
=== 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)
=> Add worker ByzantineWorker(index=13)

=== Start adding graph ===
TwoCliquesWithByzantine(m=5,b=3)

Train epoch 1
[E 1B0  |    448/60000 (  1%) ] Loss: 2.3005 top1=  9.0909

=== Peeking data label distribution E1B0 ===
Worker 0 has targets: tensor([9, 4, 6, 0, 0], device='cuda:0')
Worker 1 has targets: tensor([3, 0, 5, 1, 7], device='cuda:0')
Worker 2 has targets: tensor([5, 6, 5, 4, 9], device='cuda:0')
Worker 3 has targets: tensor([4, 8, 4, 4, 2], device='cuda:0')
Worker 4 has targets: tensor([7, 9, 7, 0, 6], device='cuda:0')
Worker 5 has targets: tensor([4, 9, 4, 0, 8], device='cuda:0')
Worker 6 has targets: tensor([9, 3, 1, 7, 7], device='cuda:0')
Worker 7 has targets: tensor([6, 1, 8, 0, 7], device='cuda:0')
Worker 8 has targets: tensor([8, 3, 7, 6, 2], device='cuda:0')
Worker 9 has targets: tensor([8, 2, 3, 7, 8], device='cuda:0')
Worker 10 has targets: tensor([7, 5, 3, 8, 8], device='cuda:0')
Worker 11 has targets: tensor([4, 0, 5, 9, 5], device='cuda:0')
Worker 12 has targets: tensor([8, 2, 1, 2, 7], device='cuda:0')
Worker 13 has targets: tensor([9, 1, 6, 1, 1], 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 |   4928/60000 (  8%) ] Loss: 2.2809 top1= 14.4886

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



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


[E 1B20 |   9408/60000 ( 16%) ] Loss: 2.2901 top1= 11.6477

=== Log global consensus distance @ E1B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2796 top1= 17.3978


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2773 top1= 17.9187


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2772 top1= 17.5781

Train epoch 2
[E 2B0  |    448/60000 (  1%) ] Loss: 2.2635 top1= 15.9091

=== Log global consensus distance @ E2B0 ===
consensus_distance=0.003



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


[E 2B10 |   4928/60000 (  8%) ] Loss: 2.2642 top1= 21.3068

=== Log global consensus distance @ E2B10 ===
consensus_distance=0.008



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


[E 2B20 |   9408/60000 ( 16%) ] Loss: 2.2505 top1= 19.8864

=== Log global consensus distance @ E2B20 ===
consensus_distance=0.017



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2542 top1= 25.5409


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2532 top1= 25.7512


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2529 top1= 24.5593

Train epoch 3
[E 3B0  |    448/60000 (  1%) ] Loss: 2.2323 top1= 21.8750

=== Log global consensus distance @ E3B0 ===
consensus_distance=0.028



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


[E 3B10 |   4928/60000 (  8%) ] Loss: 2.2484 top1= 24.4318

=== Log global consensus distance @ E3B10 ===
consensus_distance=0.043



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


[E 3B20 |   9408/60000 ( 16%) ] Loss: 2.2144 top1= 23.5795

=== Log global consensus distance @ E3B20 ===
consensus_distance=0.060



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2154 top1= 26.7027


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2233 top1= 31.0998


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2223 top1= 30.4988

Train epoch 4
[E 4B0  |    448/60000 (  1%) ] Loss: 2.1982 top1= 22.7273

=== Log global consensus distance @ E4B0 ===
consensus_distance=0.080



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


[E 4B10 |   4928/60000 (  8%) ] Loss: 2.2199 top1= 29.2614

=== Log global consensus distance @ E4B10 ===
consensus_distance=0.104



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


[E 4B20 |   9408/60000 ( 16%) ] Loss: 2.1735 top1= 26.1364

=== Log global consensus distance @ E4B20 ===
consensus_distance=0.130



=== Log clique consensus distance @ E4B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.001



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1587 top1= 29.4772


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1871 top1= 34.9259


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1855 top1= 34.9058

Train epoch 5
[E 5B0  |    448/60000 (  1%) ] Loss: 2.1582 top1= 28.6932

=== Log global consensus distance @ E5B0 ===
consensus_distance=0.159



=== Log clique consensus distance @ E5B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.001


[E 5B10 |   4928/60000 (  8%) ] Loss: 2.1788 top1= 32.6705

=== Log global consensus distance @ E5B10 ===
consensus_distance=0.192



=== Log clique consensus distance @ E5B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.001


[E 5B20 |   9408/60000 ( 16%) ] Loss: 2.1272 top1= 31.8182

=== Log global consensus distance @ E5B20 ===
consensus_distance=0.227



=== Log clique consensus distance @ E5B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.001



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.0876 top1= 35.3966


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1461 top1= 43.3694


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1444 top1= 43.2592

Train epoch 6
[E 6B0  |    448/60000 (  1%) ] Loss: 2.1141 top1= 29.5455

=== Log global consensus distance @ E6B0 ===
consensus_distance=0.266



=== Log clique consensus distance @ E6B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.001


[E 6B10 |   4928/60000 (  8%) ] Loss: 2.1309 top1= 36.3636

=== Log global consensus distance @ E6B10 ===
consensus_distance=0.307



=== Log clique consensus distance @ E6B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.001


[E 6B20 |   9408/60000 ( 16%) ] Loss: 2.0779 top1= 34.3750

=== Log global consensus distance @ E6B20 ===
consensus_distance=0.352



=== Log clique consensus distance @ E6B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.001



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.0069 top1= 45.6530


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1010 top1= 50.1502


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0995 top1= 49.2288

Train epoch 7
[E 7B0  |    448/60000 (  1%) ] Loss: 2.0676 top1= 30.9659

=== Log global consensus distance @ E7B0 ===
consensus_distance=0.399



=== Log clique consensus distance @ E7B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.001


[E 7B10 |   4928/60000 (  8%) ] Loss: 2.0800 top1= 37.5000

=== Log global consensus distance @ E7B10 ===
consensus_distance=0.450



=== Log clique consensus distance @ E7B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.002


[E 7B20 |   9408/60000 ( 16%) ] Loss: 2.0256 top1= 36.6477

=== Log global consensus distance @ E7B20 ===
consensus_distance=0.504



=== Log clique consensus distance @ E7B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.002



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.9193 top1= 49.7696


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0519 top1= 53.7159


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0507 top1= 52.4239

Train epoch 8
[E 8B0  |    448/60000 (  1%) ] Loss: 2.0195 top1= 32.3864

=== Log global consensus distance @ E8B0 ===
consensus_distance=0.560



=== Log clique consensus distance @ E8B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.002


[E 8B10 |   4928/60000 (  8%) ] Loss: 2.0273 top1= 38.3523

=== Log global consensus distance @ E8B10 ===
consensus_distance=0.620



=== Log clique consensus distance @ E8B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.002


[E 8B20 |   9408/60000 ( 16%) ] Loss: 1.9701 top1= 40.0568

=== Log global consensus distance @ E8B20 ===
consensus_distance=0.682



=== Log clique consensus distance @ E8B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.002



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8258 top1= 52.0833


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9987 top1= 56.6006


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.9978 top1= 55.1683

Train epoch 9
[E 9B0  |    448/60000 (  1%) ] Loss: 1.9695 top1= 34.3750

=== Log global consensus distance @ E9B0 ===
consensus_distance=0.747



=== Log clique consensus distance @ E9B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.002


[E 9B10 |   4928/60000 (  8%) ] Loss: 1.9724 top1= 39.4886

=== Log global consensus distance @ E9B10 ===
consensus_distance=0.816



=== Log clique consensus distance @ E9B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.003


[E 9B20 |   9408/60000 ( 16%) ] Loss: 1.9104 top1= 43.7500

=== Log global consensus distance @ E9B20 ===
consensus_distance=0.887



=== Log clique consensus distance @ E9B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.003



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.7270 top1= 54.6174


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9410 top1= 59.0345


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.9404 top1= 57.6422

Train epoch 10
[E10B0  |    448/60000 (  1%) ] Loss: 1.9171 top1= 36.9318

=== Log global consensus distance @ E10B0 ===
consensus_distance=0.961



=== Log clique consensus distance @ E10B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.003


[E10B10 |   4928/60000 (  8%) ] Loss: 1.9150 top1= 40.6250

=== Log global consensus distance @ E10B10 ===
consensus_distance=1.039



=== Log clique consensus distance @ E10B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.003


[E10B20 |   9408/60000 ( 16%) ] Loss: 1.8470 top1= 46.0227

=== Log global consensus distance @ E10B20 ===
consensus_distance=1.119



=== Log clique consensus distance @ E10B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.6244 top1= 57.1915


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8785 top1= 61.0677


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.8784 top1= 59.7456

Train epoch 11
[E11B0  |    448/60000 (  1%) ] Loss: 1.8622 top1= 40.0568

=== Log global consensus distance @ E11B0 ===
consensus_distance=1.202



=== Log clique consensus distance @ E11B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004


[E11B10 |   4928/60000 (  8%) ] Loss: 1.8550 top1= 43.7500

=== Log global consensus distance @ E11B10 ===
consensus_distance=1.288



=== Log clique consensus distance @ E11B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004


[E11B20 |   9408/60000 ( 16%) ] Loss: 1.7811 top1= 48.2955

=== Log global consensus distance @ E11B20 ===
consensus_distance=1.377



=== Log clique consensus distance @ E11B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5205 top1= 60.0160


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8114 top1= 63.0609


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.8117 top1= 62.0893

Train epoch 12
[E12B0  |    448/60000 (  1%) ] Loss: 1.8052 top1= 41.7614

=== Log global consensus distance @ E12B0 ===
consensus_distance=1.469



=== Log clique consensus distance @ E12B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005


[E12B10 |   4928/60000 (  8%) ] Loss: 1.7930 top1= 44.8864

=== Log global consensus distance @ E12B10 ===
consensus_distance=1.564



=== Log clique consensus distance @ E12B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005


[E12B20 |   9408/60000 ( 16%) ] Loss: 1.7131 top1= 49.4318

=== Log global consensus distance @ E12B20 ===
consensus_distance=1.662



=== Log clique consensus distance @ E12B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.006



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.4179 top1= 62.3898


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7401 top1= 64.9139


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.7409 top1= 64.0024

Train epoch 13
[E13B0  |    448/60000 (  1%) ] Loss: 1.7462 top1= 43.4659

=== Log global consensus distance @ E13B0 ===
consensus_distance=1.763



=== Log clique consensus distance @ E13B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.006


[E13B10 |   4928/60000 (  8%) ] Loss: 1.7296 top1= 47.7273

=== Log global consensus distance @ E13B10 ===
consensus_distance=1.867



=== Log clique consensus distance @ E13B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.006


[E13B20 |   9408/60000 ( 16%) ] Loss: 1.6431 top1= 53.1250

=== Log global consensus distance @ E13B20 ===
consensus_distance=1.973



=== Log clique consensus distance @ E13B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.3187 top1= 65.1242


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6654 top1= 66.3862


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.6667 top1= 65.7552

Train epoch 14
[E14B0  |    448/60000 (  1%) ] Loss: 1.6856 top1= 45.7386

=== Log global consensus distance @ E14B0 ===
consensus_distance=2.083



=== Log clique consensus distance @ E14B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007


[E14B10 |   4928/60000 (  8%) ] Loss: 1.6655 top1= 49.7159

=== Log global consensus distance @ E14B10 ===
consensus_distance=2.196



=== Log clique consensus distance @ E14B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.008


[E14B20 |   9408/60000 ( 16%) ] Loss: 1.5724 top1= 55.3977

=== Log global consensus distance @ E14B20 ===
consensus_distance=2.312



=== Log clique consensus distance @ E14B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.008



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.2253 top1= 67.3377


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5884 top1= 67.8786


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.5902 top1= 67.1775

Train epoch 15
[E15B0  |    448/60000 (  1%) ] Loss: 1.6239 top1= 48.2955

=== Log global consensus distance @ E15B0 ===
consensus_distance=2.430



=== Log clique consensus distance @ E15B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.008


[E15B10 |   4928/60000 (  8%) ] Loss: 1.6007 top1= 52.2727

=== Log global consensus distance @ E15B10 ===
consensus_distance=2.552



=== Log clique consensus distance @ E15B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.009


[E15B20 |   9408/60000 ( 16%) ] Loss: 1.5024 top1= 59.6591

=== Log global consensus distance @ E15B20 ===
consensus_distance=2.676



=== Log clique consensus distance @ E15B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.009



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.1393 top1= 69.5513


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5106 top1= 69.2508


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.5127 top1= 68.5697

Train epoch 16
[E16B0  |    448/60000 (  1%) ] Loss: 1.5617 top1= 49.4318

=== Log global consensus distance @ E16B0 ===
consensus_distance=2.804



=== Log clique consensus distance @ E16B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.010


[E16B10 |   4928/60000 (  8%) ] Loss: 1.5359 top1= 52.8409

=== Log global consensus distance @ E16B10 ===
consensus_distance=2.934



=== Log clique consensus distance @ E16B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.010


[E16B20 |   9408/60000 ( 16%) ] Loss: 1.4337 top1= 62.2159

=== Log global consensus distance @ E16B20 ===
consensus_distance=3.068



=== Log clique consensus distance @ E16B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.011



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0614 top1= 71.2440


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4333 top1= 70.7532


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4355 top1= 70.1222

Train epoch 17
[E17B0  |    448/60000 (  1%) ] Loss: 1.4998 top1= 50.0000

=== Log global consensus distance @ E17B0 ===
consensus_distance=3.204



=== Log clique consensus distance @ E17B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.011


[E17B10 |   4928/60000 (  8%) ] Loss: 1.4720 top1= 56.2500

=== Log global consensus distance @ E17B10 ===
consensus_distance=3.343



=== Log clique consensus distance @ E17B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.012


[E17B20 |   9408/60000 ( 16%) ] Loss: 1.3667 top1= 63.6364

=== Log global consensus distance @ E17B20 ===
consensus_distance=3.485



=== Log clique consensus distance @ E17B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.013



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9914 top1= 72.9367


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3578 top1= 72.0553


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3600 top1= 71.4042

Train epoch 18
[E18B0  |    448/60000 (  1%) ] Loss: 1.4391 top1= 51.4205

=== Log global consensus distance @ E18B0 ===
consensus_distance=3.631



=== Log clique consensus distance @ E18B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.013


[E18B10 |   4928/60000 (  8%) ] Loss: 1.4094 top1= 57.3864

=== Log global consensus distance @ E18B10 ===
consensus_distance=3.778



=== Log clique consensus distance @ E18B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.014


[E18B20 |   9408/60000 ( 16%) ] Loss: 1.3022 top1= 65.0568

=== Log global consensus distance @ E18B20 ===
consensus_distance=3.930



=== Log clique consensus distance @ E18B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.014



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9297 top1= 73.8982


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2851 top1= 73.3674


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.2871 top1= 72.7764

Train epoch 19
[E19B0  |    448/60000 (  1%) ] Loss: 1.3801 top1= 54.8295

=== Log global consensus distance @ E19B0 ===
consensus_distance=4.084



=== Log clique consensus distance @ E19B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.015


[E19B10 |   4928/60000 (  8%) ] Loss: 1.3490 top1= 60.2273

=== Log global consensus distance @ E19B10 ===
consensus_distance=4.241



=== Log clique consensus distance @ E19B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.016


[E19B20 |   9408/60000 ( 16%) ] Loss: 1.2409 top1= 66.1932

=== Log global consensus distance @ E19B20 ===
consensus_distance=4.401



=== Log clique consensus distance @ E19B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.016



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8755 top1= 74.9900


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2161 top1= 74.9900


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.2178 top1= 74.2889

Train epoch 20
[E20B0  |    448/60000 (  1%) ] Loss: 1.3232 top1= 57.3864

=== Log global consensus distance @ E20B0 ===
consensus_distance=4.564



=== Log clique consensus distance @ E20B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.017


[E20B10 |   4928/60000 (  8%) ] Loss: 1.2906 top1= 63.0682

=== Log global consensus distance @ E20B10 ===
consensus_distance=4.729



=== Log clique consensus distance @ E20B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.018


[E20B20 |   9408/60000 ( 16%) ] Loss: 1.1828 top1= 67.6136

=== Log global consensus distance @ E20B20 ===
consensus_distance=4.898



=== Log clique consensus distance @ E20B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.018



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8291 top1= 75.9115


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.1512 top1= 76.3421


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.1526 top1= 75.6611

Train epoch 21
[E21B0  |    448/60000 (  1%) ] Loss: 1.2686 top1= 59.9432

=== Log global consensus distance @ E21B0 ===
consensus_distance=5.070



=== Log clique consensus distance @ E21B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.019


[E21B10 |   4928/60000 (  8%) ] Loss: 1.2350 top1= 64.4886

=== Log global consensus distance @ E21B10 ===
consensus_distance=5.244



=== Log clique consensus distance @ E21B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.020


[E21B20 |   9408/60000 ( 16%) ] Loss: 1.1283 top1= 68.4659

=== Log global consensus distance @ E21B20 ===
consensus_distance=5.422



=== Log clique consensus distance @ E21B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.021



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7893 top1= 76.6026


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.0910 top1= 77.6342


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.0918 top1= 76.8229

Train epoch 22
[E22B0  |    448/60000 (  1%) ] Loss: 1.2167 top1= 62.5000

=== Log global consensus distance @ E22B0 ===
consensus_distance=5.603



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


[E22B10 |   4928/60000 (  8%) ] Loss: 1.1826 top1= 65.0568

=== Log global consensus distance @ E22B10 ===
consensus_distance=5.786



=== Log clique consensus distance @ E22B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.022


[E22B20 |   9408/60000 ( 16%) ] Loss: 1.0776 top1= 68.7500

=== Log global consensus distance @ E22B20 ===
consensus_distance=5.973



=== Log clique consensus distance @ E22B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.023



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7553 top1= 77.0232


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.0354 top1= 78.3754


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.0355 top1= 77.6843

Train epoch 23
[E23B0  |    448/60000 (  1%) ] Loss: 1.1677 top1= 63.3523

=== Log global consensus distance @ E23B0 ===
consensus_distance=6.162



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


[E23B10 |   4928/60000 (  8%) ] Loss: 1.1332 top1= 65.6250

=== Log global consensus distance @ E23B10 ===
consensus_distance=6.355



=== Log clique consensus distance @ E23B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.024


[E23B20 |   9408/60000 ( 16%) ] Loss: 1.0306 top1= 70.4545

=== Log global consensus distance @ E23B20 ===
consensus_distance=6.550



=== Log clique consensus distance @ E23B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.025



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7266 top1= 77.5942


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.9843 top1= 79.1166


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.9838 top1= 78.6258

Train epoch 24
[E24B0  |    448/60000 (  1%) ] Loss: 1.1211 top1= 64.7727

=== Log global consensus distance @ E24B0 ===
consensus_distance=6.749



=== Log clique consensus distance @ E24B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.026


[E24B10 |   4928/60000 (  8%) ] Loss: 1.0872 top1= 67.3295

=== Log global consensus distance @ E24B10 ===
consensus_distance=6.950



=== Log clique consensus distance @ E24B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.027


[E24B20 |   9408/60000 ( 16%) ] Loss: 0.9873 top1= 71.3068

=== Log global consensus distance @ E24B20 ===
consensus_distance=7.154



=== Log clique consensus distance @ E24B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.028



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7021 top1= 77.9748


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.9376 top1= 79.7676


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.9365 top1= 79.3570

Train epoch 25
[E25B0  |    448/60000 (  1%) ] Loss: 1.0772 top1= 65.3409

=== Log global consensus distance @ E25B0 ===
consensus_distance=7.361



=== Log clique consensus distance @ E25B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.029


[E25B10 |   4928/60000 (  8%) ] Loss: 1.0444 top1= 69.0341

=== Log global consensus distance @ E25B10 ===
consensus_distance=7.571



=== Log clique consensus distance @ E25B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.030


[E25B20 |   9408/60000 ( 16%) ] Loss: 0.9476 top1= 71.5909

=== Log global consensus distance @ E25B20 ===
consensus_distance=7.784



=== Log clique consensus distance @ E25B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.031



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6813 top1= 78.5557


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.8951 top1= 80.2284


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.8932 top1= 80.1182

Train epoch 26
[E26B0  |    448/60000 (  1%) ] Loss: 1.0359 top1= 66.1932

=== Log global consensus distance @ E26B0 ===
consensus_distance=8.001



=== Log clique consensus distance @ E26B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.032


[E26B10 |   4928/60000 (  8%) ] Loss: 1.0050 top1= 70.7386

=== Log global consensus distance @ E26B10 ===
consensus_distance=8.219



=== Log clique consensus distance @ E26B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.033


[E26B20 |   9408/60000 ( 16%) ] Loss: 0.9114 top1= 72.1591

=== Log global consensus distance @ E26B20 ===
consensus_distance=8.441



=== Log clique consensus distance @ E26B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.034



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6642 top1= 79.0565


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.8563 top1= 80.7392


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.8537 top1= 80.6290

Train epoch 27
[E27B0  |    448/60000 (  1%) ] Loss: 0.9978 top1= 67.0455

=== Log global consensus distance @ E27B0 ===
consensus_distance=8.666



=== Log clique consensus distance @ E27B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.035


[E27B10 |   4928/60000 (  8%) ] Loss: 0.9682 top1= 71.3068

=== Log global consensus distance @ E27B10 ===
consensus_distance=8.894



=== Log clique consensus distance @ E27B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.036


[E27B20 |   9408/60000 ( 16%) ] Loss: 0.8781 top1= 73.5795

=== Log global consensus distance @ E27B20 ===
consensus_distance=9.125



=== Log clique consensus distance @ E27B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.037



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6506 top1= 79.3069


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.8210 top1= 81.1899


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.8178 top1= 81.0998

Train epoch 28
[E28B0  |    448/60000 (  1%) ] Loss: 0.9618 top1= 67.8977

=== Log global consensus distance @ E28B0 ===
consensus_distance=9.359



=== Log clique consensus distance @ E28B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.038


[E28B10 |   4928/60000 (  8%) ] Loss: 0.9339 top1= 72.4432

=== Log global consensus distance @ E28B10 ===
consensus_distance=9.596



=== Log clique consensus distance @ E28B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.039


[E28B20 |   9408/60000 ( 16%) ] Loss: 0.8475 top1= 75.2841

=== Log global consensus distance @ E28B20 ===
consensus_distance=9.835



=== Log clique consensus distance @ E28B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.040



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6396 top1= 79.5773


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.7889 top1= 81.6506


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.7850 top1= 81.6006

Train epoch 29
[E29B0  |    448/60000 (  1%) ] Loss: 0.9288 top1= 70.1705

=== Log global consensus distance @ E29B0 ===
consensus_distance=10.078



=== Log clique consensus distance @ E29B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.041


[E29B10 |   4928/60000 (  8%) ] Loss: 0.9019 top1= 72.7273

=== Log global consensus distance @ E29B10 ===
consensus_distance=10.323



=== Log clique consensus distance @ E29B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.042


[E29B20 |   9408/60000 ( 16%) ] Loss: 0.8196 top1= 76.4205

=== Log global consensus distance @ E29B20 ===
consensus_distance=10.572



=== Log clique consensus distance @ E29B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.043



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6311 top1= 79.8277


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.7595 top1= 82.1815


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.7552 top1= 82.1414

Train epoch 30
[E30B0  |    448/60000 (  1%) ] Loss: 0.8982 top1= 71.5909

=== Log global consensus distance @ E30B0 ===
consensus_distance=10.823



=== Log clique consensus distance @ E30B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.044


[E30B10 |   4928/60000 (  8%) ] Loss: 0.8723 top1= 73.2955

=== Log global consensus distance @ E30B10 ===
consensus_distance=11.078



=== Log clique consensus distance @ E30B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.045


[E30B20 |   9408/60000 ( 16%) ] Loss: 0.7938 top1= 77.2727

=== Log global consensus distance @ E30B20 ===
consensus_distance=11.335



=== Log clique consensus distance @ E30B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.046



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6247 top1= 79.9880


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.7327 top1= 82.5621


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.7279 top1= 82.4419

Train epoch 31
[E31B0  |    448/60000 (  1%) ] Loss: 0.8693 top1= 72.7273

=== Log global consensus distance @ E31B0 ===
consensus_distance=11.596



=== Log clique consensus distance @ E31B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.047


[E31B10 |   4928/60000 (  8%) ] Loss: 0.8446 top1= 73.8636

=== Log global consensus distance @ E31B10 ===
consensus_distance=11.859



=== Log clique consensus distance @ E31B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.048


[E31B20 |   9408/60000 ( 16%) ] Loss: 0.7703 top1= 77.8409

=== Log global consensus distance @ E31B20 ===
consensus_distance=12.125



=== Log clique consensus distance @ E31B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.050



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6197 top1= 80.2284


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.7083 top1= 82.8826


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.7031 top1= 82.8626

Train epoch 32
[E32B0  |    448/60000 (  1%) ] Loss: 0.8419 top1= 74.1477

=== Log global consensus distance @ E32B0 ===
consensus_distance=12.394



=== Log clique consensus distance @ E32B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.051


[E32B10 |   4928/60000 (  8%) ] Loss: 0.8186 top1= 74.1477

=== Log global consensus distance @ E32B10 ===
consensus_distance=12.666



=== Log clique consensus distance @ E32B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.052


[E32B20 |   9408/60000 ( 16%) ] Loss: 0.7487 top1= 77.8409

=== Log global consensus distance @ E32B20 ===
consensus_distance=12.941



=== Log clique consensus distance @ E32B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.053



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6167 top1= 80.2985


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.6859 top1= 83.1130


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.6803 top1= 83.1430

Train epoch 33
[E33B0  |    448/60000 (  1%) ] Loss: 0.8161 top1= 74.7159

=== Log global consensus distance @ E33B0 ===
consensus_distance=13.219



=== Log clique consensus distance @ E33B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.054


[E33B10 |   4928/60000 (  8%) ] Loss: 0.7943 top1= 74.7159

=== Log global consensus distance @ E33B10 ===
consensus_distance=13.500



=== Log clique consensus distance @ E33B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.055


[E33B20 |   9408/60000 ( 16%) ] Loss: 0.7285 top1= 78.4091

=== Log global consensus distance @ E33B20 ===
consensus_distance=13.784



=== Log clique consensus distance @ E33B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.057



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6151 top1= 80.4487


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.6652 top1= 83.4435


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.6595 top1= 83.4335

Train epoch 34
[E34B0  |    448/60000 (  1%) ] Loss: 0.7922 top1= 75.5682

=== Log global consensus distance @ E34B0 ===
consensus_distance=14.071



=== Log clique consensus distance @ E34B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.058


[E34B10 |   4928/60000 (  8%) ] Loss: 0.7717 top1= 75.5682

=== Log global consensus distance @ E34B10 ===
consensus_distance=14.361



=== Log clique consensus distance @ E34B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.059


[E34B20 |   9408/60000 ( 16%) ] Loss: 0.7096 top1= 78.6932

=== Log global consensus distance @ E34B20 ===
consensus_distance=14.654



=== Log clique consensus distance @ E34B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.060



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6147 top1= 80.5389


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.6461 top1= 83.8542


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.6403 top1= 83.8542

Train epoch 35
[E35B0  |    448/60000 (  1%) ] Loss: 0.7698 top1= 76.1364

=== Log global consensus distance @ E35B0 ===
consensus_distance=14.949



=== Log clique consensus distance @ E35B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.062


[E35B10 |   4928/60000 (  8%) ] Loss: 0.7505 top1= 75.8523

=== Log global consensus distance @ E35B10 ===
consensus_distance=15.248



=== Log clique consensus distance @ E35B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.063


[E35B20 |   9408/60000 ( 16%) ] Loss: 0.6919 top1= 79.2614

=== Log global consensus distance @ E35B20 ===
consensus_distance=15.550



=== Log clique consensus distance @ E35B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.064



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6155 top1= 80.6290


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.6285 top1= 84.2248


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.6225 top1= 84.0645

Train epoch 36
[E36B0  |    448/60000 (  1%) ] Loss: 0.7487 top1= 77.2727

=== Log global consensus distance @ E36B0 ===
consensus_distance=15.854



=== Log clique consensus distance @ E36B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.065


[E36B10 |   4928/60000 (  8%) ] Loss: 0.7307 top1= 76.4205

=== Log global consensus distance @ E36B10 ===
consensus_distance=16.162



=== Log clique consensus distance @ E36B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.067


[E36B20 |   9408/60000 ( 16%) ] Loss: 0.6754 top1= 79.5455

=== Log global consensus distance @ E36B20 ===
consensus_distance=16.472



=== Log clique consensus distance @ E36B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.068



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6174 top1= 80.7893


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.6123 top1= 84.5453


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.6061 top1= 84.3850

Train epoch 37
[E37B0  |    448/60000 (  1%) ] Loss: 0.7287 top1= 77.5568

=== Log global consensus distance @ E37B0 ===
consensus_distance=16.786



=== Log clique consensus distance @ E37B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.069


[E37B10 |   4928/60000 (  8%) ] Loss: 0.7120 top1= 76.9886

=== Log global consensus distance @ E37B10 ===
consensus_distance=17.102



=== Log clique consensus distance @ E37B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.070


[E37B20 |   9408/60000 ( 16%) ] Loss: 0.6596 top1= 79.5455

=== Log global consensus distance @ E37B20 ===
consensus_distance=17.421



=== Log clique consensus distance @ E37B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.072



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6200 top1= 80.7893


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5974 top1= 84.8157


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5910 top1= 84.5653

Train epoch 38
[E38B0  |    448/60000 (  1%) ] Loss: 0.7097 top1= 77.8409

=== Log global consensus distance @ E38B0 ===
consensus_distance=17.744



=== Log clique consensus distance @ E38B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.073


[E38B10 |   4928/60000 (  8%) ] Loss: 0.6947 top1= 77.8409

=== Log global consensus distance @ E38B10 ===
consensus_distance=18.069



=== Log clique consensus distance @ E38B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.074


[E38B20 |   9408/60000 ( 16%) ] Loss: 0.6445 top1= 80.3977

=== Log global consensus distance @ E38B20 ===
consensus_distance=18.397



=== Log clique consensus distance @ E38B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.076



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6235 top1= 80.8994


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5833 top1= 84.9760


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5770 top1= 84.9259

Train epoch 39
[E39B0  |    448/60000 (  1%) ] Loss: 0.6919 top1= 78.1250

=== Log global consensus distance @ E39B0 ===
consensus_distance=18.728



=== Log clique consensus distance @ E39B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.077


[E39B10 |   4928/60000 (  8%) ] Loss: 0.6781 top1= 78.4091

=== Log global consensus distance @ E39B10 ===
consensus_distance=19.062



=== Log clique consensus distance @ E39B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.079


[E39B20 |   9408/60000 ( 16%) ] Loss: 0.6302 top1= 80.6818

=== Log global consensus distance @ E39B20 ===
consensus_distance=19.399



=== Log clique consensus distance @ E39B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.080



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6277 top1= 81.0096


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5703 top1= 85.2364


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5639 top1= 85.1262

Train epoch 40
[E40B0  |    448/60000 (  1%) ] Loss: 0.6749 top1= 78.4091

=== Log global consensus distance @ E40B0 ===
consensus_distance=19.739



=== Log clique consensus distance @ E40B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.081


[E40B10 |   4928/60000 (  8%) ] Loss: 0.6625 top1= 78.9773

=== Log global consensus distance @ E40B10 ===
consensus_distance=20.082



=== Log clique consensus distance @ E40B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.083


[E40B20 |   9408/60000 ( 16%) ] Loss: 0.6162 top1= 80.9659

=== Log global consensus distance @ E40B20 ===
consensus_distance=20.428



=== Log clique consensus distance @ E40B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.084



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6326 top1= 81.1699


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5580 top1= 85.4667


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5516 top1= 85.4667

