
=== 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= 69.1206


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


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.5644 top1= 67.8486

Train epoch 3
[E 3B0  |    384/60000 (  1%) ] Loss: 1.5959 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= 81.3502

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= 86.0276


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5454 top1= 85.1763


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5330 top1= 86.3982

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=0.4360 top1= 88.0809


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.4458 top1= 87.7704


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.4361 top1= 88.2212

Train epoch 6
[E 6B0  |    384/60000 (  1%) ] Loss: 0.5322 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= 87.2159

=== 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= 89.0224


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3984 top1= 88.6118


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3883 top1= 88.9724

Train epoch 7
[E 7B0  |    384/60000 (  1%) ] Loss: 0.4655 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: 0.4670 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: 0.3666 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=0.3588 top1= 89.5032


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3695 top1= 89.2428


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3594 top1= 89.6635

Train epoch 8
[E 8B0  |    384/60000 (  1%) ] Loss: 0.4225 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: 0.4286 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: 0.3292 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=0.3381 top1= 90.0841


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3489 top1= 89.8337


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

Train epoch 9
[E 9B0  |    384/60000 (  1%) ] Loss: 0.3885 top1= 88.6364

=== 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: 0.2990 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=0.025



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3226 top1= 90.5148


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3331 top1= 90.2945


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3237 top1= 90.5950

Train epoch 10
[E10B0  |    384/60000 (  1%) ] Loss: 0.3596 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: 0.3699 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: 0.2755 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=0.3098 top1= 91.0056


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3201 top1= 90.5649


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3111 top1= 90.9155

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: 0.3468 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: 0.2553 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=0.2991 top1= 91.1659


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3091 top1= 90.7853


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3007 top1= 91.1458

Train epoch 12
[E12B0  |    384/60000 (  1%) ] Loss: 0.3138 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: 0.3258 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: 0.2370 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= 91.5164


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3001 top1= 90.9856


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2918 top1= 91.4163

Train epoch 13
[E13B0  |    384/60000 (  1%) ] Loss: 0.2946 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: 0.3063 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: 0.2220 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=0.2824 top1= 91.8269


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


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2840 top1= 91.5966

Train epoch 14
[E14B0  |    384/60000 (  1%) ] Loss: 0.2766 top1= 92.3295

=== 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: 0.2881 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: 0.2080 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=0.2758 top1= 92.0272


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2851 top1= 91.4663


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2776 top1= 91.8269

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: 0.2697 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: 0.1958 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=0.2701 top1= 92.1675


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2796 top1= 91.6366


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2716 top1= 92.0673

Train epoch 16
[E16B0  |    384/60000 (  1%) ] Loss: 0.2437 top1= 93.4659

=== 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: 0.2545 top1= 94.3182

=== 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= 97.1591

=== 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=0.2651 top1= 92.3177


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2745 top1= 91.7368


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2660 top1= 92.2175

Train epoch 17
[E17B0  |    384/60000 (  1%) ] Loss: 0.2289 top1= 94.6023

=== 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: 0.2402 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: 0.1732 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=0.2601 top1= 92.4379


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2696 top1= 91.8970


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2611 top1= 92.3277

Train epoch 18
[E18B0  |    384/60000 (  1%) ] Loss: 0.2142 top1= 94.6023

=== 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: 0.2253 top1= 94.8864

=== 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: 0.1636 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=0.2563 top1= 92.4980


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2657 top1= 92.0473


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2570 top1= 92.5080

Train epoch 19
[E19B0  |    384/60000 (  1%) ] Loss: 0.1998 top1= 94.6023

=== 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: 0.2108 top1= 95.1705

=== 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: 0.1542 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=0.2523 top1= 92.6182


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2618 top1= 92.1174


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2530 top1= 92.6382

Train epoch 20
[E20B0  |    384/60000 (  1%) ] Loss: 0.1855 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: 0.1982 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=0.024


[E20B20 |   8064/60000 ( 13%) ] Loss: 0.1464 top1= 97.7273

=== 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=0.2492 top1= 92.7784


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2588 top1= 92.2075


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2498 top1= 92.6883

Train epoch 21
[E21B0  |    384/60000 (  1%) ] Loss: 0.1728 top1= 94.6023

=== 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: 0.1856 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: 0.1379 top1= 98.2955

=== 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=0.2463 top1= 92.8786


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2559 top1= 92.3277


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2468 top1= 92.7484

Train epoch 22
[E22B0  |    384/60000 (  1%) ] Loss: 0.1603 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: 0.1734 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: 0.1301 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=0.024



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2435 top1= 92.9688


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2529 top1= 92.4179


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2438 top1= 92.7885

Train epoch 23
[E23B0  |    384/60000 (  1%) ] Loss: 0.1487 top1= 95.1705

=== 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: 0.1610 top1= 96.5909

=== 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: 0.1226 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=0.2416 top1= 92.9287


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2516 top1= 92.4279


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2415 top1= 92.8586

Train epoch 24
[E24B0  |    384/60000 (  1%) ] Loss: 0.1383 top1= 95.4545

=== 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: 0.1505 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: 0.1154 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=0.2398 top1= 92.9688


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2506 top1= 92.5180


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2388 top1= 92.9587

Train epoch 25
[E25B0  |    384/60000 (  1%) ] Loss: 0.1283 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: 0.1398 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: 0.1086 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=0.2378 top1= 93.0389


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2490 top1= 92.6082


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2367 top1= 93.0389

Train epoch 26
[E26B0  |    384/60000 (  1%) ] Loss: 0.1183 top1= 96.5909

=== 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: 0.1310 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: 0.1015 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=0.2365 top1= 93.0889


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2478 top1= 92.6482


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2348 top1= 93.1791

Train epoch 27
[E27B0  |    384/60000 (  1%) ] Loss: 0.1089 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: 0.1214 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=0.022


[E27B20 |   8064/60000 ( 13%) ] Loss: 0.0963 top1= 99.1477

=== 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=0.2347 top1= 93.1390


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2459 top1= 92.7484


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2327 top1= 93.1691

Train epoch 28
[E28B0  |    384/60000 (  1%) ] Loss: 0.0996 top1= 97.4432

=== 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: 0.1128 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: 0.0904 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=0.2341 top1= 93.1991


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2453 top1= 92.8185


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

Train epoch 29
[E29B0  |    384/60000 (  1%) ] Loss: 0.0925 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: 0.1055 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: 0.0847 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=0.2333 top1= 93.2192


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2456 top1= 92.7885


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2305 top1= 93.1991

Train epoch 30
[E30B0  |    384/60000 (  1%) ] Loss: 0.0853 top1= 98.5795

=== 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: 0.0980 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: 0.0800 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=0.2327 top1= 93.2993


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2449 top1= 92.8486


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2301 top1= 93.2893

Train epoch 31
[E31B0  |    384/60000 (  1%) ] Loss: 0.0786 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: 0.0916 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: 0.0752 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=0.2319 top1= 93.2993


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2446 top1= 92.8886


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2290 top1= 93.3594

Train epoch 32
[E32B0  |    384/60000 (  1%) ] Loss: 0.0728 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: 0.0852 top1= 98.5795

=== 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: 0.0711 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=0.2320 top1= 93.3293


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2448 top1= 92.9587


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2288 top1= 93.4195

Train epoch 33
[E33B0  |    384/60000 (  1%) ] Loss: 0.0676 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: 0.0792 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: 0.0665 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=0.2315 top1= 93.3193


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2451 top1= 92.9287


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2281 top1= 93.4295

Train epoch 34
[E34B0  |    384/60000 (  1%) ] Loss: 0.0626 top1= 99.4318

=== 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: 0.0739 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: 0.0622 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=0.2317 top1= 93.3494


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2455 top1= 93.0188


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2284 top1= 93.4395

Train epoch 35
[E35B0  |    384/60000 (  1%) ] Loss: 0.0588 top1= 99.7159

=== 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: 0.0688 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: 0.0587 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=0.2310 top1= 93.3794


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2449 top1= 93.1090


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2279 top1= 93.5096

Train epoch 36
[E36B0  |    384/60000 (  1%) ] Loss: 0.0545 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: 0.0639 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: 0.0543 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=0.2320 top1= 93.4395


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2464 top1= 93.0689


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2290 top1= 93.4996

Train epoch 37
[E37B0  |    384/60000 (  1%) ] Loss: 0.0502 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: 0.0599 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: 0.0504 top1= 99.1477

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



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2316 top1= 93.4495


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2456 top1= 93.1591


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2290 top1= 93.5497

Train epoch 38
[E38B0  |    384/60000 (  1%) ] Loss: 0.0475 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: 0.0562 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: 0.0477 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=0.014



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2331 top1= 93.4696


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2481 top1= 93.1290


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2306 top1= 93.6098

Train epoch 39
[E39B0  |    384/60000 (  1%) ] Loss: 0.0443 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: 0.0524 top1= 99.7159

=== 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: 0.0442 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=0.2330 top1= 93.4996


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2478 top1= 93.1691


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2308 top1= 93.5998

Train epoch 40
[E40B0  |    384/60000 (  1%) ] Loss: 0.0414 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: 0.0492 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: 0.0401 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= 93.5196


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2500 top1= 93.0689


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2328 top1= 93.6098

