
=== 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)
=> Add worker ByzantineWorker(index=12)

=== Start adding graph ===
TwoCliquesWithByzantine(m=5,b=2)

Train epoch 1
[E 1B0  |    416/60000 (  1%) ] Loss: 2.3120 top1=  8.2386

=== Peeking data label distribution E1B0 ===
Worker 0 has targets: tensor([0, 0, 0, 0, 0], device='cuda:0')
Worker 1 has targets: tensor([1, 0, 1, 1, 1], device='cuda:0')
Worker 2 has targets: tensor([1, 1, 2, 2, 2], device='cuda:0')
Worker 3 has targets: tensor([2, 2, 2, 2, 2], device='cuda:0')
Worker 4 has targets: tensor([3, 3, 3, 3, 3], device='cuda:0')
Worker 5 has targets: tensor([4, 3, 4, 4, 4], device='cuda:0')
Worker 6 has targets: tensor([5, 4, 5, 5, 5], device='cuda:0')
Worker 7 has targets: tensor([5, 5, 6, 5, 6], device='cuda:0')
Worker 8 has targets: tensor([6, 6, 6, 6, 6], device='cuda:0')
Worker 9 has targets: tensor([7, 7, 7, 7, 7], device='cuda:0')
Worker 10 has targets: tensor([8, 7, 8, 8, 8], device='cuda:0')
Worker 11 has targets: tensor([9, 8, 9, 9, 9], device='cuda:0')
Worker 12 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 |   4576/60000 (  8%) ] Loss: 2.2461 top1= 22.1591

=== Log global consensus distance @ E1B10 ===
consensus_distance=0.001



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


[E 1B20 |   8736/60000 ( 15%) ] Loss: 2.1824 top1= 32.6705

=== Log global consensus distance @ E1B20 ===
consensus_distance=0.002



=== Log clique consensus distance @ E1B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2869 top1= 12.6502


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2917 top1= 25.2404


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3009 top1= 10.0060

Train epoch 2
[E 2B0  |    416/60000 (  1%) ] Loss: 2.1077 top1= 39.4886

=== Log global consensus distance @ E2B0 ===
consensus_distance=0.005



=== Log clique consensus distance @ E2B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.015


[E 2B10 |   4576/60000 (  8%) ] Loss: 2.0521 top1= 38.3523

=== Log global consensus distance @ E2B10 ===
consensus_distance=0.009



=== Log clique consensus distance @ E2B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.026


[E 2B20 |   8736/60000 ( 15%) ] Loss: 1.9777 top1= 39.4886

=== Log global consensus distance @ E2B20 ===
consensus_distance=0.013



=== Log clique consensus distance @ E2B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.039



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2719 top1= 13.1010


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3068 top1= 24.7696


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3152 top1= 11.7688

Train epoch 3
[E 3B0  |    416/60000 (  1%) ] Loss: 1.8934 top1= 44.8864

=== Log global consensus distance @ E3B0 ===
consensus_distance=0.019



=== Log clique consensus distance @ E3B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.055


[E 3B10 |   4576/60000 (  8%) ] Loss: 1.8454 top1= 43.4659

=== Log global consensus distance @ E3B10 ===
consensus_distance=0.025



=== Log clique consensus distance @ E3B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.074


[E 3B20 |   8736/60000 ( 15%) ] Loss: 1.7789 top1= 45.1705

=== Log global consensus distance @ E3B20 ===
consensus_distance=0.031



=== Log clique consensus distance @ E3B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.094



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2574 top1= 17.8786


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3576 top1= 23.8381


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3475 top1= 15.7853

Train epoch 4
[E 4B0  |    416/60000 (  1%) ] Loss: 1.7027 top1= 48.5795

=== Log global consensus distance @ E4B0 ===
consensus_distance=0.039



=== Log clique consensus distance @ E4B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.117


[E 4B10 |   4576/60000 (  8%) ] Loss: 1.6734 top1= 47.7273

=== Log global consensus distance @ E4B10 ===
consensus_distance=0.046



=== Log clique consensus distance @ E4B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.142


[E 4B20 |   8736/60000 ( 15%) ] Loss: 1.6260 top1= 48.5795

=== Log global consensus distance @ E4B20 ===
consensus_distance=0.054



=== Log clique consensus distance @ E4B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.169



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2454 top1= 16.3662


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4237 top1= 25.0701


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3951 top1= 17.6583

Train epoch 5
[E 5B0  |    416/60000 (  1%) ] Loss: 1.5633 top1= 50.8523

=== Log global consensus distance @ E5B0 ===
consensus_distance=0.063



=== Log clique consensus distance @ E5B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.198


[E 5B10 |   4576/60000 (  8%) ] Loss: 1.5477 top1= 49.4318

=== Log global consensus distance @ E5B10 ===
consensus_distance=0.072



=== Log clique consensus distance @ E5B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.229


[E 5B20 |   8736/60000 ( 15%) ] Loss: 1.5171 top1= 51.7045

=== Log global consensus distance @ E5B20 ===
consensus_distance=0.081



=== Log clique consensus distance @ E5B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.262



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2349 top1= 15.9255


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4753 top1= 25.5809


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4396 top1= 18.0088

Train epoch 6
[E 6B0  |    416/60000 (  1%) ] Loss: 1.4635 top1= 53.4091

=== Log global consensus distance @ E6B0 ===
consensus_distance=0.091



=== Log clique consensus distance @ E6B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.297


[E 6B10 |   4576/60000 (  8%) ] Loss: 1.4548 top1= 52.5568

=== Log global consensus distance @ E6B10 ===
consensus_distance=0.101



=== Log clique consensus distance @ E6B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.334


[E 6B20 |   8736/60000 ( 15%) ] Loss: 1.4371 top1= 51.4205

=== Log global consensus distance @ E6B20 ===
consensus_distance=0.112



=== Log clique consensus distance @ E6B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.373



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2266 top1= 16.2059


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4941 top1= 25.8814


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4670 top1= 20.6931

Train epoch 7
[E 7B0  |    416/60000 (  1%) ] Loss: 1.3901 top1= 53.9773

=== Log global consensus distance @ E7B0 ===
consensus_distance=0.123



=== Log clique consensus distance @ E7B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.416


[E 7B10 |   4576/60000 (  8%) ] Loss: 1.3836 top1= 53.1250

=== Log global consensus distance @ E7B10 ===
consensus_distance=0.135



=== Log clique consensus distance @ E7B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.459


[E 7B20 |   8736/60000 ( 15%) ] Loss: 1.3768 top1= 53.1250

=== Log global consensus distance @ E7B20 ===
consensus_distance=0.148



=== Log clique consensus distance @ E7B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.506



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2223 top1= 16.6867


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4807 top1= 25.9916


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4740 top1= 24.4591

Train epoch 8
[E 8B0  |    416/60000 (  1%) ] Loss: 1.3353 top1= 56.5341

=== Log global consensus distance @ E8B0 ===
consensus_distance=0.161



=== Log clique consensus distance @ E8B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.556


[E 8B10 |   4576/60000 (  8%) ] Loss: 1.3298 top1= 56.2500

=== Log global consensus distance @ E8B10 ===
consensus_distance=0.174



=== Log clique consensus distance @ E8B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.606


[E 8B20 |   8736/60000 ( 15%) ] Loss: 1.3314 top1= 55.3977

=== Log global consensus distance @ E8B20 ===
consensus_distance=0.189



=== Log clique consensus distance @ E8B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.661



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2238 top1= 17.1575


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4461 top1= 26.3922


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4590 top1= 25.6811

Train epoch 9
[E 9B0  |    416/60000 (  1%) ] Loss: 1.2941 top1= 59.0909

=== Log global consensus distance @ E9B0 ===
consensus_distance=0.204



=== Log clique consensus distance @ E9B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.718


[E 9B10 |   4576/60000 (  8%) ] Loss: 1.2886 top1= 58.2386

=== Log global consensus distance @ E9B10 ===
consensus_distance=0.219



=== Log clique consensus distance @ E9B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.777


[E 9B20 |   8736/60000 ( 15%) ] Loss: 1.2966 top1= 58.2386

=== Log global consensus distance @ E9B20 ===
consensus_distance=0.236



=== Log clique consensus distance @ E9B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.839



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2321 top1= 17.7985


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4032 top1= 26.8329


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4279 top1= 25.9615

Train epoch 10
[E10B0  |    416/60000 (  1%) ] Loss: 1.2619 top1= 60.2273

=== Log global consensus distance @ E10B0 ===
consensus_distance=0.253



=== Log clique consensus distance @ E10B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.903


[E10B10 |   4576/60000 (  8%) ] Loss: 1.2556 top1= 58.8068

=== Log global consensus distance @ E10B10 ===
consensus_distance=0.270



=== Log clique consensus distance @ E10B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.969


[E10B20 |   8736/60000 ( 15%) ] Loss: 1.2679 top1= 59.6591

=== Log global consensus distance @ E10B20 ===
consensus_distance=0.288



=== Log clique consensus distance @ E10B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.039



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2470 top1= 18.1991


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3619 top1= 27.1935


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3891 top1= 25.9716

Train epoch 11
[E11B0  |    416/60000 (  1%) ] Loss: 1.2344 top1= 60.7955

=== Log global consensus distance @ E11B0 ===
consensus_distance=0.307



=== Log clique consensus distance @ E11B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.111


[E11B10 |   4576/60000 (  8%) ] Loss: 1.2259 top1= 60.2273

=== Log global consensus distance @ E11B10 ===
consensus_distance=0.326



=== Log clique consensus distance @ E11B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.184


[E11B20 |   8736/60000 ( 15%) ] Loss: 1.2409 top1= 61.3636

=== Log global consensus distance @ E11B20 ===
consensus_distance=0.346



=== Log clique consensus distance @ E11B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.261



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2684 top1= 18.4996


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3291 top1= 27.5040


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3504 top1= 25.8814

Train epoch 12
[E12B0  |    416/60000 (  1%) ] Loss: 1.2072 top1= 61.9318

=== Log global consensus distance @ E12B0 ===
consensus_distance=0.367



=== Log clique consensus distance @ E12B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.339


[E12B10 |   4576/60000 (  8%) ] Loss: 1.1955 top1= 61.9318

=== Log global consensus distance @ E12B10 ===
consensus_distance=0.388



=== Log clique consensus distance @ E12B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.420


[E12B20 |   8736/60000 ( 15%) ] Loss: 1.2120 top1= 63.0682

=== Log global consensus distance @ E12B20 ===
consensus_distance=0.410



=== Log clique consensus distance @ E12B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.504



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2965 top1= 18.6999


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3064 top1= 27.7845


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3172 top1= 25.7612

Train epoch 13
[E13B0  |    416/60000 (  1%) ] Loss: 1.1769 top1= 62.2159

=== Log global consensus distance @ E13B0 ===
consensus_distance=0.432



=== Log clique consensus distance @ E13B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.590


[E13B10 |   4576/60000 (  8%) ] Loss: 1.1624 top1= 63.6364

=== Log global consensus distance @ E13B10 ===
consensus_distance=0.455



=== Log clique consensus distance @ E13B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.678


[E13B20 |   8736/60000 ( 15%) ] Loss: 1.1787 top1= 65.3409

=== Log global consensus distance @ E13B20 ===
consensus_distance=0.479



=== Log clique consensus distance @ E13B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.770



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.3322 top1= 18.8101


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2922 top1= 28.0449


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2899 top1= 25.6711

Train epoch 14
[E14B0  |    416/60000 (  1%) ] Loss: 1.1427 top1= 63.9205

=== Log global consensus distance @ E14B0 ===
consensus_distance=0.503



=== Log clique consensus distance @ E14B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.863


[E14B10 |   4576/60000 (  8%) ] Loss: 1.1255 top1= 65.9091

=== Log global consensus distance @ E14B10 ===
consensus_distance=0.528



=== Log clique consensus distance @ E14B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.958


[E14B20 |   8736/60000 ( 15%) ] Loss: 1.1416 top1= 65.3409

=== Log global consensus distance @ E14B20 ===
consensus_distance=0.554



=== Log clique consensus distance @ E14B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.057



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.3748 top1= 18.8702


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2854 top1= 28.2953


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2685 top1= 25.5709

Train epoch 15
[E15B0  |    416/60000 (  1%) ] Loss: 1.1056 top1= 65.6250

=== Log global consensus distance @ E15B0 ===
consensus_distance=0.580



=== Log clique consensus distance @ E15B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.157


[E15B10 |   4576/60000 (  8%) ] Loss: 1.0869 top1= 66.1932

=== Log global consensus distance @ E15B10 ===
consensus_distance=0.606



=== Log clique consensus distance @ E15B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.258


[E15B20 |   8736/60000 ( 15%) ] Loss: 1.1016 top1= 66.1932

=== Log global consensus distance @ E15B20 ===
consensus_distance=0.634



=== Log clique consensus distance @ E15B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.364



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.4251 top1= 18.9303


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2853 top1= 28.4956


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2511 top1= 25.5609

Train epoch 16
[E16B0  |    416/60000 (  1%) ] Loss: 1.0671 top1= 68.1818

=== Log global consensus distance @ E16B0 ===
consensus_distance=0.662



=== Log clique consensus distance @ E16B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.470


[E16B10 |   4576/60000 (  8%) ] Loss: 1.0475 top1= 68.1818

=== Log global consensus distance @ E16B10 ===
consensus_distance=0.690



=== Log clique consensus distance @ E16B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.579


[E16B20 |   8736/60000 ( 15%) ] Loss: 1.0604 top1= 67.3295

=== Log global consensus distance @ E16B20 ===
consensus_distance=0.719



=== Log clique consensus distance @ E16B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.691



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.4821 top1= 18.9804


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2919 top1= 28.6558


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2359 top1= 25.6110

Train epoch 17
[E17B0  |    416/60000 (  1%) ] Loss: 1.0278 top1= 70.7386

=== Log global consensus distance @ E17B0 ===
consensus_distance=0.748



=== Log clique consensus distance @ E17B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.802


[E17B10 |   4576/60000 (  8%) ] Loss: 1.0061 top1= 70.1705

=== Log global consensus distance @ E17B10 ===
consensus_distance=0.778



=== Log clique consensus distance @ E17B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.917


[E17B20 |   8736/60000 ( 15%) ] Loss: 1.0166 top1= 68.1818

=== Log global consensus distance @ E17B20 ===
consensus_distance=0.809



=== Log clique consensus distance @ E17B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.035



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.5435 top1= 18.9804


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3063 top1= 28.8261


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2220 top1= 25.7612

Train epoch 18
[E18B0  |    416/60000 (  1%) ] Loss: 0.9875 top1= 71.8750

=== Log global consensus distance @ E18B0 ===
consensus_distance=0.839



=== Log clique consensus distance @ E18B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.152


[E18B10 |   4576/60000 (  8%) ] Loss: 0.9654 top1= 70.4545

=== Log global consensus distance @ E18B10 ===
consensus_distance=0.870



=== Log clique consensus distance @ E18B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.271


[E18B20 |   8736/60000 ( 15%) ] Loss: 0.9749 top1= 70.7386

=== Log global consensus distance @ E18B20 ===
consensus_distance=0.903



=== Log clique consensus distance @ E18B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.395



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.6102 top1= 18.9503


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3227 top1= 28.9062


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2091 top1= 26.4623

Train epoch 19
[E19B0  |    416/60000 (  1%) ] Loss: 0.9508 top1= 72.1591

=== Log global consensus distance @ E19B0 ===
consensus_distance=0.934



=== Log clique consensus distance @ E19B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.517


[E19B10 |   4576/60000 (  8%) ] Loss: 0.9278 top1= 71.3068

=== Log global consensus distance @ E19B10 ===
consensus_distance=0.967



=== Log clique consensus distance @ E19B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.641


[E19B20 |   8736/60000 ( 15%) ] Loss: 0.9362 top1= 73.5795

=== Log global consensus distance @ E19B20 ===
consensus_distance=1.000



=== Log clique consensus distance @ E19B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.769



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.6792 top1= 18.9103


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3400 top1= 29.0064


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1979 top1= 27.8345

Train epoch 20
[E20B0  |    416/60000 (  1%) ] Loss: 0.9178 top1= 73.0114

=== Log global consensus distance @ E20B0 ===
consensus_distance=1.033



=== Log clique consensus distance @ E20B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.896


[E20B10 |   4576/60000 (  8%) ] Loss: 0.8932 top1= 72.7273

=== Log global consensus distance @ E20B10 ===
consensus_distance=1.067



=== Log clique consensus distance @ E20B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=4.024


[E20B20 |   8736/60000 ( 15%) ] Loss: 0.9009 top1= 75.5682

=== Log global consensus distance @ E20B20 ===
consensus_distance=1.101



=== Log clique consensus distance @ E20B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=4.157



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.7501 top1= 18.8802


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3578 top1= 29.0565


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1880 top1= 29.0665

Train epoch 21
[E21B0  |    416/60000 (  1%) ] Loss: 0.8881 top1= 74.7159

=== Log global consensus distance @ E21B0 ===
consensus_distance=1.135



=== Log clique consensus distance @ E21B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=4.287


[E21B10 |   4576/60000 (  8%) ] Loss: 0.8617 top1= 73.8636

=== Log global consensus distance @ E21B10 ===
consensus_distance=1.170



=== Log clique consensus distance @ E21B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=4.420


[E21B20 |   8736/60000 ( 15%) ] Loss: 0.8688 top1= 76.1364

=== Log global consensus distance @ E21B20 ===
consensus_distance=1.206



=== Log clique consensus distance @ E21B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=4.558



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.8254 top1= 18.8101


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3754 top1= 29.1567


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1796 top1= 30.1482

Train epoch 22
[E22B0  |    416/60000 (  1%) ] Loss: 0.8615 top1= 75.2841

=== Log global consensus distance @ E22B0 ===
consensus_distance=1.241



=== Log clique consensus distance @ E22B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=4.692


[E22B10 |   4576/60000 (  8%) ] Loss: 0.8330 top1= 75.2841

=== Log global consensus distance @ E22B10 ===
consensus_distance=1.277



=== Log clique consensus distance @ E22B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=4.829


[E22B20 |   8736/60000 ( 15%) ] Loss: 0.8393 top1= 76.9886

=== Log global consensus distance @ E22B20 ===
consensus_distance=1.314



=== Log clique consensus distance @ E22B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=4.971



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.9041 top1= 18.7600


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3928 top1= 29.2067


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1765 top1= 30.9896

Train epoch 23
[E23B0  |    416/60000 (  1%) ] Loss: 0.8370 top1= 76.7045

=== Log global consensus distance @ E23B0 ===
consensus_distance=1.351



=== Log clique consensus distance @ E23B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.111


[E23B10 |   4576/60000 (  8%) ] Loss: 0.8072 top1= 75.8523

=== Log global consensus distance @ E23B10 ===
consensus_distance=1.387



=== Log clique consensus distance @ E23B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.251


[E23B20 |   8736/60000 ( 15%) ] Loss: 0.8123 top1= 77.8409

=== Log global consensus distance @ E23B20 ===
consensus_distance=1.426



=== Log clique consensus distance @ E23B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.399



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.9858 top1= 18.7099


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4092 top1= 29.2668


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1777 top1= 31.6607

Train epoch 24
[E24B0  |    416/60000 (  1%) ] Loss: 0.8147 top1= 77.8409

=== Log global consensus distance @ E24B0 ===
consensus_distance=1.464



=== Log clique consensus distance @ E24B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.543


[E24B10 |   4576/60000 (  8%) ] Loss: 0.7841 top1= 76.1364

=== Log global consensus distance @ E24B10 ===
consensus_distance=1.501



=== Log clique consensus distance @ E24B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.687


[E24B20 |   8736/60000 ( 15%) ] Loss: 0.7879 top1= 78.1250

=== Log global consensus distance @ E24B20 ===
consensus_distance=1.541



=== Log clique consensus distance @ E24B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.839



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.0709 top1= 18.5697


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4261 top1= 29.3069


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1827 top1= 32.1414

Train epoch 25
[E25B0  |    416/60000 (  1%) ] Loss: 0.7947 top1= 79.2614

=== Log global consensus distance @ E25B0 ===
consensus_distance=1.580



=== Log clique consensus distance @ E25B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.987


[E25B10 |   4576/60000 (  8%) ] Loss: 0.7636 top1= 76.9886

=== Log global consensus distance @ E25B10 ===
consensus_distance=1.619



=== Log clique consensus distance @ E25B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=6.136


[E25B20 |   8736/60000 ( 15%) ] Loss: 0.7667 top1= 78.6932

=== Log global consensus distance @ E25B20 ===
consensus_distance=1.660



=== Log clique consensus distance @ E25B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=6.292



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.1601 top1= 18.4195


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4418 top1= 29.3670


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1898 top1= 32.5921

Train epoch 26
[E26B0  |    416/60000 (  1%) ] Loss: 0.7766 top1= 79.2614

=== Log global consensus distance @ E26B0 ===
consensus_distance=1.699



=== Log clique consensus distance @ E26B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=6.444


[E26B10 |   4576/60000 (  8%) ] Loss: 0.7455 top1= 77.8409

=== Log global consensus distance @ E26B10 ===
consensus_distance=1.739



=== Log clique consensus distance @ E26B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=6.596


[E26B20 |   8736/60000 ( 15%) ] Loss: 0.7472 top1= 80.1136

=== Log global consensus distance @ E26B20 ===
consensus_distance=1.781



=== Log clique consensus distance @ E26B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=6.757



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.2533 top1= 18.2292


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4562 top1= 29.4271


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1994 top1= 32.8726

Train epoch 27
[E27B0  |    416/60000 (  1%) ] Loss: 0.7601 top1= 80.1136

=== Log global consensus distance @ E27B0 ===
consensus_distance=1.822



=== Log clique consensus distance @ E27B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=6.913


[E27B10 |   4576/60000 (  8%) ] Loss: 0.7294 top1= 78.6932

=== Log global consensus distance @ E27B10 ===
consensus_distance=1.863



=== Log clique consensus distance @ E27B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=7.069


[E27B20 |   8736/60000 ( 15%) ] Loss: 0.7295 top1= 80.9659

=== Log global consensus distance @ E27B20 ===
consensus_distance=1.906



=== Log clique consensus distance @ E27B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=7.234



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.3519 top1= 18.0489


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4693 top1= 29.4772


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2106 top1= 33.1330

Train epoch 28
[E28B0  |    416/60000 (  1%) ] Loss: 0.7456 top1= 81.5341

=== Log global consensus distance @ E28B0 ===
consensus_distance=1.948



=== Log clique consensus distance @ E28B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=7.394


[E28B10 |   4576/60000 (  8%) ] Loss: 0.7153 top1= 79.2614

=== Log global consensus distance @ E28B10 ===
consensus_distance=1.990



=== Log clique consensus distance @ E28B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=7.554


[E28B20 |   8736/60000 ( 15%) ] Loss: 0.7137 top1= 80.9659

=== Log global consensus distance @ E28B20 ===
consensus_distance=2.034



=== Log clique consensus distance @ E28B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=7.724



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.4565 top1= 17.8786


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4811 top1= 29.5773


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2227 top1= 33.3634

Train epoch 29
[E29B0  |    416/60000 (  1%) ] Loss: 0.7325 top1= 81.8182

=== Log global consensus distance @ E29B0 ===
consensus_distance=2.078



=== Log clique consensus distance @ E29B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=7.889


[E29B10 |   4576/60000 (  8%) ] Loss: 0.7030 top1= 79.8295

=== Log global consensus distance @ E29B10 ===
consensus_distance=2.121



=== Log clique consensus distance @ E29B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=8.053


[E29B20 |   8736/60000 ( 15%) ] Loss: 0.6995 top1= 81.5341

=== Log global consensus distance @ E29B20 ===
consensus_distance=2.166



=== Log clique consensus distance @ E29B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=8.227



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.5666 top1= 17.7784


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4919 top1= 29.6675


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2353 top1= 33.6038

Train epoch 30
[E30B0  |    416/60000 (  1%) ] Loss: 0.7207 top1= 82.1023

=== Log global consensus distance @ E30B0 ===
consensus_distance=2.211



=== Log clique consensus distance @ E30B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=8.397


[E30B10 |   4576/60000 (  8%) ] Loss: 0.6924 top1= 79.8295

=== Log global consensus distance @ E30B10 ===
consensus_distance=2.255



=== Log clique consensus distance @ E30B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=8.567


[E30B20 |   8736/60000 ( 15%) ] Loss: 0.6867 top1= 82.1023

=== Log global consensus distance @ E30B20 ===
consensus_distance=2.302



=== Log clique consensus distance @ E30B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=8.745



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.6807 top1= 17.6282


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5014 top1= 29.7877


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2484 top1= 33.8241

Train epoch 31
[E31B0  |    416/60000 (  1%) ] Loss: 0.7100 top1= 82.1023

=== Log global consensus distance @ E31B0 ===
consensus_distance=2.348



=== Log clique consensus distance @ E31B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=8.920


[E31B10 |   4576/60000 (  8%) ] Loss: 0.6833 top1= 79.8295

=== Log global consensus distance @ E31B10 ===
consensus_distance=2.393



=== Log clique consensus distance @ E31B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=9.095


[E31B20 |   8736/60000 ( 15%) ] Loss: 0.6751 top1= 82.6705

=== Log global consensus distance @ E31B20 ===
consensus_distance=2.442



=== Log clique consensus distance @ E31B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=9.279



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.7995 top1= 17.5180


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5100 top1= 29.8678


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2612 top1= 34.0345

Train epoch 32
[E32B0  |    416/60000 (  1%) ] Loss: 0.7002 top1= 82.3864

=== Log global consensus distance @ E32B0 ===
consensus_distance=2.489



=== Log clique consensus distance @ E32B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=9.459


[E32B10 |   4576/60000 (  8%) ] Loss: 0.6755 top1= 79.8295

=== Log global consensus distance @ E32B10 ===
consensus_distance=2.536



=== Log clique consensus distance @ E32B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=9.639


[E32B20 |   8736/60000 ( 15%) ] Loss: 0.6648 top1= 82.6705

=== Log global consensus distance @ E32B20 ===
consensus_distance=2.585



=== Log clique consensus distance @ E32B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=9.828



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.9220 top1= 17.3878


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5175 top1= 29.9179


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2730 top1= 34.1847

Train epoch 33
[E33B0  |    416/60000 (  1%) ] Loss: 0.6912 top1= 82.3864

=== Log global consensus distance @ E33B0 ===
consensus_distance=2.634



=== Log clique consensus distance @ E33B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=10.013


[E33B10 |   4576/60000 (  8%) ] Loss: 0.6688 top1= 80.1136

=== Log global consensus distance @ E33B10 ===
consensus_distance=2.682



=== Log clique consensus distance @ E33B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=10.197


[E33B20 |   8736/60000 ( 15%) ] Loss: 0.6553 top1= 82.3864

=== Log global consensus distance @ E33B20 ===
consensus_distance=2.733



=== Log clique consensus distance @ E33B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=10.392



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.0485 top1= 17.1875


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5235 top1= 29.9679


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2844 top1= 34.4551

Train epoch 34
[E34B0  |    416/60000 (  1%) ] Loss: 0.6830 top1= 82.6705

=== Log global consensus distance @ E34B0 ===
consensus_distance=2.783



=== Log clique consensus distance @ E34B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=10.582


[E34B10 |   4576/60000 (  8%) ] Loss: 0.6630 top1= 80.1136

=== Log global consensus distance @ E34B10 ===
consensus_distance=2.832



=== Log clique consensus distance @ E34B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=10.771


[E34B20 |   8736/60000 ( 15%) ] Loss: 0.6466 top1= 82.9545

=== Log global consensus distance @ E34B20 ===
consensus_distance=2.884



=== Log clique consensus distance @ E34B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=10.971



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.1788 top1= 17.0072


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5281 top1= 30.1282


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2959 top1= 34.7055

Train epoch 35
[E35B0  |    416/60000 (  1%) ] Loss: 0.6753 top1= 83.5227

=== Log global consensus distance @ E35B0 ===
consensus_distance=2.935



=== Log clique consensus distance @ E35B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=11.166


[E35B10 |   4576/60000 (  8%) ] Loss: 0.6581 top1= 80.6818

=== Log global consensus distance @ E35B10 ===
consensus_distance=2.986



=== Log clique consensus distance @ E35B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=11.361


[E35B20 |   8736/60000 ( 15%) ] Loss: 0.6387 top1= 82.6705

=== Log global consensus distance @ E35B20 ===
consensus_distance=3.040



=== Log clique consensus distance @ E35B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=11.565



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.3120 top1= 16.8670


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5314 top1= 30.1883


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3058 top1= 34.9960

Train epoch 36
[E36B0  |    416/60000 (  1%) ] Loss: 0.6684 top1= 83.8068

=== Log global consensus distance @ E36B0 ===
consensus_distance=3.092



=== Log clique consensus distance @ E36B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=11.765


[E36B10 |   4576/60000 (  8%) ] Loss: 0.6537 top1= 80.9659

=== Log global consensus distance @ E36B10 ===
consensus_distance=3.145



=== Log clique consensus distance @ E36B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=11.966


[E36B20 |   8736/60000 ( 15%) ] Loss: 0.6316 top1= 82.6705

=== Log global consensus distance @ E36B20 ===
consensus_distance=3.200



=== Log clique consensus distance @ E36B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=12.175



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.4480 top1= 16.7067


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5338 top1= 30.2985


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3146 top1= 35.2163

Train epoch 37
[E37B0  |    416/60000 (  1%) ] Loss: 0.6620 top1= 83.8068

=== Log global consensus distance @ E37B0 ===
consensus_distance=3.253



=== Log clique consensus distance @ E37B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=12.381


[E37B10 |   4576/60000 (  8%) ] Loss: 0.6499 top1= 80.6818

=== Log global consensus distance @ E37B10 ===
consensus_distance=3.307



=== Log clique consensus distance @ E37B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=12.586


[E37B20 |   8736/60000 ( 15%) ] Loss: 0.6251 top1= 82.6705

=== Log global consensus distance @ E37B20 ===
consensus_distance=3.363



=== Log clique consensus distance @ E37B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=12.801



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.5872 top1= 16.6567


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5353 top1= 30.4087


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3221 top1= 35.4968

Train epoch 38
[E38B0  |    416/60000 (  1%) ] Loss: 0.6559 top1= 84.0909

=== Log global consensus distance @ E38B0 ===
consensus_distance=3.419



=== Log clique consensus distance @ E38B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=13.012


[E38B10 |   4576/60000 (  8%) ] Loss: 0.6466 top1= 81.2500

=== Log global consensus distance @ E38B10 ===
consensus_distance=3.474



=== Log clique consensus distance @ E38B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=13.223


[E38B20 |   8736/60000 ( 15%) ] Loss: 0.6191 top1= 82.9545

=== Log global consensus distance @ E38B20 ===
consensus_distance=3.531



=== Log clique consensus distance @ E38B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=13.443



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.7281 top1= 16.5565


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5363 top1= 30.4487


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3288 top1= 35.6971

Train epoch 39
[E39B0  |    416/60000 (  1%) ] Loss: 0.6502 top1= 83.8068

=== Log global consensus distance @ E39B0 ===
consensus_distance=3.588



=== Log clique consensus distance @ E39B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=13.660


[E39B10 |   4576/60000 (  8%) ] Loss: 0.6438 top1= 80.9659

=== Log global consensus distance @ E39B10 ===
consensus_distance=3.644



=== Log clique consensus distance @ E39B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=13.876


[E39B20 |   8736/60000 ( 15%) ] Loss: 0.6139 top1= 83.2386

=== Log global consensus distance @ E39B20 ===
consensus_distance=3.703



=== Log clique consensus distance @ E39B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=14.101



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.8707 top1= 16.4864


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5369 top1= 30.4888


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3338 top1= 35.8674

Train epoch 40
[E40B0  |    416/60000 (  1%) ] Loss: 0.6446 top1= 83.8068

=== Log global consensus distance @ E40B0 ===
consensus_distance=3.761



=== Log clique consensus distance @ E40B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=14.323


[E40B10 |   4576/60000 (  8%) ] Loss: 0.6413 top1= 81.2500

=== Log global consensus distance @ E40B10 ===
consensus_distance=3.819



=== Log clique consensus distance @ E40B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=14.545


[E40B20 |   8736/60000 ( 15%) ] Loss: 0.6091 top1= 83.8068

=== Log global consensus distance @ E40B20 ===
consensus_distance=3.880



=== Log clique consensus distance @ E40B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=14.776



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=5.0135 top1= 16.3962


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5373 top1= 30.5889


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3376 top1= 36.0477

