
=== 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)

=== Start adding graph ===
TwoCliquesWithByzantine(m=5,b=0)

Train epoch 1
[E 1B0  |    352/60000 (  1%) ] Loss: 2.3084 top1=  7.6705

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



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



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


[E 1B10 |   3872/60000 (  6%) ] Loss: 1.7854 top1= 65.0568

=== Log global consensus distance @ E1B10 ===
consensus_distance=0.014



=== Log clique consensus distance @ E1B10 ===
clique1_consensus_distance=0.007
clique2_consensus_distance=0.029


[E 1B20 |   7392/60000 ( 12%) ] Loss: 1.3499 top1= 65.9091

=== Log global consensus distance @ E1B20 ===
consensus_distance=0.042



=== Log clique consensus distance @ E1B20 ===
clique1_consensus_distance=0.022
clique2_consensus_distance=0.088



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2061 top1= 34.0745


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3335 top1= 33.0729


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3172 top1= 17.3878

Train epoch 2
[E 2B0  |    352/60000 (  1%) ] Loss: 0.9534 top1= 74.4318

=== Log global consensus distance @ E2B0 ===
consensus_distance=0.073



=== Log clique consensus distance @ E2B0 ===
clique1_consensus_distance=0.040
clique2_consensus_distance=0.149


[E 2B10 |   3872/60000 (  6%) ] Loss: 0.7588 top1= 75.8523

=== Log global consensus distance @ E2B10 ===
consensus_distance=0.102



=== Log clique consensus distance @ E2B10 ===
clique1_consensus_distance=0.058
clique2_consensus_distance=0.208


[E 2B20 |   7392/60000 ( 12%) ] Loss: 0.6804 top1= 80.3977

=== Log global consensus distance @ E2B20 ===
consensus_distance=0.119



=== Log clique consensus distance @ E2B20 ===
clique1_consensus_distance=0.062
clique2_consensus_distance=0.253



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1141 top1= 32.7123


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4825 top1= 31.2600


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4373 top1= 12.8806

Train epoch 3
[E 3B0  |    352/60000 (  1%) ] Loss: 0.5386 top1= 88.0682

=== Log global consensus distance @ E3B0 ===
consensus_distance=0.140



=== Log clique consensus distance @ E3B0 ===
clique1_consensus_distance=0.075
clique2_consensus_distance=0.293


[E 3B10 |   3872/60000 (  6%) ] Loss: 0.4495 top1= 90.0568

=== Log global consensus distance @ E3B10 ===
consensus_distance=0.157



=== Log clique consensus distance @ E3B10 ===
clique1_consensus_distance=0.082
clique2_consensus_distance=0.336


[E 3B20 |   7392/60000 ( 12%) ] Loss: 0.4535 top1= 87.2159

=== Log global consensus distance @ E3B20 ===
consensus_distance=0.174



=== Log clique consensus distance @ E3B20 ===
clique1_consensus_distance=0.090
clique2_consensus_distance=0.373



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.0343 top1= 40.4948


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5728 top1= 38.6218


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.5177 top1= 14.4531

Train epoch 4
[E 4B0  |    352/60000 (  1%) ] Loss: 0.3692 top1= 90.6250

=== Log global consensus distance @ E4B0 ===
consensus_distance=0.190



=== Log clique consensus distance @ E4B0 ===
clique1_consensus_distance=0.100
clique2_consensus_distance=0.405


[E 4B10 |   3872/60000 (  6%) ] Loss: 0.3094 top1= 92.6136

=== Log global consensus distance @ E4B10 ===
consensus_distance=0.206



=== Log clique consensus distance @ E4B10 ===
clique1_consensus_distance=0.107
clique2_consensus_distance=0.440


[E 4B20 |   7392/60000 ( 12%) ] Loss: 0.3390 top1= 90.9091

=== Log global consensus distance @ E4B20 ===
consensus_distance=0.220



=== Log clique consensus distance @ E4B20 ===
clique1_consensus_distance=0.116
clique2_consensus_distance=0.469



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.9652 top1= 49.1787


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6646 top1= 36.6987


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.5769 top1= 16.7568

Train epoch 5
[E 5B0  |    352/60000 (  1%) ] Loss: 0.2739 top1= 92.3295

=== Log global consensus distance @ E5B0 ===
consensus_distance=0.232



=== Log clique consensus distance @ E5B0 ===
clique1_consensus_distance=0.117
clique2_consensus_distance=0.501


[E 5B10 |   3872/60000 (  6%) ] Loss: 0.2310 top1= 94.0341

=== Log global consensus distance @ E5B10 ===
consensus_distance=0.245



=== Log clique consensus distance @ E5B10 ===
clique1_consensus_distance=0.125
clique2_consensus_distance=0.526


[E 5B20 |   7392/60000 ( 12%) ] Loss: 0.2685 top1= 91.4773

=== Log global consensus distance @ E5B20 ===
consensus_distance=0.257



=== Log clique consensus distance @ E5B20 ===
clique1_consensus_distance=0.132
clique2_consensus_distance=0.551



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.9229 top1= 46.6146


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.7074 top1= 40.9255


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.6346 top1= 18.7500

Train epoch 6
[E 6B0  |    352/60000 (  1%) ] Loss: 0.2401 top1= 92.3295

=== Log global consensus distance @ E6B0 ===
consensus_distance=0.268



=== Log clique consensus distance @ E6B0 ===
clique1_consensus_distance=0.139
clique2_consensus_distance=0.572


[E 6B10 |   3872/60000 (  6%) ] Loss: 0.1990 top1= 94.3182

=== Log global consensus distance @ E6B10 ===
consensus_distance=0.279



=== Log clique consensus distance @ E6B10 ===
clique1_consensus_distance=0.145
clique2_consensus_distance=0.593


[E 6B20 |   7392/60000 ( 12%) ] Loss: 0.2324 top1= 92.3295

=== Log global consensus distance @ E6B20 ===
consensus_distance=0.288



=== Log clique consensus distance @ E6B20 ===
clique1_consensus_distance=0.148
clique2_consensus_distance=0.615



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8838 top1= 48.4776


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.7640 top1= 40.8754


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.6732 top1= 21.2640

Train epoch 7
[E 7B0  |    352/60000 (  1%) ] Loss: 0.2115 top1= 92.6136

=== Log global consensus distance @ E7B0 ===
consensus_distance=0.297



=== Log clique consensus distance @ E7B0 ===
clique1_consensus_distance=0.153
clique2_consensus_distance=0.634


[E 7B10 |   3872/60000 (  6%) ] Loss: 0.1682 top1= 95.1705

=== Log global consensus distance @ E7B10 ===
consensus_distance=0.306



=== Log clique consensus distance @ E7B10 ===
clique1_consensus_distance=0.158
clique2_consensus_distance=0.652


[E 7B20 |   7392/60000 ( 12%) ] Loss: 0.2006 top1= 92.8977

=== Log global consensus distance @ E7B20 ===
consensus_distance=0.314



=== Log clique consensus distance @ E7B20 ===
clique1_consensus_distance=0.160
clique2_consensus_distance=0.671



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8511 top1= 50.6611


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.8149 top1= 40.8754


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.7232 top1= 22.4259

Train epoch 8
[E 8B0  |    352/60000 (  1%) ] Loss: 0.1938 top1= 92.6136

=== Log global consensus distance @ E8B0 ===
consensus_distance=0.321



=== Log clique consensus distance @ E8B0 ===
clique1_consensus_distance=0.164
clique2_consensus_distance=0.687


[E 8B10 |   3872/60000 (  6%) ] Loss: 0.1361 top1= 96.5909

=== Log global consensus distance @ E8B10 ===
consensus_distance=0.328



=== Log clique consensus distance @ E8B10 ===
clique1_consensus_distance=0.164
clique2_consensus_distance=0.705


[E 8B20 |   7392/60000 ( 12%) ] Loss: 0.1762 top1= 93.7500

=== Log global consensus distance @ E8B20 ===
consensus_distance=0.335



=== Log clique consensus distance @ E8B20 ===
clique1_consensus_distance=0.169
clique2_consensus_distance=0.720



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8173 top1= 53.0849


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.8991 top1= 38.9924


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.7684 top1= 23.2171

Train epoch 9
[E 9B0  |    352/60000 (  1%) ] Loss: 0.1660 top1= 93.7500

=== Log global consensus distance @ E9B0 ===
consensus_distance=0.341



=== Log clique consensus distance @ E9B0 ===
clique1_consensus_distance=0.169
clique2_consensus_distance=0.737


[E 9B10 |   3872/60000 (  6%) ] Loss: 0.1221 top1= 96.3068

=== Log global consensus distance @ E9B10 ===
consensus_distance=0.348



=== Log clique consensus distance @ E9B10 ===
clique1_consensus_distance=0.173
clique2_consensus_distance=0.749


[E 9B20 |   7392/60000 ( 12%) ] Loss: 0.1568 top1= 94.0341

=== Log global consensus distance @ E9B20 ===
consensus_distance=0.354



=== Log clique consensus distance @ E9B20 ===
clique1_consensus_distance=0.177
clique2_consensus_distance=0.763



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8011 top1= 52.8546


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.9194 top1= 40.3345


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.8145 top1= 23.5777

Train epoch 10
[E10B0  |    352/60000 (  1%) ] Loss: 0.1623 top1= 93.1818

=== Log global consensus distance @ E10B0 ===
consensus_distance=0.360



=== Log clique consensus distance @ E10B0 ===
clique1_consensus_distance=0.180
clique2_consensus_distance=0.775


[E10B10 |   3872/60000 (  6%) ] Loss: 0.1060 top1= 96.3068

=== Log global consensus distance @ E10B10 ===
consensus_distance=0.366



=== Log clique consensus distance @ E10B10 ===
clique1_consensus_distance=0.180
clique2_consensus_distance=0.793


[E10B20 |   7392/60000 ( 12%) ] Loss: 0.1301 top1= 94.6023

=== Log global consensus distance @ E10B20 ===
consensus_distance=0.372



=== Log clique consensus distance @ E10B20 ===
clique1_consensus_distance=0.181
clique2_consensus_distance=0.808



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.7731 top1= 53.9463


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.0115 top1= 38.5016


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.8323 top1= 24.7196

Train epoch 11
[E11B0  |    352/60000 (  1%) ] Loss: 0.1374 top1= 95.1705

=== Log global consensus distance @ E11B0 ===
consensus_distance=0.377



=== Log clique consensus distance @ E11B0 ===
clique1_consensus_distance=0.185
clique2_consensus_distance=0.817


[E11B10 |   3872/60000 (  6%) ] Loss: 0.0972 top1= 96.8750

=== Log global consensus distance @ E11B10 ===
consensus_distance=0.383



=== Log clique consensus distance @ E11B10 ===
clique1_consensus_distance=0.189
clique2_consensus_distance=0.828


[E11B20 |   7392/60000 ( 12%) ] Loss: 0.1278 top1= 94.8864

=== Log global consensus distance @ E11B20 ===
consensus_distance=0.388



=== Log clique consensus distance @ E11B20 ===
clique1_consensus_distance=0.192
clique2_consensus_distance=0.838



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.7573 top1= 54.4872


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.0311 top1= 39.3930


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.8732 top1= 24.7997

Train epoch 12
[E12B0  |    352/60000 (  1%) ] Loss: 0.1337 top1= 95.4545

=== Log global consensus distance @ E12B0 ===
consensus_distance=0.393



=== Log clique consensus distance @ E12B0 ===
clique1_consensus_distance=0.193
clique2_consensus_distance=0.849


[E12B10 |   3872/60000 (  6%) ] Loss: 0.0895 top1= 97.1591

=== Log global consensus distance @ E12B10 ===
consensus_distance=0.398



=== Log clique consensus distance @ E12B10 ===
clique1_consensus_distance=0.195
clique2_consensus_distance=0.861


[E12B20 |   7392/60000 ( 12%) ] Loss: 0.1182 top1= 95.1705

=== Log global consensus distance @ E12B20 ===
consensus_distance=0.403



=== Log clique consensus distance @ E12B20 ===
clique1_consensus_distance=0.198
clique2_consensus_distance=0.872



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.7431 top1= 54.5873


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.0697 top1= 39.5232


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.8992 top1= 25.2504

Train epoch 13
[E13B0  |    352/60000 (  1%) ] Loss: 0.1288 top1= 96.0227

=== Log global consensus distance @ E13B0 ===
consensus_distance=0.407



=== Log clique consensus distance @ E13B0 ===
clique1_consensus_distance=0.201
clique2_consensus_distance=0.881


[E13B10 |   3872/60000 (  6%) ] Loss: 0.0808 top1= 98.0114

=== Log global consensus distance @ E13B10 ===
consensus_distance=0.412



=== Log clique consensus distance @ E13B10 ===
clique1_consensus_distance=0.202
clique2_consensus_distance=0.892


[E13B20 |   7392/60000 ( 12%) ] Loss: 0.1087 top1= 95.7386

=== Log global consensus distance @ E13B20 ===
consensus_distance=0.417



=== Log clique consensus distance @ E13B20 ===
clique1_consensus_distance=0.204
clique2_consensus_distance=0.902



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.7266 top1= 55.4888


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.1380 top1= 38.7620


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.9311 top1= 25.5208

Train epoch 14
[E14B0  |    352/60000 (  1%) ] Loss: 0.1178 top1= 95.7386

=== Log global consensus distance @ E14B0 ===
consensus_distance=0.420



=== Log clique consensus distance @ E14B0 ===
clique1_consensus_distance=0.205
clique2_consensus_distance=0.911


[E14B10 |   3872/60000 (  6%) ] Loss: 0.0751 top1= 98.0114

=== Log global consensus distance @ E14B10 ===
consensus_distance=0.425



=== Log clique consensus distance @ E14B10 ===
clique1_consensus_distance=0.208
clique2_consensus_distance=0.919


[E14B20 |   7392/60000 ( 12%) ] Loss: 0.0968 top1= 96.8750

=== Log global consensus distance @ E14B20 ===
consensus_distance=0.429



=== Log clique consensus distance @ E14B20 ===
clique1_consensus_distance=0.207
clique2_consensus_distance=0.932



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.7104 top1= 55.5489


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.2324 top1= 36.8690


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.9533 top1= 25.7212

Train epoch 15
[E15B0  |    352/60000 (  1%) ] Loss: 0.1072 top1= 96.5909

=== Log global consensus distance @ E15B0 ===
consensus_distance=0.432



=== Log clique consensus distance @ E15B0 ===
clique1_consensus_distance=0.208
clique2_consensus_distance=0.941


[E15B10 |   3872/60000 (  6%) ] Loss: 0.0667 top1= 98.5795

=== Log global consensus distance @ E15B10 ===
consensus_distance=0.436



=== Log clique consensus distance @ E15B10 ===
clique1_consensus_distance=0.211
clique2_consensus_distance=0.950


[E15B20 |   7392/60000 ( 12%) ] Loss: 0.0877 top1= 97.1591

=== Log global consensus distance @ E15B20 ===
consensus_distance=0.440



=== Log clique consensus distance @ E15B20 ===
clique1_consensus_distance=0.213
clique2_consensus_distance=0.958



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.6980 top1= 55.4988


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.3116 top1= 35.9575


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.9890 top1= 25.6410

Train epoch 16
[E16B0  |    352/60000 (  1%) ] Loss: 0.1045 top1= 97.4432

=== Log global consensus distance @ E16B0 ===
consensus_distance=0.444



=== Log clique consensus distance @ E16B0 ===
clique1_consensus_distance=0.212
clique2_consensus_distance=0.971


[E16B10 |   3872/60000 (  6%) ] Loss: 0.0592 top1= 98.5795

=== Log global consensus distance @ E16B10 ===
consensus_distance=0.448



=== Log clique consensus distance @ E16B10 ===
clique1_consensus_distance=0.214
clique2_consensus_distance=0.979


[E16B20 |   7392/60000 ( 12%) ] Loss: 0.0779 top1= 97.4432

=== Log global consensus distance @ E16B20 ===
consensus_distance=0.452



=== Log clique consensus distance @ E16B20 ===
clique1_consensus_distance=0.216
clique2_consensus_distance=0.990



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.6859 top1= 55.5789


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.3328 top1= 36.6587


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.0228 top1= 25.7812

Train epoch 17
[E17B0  |    352/60000 (  1%) ] Loss: 0.0995 top1= 97.4432

=== Log global consensus distance @ E17B0 ===
consensus_distance=0.456



=== Log clique consensus distance @ E17B0 ===
clique1_consensus_distance=0.219
clique2_consensus_distance=0.996


[E17B10 |   3872/60000 (  6%) ] Loss: 0.0578 top1= 98.8636

=== Log global consensus distance @ E17B10 ===
consensus_distance=0.459



=== Log clique consensus distance @ E17B10 ===
clique1_consensus_distance=0.221
clique2_consensus_distance=1.002


[E17B20 |   7392/60000 ( 12%) ] Loss: 0.0747 top1= 97.4432

=== Log global consensus distance @ E17B20 ===
consensus_distance=0.463



=== Log clique consensus distance @ E17B20 ===
clique1_consensus_distance=0.222
clique2_consensus_distance=1.011



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.6765 top1= 55.7292


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.3609 top1= 37.0192


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.0302 top1= 26.1318

Train epoch 18
[E18B0  |    352/60000 (  1%) ] Loss: 0.0961 top1= 97.7273

=== Log global consensus distance @ E18B0 ===
consensus_distance=0.466



=== Log clique consensus distance @ E18B0 ===
clique1_consensus_distance=0.224
clique2_consensus_distance=1.019


[E18B10 |   3872/60000 (  6%) ] Loss: 0.0520 top1= 98.5795

=== Log global consensus distance @ E18B10 ===
consensus_distance=0.470



=== Log clique consensus distance @ E18B10 ===
clique1_consensus_distance=0.225
clique2_consensus_distance=1.028


[E18B20 |   7392/60000 ( 12%) ] Loss: 0.0703 top1= 97.7273

=== Log global consensus distance @ E18B20 ===
consensus_distance=0.474



=== Log clique consensus distance @ E18B20 ===
clique1_consensus_distance=0.227
clique2_consensus_distance=1.036



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.6647 top1= 55.7893


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.4268 top1= 36.3482


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.0780 top1= 25.7812

Train epoch 19
[E19B0  |    352/60000 (  1%) ] Loss: 0.0897 top1= 98.0114

=== Log global consensus distance @ E19B0 ===
consensus_distance=0.478



=== Log clique consensus distance @ E19B0 ===
clique1_consensus_distance=0.229
clique2_consensus_distance=1.044


[E19B10 |   3872/60000 (  6%) ] Loss: 0.0467 top1= 98.5795

=== Log global consensus distance @ E19B10 ===
consensus_distance=0.481



=== Log clique consensus distance @ E19B10 ===
clique1_consensus_distance=0.230
clique2_consensus_distance=1.052


[E19B20 |   7392/60000 ( 12%) ] Loss: 0.0648 top1= 98.0114

=== Log global consensus distance @ E19B20 ===
consensus_distance=0.484



=== Log clique consensus distance @ E19B20 ===
clique1_consensus_distance=0.232
clique2_consensus_distance=1.059



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.6573 top1= 55.8494


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.4352 top1= 37.1394


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.0793 top1= 26.3522

Train epoch 20
[E20B0  |    352/60000 (  1%) ] Loss: 0.0883 top1= 98.2955

=== Log global consensus distance @ E20B0 ===
consensus_distance=0.487



=== Log clique consensus distance @ E20B0 ===
clique1_consensus_distance=0.234
clique2_consensus_distance=1.064


[E20B10 |   3872/60000 (  6%) ] Loss: 0.0451 top1= 98.8636

=== Log global consensus distance @ E20B10 ===
consensus_distance=0.490



=== Log clique consensus distance @ E20B10 ===
clique1_consensus_distance=0.235
clique2_consensus_distance=1.072


[E20B20 |   7392/60000 ( 12%) ] Loss: 0.0616 top1= 98.0114

=== Log global consensus distance @ E20B20 ===
consensus_distance=0.493



=== Log clique consensus distance @ E20B20 ===
clique1_consensus_distance=0.236
clique2_consensus_distance=1.080



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.6506 top1= 55.7091


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.4898 top1= 36.8990


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.1123 top1= 26.1919

Train epoch 21
[E21B0  |    352/60000 (  1%) ] Loss: 0.0849 top1= 98.2955

=== Log global consensus distance @ E21B0 ===
consensus_distance=0.496



=== Log clique consensus distance @ E21B0 ===
clique1_consensus_distance=0.237
clique2_consensus_distance=1.085


[E21B10 |   3872/60000 (  6%) ] Loss: 0.0440 top1= 98.8636

=== Log global consensus distance @ E21B10 ===
consensus_distance=0.499



=== Log clique consensus distance @ E21B10 ===
clique1_consensus_distance=0.239
clique2_consensus_distance=1.091


[E21B20 |   7392/60000 ( 12%) ] Loss: 0.0580 top1= 98.0114

=== Log global consensus distance @ E21B20 ===
consensus_distance=0.502



=== Log clique consensus distance @ E21B20 ===
clique1_consensus_distance=0.240
clique2_consensus_distance=1.100



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.6427 top1= 55.6991


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.5443 top1= 36.3281


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.1199 top1= 26.4724

Train epoch 22
[E22B0  |    352/60000 (  1%) ] Loss: 0.0823 top1= 98.2955

=== Log global consensus distance @ E22B0 ===
consensus_distance=0.505



=== Log clique consensus distance @ E22B0 ===
clique1_consensus_distance=0.241
clique2_consensus_distance=1.106


[E22B10 |   3872/60000 (  6%) ] Loss: 0.0374 top1= 99.1477

=== Log global consensus distance @ E22B10 ===
consensus_distance=0.509



=== Log clique consensus distance @ E22B10 ===
clique1_consensus_distance=0.242
clique2_consensus_distance=1.115


[E22B20 |   7392/60000 ( 12%) ] Loss: 0.0561 top1= 98.2955

=== Log global consensus distance @ E22B20 ===
consensus_distance=0.511



=== Log clique consensus distance @ E22B20 ===
clique1_consensus_distance=0.244
clique2_consensus_distance=1.121



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.6368 top1= 55.7292


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.5607 top1= 36.9692


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.1618 top1= 26.1719

Train epoch 23
[E23B0  |    352/60000 (  1%) ] Loss: 0.0816 top1= 98.2955

=== Log global consensus distance @ E23B0 ===
consensus_distance=0.514



=== Log clique consensus distance @ E23B0 ===
clique1_consensus_distance=0.246
clique2_consensus_distance=1.126


[E23B10 |   3872/60000 (  6%) ] Loss: 0.0366 top1= 98.8636

=== Log global consensus distance @ E23B10 ===
consensus_distance=0.517



=== Log clique consensus distance @ E23B10 ===
clique1_consensus_distance=0.247
clique2_consensus_distance=1.133


[E23B20 |   7392/60000 ( 12%) ] Loss: 0.0528 top1= 98.5795

=== Log global consensus distance @ E23B20 ===
consensus_distance=0.520



=== Log clique consensus distance @ E23B20 ===
clique1_consensus_distance=0.248
clique2_consensus_distance=1.140



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.6283 top1= 55.7292


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.6027 top1= 36.7388


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.1519 top1= 26.7628

Train epoch 24
[E24B0  |    352/60000 (  1%) ] Loss: 0.0774 top1= 98.2955

=== Log global consensus distance @ E24B0 ===
consensus_distance=0.523



=== Log clique consensus distance @ E24B0 ===
clique1_consensus_distance=0.250
clique2_consensus_distance=1.146


[E24B10 |   3872/60000 (  6%) ] Loss: 0.0340 top1= 99.4318

=== Log global consensus distance @ E24B10 ===
consensus_distance=0.526



=== Log clique consensus distance @ E24B10 ===
clique1_consensus_distance=0.252
clique2_consensus_distance=1.152


[E24B20 |   7392/60000 ( 12%) ] Loss: 0.0514 top1= 98.5795

=== Log global consensus distance @ E24B20 ===
consensus_distance=0.529



=== Log clique consensus distance @ E24B20 ===
clique1_consensus_distance=0.254
clique2_consensus_distance=1.159



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.6214 top1= 56.0497


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.5892 top1= 37.4099


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.1893 top1= 26.6326

Train epoch 25
[E25B0  |    352/60000 (  1%) ] Loss: 0.0754 top1= 98.2955

=== Log global consensus distance @ E25B0 ===
consensus_distance=0.532



=== Log clique consensus distance @ E25B0 ===
clique1_consensus_distance=0.255
clique2_consensus_distance=1.163


[E25B10 |   3872/60000 (  6%) ] Loss: 0.0314 top1= 99.4318

=== Log global consensus distance @ E25B10 ===
consensus_distance=0.534



=== Log clique consensus distance @ E25B10 ===
clique1_consensus_distance=0.256
clique2_consensus_distance=1.169


[E25B20 |   7392/60000 ( 12%) ] Loss: 0.0502 top1= 98.2955

=== Log global consensus distance @ E25B20 ===
consensus_distance=0.537



=== Log clique consensus distance @ E25B20 ===
clique1_consensus_distance=0.257
clique2_consensus_distance=1.176



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.6169 top1= 55.9896


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.6371 top1= 37.0092


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.1917 top1= 26.9732

Train epoch 26
[E26B0  |    352/60000 (  1%) ] Loss: 0.0753 top1= 98.2955

=== Log global consensus distance @ E26B0 ===
consensus_distance=0.539



=== Log clique consensus distance @ E26B0 ===
clique1_consensus_distance=0.258
clique2_consensus_distance=1.181


[E26B10 |   3872/60000 (  6%) ] Loss: 0.0299 top1= 99.7159

=== Log global consensus distance @ E26B10 ===
consensus_distance=0.542



=== Log clique consensus distance @ E26B10 ===
clique1_consensus_distance=0.259
clique2_consensus_distance=1.187


[E26B20 |   7392/60000 ( 12%) ] Loss: 0.0473 top1= 98.5795

=== Log global consensus distance @ E26B20 ===
consensus_distance=0.544



=== Log clique consensus distance @ E26B20 ===
clique1_consensus_distance=0.260
clique2_consensus_distance=1.193



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.6084 top1= 56.4203


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.7218 top1= 35.8674


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.2307 top1= 26.4623

Train epoch 27
[E27B0  |    352/60000 (  1%) ] Loss: 0.0736 top1= 98.2955

=== Log global consensus distance @ E27B0 ===
consensus_distance=0.547



=== Log clique consensus distance @ E27B0 ===
clique1_consensus_distance=0.261
clique2_consensus_distance=1.199


[E27B10 |   3872/60000 (  6%) ] Loss: 0.0286 top1=100.0000

=== Log global consensus distance @ E27B10 ===
consensus_distance=0.549



=== Log clique consensus distance @ E27B10 ===
clique1_consensus_distance=0.262
clique2_consensus_distance=1.206


[E27B20 |   7392/60000 ( 12%) ] Loss: 0.0460 top1= 98.5795

=== Log global consensus distance @ E27B20 ===
consensus_distance=0.552



=== Log clique consensus distance @ E27B20 ===
clique1_consensus_distance=0.264
clique2_consensus_distance=1.209



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.6031 top1= 56.1599


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.7382 top1= 35.9976


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.2220 top1= 27.0533

Train epoch 28
[E28B0  |    352/60000 (  1%) ] Loss: 0.0693 top1= 98.2955

=== Log global consensus distance @ E28B0 ===
consensus_distance=0.554



=== Log clique consensus distance @ E28B0 ===
clique1_consensus_distance=0.265
clique2_consensus_distance=1.216


[E28B10 |   3872/60000 (  6%) ] Loss: 0.0272 top1= 99.7159

=== Log global consensus distance @ E28B10 ===
consensus_distance=0.557



=== Log clique consensus distance @ E28B10 ===
clique1_consensus_distance=0.266
clique2_consensus_distance=1.220


[E28B20 |   7392/60000 ( 12%) ] Loss: 0.0453 top1= 98.5795

=== Log global consensus distance @ E28B20 ===
consensus_distance=0.559



=== Log clique consensus distance @ E28B20 ===
clique1_consensus_distance=0.268
clique2_consensus_distance=1.225



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.6041 top1= 55.9395


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.7227 top1= 36.9191


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.2481 top1= 26.9331

Train epoch 29
[E29B0  |    352/60000 (  1%) ] Loss: 0.0677 top1= 98.5795

=== Log global consensus distance @ E29B0 ===
consensus_distance=0.561



=== Log clique consensus distance @ E29B0 ===
clique1_consensus_distance=0.269
clique2_consensus_distance=1.229


[E29B10 |   3872/60000 (  6%) ] Loss: 0.0267 top1= 99.7159

=== Log global consensus distance @ E29B10 ===
consensus_distance=0.564



=== Log clique consensus distance @ E29B10 ===
clique1_consensus_distance=0.270
clique2_consensus_distance=1.236


[E29B20 |   7392/60000 ( 12%) ] Loss: 0.0429 top1= 98.8636

=== Log global consensus distance @ E29B20 ===
consensus_distance=0.567



=== Log clique consensus distance @ E29B20 ===
clique1_consensus_distance=0.271
clique2_consensus_distance=1.241



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5972 top1= 56.2700


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.7521 top1= 36.7087


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.2633 top1= 27.0633

Train epoch 30
[E30B0  |    352/60000 (  1%) ] Loss: 0.0642 top1= 98.5795

=== Log global consensus distance @ E30B0 ===
consensus_distance=0.569



=== Log clique consensus distance @ E30B0 ===
clique1_consensus_distance=0.273
clique2_consensus_distance=1.247


[E30B10 |   3872/60000 (  6%) ] Loss: 0.0265 top1= 99.4318

=== Log global consensus distance @ E30B10 ===
consensus_distance=0.572



=== Log clique consensus distance @ E30B10 ===
clique1_consensus_distance=0.275
clique2_consensus_distance=1.252


[E30B20 |   7392/60000 ( 12%) ] Loss: 0.0394 top1= 99.4318

=== Log global consensus distance @ E30B20 ===
consensus_distance=0.574



=== Log clique consensus distance @ E30B20 ===
clique1_consensus_distance=0.275
clique2_consensus_distance=1.258



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5946 top1= 55.9595


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.7605 top1= 37.2396


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.2776 top1= 27.1234

Train epoch 31
[E31B0  |    352/60000 (  1%) ] Loss: 0.0650 top1= 98.2955

=== Log global consensus distance @ E31B0 ===
consensus_distance=0.576



=== Log clique consensus distance @ E31B0 ===
clique1_consensus_distance=0.277
clique2_consensus_distance=1.261


[E31B10 |   3872/60000 (  6%) ] Loss: 0.0236 top1= 99.7159

=== Log global consensus distance @ E31B10 ===
consensus_distance=0.579



=== Log clique consensus distance @ E31B10 ===
clique1_consensus_distance=0.278
clique2_consensus_distance=1.266


[E31B20 |   7392/60000 ( 12%) ] Loss: 0.0401 top1= 99.4318

=== Log global consensus distance @ E31B20 ===
consensus_distance=0.581



=== Log clique consensus distance @ E31B20 ===
clique1_consensus_distance=0.279
clique2_consensus_distance=1.272



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5908 top1= 56.0897


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.8053 top1= 36.6787


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.2802 top1= 27.3337

Train epoch 32
[E32B0  |    352/60000 (  1%) ] Loss: 0.0628 top1= 98.5795

=== Log global consensus distance @ E32B0 ===
consensus_distance=0.582



=== Log clique consensus distance @ E32B0 ===
clique1_consensus_distance=0.279
clique2_consensus_distance=1.276


[E32B10 |   3872/60000 (  6%) ] Loss: 0.0236 top1= 99.7159

=== Log global consensus distance @ E32B10 ===
consensus_distance=0.585



=== Log clique consensus distance @ E32B10 ===
clique1_consensus_distance=0.281
clique2_consensus_distance=1.280


[E32B20 |   7392/60000 ( 12%) ] Loss: 0.0379 top1= 99.4318

=== Log global consensus distance @ E32B20 ===
consensus_distance=0.587



=== Log clique consensus distance @ E32B20 ===
clique1_consensus_distance=0.283
clique2_consensus_distance=1.284



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5900 top1= 56.0096


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.8229 top1= 36.7288


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.2928 top1= 27.2436

Train epoch 33
[E33B0  |    352/60000 (  1%) ] Loss: 0.0644 top1= 98.2955

=== Log global consensus distance @ E33B0 ===
consensus_distance=0.589



=== Log clique consensus distance @ E33B0 ===
clique1_consensus_distance=0.283
clique2_consensus_distance=1.289


[E33B10 |   3872/60000 (  6%) ] Loss: 0.0225 top1= 99.7159

=== Log global consensus distance @ E33B10 ===
consensus_distance=0.591



=== Log clique consensus distance @ E33B10 ===
clique1_consensus_distance=0.284
clique2_consensus_distance=1.294


[E33B20 |   7392/60000 ( 12%) ] Loss: 0.0357 top1= 99.4318

=== Log global consensus distance @ E33B20 ===
consensus_distance=0.594



=== Log clique consensus distance @ E33B20 ===
clique1_consensus_distance=0.285
clique2_consensus_distance=1.301



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5848 top1= 55.9896


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.8361 top1= 37.0292


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.3300 top1= 27.0333

Train epoch 34
[E34B0  |    352/60000 (  1%) ] Loss: 0.0622 top1= 98.5795

=== Log global consensus distance @ E34B0 ===
consensus_distance=0.596



=== Log clique consensus distance @ E34B0 ===
clique1_consensus_distance=0.287
clique2_consensus_distance=1.304


[E34B10 |   3872/60000 (  6%) ] Loss: 0.0230 top1= 99.4318

=== Log global consensus distance @ E34B10 ===
consensus_distance=0.598



=== Log clique consensus distance @ E34B10 ===
clique1_consensus_distance=0.288
clique2_consensus_distance=1.308


[E34B20 |   7392/60000 ( 12%) ] Loss: 0.0353 top1= 99.4318

=== Log global consensus distance @ E34B20 ===
consensus_distance=0.600



=== Log clique consensus distance @ E34B20 ===
clique1_consensus_distance=0.289
clique2_consensus_distance=1.313



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5810 top1= 56.1098


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.8670 top1= 36.6587


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.3164 top1= 27.3938

Train epoch 35
[E35B0  |    352/60000 (  1%) ] Loss: 0.0596 top1= 98.5795

=== Log global consensus distance @ E35B0 ===
consensus_distance=0.602



=== Log clique consensus distance @ E35B0 ===
clique1_consensus_distance=0.290
clique2_consensus_distance=1.318


[E35B10 |   3872/60000 (  6%) ] Loss: 0.0203 top1=100.0000

=== Log global consensus distance @ E35B10 ===
consensus_distance=0.604



=== Log clique consensus distance @ E35B10 ===
clique1_consensus_distance=0.291
clique2_consensus_distance=1.323


[E35B20 |   7392/60000 ( 12%) ] Loss: 0.0348 top1= 99.4318

=== Log global consensus distance @ E35B20 ===
consensus_distance=0.607



=== Log clique consensus distance @ E35B20 ===
clique1_consensus_distance=0.293
clique2_consensus_distance=1.328



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5773 top1= 56.0597


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.8766 top1= 36.8490


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.3653 top1= 26.9231

Train epoch 36
[E36B0  |    352/60000 (  1%) ] Loss: 0.0579 top1= 98.8636

=== Log global consensus distance @ E36B0 ===
consensus_distance=0.609



=== Log clique consensus distance @ E36B0 ===
clique1_consensus_distance=0.294
clique2_consensus_distance=1.332


[E36B10 |   3872/60000 (  6%) ] Loss: 0.0187 top1=100.0000

=== Log global consensus distance @ E36B10 ===
consensus_distance=0.611



=== Log clique consensus distance @ E36B10 ===
clique1_consensus_distance=0.295
clique2_consensus_distance=1.337


[E36B20 |   7392/60000 ( 12%) ] Loss: 0.0337 top1= 99.7159

=== Log global consensus distance @ E36B20 ===
consensus_distance=0.613



=== Log clique consensus distance @ E36B20 ===
clique1_consensus_distance=0.297
clique2_consensus_distance=1.340



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5742 top1= 56.2300


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.8699 top1= 37.3297


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.3481 top1= 27.5841

Train epoch 37
[E37B0  |    352/60000 (  1%) ] Loss: 0.0592 top1= 98.8636

=== Log global consensus distance @ E37B0 ===
consensus_distance=0.615



=== Log clique consensus distance @ E37B0 ===
clique1_consensus_distance=0.297
clique2_consensus_distance=1.344


[E37B10 |   3872/60000 (  6%) ] Loss: 0.0190 top1=100.0000

=== Log global consensus distance @ E37B10 ===
consensus_distance=0.617



=== Log clique consensus distance @ E37B10 ===
clique1_consensus_distance=0.298
clique2_consensus_distance=1.349


[E37B20 |   7392/60000 ( 12%) ] Loss: 0.0317 top1= 99.4318

=== Log global consensus distance @ E37B20 ===
consensus_distance=0.618



=== Log clique consensus distance @ E37B20 ===
clique1_consensus_distance=0.298
clique2_consensus_distance=1.353



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5736 top1= 55.7893


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.9188 top1= 36.7788


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.3769 top1= 27.1635

Train epoch 38
[E38B0  |    352/60000 (  1%) ] Loss: 0.0552 top1= 98.8636

=== Log global consensus distance @ E38B0 ===
consensus_distance=0.620



=== Log clique consensus distance @ E38B0 ===
clique1_consensus_distance=0.300
clique2_consensus_distance=1.356


[E38B10 |   3872/60000 (  6%) ] Loss: 0.0195 top1= 99.7159

=== Log global consensus distance @ E38B10 ===
consensus_distance=0.622



=== Log clique consensus distance @ E38B10 ===
clique1_consensus_distance=0.301
clique2_consensus_distance=1.359


[E38B20 |   7392/60000 ( 12%) ] Loss: 0.0329 top1= 99.4318

=== Log global consensus distance @ E38B20 ===
consensus_distance=0.624



=== Log clique consensus distance @ E38B20 ===
clique1_consensus_distance=0.302
clique2_consensus_distance=1.364



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5722 top1= 55.8293


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.9429 top1= 36.5785


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.3666 top1= 27.6142

Train epoch 39
[E39B0  |    352/60000 (  1%) ] Loss: 0.0554 top1= 98.5795

=== Log global consensus distance @ E39B0 ===
consensus_distance=0.626



=== Log clique consensus distance @ E39B0 ===
clique1_consensus_distance=0.303
clique2_consensus_distance=1.368


[E39B10 |   3872/60000 (  6%) ] Loss: 0.0174 top1=100.0000

=== Log global consensus distance @ E39B10 ===
consensus_distance=0.628



=== Log clique consensus distance @ E39B10 ===
clique1_consensus_distance=0.304
clique2_consensus_distance=1.373


[E39B20 |   7392/60000 ( 12%) ] Loss: 0.0323 top1= 99.4318

=== Log global consensus distance @ E39B20 ===
consensus_distance=0.630



=== Log clique consensus distance @ E39B20 ===
clique1_consensus_distance=0.305
clique2_consensus_distance=1.376



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5719 top1= 55.7792


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.9319 top1= 37.3097


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.4105 top1= 27.0733

Train epoch 40
[E40B0  |    352/60000 (  1%) ] Loss: 0.0566 top1= 99.1477

=== Log global consensus distance @ E40B0 ===
consensus_distance=0.632



=== Log clique consensus distance @ E40B0 ===
clique1_consensus_distance=0.306
clique2_consensus_distance=1.380


[E40B10 |   3872/60000 (  6%) ] Loss: 0.0164 top1=100.0000

=== Log global consensus distance @ E40B10 ===
consensus_distance=0.633



=== Log clique consensus distance @ E40B10 ===
clique1_consensus_distance=0.307
clique2_consensus_distance=1.384


[E40B20 |   7392/60000 ( 12%) ] Loss: 0.0304 top1= 99.4318

=== Log global consensus distance @ E40B20 ===
consensus_distance=0.635



=== Log clique consensus distance @ E40B20 ===
clique1_consensus_distance=0.308
clique2_consensus_distance=1.389



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5645 top1= 55.8594


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.9855 top1= 36.4984


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.3926 top1= 27.6242

