
=== Start adding workers ===
=> Add worker SGDMWorker(index=0, momentum=0.9)
=> Add worker SGDMWorker(index=1, momentum=0.9)
=> Add worker SGDMWorker(index=2, momentum=0.9)
=> Add worker SGDMWorker(index=3, momentum=0.9)
=> Add worker SGDMWorker(index=4, momentum=0.9)
=> Add worker SGDMWorker(index=5, momentum=0.9)
=> Add worker SGDMWorker(index=6, momentum=0.9)
=> Add worker SGDMWorker(index=7, momentum=0.9)
=> Add worker SGDMWorker(index=8, momentum=0.9)
=> Add worker SGDMWorker(index=9, momentum=0.9)
=> Add worker SGDMWorker(index=10, momentum=0.9)
=> Add worker ByzantineWorker(index=11)

=== Start adding graph ===
TwoCliquesWithByzantine(m=5,b=1)

Train epoch 1
[E 1B0  |    384/60000 (  1%) ] Loss: 2.3028 top1=  8.5227

=== Peeking data label distribution E1B0 ===
Worker 0 has targets: tensor([9, 8, 5, 7, 7], device='cuda:0')
Worker 1 has targets: tensor([3, 9, 0, 3, 0], device='cuda:0')
Worker 2 has targets: tensor([5, 4, 2, 3, 6], device='cuda:0')
Worker 3 has targets: tensor([4, 0, 1, 5, 7], device='cuda:0')
Worker 4 has targets: tensor([7, 6, 6, 1, 8], device='cuda:0')
Worker 5 has targets: tensor([4, 8, 5, 6, 9], device='cuda:0')
Worker 6 has targets: tensor([9, 9, 5, 0, 2], device='cuda:0')
Worker 7 has targets: tensor([6, 9, 4, 1, 1], device='cuda:0')
Worker 8 has targets: tensor([8, 3, 7, 4, 0], device='cuda:0')
Worker 9 has targets: tensor([8, 1, 4, 4, 7], device='cuda:0')
Worker 10 has targets: tensor([7, 3, 1, 0, 9], device='cuda:0')
Worker 11 has targets: tensor([4, 2, 8, 0, 2], device='cuda:0')



=== Log global consensus distance @ E1B0 ===
consensus_distance=0.000



=== Log clique consensus distance @ E1B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000


[E 1B10 |   4224/60000 (  7%) ] Loss: 2.2662 top1= 18.7500

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



=== Log clique consensus distance @ E1B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.001


[E 1B20 |   8064/60000 ( 13%) ] Loss: 2.1961 top1= 29.5455

=== Log global consensus distance @ E1B20 ===
consensus_distance=0.009



=== Log clique consensus distance @ E1B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.002



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1185 top1= 44.6514


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1188 top1= 51.0317


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1147 top1= 48.6278

Train epoch 2
[E 2B0  |    384/60000 (  1%) ] Loss: 2.0772 top1= 37.7841

=== Log global consensus distance @ E2B0 ===
consensus_distance=0.050



=== Log clique consensus distance @ E2B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.005


[E 2B10 |   4224/60000 (  7%) ] Loss: 1.9818 top1= 40.0568

=== Log global consensus distance @ E2B10 ===
consensus_distance=0.056



=== Log clique consensus distance @ E2B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.007


[E 2B20 |   8064/60000 ( 13%) ] Loss: 1.8222 top1= 45.1705

=== Log global consensus distance @ E2B20 ===
consensus_distance=0.056



=== Log clique consensus distance @ E2B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.008



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.6087 top1= 52.3337


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6287 top1= 54.7877


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.6268 top1= 55.5789

Train epoch 3
[E 3B0  |    384/60000 (  1%) ] Loss: 1.6679 top1= 46.0227

=== Log global consensus distance @ E3B0 ===
consensus_distance=0.056



=== Log clique consensus distance @ E3B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.009


[E 3B10 |   4224/60000 (  7%) ] Loss: 1.4917 top1= 53.6932

=== Log global consensus distance @ E3B10 ===
consensus_distance=0.057



=== Log clique consensus distance @ E3B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.009


[E 3B20 |   8064/60000 ( 13%) ] Loss: 1.3277 top1= 59.0909

=== Log global consensus distance @ E3B20 ===
consensus_distance=0.057



=== Log clique consensus distance @ E3B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.011



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0240 top1= 71.9050


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.0254 top1= 74.5994


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.0291 top1= 73.6779

Train epoch 4
[E 4B0  |    384/60000 (  1%) ] Loss: 1.2314 top1= 60.5114

=== Log global consensus distance @ E4B0 ===
consensus_distance=0.057



=== Log clique consensus distance @ E4B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.012


[E 4B10 |   4224/60000 (  7%) ] Loss: 1.1181 top1= 64.2045

=== Log global consensus distance @ E4B10 ===
consensus_distance=0.058



=== Log clique consensus distance @ E4B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.013


[E 4B20 |   8064/60000 ( 13%) ] Loss: 1.0125 top1= 67.3295

=== Log global consensus distance @ E4B20 ===
consensus_distance=0.058



=== Log clique consensus distance @ E4B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.015



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7519 top1= 78.1250


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.7354 top1= 80.1282


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.7401 top1= 79.6274

Train epoch 5
[E 5B0  |    384/60000 (  1%) ] Loss: 1.0051 top1= 67.8977

=== Log global consensus distance @ E5B0 ===
consensus_distance=0.058



=== Log clique consensus distance @ E5B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.016


[E 5B10 |   4224/60000 (  7%) ] Loss: 0.9537 top1= 71.3068

=== Log global consensus distance @ E5B10 ===
consensus_distance=0.059



=== Log clique consensus distance @ E5B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.018


[E 5B20 |   8064/60000 ( 13%) ] Loss: 0.8979 top1= 71.3068

=== Log global consensus distance @ E5B20 ===
consensus_distance=0.059



=== Log clique consensus distance @ E5B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.019



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6472 top1= 80.7192


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.6226 top1= 82.6723


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.6265 top1= 82.3117

Train epoch 6
[E 6B0  |    384/60000 (  1%) ] Loss: 0.9287 top1= 71.8750

=== Log global consensus distance @ E6B0 ===
consensus_distance=0.060



=== Log clique consensus distance @ E6B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.020


[E 6B10 |   4224/60000 (  7%) ] Loss: 0.8915 top1= 73.8636

=== Log global consensus distance @ E6B10 ===
consensus_distance=0.060



=== Log clique consensus distance @ E6B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.022


[E 6B20 |   8064/60000 ( 13%) ] Loss: 0.8987 top1= 73.0114

=== Log global consensus distance @ E6B20 ===
consensus_distance=0.061



=== Log clique consensus distance @ E6B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.024



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6230 top1= 81.0697


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5821 top1= 83.3433


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5842 top1= 83.0629

Train epoch 7
[E 7B0  |    384/60000 (  1%) ] Loss: 0.9395 top1= 73.0114

=== Log global consensus distance @ E7B0 ===
consensus_distance=0.061



=== Log clique consensus distance @ E7B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.025


[E 7B10 |   4224/60000 (  7%) ] Loss: 0.8919 top1= 73.5795

=== Log global consensus distance @ E7B10 ===
consensus_distance=0.062



=== Log clique consensus distance @ E7B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.027


[E 7B20 |   8064/60000 ( 13%) ] Loss: 0.9578 top1= 71.0227

=== Log global consensus distance @ E7B20 ===
consensus_distance=0.062



=== Log clique consensus distance @ E7B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.030



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6557 top1= 80.0581


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5838 top1= 82.7224


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5820 top1= 82.6522

Train epoch 8
[E 8B0  |    384/60000 (  1%) ] Loss: 1.0101 top1= 70.1705

=== Log global consensus distance @ E8B0 ===
consensus_distance=0.063



=== Log clique consensus distance @ E8B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.032


[E 8B10 |   4224/60000 (  7%) ] Loss: 0.9459 top1= 73.5795

=== Log global consensus distance @ E8B10 ===
consensus_distance=0.064



=== Log clique consensus distance @ E8B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.034


[E 8B20 |   8064/60000 ( 13%) ] Loss: 1.0539 top1= 69.8864

=== Log global consensus distance @ E8B20 ===
consensus_distance=0.065



=== Log clique consensus distance @ E8B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.037



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7340 top1= 78.3554


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.6117 top1= 81.5505


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.6105 top1= 81.8109

Train epoch 9
[E 9B0  |    384/60000 (  1%) ] Loss: 1.1150 top1= 69.8864

=== Log global consensus distance @ E9B0 ===
consensus_distance=0.065



=== Log clique consensus distance @ E9B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.040


[E 9B10 |   4224/60000 (  7%) ] Loss: 1.0354 top1= 73.0114

=== Log global consensus distance @ E9B10 ===
consensus_distance=0.066



=== Log clique consensus distance @ E9B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.042


[E 9B20 |   8064/60000 ( 13%) ] Loss: 1.1552 top1= 67.3295

=== Log global consensus distance @ E9B20 ===
consensus_distance=0.067



=== Log clique consensus distance @ E9B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.046



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8240 top1= 76.9030


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.6468 top1= 80.6090


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.6519 top1= 80.6991

Train epoch 10
[E10B0  |    384/60000 (  1%) ] Loss: 1.2444 top1= 69.3182

=== Log global consensus distance @ E10B0 ===
consensus_distance=0.068



=== Log clique consensus distance @ E10B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.050


[E10B10 |   4224/60000 (  7%) ] Loss: 1.1179 top1= 72.4432

=== Log global consensus distance @ E10B10 ===
consensus_distance=0.069



=== Log clique consensus distance @ E10B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.053


[E10B20 |   8064/60000 ( 13%) ] Loss: 1.2412 top1= 66.7614

=== Log global consensus distance @ E10B20 ===
consensus_distance=0.071



=== Log clique consensus distance @ E10B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.058



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8985 top1= 75.9816


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.6779 top1= 80.1683


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.6876 top1= 79.7175

Train epoch 11
[E11B0  |    384/60000 (  1%) ] Loss: 1.3486 top1= 67.0455

=== Log global consensus distance @ E11B0 ===
consensus_distance=0.072



=== Log clique consensus distance @ E11B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.062


[E11B10 |   4224/60000 (  7%) ] Loss: 1.1928 top1= 70.7386

=== Log global consensus distance @ E11B10 ===
consensus_distance=0.073



=== Log clique consensus distance @ E11B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.065


[E11B20 |   8064/60000 ( 13%) ] Loss: 1.3103 top1= 66.7614

=== Log global consensus distance @ E11B20 ===
consensus_distance=0.074



=== Log clique consensus distance @ E11B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.069



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9290 top1= 76.1919


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.6934 top1= 80.0381


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.6999 top1= 79.6374

Train epoch 12
[E12B0  |    384/60000 (  1%) ] Loss: 1.3984 top1= 67.0455

=== Log global consensus distance @ E12B0 ===
consensus_distance=0.075



=== Log clique consensus distance @ E12B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.073


[E12B10 |   4224/60000 (  7%) ] Loss: 1.2568 top1= 69.0341

=== Log global consensus distance @ E12B10 ===
consensus_distance=0.076



=== Log clique consensus distance @ E12B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.076


[E12B20 |   8064/60000 ( 13%) ] Loss: 1.3714 top1= 66.7614

=== Log global consensus distance @ E12B20 ===
consensus_distance=0.077



=== Log clique consensus distance @ E12B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.080



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9607 top1= 76.5625


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.7029 top1= 80.0080


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.7107 top1= 79.6474

Train epoch 13
[E13B0  |    384/60000 (  1%) ] Loss: 1.4269 top1= 67.3295

=== Log global consensus distance @ E13B0 ===
consensus_distance=0.077



=== Log clique consensus distance @ E13B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.083


[E13B10 |   4224/60000 (  7%) ] Loss: 1.2965 top1= 68.7500

=== Log global consensus distance @ E13B10 ===
consensus_distance=0.078



=== Log clique consensus distance @ E13B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.084


[E13B20 |   8064/60000 ( 13%) ] Loss: 1.3975 top1= 66.1932

=== Log global consensus distance @ E13B20 ===
consensus_distance=0.079



=== Log clique consensus distance @ E13B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.086



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9803 top1= 76.7328


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.7091 top1= 79.9079


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.7160 top1= 80.0080

Train epoch 14
[E14B0  |    384/60000 (  1%) ] Loss: 1.4395 top1= 66.1932

=== Log global consensus distance @ E14B0 ===
consensus_distance=0.079



=== Log clique consensus distance @ E14B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.089


[E14B10 |   4224/60000 (  7%) ] Loss: 1.3124 top1= 68.4659

=== Log global consensus distance @ E14B10 ===
consensus_distance=0.080



=== Log clique consensus distance @ E14B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.091


[E14B20 |   8064/60000 ( 13%) ] Loss: 1.4335 top1= 66.1932

=== Log global consensus distance @ E14B20 ===
consensus_distance=0.080



=== Log clique consensus distance @ E14B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.093



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9542 top1= 77.5741


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.7007 top1= 80.1883


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.7097 top1= 80.2083

Train epoch 15
[E15B0  |    384/60000 (  1%) ] Loss: 1.4550 top1= 67.3295

=== Log global consensus distance @ E15B0 ===
consensus_distance=0.081



=== Log clique consensus distance @ E15B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.096


[E15B10 |   4224/60000 (  7%) ] Loss: 1.3142 top1= 68.1818

=== Log global consensus distance @ E15B10 ===
consensus_distance=0.082



=== Log clique consensus distance @ E15B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.098


[E15B20 |   8064/60000 ( 13%) ] Loss: 1.4307 top1= 66.7614

=== Log global consensus distance @ E15B20 ===
consensus_distance=0.082



=== Log clique consensus distance @ E15B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.099



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9588 top1= 77.6943


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.7039 top1= 80.2684


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.7124 top1= 80.2684

Train epoch 16
[E16B0  |    384/60000 (  1%) ] Loss: 1.4726 top1= 66.1932

=== Log global consensus distance @ E16B0 ===
consensus_distance=0.082



=== Log clique consensus distance @ E16B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.101


[E16B10 |   4224/60000 (  7%) ] Loss: 1.3273 top1= 67.3295

=== Log global consensus distance @ E16B10 ===
consensus_distance=0.083



=== Log clique consensus distance @ E16B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.103


[E16B20 |   8064/60000 ( 13%) ] Loss: 1.4324 top1= 67.0455

=== Log global consensus distance @ E16B20 ===
consensus_distance=0.083



=== Log clique consensus distance @ E16B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.104



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9659 top1= 77.8446


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.7041 top1= 80.3385


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.7139 top1= 80.2885

Train epoch 17
[E17B0  |    384/60000 (  1%) ] Loss: 1.4823 top1= 66.7614

=== Log global consensus distance @ E17B0 ===
consensus_distance=0.083



=== Log clique consensus distance @ E17B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.105


[E17B10 |   4224/60000 (  7%) ] Loss: 1.3277 top1= 67.6136

=== Log global consensus distance @ E17B10 ===
consensus_distance=0.084



=== Log clique consensus distance @ E17B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.107


[E17B20 |   8064/60000 ( 13%) ] Loss: 1.4357 top1= 67.3295

=== Log global consensus distance @ E17B20 ===
consensus_distance=0.084



=== Log clique consensus distance @ E17B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.108



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9654 top1= 77.8846


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.7009 top1= 80.4788


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.7148 top1= 80.3786

Train epoch 18
[E18B0  |    384/60000 (  1%) ] Loss: 1.4871 top1= 67.0455

=== Log global consensus distance @ E18B0 ===
consensus_distance=0.084



=== Log clique consensus distance @ E18B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.109


[E18B10 |   4224/60000 (  7%) ] Loss: 1.3294 top1= 68.4659

=== Log global consensus distance @ E18B10 ===
consensus_distance=0.085



=== Log clique consensus distance @ E18B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.111


[E18B20 |   8064/60000 ( 13%) ] Loss: 1.4418 top1= 66.4773

=== Log global consensus distance @ E18B20 ===
consensus_distance=0.085



=== Log clique consensus distance @ E18B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.111



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9636 top1= 78.0950


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.7002 top1= 80.5188


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.7131 top1= 80.4287

Train epoch 19
[E19B0  |    384/60000 (  1%) ] Loss: 1.4877 top1= 67.3295

=== Log global consensus distance @ E19B0 ===
consensus_distance=0.085



=== Log clique consensus distance @ E19B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.113


[E19B10 |   4224/60000 (  7%) ] Loss: 1.3339 top1= 68.1818

=== Log global consensus distance @ E19B10 ===
consensus_distance=0.086



=== Log clique consensus distance @ E19B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.114


[E19B20 |   8064/60000 ( 13%) ] Loss: 1.4407 top1= 67.0455

=== Log global consensus distance @ E19B20 ===
consensus_distance=0.086



=== Log clique consensus distance @ E19B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.115



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9629 top1= 78.1250


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.6974 top1= 80.5789


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.7120 top1= 80.3586

Train epoch 20
[E20B0  |    384/60000 (  1%) ] Loss: 1.4840 top1= 67.3295

=== Log global consensus distance @ E20B0 ===
consensus_distance=0.086



=== Log clique consensus distance @ E20B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.116


[E20B10 |   4224/60000 (  7%) ] Loss: 1.3354 top1= 67.8977

=== Log global consensus distance @ E20B10 ===
consensus_distance=0.086



=== Log clique consensus distance @ E20B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.117


[E20B20 |   8064/60000 ( 13%) ] Loss: 1.4406 top1= 67.0455

=== Log global consensus distance @ E20B20 ===
consensus_distance=0.087



=== Log clique consensus distance @ E20B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.117



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9637 top1= 78.2051


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.6969 top1= 80.6090


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.7117 top1= 80.4087

Train epoch 21
[E21B0  |    384/60000 (  1%) ] Loss: 1.4836 top1= 67.0455

=== Log global consensus distance @ E21B0 ===
consensus_distance=0.086



=== Log clique consensus distance @ E21B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.118


[E21B10 |   4224/60000 (  7%) ] Loss: 1.3342 top1= 67.6136

=== Log global consensus distance @ E21B10 ===
consensus_distance=0.087



=== Log clique consensus distance @ E21B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.120


[E21B20 |   8064/60000 ( 13%) ] Loss: 1.4375 top1= 68.1818

=== Log global consensus distance @ E21B20 ===
consensus_distance=0.087



=== Log clique consensus distance @ E21B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.120



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9614 top1= 78.2652


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.6935 top1= 80.7292


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.7103 top1= 80.4487

Train epoch 22
[E22B0  |    384/60000 (  1%) ] Loss: 1.4758 top1= 67.6136

=== Log global consensus distance @ E22B0 ===
consensus_distance=0.087



=== Log clique consensus distance @ E22B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.120


[E22B10 |   4224/60000 (  7%) ] Loss: 1.3314 top1= 67.6136

=== Log global consensus distance @ E22B10 ===
consensus_distance=0.087



=== Log clique consensus distance @ E22B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.121


[E22B20 |   8064/60000 ( 13%) ] Loss: 1.4346 top1= 67.8977

=== Log global consensus distance @ E22B20 ===
consensus_distance=0.088



=== Log clique consensus distance @ E22B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.121



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9616 top1= 78.3153


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.6930 top1= 80.7893


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.7091 top1= 80.5389

Train epoch 23
[E23B0  |    384/60000 (  1%) ] Loss: 1.4768 top1= 67.0455

=== Log global consensus distance @ E23B0 ===
consensus_distance=0.087



=== Log clique consensus distance @ E23B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.122


[E23B10 |   4224/60000 (  7%) ] Loss: 1.3296 top1= 67.8977

=== Log global consensus distance @ E23B10 ===
consensus_distance=0.088



=== Log clique consensus distance @ E23B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.123


[E23B20 |   8064/60000 ( 13%) ] Loss: 1.4349 top1= 67.0455

=== Log global consensus distance @ E23B20 ===
consensus_distance=0.088



=== Log clique consensus distance @ E23B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.123



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9606 top1= 78.3053


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.6908 top1= 80.8193


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.7083 top1= 80.5789

Train epoch 24
[E24B0  |    384/60000 (  1%) ] Loss: 1.4735 top1= 67.3295

=== Log global consensus distance @ E24B0 ===
consensus_distance=0.087



=== Log clique consensus distance @ E24B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.123


[E24B10 |   4224/60000 (  7%) ] Loss: 1.3269 top1= 67.8977

=== Log global consensus distance @ E24B10 ===
consensus_distance=0.088



=== Log clique consensus distance @ E24B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.124


[E24B20 |   8064/60000 ( 13%) ] Loss: 1.4315 top1= 68.1818

=== Log global consensus distance @ E24B20 ===
consensus_distance=0.088



=== Log clique consensus distance @ E24B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.124



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9600 top1= 78.3554


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.6897 top1= 80.8894


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.7072 top1= 80.5789

Train epoch 25
[E25B0  |    384/60000 (  1%) ] Loss: 1.4711 top1= 67.6136

=== Log global consensus distance @ E25B0 ===
consensus_distance=0.088



=== Log clique consensus distance @ E25B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.124


[E25B10 |   4224/60000 (  7%) ] Loss: 1.3253 top1= 67.8977

=== Log global consensus distance @ E25B10 ===
consensus_distance=0.088



=== Log clique consensus distance @ E25B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.125


[E25B20 |   8064/60000 ( 13%) ] Loss: 1.4282 top1= 67.6136

=== Log global consensus distance @ E25B20 ===
consensus_distance=0.088



=== Log clique consensus distance @ E25B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.124



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9592 top1= 78.3754


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.6886 top1= 81.0196


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.7060 top1= 80.6791

Train epoch 26
[E26B0  |    384/60000 (  1%) ] Loss: 1.4692 top1= 67.3295

=== Log global consensus distance @ E26B0 ===
consensus_distance=0.088



=== Log clique consensus distance @ E26B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.125


[E26B10 |   4224/60000 (  7%) ] Loss: 1.3249 top1= 67.8977

=== Log global consensus distance @ E26B10 ===
consensus_distance=0.088



=== Log clique consensus distance @ E26B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.125


[E26B20 |   8064/60000 ( 13%) ] Loss: 1.4273 top1= 67.6136

=== Log global consensus distance @ E26B20 ===
consensus_distance=0.088



=== Log clique consensus distance @ E26B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.125



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9586 top1= 78.4054


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.6872 top1= 81.0697


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.7050 top1= 80.7091

Train epoch 27
[E27B0  |    384/60000 (  1%) ] Loss: 1.4675 top1= 67.6136

=== Log global consensus distance @ E27B0 ===
consensus_distance=0.088



=== Log clique consensus distance @ E27B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.126


[E27B10 |   4224/60000 (  7%) ] Loss: 1.3231 top1= 67.8977

=== Log global consensus distance @ E27B10 ===
consensus_distance=0.089



=== Log clique consensus distance @ E27B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.126


[E27B20 |   8064/60000 ( 13%) ] Loss: 1.4244 top1= 67.3295

=== Log global consensus distance @ E27B20 ===
consensus_distance=0.089



=== Log clique consensus distance @ E27B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.126



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9575 top1= 78.4155


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.6860 top1= 81.1098


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.7040 top1= 80.7292

Train epoch 28
[E28B0  |    384/60000 (  1%) ] Loss: 1.4641 top1= 67.3295

=== Log global consensus distance @ E28B0 ===
consensus_distance=0.088



=== Log clique consensus distance @ E28B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.126


[E28B10 |   4224/60000 (  7%) ] Loss: 1.3227 top1= 68.1818

=== Log global consensus distance @ E28B10 ===
consensus_distance=0.089



=== Log clique consensus distance @ E28B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.127


[E28B20 |   8064/60000 ( 13%) ] Loss: 1.4224 top1= 67.3295

=== Log global consensus distance @ E28B20 ===
consensus_distance=0.089



=== Log clique consensus distance @ E28B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.126



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9574 top1= 78.4455


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.6849 top1= 81.1398


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.7031 top1= 80.8093

Train epoch 29
[E29B0  |    384/60000 (  1%) ] Loss: 1.4642 top1= 67.3295

=== Log global consensus distance @ E29B0 ===
consensus_distance=0.088



=== Log clique consensus distance @ E29B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.127


[E29B10 |   4224/60000 (  7%) ] Loss: 1.3196 top1= 67.8977

=== Log global consensus distance @ E29B10 ===
consensus_distance=0.089



=== Log clique consensus distance @ E29B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.128


[E29B20 |   8064/60000 ( 13%) ] Loss: 1.4203 top1= 67.8977

=== Log global consensus distance @ E29B20 ===
consensus_distance=0.089



=== Log clique consensus distance @ E29B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.127



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9568 top1= 78.4455


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.6837 top1= 81.1799


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.7029 top1= 80.7792

Train epoch 30
[E30B0  |    384/60000 (  1%) ] Loss: 1.4618 top1= 67.3295

=== Log global consensus distance @ E30B0 ===
consensus_distance=0.088



=== Log clique consensus distance @ E30B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.128


[E30B10 |   4224/60000 (  7%) ] Loss: 1.3198 top1= 68.1818

=== Log global consensus distance @ E30B10 ===
consensus_distance=0.089



=== Log clique consensus distance @ E30B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.128


[E30B20 |   8064/60000 ( 13%) ] Loss: 1.4186 top1= 68.1818

=== Log global consensus distance @ E30B20 ===
consensus_distance=0.089



=== Log clique consensus distance @ E30B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.128



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9564 top1= 78.4956


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.6834 top1= 81.1699


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.7016 top1= 80.8393

Train epoch 31
[E31B0  |    384/60000 (  1%) ] Loss: 1.4609 top1= 67.6136

=== Log global consensus distance @ E31B0 ===
consensus_distance=0.088



=== Log clique consensus distance @ E31B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.128


[E31B10 |   4224/60000 (  7%) ] Loss: 1.3191 top1= 68.4659

=== Log global consensus distance @ E31B10 ===
consensus_distance=0.089



=== Log clique consensus distance @ E31B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.129


[E31B20 |   8064/60000 ( 13%) ] Loss: 1.4191 top1= 68.1818

=== Log global consensus distance @ E31B20 ===
consensus_distance=0.089



=== Log clique consensus distance @ E31B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.129



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9562 top1= 78.5156


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.6821 top1= 81.1699


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.7013 top1= 80.8494

Train epoch 32
[E32B0  |    384/60000 (  1%) ] Loss: 1.4602 top1= 67.6136

=== Log global consensus distance @ E32B0 ===
consensus_distance=0.089



=== Log clique consensus distance @ E32B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.129


[E32B10 |   4224/60000 (  7%) ] Loss: 1.3185 top1= 68.1818

=== Log global consensus distance @ E32B10 ===
consensus_distance=0.089



=== Log clique consensus distance @ E32B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.130


[E32B20 |   8064/60000 ( 13%) ] Loss: 1.4171 top1= 67.6136

=== Log global consensus distance @ E32B20 ===
consensus_distance=0.089



=== Log clique consensus distance @ E32B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.129



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9554 top1= 78.5457


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.6812 top1= 81.2500


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.7000 top1= 80.9195

Train epoch 33
[E33B0  |    384/60000 (  1%) ] Loss: 1.4583 top1= 67.6136

=== Log global consensus distance @ E33B0 ===
consensus_distance=0.089



=== Log clique consensus distance @ E33B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.130


[E33B10 |   4224/60000 (  7%) ] Loss: 1.3167 top1= 68.4659

=== Log global consensus distance @ E33B10 ===
consensus_distance=0.089



=== Log clique consensus distance @ E33B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.130


[E33B20 |   8064/60000 ( 13%) ] Loss: 1.4172 top1= 67.8977

=== Log global consensus distance @ E33B20 ===
consensus_distance=0.089



=== Log clique consensus distance @ E33B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.130



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9551 top1= 78.5457


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.6809 top1= 81.2400


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.6993 top1= 80.9195

Train epoch 34
[E34B0  |    384/60000 (  1%) ] Loss: 1.4577 top1= 67.6136

=== Log global consensus distance @ E34B0 ===
consensus_distance=0.089



=== Log clique consensus distance @ E34B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.130


[E34B10 |   4224/60000 (  7%) ] Loss: 1.3146 top1= 68.4659

=== Log global consensus distance @ E34B10 ===
consensus_distance=0.090



=== Log clique consensus distance @ E34B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.131


[E34B20 |   8064/60000 ( 13%) ] Loss: 1.4157 top1= 68.1818

=== Log global consensus distance @ E34B20 ===
consensus_distance=0.090



=== Log clique consensus distance @ E34B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.131



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9541 top1= 78.5958


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.6797 top1= 81.2700


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.6987 top1= 80.9495

Train epoch 35
[E35B0  |    384/60000 (  1%) ] Loss: 1.4535 top1= 67.6136

=== Log global consensus distance @ E35B0 ===
consensus_distance=0.089



=== Log clique consensus distance @ E35B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.131


[E35B10 |   4224/60000 (  7%) ] Loss: 1.3144 top1= 68.4659

=== Log global consensus distance @ E35B10 ===
consensus_distance=0.090



=== Log clique consensus distance @ E35B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.131


[E35B20 |   8064/60000 ( 13%) ] Loss: 1.4162 top1= 68.1818

=== Log global consensus distance @ E35B20 ===
consensus_distance=0.090



=== Log clique consensus distance @ E35B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.130



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9543 top1= 78.6058


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.6797 top1= 81.2901


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.6981 top1= 80.9796

Train epoch 36
[E36B0  |    384/60000 (  1%) ] Loss: 1.4542 top1= 67.6136

=== Log global consensus distance @ E36B0 ===
consensus_distance=0.089



=== Log clique consensus distance @ E36B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.131


[E36B10 |   4224/60000 (  7%) ] Loss: 1.3133 top1= 68.4659

=== Log global consensus distance @ E36B10 ===
consensus_distance=0.090



=== Log clique consensus distance @ E36B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.132


[E36B20 |   8064/60000 ( 13%) ] Loss: 1.4132 top1= 68.1818

=== Log global consensus distance @ E36B20 ===
consensus_distance=0.090



=== Log clique consensus distance @ E36B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.131



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9537 top1= 78.6258


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.6785 top1= 81.2901


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.6978 top1= 81.0096

Train epoch 37
[E37B0  |    384/60000 (  1%) ] Loss: 1.4533 top1= 67.6136

=== Log global consensus distance @ E37B0 ===
consensus_distance=0.089



=== Log clique consensus distance @ E37B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.131


[E37B10 |   4224/60000 (  7%) ] Loss: 1.3133 top1= 68.4659

=== Log global consensus distance @ E37B10 ===
consensus_distance=0.090



=== Log clique consensus distance @ E37B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.132


[E37B20 |   8064/60000 ( 13%) ] Loss: 1.4145 top1= 68.1818

=== Log global consensus distance @ E37B20 ===
consensus_distance=0.090



=== Log clique consensus distance @ E37B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.132



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9537 top1= 78.6158


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.6783 top1= 81.3502


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.6969 top1= 80.9796

Train epoch 38
[E38B0  |    384/60000 (  1%) ] Loss: 1.4524 top1= 67.6136

=== Log global consensus distance @ E38B0 ===
consensus_distance=0.089



=== Log clique consensus distance @ E38B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.132


[E38B10 |   4224/60000 (  7%) ] Loss: 1.3114 top1= 68.4659

=== Log global consensus distance @ E38B10 ===
consensus_distance=0.090



=== Log clique consensus distance @ E38B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.133


[E38B20 |   8064/60000 ( 13%) ] Loss: 1.4121 top1= 68.4659

=== Log global consensus distance @ E38B20 ===
consensus_distance=0.090



=== Log clique consensus distance @ E38B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.132



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9533 top1= 78.6058


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.6777 top1= 81.3301


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.6970 top1= 81.0497

Train epoch 39
[E39B0  |    384/60000 (  1%) ] Loss: 1.4510 top1= 67.6136

=== Log global consensus distance @ E39B0 ===
consensus_distance=0.089



=== Log clique consensus distance @ E39B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.132


[E39B10 |   4224/60000 (  7%) ] Loss: 1.3122 top1= 68.4659

=== Log global consensus distance @ E39B10 ===
consensus_distance=0.090



=== Log clique consensus distance @ E39B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.133


[E39B20 |   8064/60000 ( 13%) ] Loss: 1.4121 top1= 67.8977

=== Log global consensus distance @ E39B20 ===
consensus_distance=0.090



=== Log clique consensus distance @ E39B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.132



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9528 top1= 78.6358


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.6775 top1= 81.3301


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.6961 top1= 81.0196

Train epoch 40
[E40B0  |    384/60000 (  1%) ] Loss: 1.4484 top1= 67.6136

=== Log global consensus distance @ E40B0 ===
consensus_distance=0.090



=== Log clique consensus distance @ E40B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.133


[E40B10 |   4224/60000 (  7%) ] Loss: 1.3110 top1= 68.4659

=== Log global consensus distance @ E40B10 ===
consensus_distance=0.090



=== Log clique consensus distance @ E40B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.133


[E40B20 |   8064/60000 ( 13%) ] Loss: 1.4104 top1= 68.1818

=== Log global consensus distance @ E40B20 ===
consensus_distance=0.090



=== Log clique consensus distance @ E40B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.133



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9528 top1= 78.6959


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.6765 top1= 81.3301


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.6958 top1= 81.0797

