 top1= 89.0325


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3985 top1= 88.6118


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3884 top1= 88.9523

Train epoch 7
[E 7B0  |    384/60000 (  1%) ] Loss: 0.4654 top1= 87.2159

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



=== Log clique consensus distance @ E7B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.021


[E 7B10 |   4224/60000 (  7%) ] Loss: 0.4671 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: 0.3667 top1= 89.4886

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



=== Log clique consensus distance @ E7B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.022



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3589 top1= 89.5032


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3696 top1= 89.2428


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3594 top1= 89.6735

Train epoch 8
[E 8B0  |    384/60000 (  1%) ] Loss: 0.4223 top1= 87.2159

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



=== Log clique consensus distance @ E8B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.023


[E 8B10 |   4224/60000 (  7%) ] Loss: 0.4285 top1= 88.6364

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



=== Log clique consensus distance @ E8B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.023


[E 8B20 |   8064/60000 ( 13%) ] Loss: 0.3289 top1= 92.3295

=== Log global consensus distance @ E8B20 ===
consensus_distance=0.006



=== Log clique consensus distance @ E8B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.024



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3382 top1= 90.0942


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3491 top1= 89.8037


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3391 top1= 90.2043

Train epoch 9
[E 9B0  |    384/60000 (  1%) ] Loss: 0.3887 top1= 88.3523

=== Log global consensus distance @ E9B0 ===
consensus_distance=0.006



=== Log clique consensus distance @ E9B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.024


[E 9B10 |   4224/60000 (  7%) ] Loss: 0.3974 top1= 89.2045

=== Log global consensus distance @ E9B10 ===
consensus_distance=0.006



=== Log clique consensus distance @ E9B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.024


[E 9B20 |   8064/60000 ( 13%) ] Loss: 0.2992 top1= 93.4659

=== 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=0.3226 top1= 90.5248


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3332 top1= 90.3045


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3238 top1= 90.5749

Train epoch 10
[E10B0  |    384/60000 (  1%) ] Loss: 0.3600 top1= 89.4886

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



=== Log clique consensus distance @ E10B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.025


[E10B10 |   4224/60000 (  7%) ] Loss: 0.3703 top1= 90.0568

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



=== Log clique consensus distance @ E10B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.025


[E10B20 |   8064/60000 ( 13%) ] Loss: 0.2757 top1= 93.7500

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



=== Log clique consensus distance @ E10B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.025



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3099 top1= 90.9956


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3203 top1= 90.5749


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3111 top1= 90.8754

Train epoch 11
[E11B0  |    384/60000 (  1%) ] Loss: 0.3354 top1= 90.0568

=== 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: 0.3473 top1= 91.7614

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



=== Log clique consensus distance @ E11B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.025


[E11B20 |   8064/60000 ( 13%) ] Loss: 0.2557 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=0.026



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2992 top1= 91.1859


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3092 top1= 90.7953


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3009 top1= 91.1158

Train epoch 12
[E12B0  |    384/60000 (  1%) ] Loss: 0.3142 top1= 90.9091

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



=== Log clique consensus distance @ E12B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.026


[E12B10 |   4224/60000 (  7%) ] Loss: 0.3261 top1= 92.0455

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



=== Log clique consensus distance @ E12B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.025


[E12B20 |   8064/60000 ( 13%) ] Loss: 0.2372 top1= 95.7386

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



=== Log clique consensus distance @ E12B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.026



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2903 top1= 91.5565


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3002 top1= 90.9956


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2917 top1= 91.4163

Train epoch 13
[E13B0  |    384/60000 (  1%) ] Loss: 0.2948 top1= 92.0455

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



=== Log clique consensus distance @ E13B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.026


[E13B10 |   4224/60000 (  7%) ] Loss: 0.3067 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: 0.2217 top1= 96.0227

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



=== Log clique consensus distance @ E13B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.026



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2827 top1= 91.8269


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2925 top1= 91.2460


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2842 top1= 91.5765

Train epoch 14
[E14B0  |    384/60000 (  1%) ] Loss: 0.2768 top1= 92.6136

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



=== Log clique consensus distance @ E14B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.026


[E14B10 |   4224/60000 (  7%) ] Loss: 0.2883 top1= 93.1818

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



=== Log clique consensus distance @ E14B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.026


[E14B20 |   8064/60000 ( 13%) ] Loss: 0.2078 top1= 96.0227

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



=== Log clique consensus distance @ E14B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.026



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2760 top1= 92.0272


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2856 top1= 91.4764


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2776 top1= 91.8470

Train epoch 15
[E15B0  |    384/60000 (  1%) ] Loss: 0.2596 top1= 92.6136

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



=== Log clique consensus distance @ E15B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.026


[E15B10 |   4224/60000 (  7%) ] Loss: 0.2711 top1= 93.4659

=== 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: 0.1961 top1= 96.3068

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



=== Log clique consensus distance @ E15B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.026



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2703 top1= 92.1474


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2799 top1= 91.6466


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2716 top1= 92.0573

Train epoch 16
[E16B0  |    384/60000 (  1%) ] Loss: 0.2448 top1= 93.7500

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



=== Log clique consensus distance @ E16B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.026


[E16B10 |   4224/60000 (  7%) ] Loss: 0.2557 top1= 93.7500

=== 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: 0.1842 top1= 96.5909

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



=== Log clique consensus distance @ E16B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.026



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2653 top1= 92.2676


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2753 top1= 91.7067


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2663 top1= 92.1875

Train epoch 17
[E17B0  |    384/60000 (  1%) ] Loss: 0.2297 top1= 94.3182

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



=== Log clique consensus distance @ E17B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.026


[E17B10 |   4224/60000 (  7%) ] Loss: 0.2406 top1= 94.3182

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



=== Log clique consensus distance @ E17B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.025


[E17B20 |   8064/60000 ( 13%) ] Loss: 0.1733 top1= 97.1591

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



=== Log clique consensus distance @ E17B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.026



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2608 top1= 92.4279


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2699 top1= 91.8970


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2617 top1= 92.3478

Train epoch 18
[E18B0  |    384/60000 (  1%) ] Loss: 0.2140 top1= 94.3182

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



=== Log clique consensus distance @ E18B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.026


[E18B10 |   4224/60000 (  7%) ] Loss: 0.2270 top1= 94.6023

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



=== Log clique consensus distance @ E18B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.025


[E18B20 |   8064/60000 ( 13%) ] Loss: 0.1644 top1= 97.4432

=== 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=0.2568 top1= 92.4679


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2662 top1= 91.9471


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2574 top1= 92.5381

Train epoch 19
[E19B0  |    384/60000 (  1%) ] Loss: 0.2004 top1= 94.8864

=== 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: 0.2122 top1= 95.4545

=== 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: 0.1551 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=0.025



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2530 top1= 92.6282


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2624 top1= 92.0974


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2535 top1= 92.6182

Train epoch 20
[E20B0  |    384/60000 (  1%) ] Loss: 0.1869 top1= 94.8864

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



=== Log clique consensus distance @ E20B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.025


[E20B10 |   4224/60000 (  7%) ] Loss: 0.1991 top1= 95.4545

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



=== Log clique consensus distance @ E20B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.025


[E20B20 |   8064/60000 ( 13%) ] Loss: 0.1467 top1= 98.0114

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



=== Log clique consensus distance @ E20B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.025



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2500 top1= 92.7284


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2597 top1= 92.1575


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2501 top1= 92.6883

Train epoch 21
[E21B0  |    384/60000 (  1%) ] Loss: 0.1739 top1= 94.8864

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



=== Log clique consensus distance @ E21B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.025


[E21B10 |   4224/60000 (  7%) ] Loss: 0.1864 top1= 96.3068

=== Log global consensus distance @ E21B10 ===
consensus_distance=0.006



=== Log clique consensus distance @ E21B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.024


[E21B20 |   8064/60000 ( 13%) ] Loss: 0.1384 top1= 98.0114

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



=== Log clique consensus distance @ E21B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.025



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2469 top1= 92.8886


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2569 top1= 92.3077


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2468 top1= 92.7584

Train epoch 22
[E22B0  |    384/60000 (  1%) ] Loss: 0.1621 top1= 94.8864

=== Log global consensus distance @ E22B0 ===
consensus_distance=0.006



=== Log clique consensus distance @ E22B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.024


[E22B10 |   4224/60000 (  7%) ] Loss: 0.1747 top1= 96.3068

=== Log global consensus distance @ E22B10 ===
consensus_distance=0.006



=== Log clique consensus distance @ E22B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.024


[E22B20 |   8064/60000 ( 13%) ] Loss: 0.1298 top1= 98.0114

=== Log global consensus distance @ E22B20 ===
consensus_distance=0.006



=== Log clique consensus distance @ E22B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.025



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2444 top1= 92.9287


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2542 top1= 92.3878


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2442 top1= 92.8085

Train epoch 23
[E23B0  |    384/60000 (  1%) ] Loss: 0.1508 top1= 94.8864

=== Log global consensus distance @ E23B0 ===
consensus_distance=0.006



=== Log clique consensus distance @ E23B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.024


[E23B10 |   4224/60000 (  7%) ] Loss: 0.1630 top1= 96.3068

=== Log global consensus distance @ E23B10 ===
consensus_distance=0.006



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


[E23B20 |   8064/60000 ( 13%) ] Loss: 0.1235 top1= 98.5795

=== Log global consensus distance @ E23B20 ===
consensus_distance=0.006



=== Log clique consensus distance @ E23B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.024



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2421 top1= 92.9387


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2523 top1= 92.4079


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2411 top1= 92.8686

Train epoch 24
[E24B0  |    384/60000 (  1%) ] Loss: 0.1397 top1= 95.1705

=== 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: 0.1512 top1= 97.1591

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



=== Log clique consensus distance @ E24B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.023


[E24B20 |   8064/60000 ( 13%) ] Loss: 0.1151 top1= 98.8636

=== Log global consensus distance @ E24B20 ===
consensus_distance=0.006



=== Log clique consensus distance @ E24B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.024



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2403 top1= 92.9487


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2512 top1= 92.4980


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2390 top1= 92.9287

Train epoch 25
[E25B0  |    384/60000 (  1%) ] Loss: 0.1298 top1= 96.0227

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



=== Log clique consensus distance @ E25B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.023


[E25B10 |   4224/60000 (  7%) ] Loss: 0.1408 top1= 97.4432

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



=== Log clique consensus distance @ E25B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.023


[E25B20 |   8064/60000 ( 13%) ] Loss: 0.1082 top1= 98.8636

=== 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=0.2383 top1= 92.9988


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2491 top1= 92.4980


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2367 top1= 93.0288

Train epoch 26
[E26B0  |    384/60000 (  1%) ] Loss: 0.1195 top1= 96.3068

=== 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: 0.1321 top1= 97.7273

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



=== Log clique consensus distance @ E26B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.022


[E26B20 |   8064/60000 ( 13%) ] Loss: 0.1021 top1= 98.8636

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



=== Log clique consensus distance @ E26B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.023



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2369 top1= 93.0789


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2478 top1= 92.5881


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2351 top1= 93.1490

Train epoch 27
[E27B0  |    384/60000 (  1%) ] Loss: 0.1101 top1= 96.8750

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



=== Log clique consensus distance @ E27B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.022


[E27B10 |   4224/60000 (  7%) ] Loss: 0.1224 top1= 97.7273

=== 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: 0.0956 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=0.2358 top1= 93.0990


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2471 top1= 92.6583


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2335 top1= 93.1390

Train epoch 28
[E28B0  |    384/60000 (  1%) ] Loss: 0.1013 top1= 97.1591

=== 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: 0.1142 top1= 97.7273

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



=== Log clique consensus distance @ E28B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.021


[E28B20 |   8064/60000 ( 13%) ] Loss: 0.0906 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=0.022



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2345 top1= 93.1490


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2456 top1= 92.7684


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2322 top1= 93.1991

Train epoch 29
[E29B0  |    384/60000 (  1%) ] Loss: 0.0932 top1= 98.0114

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



=== Log clique consensus distance @ E29B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.021


[E29B10 |   4224/60000 (  7%) ] Loss: 0.1064 top1= 98.0114

=== 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: 0.0851 top1= 99.4318

=== 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=0.2336 top1= 93.2091


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2454 top1= 92.7985


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2309 top1= 93.2292

Train epoch 30
[E30B0  |    384/60000 (  1%) ] Loss: 0.0866 top1= 98.2955

=== 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: 0.0991 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: 0.0801 top1= 99.4318

=== 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=0.2334 top1= 93.2492


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2457 top1= 92.8285


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2303 top1= 93.3193

Train epoch 31
[E31B0  |    384/60000 (  1%) ] Loss: 0.0800 top1= 99.1477

=== 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: 0.0923 top1= 98.2955

=== 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: 0.0746 top1= 99.1477

=== Log global consensus distance @ E31B20 ===
consensus_distance=0.005



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2327 top1= 93.2893


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2455 top1= 92.8886


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2294 top1= 93.3894

Train epoch 32
[E32B0  |    384/60000 (  1%) ] Loss: 0.0737 top1= 99.1477

=== 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: 0.0862 top1= 98.8636

=== 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: 0.0704 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= 93.3193


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2452 top1= 92.9187


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2291 top1= 93.4295

Train epoch 33
[E33B0  |    384/60000 (  1%) ] Loss: 0.0687 top1= 99.1477

=== 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: 0.0804 top1= 99.1477

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



=== Log clique consensus distance @ E33B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.017


[E33B20 |   8064/60000 ( 13%) ] Loss: 0.0664 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=0.2320 top1= 93.3093


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2454 top1= 92.9587


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2287 top1= 93.4495

Train epoch 34
[E34B0  |    384/60000 (  1%) ] Loss: 0.0637 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: 0.0750 top1= 99.1477

=== 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: 0.0618 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=0.2319 top1= 93.3794


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2457 top1= 92.9888


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2285 top1= 93.5196

Train epoch 35
[E35B0  |    384/60000 (  1%) ] Loss: 0.0593 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: 0.0694 top1= 99.4318

=== 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: 0.0581 top1= 99.1477

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



=== Log clique consensus distance @ E35B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.016



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2321 top1= 93.3494


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2461 top1= 92.9888


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2288 top1= 93.4996

Train epoch 36
[E36B0  |    384/60000 (  1%) ] Loss: 0.0551 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: 0.0651 top1= 99.4318

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



=== Log clique consensus distance @ E36B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.015


[E36B20 |   8064/60000 ( 13%) ] Loss: 0.0534 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=0.2325 top1= 93.3994


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2473 top1= 93.0288


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2295 top1= 93.5497

Train epoch 37
[E37B0  |    384/60000 (  1%) ] Loss: 0.0519 top1= 99.7159

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



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


[E37B10 |   4224/60000 (  7%) ] Loss: 0.0613 top1= 99.4318

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



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


[E37B20 |   8064/60000 ( 13%) ] Loss: 0.0505 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= 93.4295


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2477 top1= 93.0589


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2301 top1= 93.5597

Train epoch 38
[E38B0  |    384/60000 (  1%) ] Loss: 0.0484 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=0.014


[E38B10 |   4224/60000 (  7%) ] Loss: 0.0570 top1= 99.4318

=== 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: 0.0461 top1= 99.4318

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



=== Log clique consensus distance @ E38B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.014



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2330 top1= 93.4896


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2481 top1= 93.0889


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2305 top1= 93.5897

Train epoch 39
[E39B0  |    384/60000 (  1%) ] Loss: 0.0447 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: 0.0536 top1= 99.4318

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



=== Log clique consensus distance @ E39B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.013


[E39B20 |   8064/60000 ( 13%) ] Loss: 0.0434 top1= 99.4318

=== 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=0.2338 top1= 93.4996


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2487 top1= 93.1090


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2318 top1= 93.6298

Train epoch 40
[E40B0  |    384/60000 (  1%) ] Loss: 0.0419 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: 0.0498 top1= 99.7159

=== 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: 0.0397 top1= 99.4318

=== 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=0.2346 top1= 93.4996


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2493 top1= 93.0889


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2332 top1= 93.6098

