
=== 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 LabelFlippingWorker
=> Add worker LabelFlippingWorker

=== 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([0, 1, 0, 0, 0], device='cuda:0')
Worker 12 has targets: tensor([0, 0, 0, 0, 0], 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: 2.2605 top1= 17.6136

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



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


[E 1B20 |   8736/60000 ( 15%) ] Loss: 2.2127 top1= 26.4205

=== 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=2.2919 top1= 15.9956


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2918 top1= 25.4006


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3009 top1=  9.7957

Train epoch 2
[E 2B0  |    416/60000 (  1%) ] Loss: 2.1555 top1= 34.0909

=== Log global consensus distance @ E2B0 ===
consensus_distance=0.004



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


[E 2B10 |   4576/60000 (  8%) ] Loss: 2.1103 top1= 34.3750

=== Log global consensus distance @ E2B10 ===
consensus_distance=0.006



=== Log clique consensus distance @ E2B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.025


[E 2B20 |   8736/60000 ( 15%) ] Loss: 2.0575 top1= 32.9545

=== Log global consensus distance @ E2B20 ===
consensus_distance=0.009



=== Log clique consensus distance @ E2B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.038



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2834 top1= 18.2692


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3072 top1= 24.2588


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3150 top1= 10.7672

Train epoch 3
[E 3B0  |    416/60000 (  1%) ] Loss: 1.9927 top1= 37.5000

=== Log global consensus distance @ E3B0 ===
consensus_distance=0.013



=== Log clique consensus distance @ E3B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.053


[E 3B10 |   4576/60000 (  8%) ] Loss: 1.9496 top1= 36.6477

=== Log global consensus distance @ E3B10 ===
consensus_distance=0.017



=== Log clique consensus distance @ E3B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.071


[E 3B20 |   8736/60000 ( 15%) ] Loss: 1.9007 top1= 37.5000

=== Log global consensus distance @ E3B20 ===
consensus_distance=0.022



=== Log clique consensus distance @ E3B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.090



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2736 top1= 26.6226


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3569 top1= 22.7264


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3474 top1= 14.0425

Train epoch 4
[E 4B0  |    416/60000 (  1%) ] Loss: 1.8364 top1= 40.6250

=== Log global consensus distance @ E4B0 ===
consensus_distance=0.028



=== Log clique consensus distance @ E4B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.113


[E 4B10 |   4576/60000 (  8%) ] Loss: 1.8039 top1= 39.4886

=== Log global consensus distance @ E4B10 ===
consensus_distance=0.034



=== Log clique consensus distance @ E4B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.137


[E 4B20 |   8736/60000 ( 15%) ] Loss: 1.7657 top1= 40.3409

=== Log global consensus distance @ E4B20 ===
consensus_distance=0.040



=== Log clique consensus distance @ E4B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.162



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2630 top1= 25.8514


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4214 top1= 24.1787


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3968 top1= 17.3678

Train epoch 5
[E 5B0  |    416/60000 (  1%) ] Loss: 1.7088 top1= 42.0455

=== Log global consensus distance @ E5B0 ===
consensus_distance=0.047



=== Log clique consensus distance @ E5B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.191


[E 5B10 |   4576/60000 (  8%) ] Loss: 1.6862 top1= 42.3295

=== Log global consensus distance @ E5B10 ===
consensus_distance=0.054



=== Log clique consensus distance @ E5B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.220


[E 5B20 |   8736/60000 ( 15%) ] Loss: 1.6593 top1= 42.3295

=== Log global consensus distance @ E5B20 ===
consensus_distance=0.062



=== Log clique consensus distance @ E5B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.251



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2498 top1= 25.7612


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4737 top1= 25.2504


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4459 top1= 17.9487

Train epoch 6
[E 6B0  |    416/60000 (  1%) ] Loss: 1.6097 top1= 45.7386

=== Log global consensus distance @ E6B0 ===
consensus_distance=0.070



=== Log clique consensus distance @ E6B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.285


[E 6B10 |   4576/60000 (  8%) ] Loss: 1.5931 top1= 43.4659

=== Log global consensus distance @ E6B10 ===
consensus_distance=0.079



=== Log clique consensus distance @ E6B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.319


[E 6B20 |   8736/60000 ( 15%) ] Loss: 1.5759 top1= 42.6136

=== Log global consensus distance @ E6B20 ===
consensus_distance=0.088



=== Log clique consensus distance @ E6B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.356



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2316 top1= 26.6927


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4949 top1= 25.9415


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4797 top1= 19.1106

Train epoch 7
[E 7B0  |    416/60000 (  1%) ] Loss: 1.5315 top1= 45.7386

=== Log global consensus distance @ E7B0 ===
consensus_distance=0.098



=== Log clique consensus distance @ E7B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.395


[E 7B10 |   4576/60000 (  8%) ] Loss: 1.5172 top1= 44.3182

=== Log global consensus distance @ E7B10 ===
consensus_distance=0.108



=== Log clique consensus distance @ E7B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.436


[E 7B20 |   8736/60000 ( 15%) ] Loss: 1.5091 top1= 45.1705

=== Log global consensus distance @ E7B20 ===
consensus_distance=0.118



=== Log clique consensus distance @ E7B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.479



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2092 top1= 27.6342


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4837 top1= 26.3622


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4945 top1= 22.8165

Train epoch 8
[E 8B0  |    416/60000 (  1%) ] Loss: 1.4698 top1= 48.8636

=== Log global consensus distance @ E8B0 ===
consensus_distance=0.129



=== Log clique consensus distance @ E8B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.524


[E 8B10 |   4576/60000 (  8%) ] Loss: 1.4568 top1= 49.7159

=== Log global consensus distance @ E8B10 ===
consensus_distance=0.141



=== Log clique consensus distance @ E8B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.571


[E 8B20 |   8736/60000 ( 15%) ] Loss: 1.4563 top1= 47.4432

=== Log global consensus distance @ E8B20 ===
consensus_distance=0.153



=== Log clique consensus distance @ E8B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.621



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1836 top1= 28.5256


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4503 top1= 26.8530


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4903 top1= 24.9900

Train epoch 9
[E 9B0  |    416/60000 (  1%) ] Loss: 1.4215 top1= 50.5682

=== Log global consensus distance @ E9B0 ===
consensus_distance=0.166



=== Log clique consensus distance @ E9B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.673


[E 9B10 |   4576/60000 (  8%) ] Loss: 1.4087 top1= 51.7045

=== Log global consensus distance @ E9B10 ===
consensus_distance=0.179



=== Log clique consensus distance @ E9B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.727


[E 9B20 |   8736/60000 ( 15%) ] Loss: 1.4141 top1= 51.7045

=== Log global consensus distance @ E9B20 ===
consensus_distance=0.193



=== Log clique consensus distance @ E9B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.783



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1558 top1= 29.1767


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4072 top1= 27.1935


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4695 top1= 25.6711

Train epoch 10
[E10B0  |    416/60000 (  1%) ] Loss: 1.3828 top1= 52.8409

=== Log global consensus distance @ E10B0 ===
consensus_distance=0.207



=== Log clique consensus distance @ E10B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.842


[E10B10 |   4576/60000 (  8%) ] Loss: 1.3699 top1= 51.9886

=== Log global consensus distance @ E10B10 ===
consensus_distance=0.222



=== Log clique consensus distance @ E10B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.903


[E10B20 |   8736/60000 ( 15%) ] Loss: 1.3788 top1= 54.5455

=== Log global consensus distance @ E10B20 ===
consensus_distance=0.237



=== Log clique consensus distance @ E10B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.967



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1265 top1= 29.8377


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3657 top1= 27.5541


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4367 top1= 26.0116

Train epoch 11
[E11B0  |    416/60000 (  1%) ] Loss: 1.3484 top1= 53.6932

=== Log global consensus distance @ E11B0 ===
consensus_distance=0.253



=== Log clique consensus distance @ E11B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.032


[E11B10 |   4576/60000 (  8%) ] Loss: 1.3337 top1= 53.9773

=== Log global consensus distance @ E11B10 ===
consensus_distance=0.270



=== Log clique consensus distance @ E11B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.099


[E11B20 |   8736/60000 ( 15%) ] Loss: 1.3447 top1= 57.6705

=== Log global consensus distance @ E11B20 ===
consensus_distance=0.287



=== Log clique consensus distance @ E11B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.170



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.0969 top1= 30.4688


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3328 top1= 27.8245


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3987 top1= 26.0717

Train epoch 12
[E12B0  |    416/60000 (  1%) ] Loss: 1.3137 top1= 55.9659

=== Log global consensus distance @ E12B0 ===
consensus_distance=0.305



=== Log clique consensus distance @ E12B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.243


[E12B10 |   4576/60000 (  8%) ] Loss: 1.2979 top1= 56.2500

=== Log global consensus distance @ E12B10 ===
consensus_distance=0.323



=== Log clique consensus distance @ E12B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.317


[E12B20 |   8736/60000 ( 15%) ] Loss: 1.3094 top1= 59.0909

=== Log global consensus distance @ E12B20 ===
consensus_distance=0.342



=== Log clique consensus distance @ E12B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.395



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.0676 top1= 31.0998


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3107 top1= 28.0749


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3614 top1= 26.0617

Train epoch 13
[E13B0  |    416/60000 (  1%) ] Loss: 1.2777 top1= 57.3864

=== Log global consensus distance @ E13B0 ===
consensus_distance=0.361



=== Log clique consensus distance @ E13B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.473


[E13B10 |   4576/60000 (  8%) ] Loss: 1.2602 top1= 58.2386

=== Log global consensus distance @ E13B10 ===
consensus_distance=0.381



=== Log clique consensus distance @ E13B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.554


[E13B20 |   8736/60000 ( 15%) ] Loss: 1.2713 top1= 61.3636

=== Log global consensus distance @ E13B20 ===
consensus_distance=0.402



=== Log clique consensus distance @ E13B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.639



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.0395 top1= 31.9812


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2978 top1= 28.3153


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3288 top1= 26.0216

Train epoch 14
[E14B0  |    416/60000 (  1%) ] Loss: 1.2389 top1= 59.3750

=== Log global consensus distance @ E14B0 ===
consensus_distance=0.422



=== Log clique consensus distance @ E14B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.723


[E14B10 |   4576/60000 (  8%) ] Loss: 1.2194 top1= 61.0795

=== Log global consensus distance @ E14B10 ===
consensus_distance=0.444



=== Log clique consensus distance @ E14B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.810


[E14B20 |   8736/60000 ( 15%) ] Loss: 1.2291 top1= 63.9205

=== Log global consensus distance @ E14B20 ===
consensus_distance=0.466



=== Log clique consensus distance @ E14B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.901



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.0128 top1= 32.5321


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2933 top1= 28.5056


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3017 top1= 25.9315

Train epoch 15
[E15B0  |    416/60000 (  1%) ] Loss: 1.1967 top1= 61.0795

=== Log global consensus distance @ E15B0 ===
consensus_distance=0.488



=== Log clique consensus distance @ E15B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.992


[E15B10 |   4576/60000 (  8%) ] Loss: 1.1752 top1= 62.2159

=== Log global consensus distance @ E15B10 ===
consensus_distance=0.511



=== Log clique consensus distance @ E15B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.085


[E15B20 |   8736/60000 ( 15%) ] Loss: 1.1833 top1= 65.9091

=== Log global consensus distance @ E15B20 ===
consensus_distance=0.535



=== Log clique consensus distance @ E15B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.182



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.9876 top1= 33.1631


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2966 top1= 28.7059


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2796 top1= 25.9115

Train epoch 16
[E16B0  |    416/60000 (  1%) ] Loss: 1.1512 top1= 64.4886

=== Log global consensus distance @ E16B0 ===
consensus_distance=0.558



=== Log clique consensus distance @ E16B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.278


[E16B10 |   4576/60000 (  8%) ] Loss: 1.1286 top1= 64.2045

=== Log global consensus distance @ E16B10 ===
consensus_distance=0.582



=== Log clique consensus distance @ E16B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.377


[E16B20 |   8736/60000 ( 15%) ] Loss: 1.1353 top1= 67.0455

=== Log global consensus distance @ E16B20 ===
consensus_distance=0.608



=== Log clique consensus distance @ E16B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.480



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.9643 top1= 33.5036


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3069 top1= 28.8762


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2605 top1= 25.9315

Train epoch 17
[E17B0  |    416/60000 (  1%) ] Loss: 1.1055 top1= 69.3182

=== Log global consensus distance @ E17B0 ===
consensus_distance=0.632



=== Log clique consensus distance @ E17B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.582


[E17B10 |   4576/60000 (  8%) ] Loss: 1.0822 top1= 65.9091

=== Log global consensus distance @ E17B10 ===
consensus_distance=0.658



=== Log clique consensus distance @ E17B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.686


[E17B20 |   8736/60000 ( 15%) ] Loss: 1.0878 top1= 70.4545

=== Log global consensus distance @ E17B20 ===
consensus_distance=0.685



=== Log clique consensus distance @ E17B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.794



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.9430 top1= 33.8241


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3205 top1= 28.9864


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2434 top1= 25.9615

Train epoch 18
[E18B0  |    416/60000 (  1%) ] Loss: 1.0608 top1= 70.7386

=== Log global consensus distance @ E18B0 ===
consensus_distance=0.711



=== Log clique consensus distance @ E18B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.901


[E18B10 |   4576/60000 (  8%) ] Loss: 1.0365 top1= 67.8977

=== Log global consensus distance @ E18B10 ===
consensus_distance=0.737



=== Log clique consensus distance @ E18B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.010


[E18B20 |   8736/60000 ( 15%) ] Loss: 1.0415 top1= 71.0227

=== Log global consensus distance @ E18B20 ===
consensus_distance=0.765



=== Log clique consensus distance @ E18B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.123



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.9242 top1= 34.2047


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3366 top1= 29.1166


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2287 top1= 26.2620

Train epoch 19
[E19B0  |    416/60000 (  1%) ] Loss: 1.0176 top1= 71.3068

=== Log global consensus distance @ E19B0 ===
consensus_distance=0.792



=== Log clique consensus distance @ E19B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.235


[E19B10 |   4576/60000 (  8%) ] Loss: 0.9907 top1= 69.3182

=== Log global consensus distance @ E19B10 ===
consensus_distance=0.820



=== Log clique consensus distance @ E19B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.348


[E19B20 |   8736/60000 ( 15%) ] Loss: 0.9957 top1= 73.2955

=== Log global consensus distance @ E19B20 ===
consensus_distance=0.849



=== Log clique consensus distance @ E19B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.466



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.9083 top1= 34.4952


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3554 top1= 29.2568


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2167 top1= 27.2736

Train epoch 20
[E20B0  |    416/60000 (  1%) ] Loss: 0.9753 top1= 72.4432

=== Log global consensus distance @ E20B0 ===
consensus_distance=0.877



=== Log clique consensus distance @ E20B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.581


[E20B10 |   4576/60000 (  8%) ] Loss: 0.9464 top1= 70.7386

=== Log global consensus distance @ E20B10 ===
consensus_distance=0.906



=== Log clique consensus distance @ E20B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.697


[E20B20 |   8736/60000 ( 15%) ] Loss: 0.9516 top1= 74.7159

=== Log global consensus distance @ E20B20 ===
consensus_distance=0.936



=== Log clique consensus distance @ E20B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.820



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8937 top1= 34.7957


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3714 top1= 29.3470


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2080 top1= 28.4655

Train epoch 21
[E21B0  |    416/60000 (  1%) ] Loss: 0.9360 top1= 73.2955

=== Log global consensus distance @ E21B0 ===
consensus_distance=0.965



=== Log clique consensus distance @ E21B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.938


[E21B10 |   4576/60000 (  8%) ] Loss: 0.9058 top1= 72.1591

=== Log global consensus distance @ E21B10 ===
consensus_distance=0.994



=== Log clique consensus distance @ E21B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=4.057


[E21B20 |   8736/60000 ( 15%) ] Loss: 0.9117 top1= 75.5682

=== Log global consensus distance @ E21B20 ===
consensus_distance=1.025



=== Log clique consensus distance @ E21B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=4.183



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8803 top1= 35.2564


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3855 top1= 29.4671


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2017 top1= 29.6675

Train epoch 22
[E22B0  |    416/60000 (  1%) ] Loss: 0.8999 top1= 75.0000

=== Log global consensus distance @ E22B0 ===
consensus_distance=1.055



=== Log clique consensus distance @ E22B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=4.304


[E22B10 |   4576/60000 (  8%) ] Loss: 0.8694 top1= 73.8636

=== Log global consensus distance @ E22B10 ===
consensus_distance=1.084



=== Log clique consensus distance @ E22B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=4.426


[E22B20 |   8736/60000 ( 15%) ] Loss: 0.8751 top1= 76.9886

=== Log global consensus distance @ E22B20 ===
consensus_distance=1.116



=== Log clique consensus distance @ E22B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=4.554



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8684 top1= 35.5970


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3984 top1= 29.5573


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1985 top1= 30.4788

Train epoch 23
[E23B0  |    416/60000 (  1%) ] Loss: 0.8675 top1= 75.5682

=== Log global consensus distance @ E23B0 ===
consensus_distance=1.146



=== Log clique consensus distance @ E23B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=4.677


[E23B10 |   4576/60000 (  8%) ] Loss: 0.8366 top1= 75.5682

=== Log global consensus distance @ E23B10 ===
consensus_distance=1.176



=== Log clique consensus distance @ E23B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=4.800


[E23B20 |   8736/60000 ( 15%) ] Loss: 0.8419 top1= 77.5568

=== Log global consensus distance @ E23B20 ===
consensus_distance=1.208



=== Log clique consensus distance @ E23B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=4.931



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8578 top1= 35.9475


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4099 top1= 29.6474


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1985 top1= 31.2600

Train epoch 24
[E24B0  |    416/60000 (  1%) ] Loss: 0.8378 top1= 77.2727

=== Log global consensus distance @ E24B0 ===
consensus_distance=1.239



=== Log clique consensus distance @ E24B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.055


[E24B10 |   4576/60000 (  8%) ] Loss: 0.8072 top1= 77.2727

=== Log global consensus distance @ E24B10 ===
consensus_distance=1.270



=== Log clique consensus distance @ E24B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.180


[E24B20 |   8736/60000 ( 15%) ] Loss: 0.8118 top1= 77.8409

=== Log global consensus distance @ E24B20 ===
consensus_distance=1.302



=== Log clique consensus distance @ E24B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.312



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8486 top1= 36.2580


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4211 top1= 29.7175


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2008 top1= 32.0012

Train epoch 25
[E25B0  |    416/60000 (  1%) ] Loss: 0.8104 top1= 78.9773

=== Log global consensus distance @ E25B0 ===
consensus_distance=1.333



=== Log clique consensus distance @ E25B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.438


[E25B10 |   4576/60000 (  8%) ] Loss: 0.7806 top1= 77.5568

=== Log global consensus distance @ E25B10 ===
consensus_distance=1.364



=== Log clique consensus distance @ E25B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.564


[E25B20 |   8736/60000 ( 15%) ] Loss: 0.7844 top1= 78.1250

=== Log global consensus distance @ E25B20 ===
consensus_distance=1.397



=== Log clique consensus distance @ E25B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.697



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8406 top1= 36.4583


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4318 top1= 29.7977


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2056 top1= 32.3518

Train epoch 26
[E26B0  |    416/60000 (  1%) ] Loss: 0.7854 top1= 79.5455

=== Log global consensus distance @ E26B0 ===
consensus_distance=1.428



=== Log clique consensus distance @ E26B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.824


[E26B10 |   4576/60000 (  8%) ] Loss: 0.7567 top1= 78.1250

=== Log global consensus distance @ E26B10 ===
consensus_distance=1.459



=== Log clique consensus distance @ E26B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.951


[E26B20 |   8736/60000 ( 15%) ] Loss: 0.7593 top1= 78.4091

=== Log global consensus distance @ E26B20 ===
consensus_distance=1.492



=== Log clique consensus distance @ E26B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=6.085



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8340 top1= 36.6687


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4423 top1= 29.8678


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2119 top1= 32.7825

Train epoch 27
[E27B0  |    416/60000 (  1%) ] Loss: 0.7625 top1= 81.2500

=== Log global consensus distance @ E27B0 ===
consensus_distance=1.523



=== Log clique consensus distance @ E27B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=6.213


[E27B10 |   4576/60000 (  8%) ] Loss: 0.7353 top1= 79.2614

=== Log global consensus distance @ E27B10 ===
consensus_distance=1.555



=== Log clique consensus distance @ E27B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=6.341


[E27B20 |   8736/60000 ( 15%) ] Loss: 0.7364 top1= 79.2614

=== Log global consensus distance @ E27B20 ===
consensus_distance=1.588



=== Log clique consensus distance @ E27B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=6.476



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8286 top1= 37.1194


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4524 top1= 29.8978


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2198 top1= 33.2232

Train epoch 28
[E28B0  |    416/60000 (  1%) ] Loss: 0.7419 top1= 81.2500

=== Log global consensus distance @ E28B0 ===
consensus_distance=1.619



=== Log clique consensus distance @ E28B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=6.605


[E28B10 |   4576/60000 (  8%) ] Loss: 0.7163 top1= 79.8295

=== Log global consensus distance @ E28B10 ===
consensus_distance=1.651



=== Log clique consensus distance @ E28B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=6.733


[E28B20 |   8736/60000 ( 15%) ] Loss: 0.7156 top1= 78.6932

=== Log global consensus distance @ E28B20 ===
consensus_distance=1.684



=== Log clique consensus distance @ E28B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=6.869



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8245 top1= 37.4599


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4625 top1= 29.9679


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2289 top1= 33.5637

Train epoch 29
[E29B0  |    416/60000 (  1%) ] Loss: 0.7233 top1= 82.6705

=== Log global consensus distance @ E29B0 ===
consensus_distance=1.716



=== Log clique consensus distance @ E29B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=6.998


[E29B10 |   4576/60000 (  8%) ] Loss: 0.6995 top1= 80.1136

=== Log global consensus distance @ E29B10 ===
consensus_distance=1.748



=== Log clique consensus distance @ E29B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=7.127


[E29B20 |   8736/60000 ( 15%) ] Loss: 0.6969 top1= 80.9659

=== Log global consensus distance @ E29B20 ===
consensus_distance=1.781



=== Log clique consensus distance @ E29B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=7.264



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8208 top1= 37.7504


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4725 top1= 30.0481


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2383 top1= 33.8742

Train epoch 30
[E30B0  |    416/60000 (  1%) ] Loss: 0.7067 top1= 83.5227

=== Log global consensus distance @ E30B0 ===
consensus_distance=1.813



=== Log clique consensus distance @ E30B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=7.394


[E30B10 |   4576/60000 (  8%) ] Loss: 0.6844 top1= 80.1136

=== Log global consensus distance @ E30B10 ===
consensus_distance=1.845



=== Log clique consensus distance @ E30B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=7.524


[E30B20 |   8736/60000 ( 15%) ] Loss: 0.6803 top1= 81.2500

=== Log global consensus distance @ E30B20 ===
consensus_distance=1.879



=== Log clique consensus distance @ E30B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=7.662



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8200 top1= 37.8405


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4825 top1= 30.1082


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2479 top1= 34.0645

Train epoch 31
[E31B0  |    416/60000 (  1%) ] Loss: 0.6915 top1= 83.8068

=== Log global consensus distance @ E31B0 ===
consensus_distance=1.911



=== Log clique consensus distance @ E31B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=7.792


[E31B10 |   4576/60000 (  8%) ] Loss: 0.6711 top1= 81.5341

=== Log global consensus distance @ E31B10 ===
consensus_distance=1.943



=== Log clique consensus distance @ E31B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=7.923


[E31B20 |   8736/60000 ( 15%) ] Loss: 0.6649 top1= 82.1023

=== Log global consensus distance @ E31B20 ===
consensus_distance=1.977



=== Log clique consensus distance @ E31B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=8.062



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8191 top1= 37.9107


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4932 top1= 30.1382


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2579 top1= 34.2949

Train epoch 32
[E32B0  |    416/60000 (  1%) ] Loss: 0.6776 top1= 84.6591

=== Log global consensus distance @ E32B0 ===
consensus_distance=2.010



=== Log clique consensus distance @ E32B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=8.193


[E32B10 |   4576/60000 (  8%) ] Loss: 0.6591 top1= 82.1023

=== Log global consensus distance @ E32B10 ===
consensus_distance=2.042



=== Log clique consensus distance @ E32B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=8.325


[E32B20 |   8736/60000 ( 15%) ] Loss: 0.6511 top1= 82.9545

=== Log global consensus distance @ E32B20 ===
consensus_distance=2.076



=== Log clique consensus distance @ E32B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=8.465



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8182 top1= 38.0008


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5037 top1= 30.2183


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2680 top1= 34.4651

Train epoch 33
[E33B0  |    416/60000 (  1%) ] Loss: 0.6653 top1= 84.6591

=== Log global consensus distance @ E33B0 ===
consensus_distance=2.109



=== Log clique consensus distance @ E33B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=8.597


[E33B10 |   4576/60000 (  8%) ] Loss: 0.6485 top1= 82.1023

=== Log global consensus distance @ E33B10 ===
consensus_distance=2.142



=== Log clique consensus distance @ E33B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=8.731


[E33B20 |   8736/60000 ( 15%) ] Loss: 0.6383 top1= 83.2386

=== Log global consensus distance @ E33B20 ===
consensus_distance=2.176



=== Log clique consensus distance @ E33B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=8.872



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8173 top1= 38.1611


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5130 top1= 30.2484


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2780 top1= 34.6154

Train epoch 34
[E34B0  |    416/60000 (  1%) ] Loss: 0.6539 top1= 84.3750

=== Log global consensus distance @ E34B0 ===
consensus_distance=2.209



=== Log clique consensus distance @ E34B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=9.005


[E34B10 |   4576/60000 (  8%) ] Loss: 0.6391 top1= 82.3864

=== Log global consensus distance @ E34B10 ===
consensus_distance=2.242



=== Log clique consensus distance @ E34B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=9.140


[E34B20 |   8736/60000 ( 15%) ] Loss: 0.6265 top1= 82.6705

=== Log global consensus distance @ E34B20 ===
consensus_distance=2.277



=== Log clique consensus distance @ E34B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=9.282



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8167 top1= 38.0709


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5207 top1= 30.2684


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2884 top1= 34.7957

Train epoch 35
[E35B0  |    416/60000 (  1%) ] Loss: 0.6436 top1= 84.3750

=== Log global consensus distance @ E35B0 ===
consensus_distance=2.310



=== Log clique consensus distance @ E35B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=9.417


[E35B10 |   4576/60000 (  8%) ] Loss: 0.6310 top1= 82.9545

=== Log global consensus distance @ E35B10 ===
consensus_distance=2.344



=== Log clique consensus distance @ E35B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=9.553


[E35B20 |   8736/60000 ( 15%) ] Loss: 0.6160 top1= 82.3864

=== Log global consensus distance @ E35B20 ===
consensus_distance=2.379



=== Log clique consensus distance @ E35B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=9.697



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8159 top1= 37.9607


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5286 top1= 30.3085


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2980 top1= 34.8558

Train epoch 36
[E36B0  |    416/60000 (  1%) ] Loss: 0.6346 top1= 84.3750

=== Log global consensus distance @ E36B0 ===
consensus_distance=2.413



=== Log clique consensus distance @ E36B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=9.833


[E36B10 |   4576/60000 (  8%) ] Loss: 0.6239 top1= 83.2386

=== Log global consensus distance @ E36B10 ===
consensus_distance=2.446



=== Log clique consensus distance @ E36B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=9.971


[E36B20 |   8736/60000 ( 15%) ] Loss: 0.6064 top1= 82.3864

=== Log global consensus distance @ E36B20 ===
consensus_distance=2.482



=== Log clique consensus distance @ E36B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=10.117



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8156 top1= 38.0108


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5361 top1= 30.3385


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3080 top1= 35.0160

Train epoch 37
[E37B0  |    416/60000 (  1%) ] Loss: 0.6265 top1= 84.3750

=== Log global consensus distance @ E37B0 ===
consensus_distance=2.516



=== Log clique consensus distance @ E37B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=10.255


[E37B10 |   4576/60000 (  8%) ] Loss: 0.6177 top1= 83.5227

=== Log global consensus distance @ E37B10 ===
consensus_distance=2.550



=== Log clique consensus distance @ E37B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=10.394


[E37B20 |   8736/60000 ( 15%) ] Loss: 0.5980 top1= 82.3864

=== Log global consensus distance @ E37B20 ===
consensus_distance=2.587



=== Log clique consensus distance @ E37B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=10.542



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8155 top1= 38.0509


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5429 top1= 30.3586


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3176 top1= 35.1362

Train epoch 38
[E38B0  |    416/60000 (  1%) ] Loss: 0.6186 top1= 84.0909

=== Log global consensus distance @ E38B0 ===
consensus_distance=2.621



=== Log clique consensus distance @ E38B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=10.682


[E38B10 |   4576/60000 (  8%) ] Loss: 0.6118 top1= 83.5227

=== Log global consensus distance @ E38B10 ===
consensus_distance=2.656



=== Log clique consensus distance @ E38B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=10.823


[E38B20 |   8736/60000 ( 15%) ] Loss: 0.5901 top1= 82.6705

=== Log global consensus distance @ E38B20 ===
consensus_distance=2.693



=== Log clique consensus distance @ E38B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=10.974



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8154 top1= 38.1811


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5492 top1= 30.4087


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3275 top1= 35.1963

Train epoch 39
[E39B0  |    416/60000 (  1%) ] Loss: 0.6112 top1= 84.0909

=== Log global consensus distance @ E39B0 ===
consensus_distance=2.728



=== Log clique consensus distance @ E39B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=11.116


[E39B10 |   4576/60000 (  8%) ] Loss: 0.6064 top1= 83.5227

=== Log global consensus distance @ E39B10 ===
consensus_distance=2.763



=== Log clique consensus distance @ E39B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=11.260


[E39B20 |   8736/60000 ( 15%) ] Loss: 0.5826 top1= 82.6705

=== Log global consensus distance @ E39B20 ===
consensus_distance=2.801



=== Log clique consensus distance @ E39B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=11.413



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8151 top1= 38.3013


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5547 top1= 30.4387


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3370 top1= 35.2464

Train epoch 40
[E40B0  |    416/60000 (  1%) ] Loss: 0.6040 top1= 84.0909

=== Log global consensus distance @ E40B0 ===
consensus_distance=2.836



=== Log clique consensus distance @ E40B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=11.557


[E40B10 |   4576/60000 (  8%) ] Loss: 0.6016 top1= 83.2386

=== Log global consensus distance @ E40B10 ===
consensus_distance=2.872



=== Log clique consensus distance @ E40B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=11.703


[E40B20 |   8736/60000 ( 15%) ] Loss: 0.5757 top1= 82.3864

=== Log global consensus distance @ E40B20 ===
consensus_distance=2.910



=== Log clique consensus distance @ E40B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=11.860



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8148 top1= 38.5116


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5588 top1= 30.5088


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3474 top1= 35.3566

