
=== 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
=> Add worker LabelFlippingWorker

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

Train epoch 1
[E 1B0  |    448/60000 (  1%) ] Loss: 2.3094 top1=  7.9545

=== Peeking data label distribution E1B0 ===
Worker 0 has targets: tensor([0, 0, 0, 0, 0], device='cuda:0')
Worker 1 has targets: tensor([1, 1, 0, 1, 1], device='cuda:0')
Worker 2 has targets: tensor([1, 1, 1, 1, 1], device='cuda:0')
Worker 3 has targets: tensor([2, 2, 2, 2, 2], device='cuda:0')
Worker 4 has targets: tensor([3, 3, 2, 3, 3], device='cuda:0')
Worker 5 has targets: tensor([3, 3, 3, 3, 3], device='cuda:0')
Worker 6 has targets: tensor([4, 4, 4, 4, 4], device='cuda:0')
Worker 7 has targets: tensor([5, 5, 5, 5, 5], device='cuda:0')
Worker 8 has targets: tensor([6, 6, 5, 6, 6], device='cuda:0')
Worker 9 has targets: tensor([6, 6, 6, 6, 6], device='cuda:0')
Worker 10 has targets: tensor([7, 7, 7, 7, 7], device='cuda:0')
Worker 11 has targets: tensor([1, 1, 1, 1, 1], device='cuda:0')
Worker 12 has targets: tensor([0, 0, 1, 0, 0], device='cuda:0')
Worker 13 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 |   4928/60000 (  8%) ] Loss: 2.2436 top1= 17.8977

=== 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 |   9408/60000 ( 16%) ] Loss: 2.1958 top1= 26.9886

=== 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=2.2929 top1= 15.3946


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2905 top1= 21.1338


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3033 top1=  8.9243

Train epoch 2
[E 2B0  |    448/60000 (  1%) ] Loss: 2.1204 top1= 37.7841

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



=== Log clique consensus distance @ E2B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.014


[E 2B10 |   4928/60000 (  8%) ] Loss: 2.0553 top1= 40.6250

=== 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 |   9408/60000 ( 16%) ] Loss: 1.9991 top1= 42.0455

=== Log global consensus distance @ E2B20 ===
consensus_distance=0.010



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2884 top1= 23.0970


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3076 top1= 20.9635


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3232 top1=  8.9143

Train epoch 3
[E 3B0  |    448/60000 (  1%) ] Loss: 1.9119 top1= 42.8977

=== Log global consensus distance @ E3B0 ===
consensus_distance=0.014



=== Log clique consensus distance @ E3B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.054


[E 3B10 |   4928/60000 (  8%) ] Loss: 1.8496 top1= 45.7386

=== Log global consensus distance @ E3B10 ===
consensus_distance=0.018



=== Log clique consensus distance @ E3B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.072


[E 3B20 |   9408/60000 ( 16%) ] Loss: 1.8045 top1= 43.7500

=== Log global consensus distance @ E3B20 ===
consensus_distance=0.023



=== Log clique consensus distance @ E3B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.091



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2876 top1= 20.8433


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3623 top1= 20.9034


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3638 top1=  8.9243

Train epoch 4
[E 4B0  |    448/60000 (  1%) ] Loss: 1.7216 top1= 45.7386

=== Log global consensus distance @ E4B0 ===
consensus_distance=0.029



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


[E 4B10 |   4928/60000 (  8%) ] Loss: 1.6719 top1= 48.5795

=== 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 |   9408/60000 ( 16%) ] Loss: 1.6426 top1= 46.8750

=== Log global consensus distance @ E4B20 ===
consensus_distance=0.041



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2909 top1= 20.7833


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4355 top1= 20.8734


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4185 top1=  9.4351

Train epoch 5
[E 5B0  |    448/60000 (  1%) ] Loss: 1.5680 top1= 49.7159

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



=== Log clique consensus distance @ E5B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.189


[E 5B10 |   4928/60000 (  8%) ] Loss: 1.5321 top1= 53.9773

=== Log global consensus distance @ E5B10 ===
consensus_distance=0.055



=== Log clique consensus distance @ E5B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.217


[E 5B20 |   9408/60000 ( 16%) ] Loss: 1.5161 top1= 50.8523

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



=== Log clique consensus distance @ E5B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.247



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2932 top1= 20.8934


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5031 top1= 20.9034


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4628 top1= 17.2075

Train epoch 6
[E 6B0  |    448/60000 (  1%) ] Loss: 1.4520 top1= 52.2727

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



=== Log clique consensus distance @ E6B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.279


[E 6B10 |   4928/60000 (  8%) ] Loss: 1.4278 top1= 56.2500

=== Log global consensus distance @ E6B10 ===
consensus_distance=0.078



=== Log clique consensus distance @ E6B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.313


[E 6B20 |   9408/60000 ( 16%) ] Loss: 1.4217 top1= 53.1250

=== Log global consensus distance @ E6B20 ===
consensus_distance=0.087



=== Log clique consensus distance @ E6B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.348



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2908 top1= 20.9836


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5490 top1= 21.6346


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4850 top1= 23.4375

Train epoch 7
[E 7B0  |    448/60000 (  1%) ] Loss: 1.3661 top1= 54.2614

=== Log global consensus distance @ E7B0 ===
consensus_distance=0.096



=== Log clique consensus distance @ E7B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.385


[E 7B10 |   4928/60000 (  8%) ] Loss: 1.3507 top1= 59.0909

=== Log global consensus distance @ E7B10 ===
consensus_distance=0.105



=== Log clique consensus distance @ E7B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.423


[E 7B20 |   9408/60000 ( 16%) ] Loss: 1.3501 top1= 54.8295

=== Log global consensus distance @ E7B20 ===
consensus_distance=0.115



=== Log clique consensus distance @ E7B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.464



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2835 top1= 21.2039


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5722 top1= 23.2171


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4833 top1= 25.2905

Train epoch 8
[E 8B0  |    448/60000 (  1%) ] Loss: 1.3005 top1= 57.3864

=== Log global consensus distance @ E8B0 ===
consensus_distance=0.125



=== Log clique consensus distance @ E8B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.506


[E 8B10 |   4928/60000 (  8%) ] Loss: 1.2919 top1= 60.7955

=== Log global consensus distance @ E8B10 ===
consensus_distance=0.136



=== Log clique consensus distance @ E8B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.550


[E 8B20 |   9408/60000 ( 16%) ] Loss: 1.2936 top1= 58.5227

=== Log global consensus distance @ E8B20 ===
consensus_distance=0.147



=== Log clique consensus distance @ E8B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.596



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2723 top1= 21.8049


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5812 top1= 24.3590


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4635 top1= 25.7412

Train epoch 9
[E 9B0  |    448/60000 (  1%) ] Loss: 1.2478 top1= 60.7955

=== Log global consensus distance @ E9B0 ===
consensus_distance=0.159



=== Log clique consensus distance @ E9B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.643


[E 9B10 |   4928/60000 (  8%) ] Loss: 1.2458 top1= 62.2159

=== Log global consensus distance @ E9B10 ===
consensus_distance=0.171



=== Log clique consensus distance @ E9B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.692


[E 9B20 |   9408/60000 ( 16%) ] Loss: 1.2470 top1= 60.7955

=== Log global consensus distance @ E9B20 ===
consensus_distance=0.184



=== Log clique consensus distance @ E9B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.744



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2569 top1= 23.0869


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5863 top1= 25.0601


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4309 top1= 25.8914

Train epoch 10
[E10B0  |    448/60000 (  1%) ] Loss: 1.2032 top1= 63.0682

=== Log global consensus distance @ E10B0 ===
consensus_distance=0.196



=== Log clique consensus distance @ E10B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.796


[E10B10 |   4928/60000 (  8%) ] Loss: 1.2074 top1= 63.6364

=== Log global consensus distance @ E10B10 ===
consensus_distance=0.209



=== Log clique consensus distance @ E10B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.849


[E10B20 |   9408/60000 ( 16%) ] Loss: 1.2072 top1= 62.2159

=== Log global consensus distance @ E10B20 ===
consensus_distance=0.223



=== Log clique consensus distance @ E10B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.906



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2385 top1= 24.4792


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5918 top1= 25.8514


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3935 top1= 25.9716

Train epoch 11
[E11B0  |    448/60000 (  1%) ] Loss: 1.1637 top1= 64.4886

=== Log global consensus distance @ E11B0 ===
consensus_distance=0.237



=== Log clique consensus distance @ E11B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.963


[E11B10 |   4928/60000 (  8%) ] Loss: 1.1738 top1= 65.0568

=== Log global consensus distance @ E11B10 ===
consensus_distance=0.251



=== Log clique consensus distance @ E11B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.020


[E11B20 |   9408/60000 ( 16%) ] Loss: 1.1713 top1= 64.4886

=== Log global consensus distance @ E11B20 ===
consensus_distance=0.266



=== Log clique consensus distance @ E11B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.081



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2179 top1= 25.9315


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5986 top1= 26.2620


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3574 top1= 25.9215

Train epoch 12
[E12B0  |    448/60000 (  1%) ] Loss: 1.1268 top1= 65.9091

=== Log global consensus distance @ E12B0 ===
consensus_distance=0.281



=== Log clique consensus distance @ E12B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.142


[E12B10 |   4928/60000 (  8%) ] Loss: 1.1423 top1= 66.7614

=== Log global consensus distance @ E12B10 ===
consensus_distance=0.296



=== Log clique consensus distance @ E12B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.203


[E12B20 |   9408/60000 ( 16%) ] Loss: 1.1372 top1= 64.7727

=== Log global consensus distance @ E12B20 ===
consensus_distance=0.312



=== Log clique consensus distance @ E12B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.269



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1960 top1= 27.2135


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6075 top1= 26.7328


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3258 top1= 25.9315

Train epoch 13
[E13B0  |    448/60000 (  1%) ] Loss: 1.0902 top1= 67.3295

=== Log global consensus distance @ E13B0 ===
consensus_distance=0.328



=== Log clique consensus distance @ E13B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.333


[E13B10 |   4928/60000 (  8%) ] Loss: 1.1106 top1= 67.6136

=== Log global consensus distance @ E13B10 ===
consensus_distance=0.344



=== Log clique consensus distance @ E13B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.398


[E13B20 |   9408/60000 ( 16%) ] Loss: 1.1031 top1= 65.9091

=== Log global consensus distance @ E13B20 ===
consensus_distance=0.361



=== Log clique consensus distance @ E13B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.467



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1737 top1= 28.3353


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6175 top1= 27.0433


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3006 top1= 26.0216

Train epoch 14
[E14B0  |    448/60000 (  1%) ] Loss: 1.0534 top1= 68.4659

=== Log global consensus distance @ E14B0 ===
consensus_distance=0.378



=== Log clique consensus distance @ E14B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.535


[E14B10 |   4928/60000 (  8%) ] Loss: 1.0783 top1= 68.1818

=== Log global consensus distance @ E14B10 ===
consensus_distance=0.395



=== Log clique consensus distance @ E14B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.603


[E14B20 |   9408/60000 ( 16%) ] Loss: 1.0685 top1= 68.1818

=== Log global consensus distance @ E14B20 ===
consensus_distance=0.412



=== Log clique consensus distance @ E14B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.676



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1514 top1= 29.3369


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6268 top1= 27.2937


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2811 top1= 26.0317

Train epoch 15
[E15B0  |    448/60000 (  1%) ] Loss: 1.0160 top1= 70.4545

=== Log global consensus distance @ E15B0 ===
consensus_distance=0.430



=== Log clique consensus distance @ E15B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.747


[E15B10 |   4928/60000 (  8%) ] Loss: 1.0449 top1= 69.0341

=== Log global consensus distance @ E15B10 ===
consensus_distance=0.448



=== Log clique consensus distance @ E15B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.818


[E15B20 |   9408/60000 ( 16%) ] Loss: 1.0333 top1= 69.8864

=== Log global consensus distance @ E15B20 ===
consensus_distance=0.466



=== Log clique consensus distance @ E15B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.894



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1289 top1= 30.0881


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6361 top1= 27.4639


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2664 top1= 26.0617

Train epoch 16
[E16B0  |    448/60000 (  1%) ] Loss: 0.9788 top1= 71.3068

=== Log global consensus distance @ E16B0 ===
consensus_distance=0.485



=== Log clique consensus distance @ E16B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.969


[E16B10 |   4928/60000 (  8%) ] Loss: 1.0113 top1= 68.7500

=== Log global consensus distance @ E16B10 ===
consensus_distance=0.503



=== Log clique consensus distance @ E16B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.043


[E16B20 |   9408/60000 ( 16%) ] Loss: 0.9982 top1= 71.8750

=== Log global consensus distance @ E16B20 ===
consensus_distance=0.523



=== Log clique consensus distance @ E16B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.122



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1067 top1= 30.8393


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6425 top1= 27.6142


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2552 top1= 26.1018

Train epoch 17
[E17B0  |    448/60000 (  1%) ] Loss: 0.9426 top1= 72.7273

=== Log global consensus distance @ E17B0 ===
consensus_distance=0.541



=== Log clique consensus distance @ E17B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.199


[E17B10 |   4928/60000 (  8%) ] Loss: 0.9781 top1= 69.8864

=== Log global consensus distance @ E17B10 ===
consensus_distance=0.561



=== Log clique consensus distance @ E17B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.277


[E17B20 |   9408/60000 ( 16%) ] Loss: 0.9639 top1= 73.2955

=== Log global consensus distance @ E17B20 ===
consensus_distance=0.581



=== Log clique consensus distance @ E17B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.358



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.0851 top1= 31.3502


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6466 top1= 27.7244


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2471 top1= 26.1418

Train epoch 18
[E18B0  |    448/60000 (  1%) ] Loss: 0.9076 top1= 74.1477

=== Log global consensus distance @ E18B0 ===
consensus_distance=0.600



=== Log clique consensus distance @ E18B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.438


[E18B10 |   4928/60000 (  8%) ] Loss: 0.9462 top1= 70.1705

=== Log global consensus distance @ E18B10 ===
consensus_distance=0.620



=== Log clique consensus distance @ E18B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.518


[E18B20 |   9408/60000 ( 16%) ] Loss: 0.9313 top1= 73.0114

=== Log global consensus distance @ E18B20 ===
consensus_distance=0.641



=== Log clique consensus distance @ E18B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.601



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.0638 top1= 31.9010


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6492 top1= 27.8446


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2424 top1= 26.1619

Train epoch 19
[E19B0  |    448/60000 (  1%) ] Loss: 0.8745 top1= 74.7159

=== Log global consensus distance @ E19B0 ===
consensus_distance=0.661



=== Log clique consensus distance @ E19B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.683


[E19B10 |   4928/60000 (  8%) ] Loss: 0.9155 top1= 70.1705

=== Log global consensus distance @ E19B10 ===
consensus_distance=0.681



=== Log clique consensus distance @ E19B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.765


[E19B20 |   9408/60000 ( 16%) ] Loss: 0.9005 top1= 73.5795

=== Log global consensus distance @ E19B20 ===
consensus_distance=0.702



=== Log clique consensus distance @ E19B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.851



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.0431 top1= 32.5721


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6492 top1= 27.9848


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2402 top1= 26.1919

Train epoch 20
[E20B0  |    448/60000 (  1%) ] Loss: 0.8433 top1= 75.2841

=== Log global consensus distance @ E20B0 ===
consensus_distance=0.723



=== Log clique consensus distance @ E20B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.935


[E20B10 |   4928/60000 (  8%) ] Loss: 0.8864 top1= 71.3068

=== Log global consensus distance @ E20B10 ===
consensus_distance=0.744



=== Log clique consensus distance @ E20B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.019


[E20B20 |   9408/60000 ( 16%) ] Loss: 0.8717 top1= 73.8636

=== Log global consensus distance @ E20B20 ===
consensus_distance=0.765



=== Log clique consensus distance @ E20B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.107



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.0233 top1= 33.4235


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6476 top1= 28.0349


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2402 top1= 26.2821

Train epoch 21
[E21B0  |    448/60000 (  1%) ] Loss: 0.8147 top1= 77.2727

=== Log global consensus distance @ E21B0 ===
consensus_distance=0.786



=== Log clique consensus distance @ E21B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.193


[E21B10 |   4928/60000 (  8%) ] Loss: 0.8599 top1= 72.4432

=== Log global consensus distance @ E21B10 ===
consensus_distance=0.808



=== Log clique consensus distance @ E21B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.278


[E21B20 |   9408/60000 ( 16%) ] Loss: 0.8456 top1= 74.1477

=== Log global consensus distance @ E21B20 ===
consensus_distance=0.830



=== Log clique consensus distance @ E21B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.367



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.0044 top1= 34.4752


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6437 top1= 28.1050


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2423 top1= 26.2720

Train epoch 22
[E22B0  |    448/60000 (  1%) ] Loss: 0.7893 top1= 78.6932

=== Log global consensus distance @ E22B0 ===
consensus_distance=0.851



=== Log clique consensus distance @ E22B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.454


[E22B10 |   4928/60000 (  8%) ] Loss: 0.8365 top1= 73.0114

=== Log global consensus distance @ E22B10 ===
consensus_distance=0.873



=== Log clique consensus distance @ E22B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.542


[E22B20 |   9408/60000 ( 16%) ] Loss: 0.8224 top1= 74.4318

=== Log global consensus distance @ E22B20 ===
consensus_distance=0.895



=== Log clique consensus distance @ E22B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.632



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.9866 top1= 35.6070


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6389 top1= 28.1951


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2455 top1= 26.2821

Train epoch 23
[E23B0  |    448/60000 (  1%) ] Loss: 0.7657 top1= 79.8295

=== Log global consensus distance @ E23B0 ===
consensus_distance=0.917



=== Log clique consensus distance @ E23B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.721


[E23B10 |   4928/60000 (  8%) ] Loss: 0.8143 top1= 74.1477

=== Log global consensus distance @ E23B10 ===
consensus_distance=0.939



=== Log clique consensus distance @ E23B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.810


[E23B20 |   9408/60000 ( 16%) ] Loss: 0.8008 top1= 75.2841

=== Log global consensus distance @ E23B20 ===
consensus_distance=0.962



=== Log clique consensus distance @ E23B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.903



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.9703 top1= 36.8189


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6334 top1= 28.4355


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2505 top1= 26.2921

Train epoch 24
[E24B0  |    448/60000 (  1%) ] Loss: 0.7437 top1= 79.8295

=== Log global consensus distance @ E24B0 ===
consensus_distance=0.984



=== Log clique consensus distance @ E24B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.993


[E24B10 |   4928/60000 (  8%) ] Loss: 0.7930 top1= 75.0000

=== Log global consensus distance @ E24B10 ===
consensus_distance=1.006



=== Log clique consensus distance @ E24B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=4.084


[E24B20 |   9408/60000 ( 16%) ] Loss: 0.7806 top1= 75.2841

=== Log global consensus distance @ E24B20 ===
consensus_distance=1.029



=== Log clique consensus distance @ E24B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=4.178



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.9555 top1= 38.0909


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6283 top1= 28.5457


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2566 top1= 26.3421

Train epoch 25
[E25B0  |    448/60000 (  1%) ] Loss: 0.7234 top1= 80.1136

=== Log global consensus distance @ E25B0 ===
consensus_distance=1.052



=== Log clique consensus distance @ E25B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=4.271


[E25B10 |   4928/60000 (  8%) ] Loss: 0.7732 top1= 75.5682

=== Log global consensus distance @ E25B10 ===
consensus_distance=1.075



=== Log clique consensus distance @ E25B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=4.363


[E25B20 |   9408/60000 ( 16%) ] Loss: 0.7622 top1= 75.8523

=== Log global consensus distance @ E25B20 ===
consensus_distance=1.099



=== Log clique consensus distance @ E25B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=4.458



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.9424 top1= 39.3129


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6220 top1= 28.7560


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2642 top1= 26.3722

Train epoch 26
[E26B0  |    448/60000 (  1%) ] Loss: 0.7048 top1= 80.3977

=== Log global consensus distance @ E26B0 ===
consensus_distance=1.122



=== Log clique consensus distance @ E26B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=4.553


[E26B10 |   4928/60000 (  8%) ] Loss: 0.7546 top1= 76.4205

=== Log global consensus distance @ E26B10 ===
consensus_distance=1.145



=== Log clique consensus distance @ E26B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=4.646


[E26B20 |   9408/60000 ( 16%) ] Loss: 0.7453 top1= 76.1364

=== Log global consensus distance @ E26B20 ===
consensus_distance=1.169



=== Log clique consensus distance @ E26B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=4.744



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.9309 top1= 40.3045


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6160 top1= 28.9263


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2730 top1= 26.4123

Train epoch 27
[E27B0  |    448/60000 (  1%) ] Loss: 0.6878 top1= 80.3977

=== Log global consensus distance @ E27B0 ===
consensus_distance=1.193



=== Log clique consensus distance @ E27B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=4.840


[E27B10 |   4928/60000 (  8%) ] Loss: 0.7372 top1= 78.1250

=== Log global consensus distance @ E27B10 ===
consensus_distance=1.216



=== Log clique consensus distance @ E27B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=4.936


[E27B20 |   9408/60000 ( 16%) ] Loss: 0.7299 top1= 76.4205

=== Log global consensus distance @ E27B20 ===
consensus_distance=1.241



=== Log clique consensus distance @ E27B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.035



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.9208 top1= 41.1458


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6108 top1= 29.0865


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2823 top1= 26.4623

Train epoch 28
[E28B0  |    448/60000 (  1%) ] Loss: 0.6722 top1= 80.3977

=== Log global consensus distance @ E28B0 ===
consensus_distance=1.265



=== Log clique consensus distance @ E28B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.133


[E28B10 |   4928/60000 (  8%) ] Loss: 0.7209 top1= 78.9773

=== Log global consensus distance @ E28B10 ===
consensus_distance=1.289



=== Log clique consensus distance @ E28B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.230


[E28B20 |   9408/60000 ( 16%) ] Loss: 0.7155 top1= 76.7045

=== Log global consensus distance @ E28B20 ===
consensus_distance=1.314



=== Log clique consensus distance @ E28B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.332



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.9117 top1= 42.2175


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6056 top1= 29.2067


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2922 top1= 26.6426

Train epoch 29
[E29B0  |    448/60000 (  1%) ] Loss: 0.6577 top1= 80.6818

=== Log global consensus distance @ E29B0 ===
consensus_distance=1.338



=== Log clique consensus distance @ E29B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.432


[E29B10 |   4928/60000 (  8%) ] Loss: 0.7054 top1= 79.5455

=== Log global consensus distance @ E29B10 ===
consensus_distance=1.363



=== Log clique consensus distance @ E29B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.531


[E29B20 |   9408/60000 ( 16%) ] Loss: 0.7022 top1= 76.9886

=== Log global consensus distance @ E29B20 ===
consensus_distance=1.388



=== Log clique consensus distance @ E29B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.634



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.9037 top1= 42.9988


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6007 top1= 29.3670


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3023 top1= 26.7328

Train epoch 30
[E30B0  |    448/60000 (  1%) ] Loss: 0.6444 top1= 80.3977

=== Log global consensus distance @ E30B0 ===
consensus_distance=1.413



=== Log clique consensus distance @ E30B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.736


[E30B10 |   4928/60000 (  8%) ] Loss: 0.6908 top1= 80.9659

=== Log global consensus distance @ E30B10 ===
consensus_distance=1.438



=== Log clique consensus distance @ E30B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.837


[E30B20 |   9408/60000 ( 16%) ] Loss: 0.6898 top1= 77.2727

=== Log global consensus distance @ E30B20 ===
consensus_distance=1.464



=== Log clique consensus distance @ E30B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.942



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8968 top1= 43.2993


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5963 top1= 29.5974


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3125 top1= 26.8530

Train epoch 31
[E31B0  |    448/60000 (  1%) ] Loss: 0.6319 top1= 80.3977

=== Log global consensus distance @ E31B0 ===
consensus_distance=1.490



=== Log clique consensus distance @ E31B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=6.047


[E31B10 |   4928/60000 (  8%) ] Loss: 0.6769 top1= 81.5341

=== Log global consensus distance @ E31B10 ===
consensus_distance=1.515



=== Log clique consensus distance @ E31B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=6.150


[E31B20 |   9408/60000 ( 16%) ] Loss: 0.6783 top1= 77.2727

=== Log global consensus distance @ E31B20 ===
consensus_distance=1.542



=== Log clique consensus distance @ E31B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=6.257



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8910 top1= 43.7700


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5924 top1= 29.7676


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3225 top1= 26.9932

Train epoch 32
[E32B0  |    448/60000 (  1%) ] Loss: 0.6202 top1= 80.6818

=== Log global consensus distance @ E32B0 ===
consensus_distance=1.568



=== Log clique consensus distance @ E32B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=6.364


[E32B10 |   4928/60000 (  8%) ] Loss: 0.6638 top1= 81.2500

=== Log global consensus distance @ E32B10 ===
consensus_distance=1.594



=== Log clique consensus distance @ E32B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=6.469


[E32B20 |   9408/60000 ( 16%) ] Loss: 0.6674 top1= 77.5568

=== Log global consensus distance @ E32B20 ===
consensus_distance=1.621



=== Log clique consensus distance @ E32B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=6.578



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8865 top1= 44.0104


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5886 top1= 29.9479


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3326 top1= 27.1334

Train epoch 33
[E33B0  |    448/60000 (  1%) ] Loss: 0.6092 top1= 81.2500

=== Log global consensus distance @ E33B0 ===
consensus_distance=1.648



=== Log clique consensus distance @ E33B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=6.687


[E33B10 |   4928/60000 (  8%) ] Loss: 0.6513 top1= 81.8182

=== Log global consensus distance @ E33B10 ===
consensus_distance=1.674



=== Log clique consensus distance @ E33B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=6.794


[E33B20 |   9408/60000 ( 16%) ] Loss: 0.6569 top1= 78.4091

=== Log global consensus distance @ E33B20 ===
consensus_distance=1.701



=== Log clique consensus distance @ E33B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=6.905



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8825 top1= 44.2909


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5856 top1= 30.0481


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3423 top1= 27.3037

Train epoch 34
[E34B0  |    448/60000 (  1%) ] Loss: 0.5988 top1= 81.8182

=== Log global consensus distance @ E34B0 ===
consensus_distance=1.729



=== Log clique consensus distance @ E34B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=7.016


[E34B10 |   4928/60000 (  8%) ] Loss: 0.6392 top1= 81.5341

=== Log global consensus distance @ E34B10 ===
consensus_distance=1.756



=== Log clique consensus distance @ E34B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=7.126


[E34B20 |   9408/60000 ( 16%) ] Loss: 0.6470 top1= 78.6932

=== Log global consensus distance @ E34B20 ===
consensus_distance=1.784



=== Log clique consensus distance @ E34B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=7.239



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8793 top1= 44.4611


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5832 top1= 30.1583


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3519 top1= 27.4940

Train epoch 35
[E35B0  |    448/60000 (  1%) ] Loss: 0.5889 top1= 82.1023

=== Log global consensus distance @ E35B0 ===
consensus_distance=1.811



=== Log clique consensus distance @ E35B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=7.352


[E35B10 |   4928/60000 (  8%) ] Loss: 0.6279 top1= 81.8182

=== Log global consensus distance @ E35B10 ===
consensus_distance=1.839



=== Log clique consensus distance @ E35B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=7.463


[E35B20 |   9408/60000 ( 16%) ] Loss: 0.6373 top1= 79.5455

=== Log global consensus distance @ E35B20 ===
consensus_distance=1.867



=== Log clique consensus distance @ E35B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=7.578



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8769 top1= 44.5613


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5809 top1= 30.3586


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3614 top1= 27.7544

Train epoch 36
[E36B0  |    448/60000 (  1%) ] Loss: 0.5795 top1= 82.6705

=== Log global consensus distance @ E36B0 ===
consensus_distance=1.896



=== Log clique consensus distance @ E36B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=7.694


[E36B10 |   4928/60000 (  8%) ] Loss: 0.6170 top1= 82.3864

=== Log global consensus distance @ E36B10 ===
consensus_distance=1.924



=== Log clique consensus distance @ E36B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=7.807


[E36B20 |   9408/60000 ( 16%) ] Loss: 0.6280 top1= 79.8295

=== Log global consensus distance @ E36B20 ===
consensus_distance=1.952



=== Log clique consensus distance @ E36B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=7.924



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8751 top1= 44.5212


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5792 top1= 30.5489


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3701 top1= 28.0148

Train epoch 37
[E37B0  |    448/60000 (  1%) ] Loss: 0.5704 top1= 83.2386

=== Log global consensus distance @ E37B0 ===
consensus_distance=1.981



=== Log clique consensus distance @ E37B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=8.042


[E37B10 |   4928/60000 (  8%) ] Loss: 0.6064 top1= 82.3864

=== Log global consensus distance @ E37B10 ===
consensus_distance=2.010



=== Log clique consensus distance @ E37B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=8.158


[E37B20 |   9408/60000 ( 16%) ] Loss: 0.6190 top1= 79.8295

=== Log global consensus distance @ E37B20 ===
consensus_distance=2.039



=== Log clique consensus distance @ E37B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=8.277



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8741 top1= 44.5613


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5776 top1= 30.7091


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3790 top1= 28.3654

Train epoch 38
[E38B0  |    448/60000 (  1%) ] Loss: 0.5618 top1= 83.5227

=== Log global consensus distance @ E38B0 ===
consensus_distance=2.069



=== Log clique consensus distance @ E38B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=8.397


[E38B10 |   4928/60000 (  8%) ] Loss: 0.5965 top1= 82.3864

=== Log global consensus distance @ E38B10 ===
consensus_distance=2.098



=== Log clique consensus distance @ E38B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=8.515


[E38B20 |   9408/60000 ( 16%) ] Loss: 0.6104 top1= 79.8295

=== Log global consensus distance @ E38B20 ===
consensus_distance=2.128



=== Log clique consensus distance @ E38B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=8.636



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8735 top1= 44.5012


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5766 top1= 30.9095


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3874 top1= 28.6258

Train epoch 39
[E39B0  |    448/60000 (  1%) ] Loss: 0.5535 top1= 84.0909

=== Log global consensus distance @ E39B0 ===
consensus_distance=2.158



=== Log clique consensus distance @ E39B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=8.759


[E39B10 |   4928/60000 (  8%) ] Loss: 0.5870 top1= 82.1023

=== Log global consensus distance @ E39B10 ===
consensus_distance=2.188



=== Log clique consensus distance @ E39B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=8.879


[E39B20 |   9408/60000 ( 16%) ] Loss: 0.6022 top1= 80.1136

=== Log global consensus distance @ E39B20 ===
consensus_distance=2.218



=== Log clique consensus distance @ E39B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=9.002



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8736 top1= 44.4611


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5758 top1= 31.0597


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3953 top1= 28.8462

Train epoch 40
[E40B0  |    448/60000 (  1%) ] Loss: 0.5457 top1= 84.3750

=== Log global consensus distance @ E40B0 ===
consensus_distance=2.249



=== Log clique consensus distance @ E40B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=9.127


[E40B10 |   4928/60000 (  8%) ] Loss: 0.5781 top1= 82.9545

=== Log global consensus distance @ E40B10 ===
consensus_distance=2.279



=== Log clique consensus distance @ E40B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=9.251


[E40B20 |   9408/60000 ( 16%) ] Loss: 0.5944 top1= 80.1136

=== Log global consensus distance @ E40B20 ===
consensus_distance=2.310



=== Log clique consensus distance @ E40B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=9.376



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8742 top1= 44.4311


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5748 top1= 31.1699


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4030 top1= 29.1466

