
=== Start adding workers ===
=> Add worker SGDMWorker(index=0, momentum=0.0)
=> Add worker SGDMWorker(index=1, momentum=0.0)
=> Add worker SGDMWorker(index=2, momentum=0.0)
=> Add worker SGDMWorker(index=3, momentum=0.0)
=> Add worker SGDMWorker(index=4, momentum=0.0)
=> Add worker SGDMWorker(index=5, momentum=0.0)
=> Add worker SGDMWorker(index=6, momentum=0.0)
=> Add worker SGDMWorker(index=7, momentum=0.0)
=> Add worker SGDMWorker(index=8, momentum=0.0)
=> Add worker SGDMWorker(index=9, momentum=0.0)
=> Add worker SGDMWorker(index=10, momentum=0.0)
=> Add worker ByzantineWorker(index=11)

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

Train epoch 1
[E 1B0  |    384/60000 (  1%) ] Loss: 2.3142 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, 0, 1], device='cuda:0')
Worker 2 has targets: tensor([1, 1, 2, 1, 1], device='cuda:0')
Worker 3 has targets: tensor([2, 2, 3, 2, 2], device='cuda:0')
Worker 4 has targets: tensor([3, 3, 3, 3, 3], device='cuda:0')
Worker 5 has targets: tensor([4, 4, 4, 4, 4], device='cuda:0')
Worker 6 has targets: tensor([5, 5, 5, 5, 5], device='cuda:0')
Worker 7 has targets: tensor([6, 6, 6, 5, 6], device='cuda:0')
Worker 8 has targets: tensor([6, 7, 7, 6, 6], device='cuda:0')
Worker 9 has targets: tensor([7, 7, 8, 7, 7], device='cuda:0')
Worker 10 has targets: tensor([8, 8, 9, 8, 8], device='cuda:0')
Worker 11 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 |   4224/60000 (  7%) ] Loss: 1.7675 top1= 59.0909

=== Log global consensus distance @ E1B10 ===
consensus_distance=0.027



=== Log clique consensus distance @ E1B10 ===
clique1_consensus_distance=0.009
clique2_consensus_distance=0.031


[E 1B20 |   8064/60000 ( 13%) ] Loss: 1.2910 top1= 68.4659

=== Log global consensus distance @ E1B20 ===
consensus_distance=0.068



=== Log clique consensus distance @ E1B20 ===
clique1_consensus_distance=0.023
clique2_consensus_distance=0.089



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.3445 top1= 25.5709


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4137 top1= 21.9351


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3844 top1= 21.9151

Train epoch 2
[E 2B0  |    384/60000 (  1%) ] Loss: 0.8854 top1= 78.9773

=== Log global consensus distance @ E2B0 ===
consensus_distance=0.116



=== Log clique consensus distance @ E2B0 ===
clique1_consensus_distance=0.037
clique2_consensus_distance=0.168


[E 2B10 |   4224/60000 (  7%) ] Loss: 0.6841 top1= 80.1136

=== Log global consensus distance @ E2B10 ===
consensus_distance=0.469



=== Log clique consensus distance @ E2B10 ===
clique1_consensus_distance=0.051
clique2_consensus_distance=0.803


[E 2B20 |   8064/60000 ( 13%) ] Loss: 0.5680 top1= 82.9545

=== Log global consensus distance @ E2B20 ===
consensus_distance=2.497



=== Log clique consensus distance @ E2B20 ===
clique1_consensus_distance=0.066
clique2_consensus_distance=3.276



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.9947 top1= 29.7276


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6037 top1= 31.9712


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.7578 top1= 19.5813

Train epoch 3
[E 3B0  |    384/60000 (  1%) ] Loss: 0.4325 top1= 88.3523

=== Log global consensus distance @ E3B0 ===
consensus_distance=4.068



=== Log clique consensus distance @ E3B0 ===
clique1_consensus_distance=0.078
clique2_consensus_distance=5.910


[E 3B10 |   4224/60000 (  7%) ] Loss: 0.4437 top1= 87.7841

=== Log global consensus distance @ E3B10 ===
consensus_distance=4.090



=== Log clique consensus distance @ E3B10 ===
clique1_consensus_distance=0.086
clique2_consensus_distance=5.964


[E 3B20 |   8064/60000 ( 13%) ] Loss: 0.4018 top1= 89.7727

=== Log global consensus distance @ E3B20 ===
consensus_distance=4.110



=== Log clique consensus distance @ E3B20 ===
clique1_consensus_distance=0.093
clique2_consensus_distance=6.010



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.1458 top1= 29.4972


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.7020 top1= 32.4219


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.9730 top1= 19.6014

Train epoch 4
[E 4B0  |    384/60000 (  1%) ] Loss: 0.3129 top1= 90.6250

=== Log global consensus distance @ E4B0 ===
consensus_distance=4.126



=== Log clique consensus distance @ E4B0 ===
clique1_consensus_distance=0.098
clique2_consensus_distance=6.050


[E 4B10 |   4224/60000 (  7%) ] Loss: 0.3527 top1= 89.2045

=== Log global consensus distance @ E4B10 ===
consensus_distance=4.140



=== Log clique consensus distance @ E4B10 ===
clique1_consensus_distance=0.102
clique2_consensus_distance=6.085


[E 4B20 |   8064/60000 ( 13%) ] Loss: 0.3305 top1= 90.6250

=== Log global consensus distance @ E4B20 ===
consensus_distance=4.153



=== Log clique consensus distance @ E4B20 ===
clique1_consensus_distance=0.106
clique2_consensus_distance=6.116



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.2794 top1= 29.7276


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.7780 top1= 32.4820


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.1540 top1= 20.9034

Train epoch 5
[E 5B0  |    384/60000 (  1%) ] Loss: 0.2507 top1= 92.6136

=== Log global consensus distance @ E5B0 ===
consensus_distance=4.169



=== Log clique consensus distance @ E5B0 ===
clique1_consensus_distance=0.113
clique2_consensus_distance=6.151


[E 5B10 |   4224/60000 (  7%) ] Loss: 0.2991 top1= 90.9091

=== Log global consensus distance @ E5B10 ===
consensus_distance=4.181



=== Log clique consensus distance @ E5B10 ===
clique1_consensus_distance=0.117
clique2_consensus_distance=6.178


[E 5B20 |   8064/60000 ( 13%) ] Loss: 0.3471 top1= 90.9091

=== Log global consensus distance @ E5B20 ===
consensus_distance=4.136



=== Log clique consensus distance @ E5B20 ===
clique1_consensus_distance=0.116
clique2_consensus_distance=6.065



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.3643 top1= 30.0381


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.7812 top1= 34.6855


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.3063 top1= 22.4960

Train epoch 6
[E 6B0  |    384/60000 (  1%) ] Loss: 0.2447 top1= 91.4773

=== Log global consensus distance @ E6B0 ===
consensus_distance=4.157



=== Log clique consensus distance @ E6B0 ===
clique1_consensus_distance=0.106
clique2_consensus_distance=6.131


[E 6B10 |   4224/60000 (  7%) ] Loss: 0.1920 top1= 95.4545

=== Log global consensus distance @ E6B10 ===
consensus_distance=4.165



=== Log clique consensus distance @ E6B10 ===
clique1_consensus_distance=0.108
clique2_consensus_distance=6.150


[E 6B20 |   8064/60000 ( 13%) ] Loss: 0.2265 top1= 92.6136

=== Log global consensus distance @ E6B20 ===
consensus_distance=4.174



=== Log clique consensus distance @ E6B20 ===
clique1_consensus_distance=0.112
clique2_consensus_distance=6.170



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.4890 top1= 30.4087


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.8869 top1= 30.9295


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.4393 top1= 23.5176

Train epoch 7
[E 7B0  |    384/60000 (  1%) ] Loss: 0.1967 top1= 94.3182

=== Log global consensus distance @ E7B0 ===
consensus_distance=4.237



=== Log clique consensus distance @ E7B0 ===
clique1_consensus_distance=0.129
clique2_consensus_distance=6.310


[E 7B10 |   4224/60000 (  7%) ] Loss: 0.2509 top1= 92.0455

=== Log global consensus distance @ E7B10 ===
consensus_distance=4.246



=== Log clique consensus distance @ E7B10 ===
clique1_consensus_distance=0.133
clique2_consensus_distance=6.331


[E 7B20 |   8064/60000 ( 13%) ] Loss: 0.2260 top1= 92.0455

=== Log global consensus distance @ E7B20 ===
consensus_distance=4.251



=== Log clique consensus distance @ E7B20 ===
clique1_consensus_distance=0.133
clique2_consensus_distance=6.343



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.5721 top1= 30.5489


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.9404 top1= 32.1915


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.5499 top1= 24.5092

Train epoch 8
[E 8B0  |    384/60000 (  1%) ] Loss: 0.1620 top1= 94.8864

=== Log global consensus distance @ E8B0 ===
consensus_distance=4.262



=== Log clique consensus distance @ E8B0 ===
clique1_consensus_distance=0.137
clique2_consensus_distance=6.365


[E 8B10 |   4224/60000 (  7%) ] Loss: 0.2128 top1= 92.6136

=== Log global consensus distance @ E8B10 ===
consensus_distance=4.268



=== Log clique consensus distance @ E8B10 ===
clique1_consensus_distance=0.139
clique2_consensus_distance=6.380


[E 8B20 |   8064/60000 ( 13%) ] Loss: 0.2070 top1= 92.8977

=== Log global consensus distance @ E8B20 ===
consensus_distance=4.276



=== Log clique consensus distance @ E8B20 ===
clique1_consensus_distance=0.143
clique2_consensus_distance=6.397



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.6474 top1= 30.7993


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.9876 top1= 32.2516


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.6447 top1= 24.9599

Train epoch 9
[E 9B0  |    384/60000 (  1%) ] Loss: 0.1472 top1= 95.1705

=== Log global consensus distance @ E9B0 ===
consensus_distance=4.286



=== Log clique consensus distance @ E9B0 ===
clique1_consensus_distance=0.147
clique2_consensus_distance=6.415


[E 9B10 |   4224/60000 (  7%) ] Loss: 0.2020 top1= 92.8977

=== Log global consensus distance @ E9B10 ===
consensus_distance=4.292



=== Log clique consensus distance @ E9B10 ===
clique1_consensus_distance=0.149
clique2_consensus_distance=6.430


[E 9B20 |   8064/60000 ( 13%) ] Loss: 0.1995 top1= 92.3295

=== Log global consensus distance @ E9B20 ===
consensus_distance=4.299



=== Log clique consensus distance @ E9B20 ===
clique1_consensus_distance=0.151
clique2_consensus_distance=6.444



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.7189 top1= 30.8994


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.0370 top1= 32.2416


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.7328 top1= 25.2905

Train epoch 10
[E10B0  |    384/60000 (  1%) ] Loss: 0.1336 top1= 95.4545

=== Log global consensus distance @ E10B0 ===
consensus_distance=4.308



=== Log clique consensus distance @ E10B0 ===
clique1_consensus_distance=0.155
clique2_consensus_distance=6.461


[E10B10 |   4224/60000 (  7%) ] Loss: 0.1865 top1= 93.1818

=== Log global consensus distance @ E10B10 ===
consensus_distance=4.313



=== Log clique consensus distance @ E10B10 ===
clique1_consensus_distance=0.157
clique2_consensus_distance=6.473


[E10B20 |   8064/60000 ( 13%) ] Loss: 0.1913 top1= 92.6136

=== Log global consensus distance @ E10B20 ===
consensus_distance=4.321



=== Log clique consensus distance @ E10B20 ===
clique1_consensus_distance=0.161
clique2_consensus_distance=6.487



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.7795 top1= 30.9696


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.0735 top1= 32.5521


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.8068 top1= 25.6110

Train epoch 11
[E11B0  |    384/60000 (  1%) ] Loss: 0.1310 top1= 95.7386

=== Log global consensus distance @ E11B0 ===
consensus_distance=4.329



=== Log clique consensus distance @ E11B0 ===
clique1_consensus_distance=0.164
clique2_consensus_distance=6.502


[E11B10 |   4224/60000 (  7%) ] Loss: 0.1617 top1= 94.3182

=== Log global consensus distance @ E11B10 ===
consensus_distance=4.331



=== Log clique consensus distance @ E11B10 ===
clique1_consensus_distance=0.164
clique2_consensus_distance=6.510


[E11B20 |   8064/60000 ( 13%) ] Loss: 0.1624 top1= 94.3182

=== Log global consensus distance @ E11B20 ===
consensus_distance=4.337



=== Log clique consensus distance @ E11B20 ===
clique1_consensus_distance=0.165
clique2_consensus_distance=6.522



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.8396 top1= 31.1599


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.1677 top1= 30.6290


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.8805 top1= 25.7812

Train epoch 12
[E12B0  |    384/60000 (  1%) ] Loss: 0.1098 top1= 96.8750

=== Log global consensus distance @ E12B0 ===
consensus_distance=4.344



=== Log clique consensus distance @ E12B0 ===
clique1_consensus_distance=0.168
clique2_consensus_distance=6.536


[E12B10 |   4224/60000 (  7%) ] Loss: 0.1529 top1= 94.8864

=== Log global consensus distance @ E12B10 ===
consensus_distance=4.350



=== Log clique consensus distance @ E12B10 ===
clique1_consensus_distance=0.171
clique2_consensus_distance=6.548


[E12B20 |   8064/60000 ( 13%) ] Loss: 0.1499 top1= 94.3182

=== Log global consensus distance @ E12B20 ===
consensus_distance=4.355



=== Log clique consensus distance @ E12B20 ===
clique1_consensus_distance=0.172
clique2_consensus_distance=6.559



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.8943 top1= 31.0296


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.2166 top1= 30.6290


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.9431 top1= 25.9215

Train epoch 13
[E13B0  |    384/60000 (  1%) ] Loss: 0.1016 top1= 96.8750

=== Log global consensus distance @ E13B0 ===
consensus_distance=4.362



=== Log clique consensus distance @ E13B0 ===
clique1_consensus_distance=0.175
clique2_consensus_distance=6.571


[E13B10 |   4224/60000 (  7%) ] Loss: 0.1343 top1= 95.1705

=== Log global consensus distance @ E13B10 ===
consensus_distance=4.367



=== Log clique consensus distance @ E13B10 ===
clique1_consensus_distance=0.176
clique2_consensus_distance=6.582


[E13B20 |   8064/60000 ( 13%) ] Loss: 0.1413 top1= 94.3182

=== Log global consensus distance @ E13B20 ===
consensus_distance=4.372



=== Log clique consensus distance @ E13B20 ===
clique1_consensus_distance=0.178
clique2_consensus_distance=6.593



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.9443 top1= 31.1398


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.2623 top1= 30.4287


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.0049 top1= 26.1118

Train epoch 14
[E14B0  |    384/60000 (  1%) ] Loss: 0.0922 top1= 97.4432

=== Log global consensus distance @ E14B0 ===
consensus_distance=4.379



=== Log clique consensus distance @ E14B0 ===
clique1_consensus_distance=0.181
clique2_consensus_distance=6.605


[E14B10 |   4224/60000 (  7%) ] Loss: 0.1333 top1= 95.1705

=== Log global consensus distance @ E14B10 ===
consensus_distance=4.383



=== Log clique consensus distance @ E14B10 ===
clique1_consensus_distance=0.183
clique2_consensus_distance=6.614


[E14B20 |   8064/60000 ( 13%) ] Loss: 0.1367 top1= 94.3182

=== Log global consensus distance @ E14B20 ===
consensus_distance=4.388



=== Log clique consensus distance @ E14B20 ===
clique1_consensus_distance=0.184
clique2_consensus_distance=6.625



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.9951 top1= 31.2400


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.3215 top1= 30.1282


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.0584 top1= 26.2320

Train epoch 15
[E15B0  |    384/60000 (  1%) ] Loss: 0.0871 top1= 97.4432

=== Log global consensus distance @ E15B0 ===
consensus_distance=4.394



=== Log clique consensus distance @ E15B0 ===
clique1_consensus_distance=0.187
clique2_consensus_distance=6.637


[E15B10 |   4224/60000 (  7%) ] Loss: 0.1316 top1= 94.8864

=== Log global consensus distance @ E15B10 ===
consensus_distance=4.399



=== Log clique consensus distance @ E15B10 ===
clique1_consensus_distance=0.189
clique2_consensus_distance=6.646


[E15B20 |   8064/60000 ( 13%) ] Loss: 0.1417 top1= 94.6023

=== Log global consensus distance @ E15B20 ===
consensus_distance=4.403



=== Log clique consensus distance @ E15B20 ===
clique1_consensus_distance=0.191
clique2_consensus_distance=6.654



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=5.0369 top1= 31.2600


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.3232 top1= 31.3401


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.1042 top1= 26.4223

Train epoch 16
[E16B0  |    384/60000 (  1%) ] Loss: 0.0882 top1= 97.4432

=== Log global consensus distance @ E16B0 ===
consensus_distance=4.409



=== Log clique consensus distance @ E16B0 ===
clique1_consensus_distance=0.193
clique2_consensus_distance=6.665


[E16B10 |   4224/60000 (  7%) ] Loss: 0.1318 top1= 95.1705

=== Log global consensus distance @ E16B10 ===
consensus_distance=4.414



=== Log clique consensus distance @ E16B10 ===
clique1_consensus_distance=0.196
clique2_consensus_distance=6.674


[E16B20 |   8064/60000 ( 13%) ] Loss: 0.1422 top1= 94.8864

=== Log global consensus distance @ E16B20 ===
consensus_distance=4.418



=== Log clique consensus distance @ E16B20 ===
clique1_consensus_distance=0.197
clique2_consensus_distance=6.682



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=5.0798 top1= 31.3401


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.3889 top1= 30.0581


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.1595 top1= 26.4223

Train epoch 17
[E17B0  |    384/60000 (  1%) ] Loss: 0.0791 top1= 97.4432

=== Log global consensus distance @ E17B0 ===
consensus_distance=4.421



=== Log clique consensus distance @ E17B0 ===
clique1_consensus_distance=0.198
clique2_consensus_distance=6.690


[E17B10 |   4224/60000 (  7%) ] Loss: 0.1125 top1= 96.0227

=== Log global consensus distance @ E17B10 ===
consensus_distance=4.424



=== Log clique consensus distance @ E17B10 ===
clique1_consensus_distance=0.198
clique2_consensus_distance=6.697


[E17B20 |   8064/60000 ( 13%) ] Loss: 0.1240 top1= 95.1705

=== Log global consensus distance @ E17B20 ===
consensus_distance=4.430



=== Log clique consensus distance @ E17B20 ===
clique1_consensus_distance=0.201
clique2_consensus_distance=6.707



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=5.1165 top1= 31.1498


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.4510 top1= 29.0865


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.2051 top1= 26.5024

Train epoch 18
[E18B0  |    384/60000 (  1%) ] Loss: 0.0765 top1= 97.4432

=== Log global consensus distance @ E18B0 ===
consensus_distance=4.433



=== Log clique consensus distance @ E18B0 ===
clique1_consensus_distance=0.201
clique2_consensus_distance=6.713


[E18B10 |   4224/60000 (  7%) ] Loss: 0.1131 top1= 95.7386

=== Log global consensus distance @ E18B10 ===
consensus_distance=4.438



=== Log clique consensus distance @ E18B10 ===
clique1_consensus_distance=0.204
clique2_consensus_distance=6.723


[E18B20 |   8064/60000 ( 13%) ] Loss: 0.1147 top1= 95.1705

=== Log global consensus distance @ E18B20 ===
consensus_distance=4.441



=== Log clique consensus distance @ E18B20 ===
clique1_consensus_distance=0.204
clique2_consensus_distance=6.730



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=5.1556 top1= 31.4002


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.5206 top1= 27.9948


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.2439 top1= 26.6126

Train epoch 19
[E19B0  |    384/60000 (  1%) ] Loss: 0.0691 top1= 97.4432

=== Log global consensus distance @ E19B0 ===
consensus_distance=4.446



=== Log clique consensus distance @ E19B0 ===
clique1_consensus_distance=0.206
clique2_consensus_distance=6.738


[E19B10 |   4224/60000 (  7%) ] Loss: 0.1127 top1= 95.7386

=== Log global consensus distance @ E19B10 ===
consensus_distance=4.450



=== Log clique consensus distance @ E19B10 ===
clique1_consensus_distance=0.208
clique2_consensus_distance=6.747


[E19B20 |   8064/60000 ( 13%) ] Loss: 0.1116 top1= 95.4545

=== Log global consensus distance @ E19B20 ===
consensus_distance=4.452



=== Log clique consensus distance @ E19B20 ===
clique1_consensus_distance=0.208
clique2_consensus_distance=6.752



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=5.1904 top1= 31.2800


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.6048 top1= 26.7528


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.2889 top1= 26.7127

Train epoch 20
[E20B0  |    384/60000 (  1%) ] Loss: 0.0644 top1= 98.0114

=== Log global consensus distance @ E20B0 ===
consensus_distance=4.457



=== Log clique consensus distance @ E20B0 ===
clique1_consensus_distance=0.210
clique2_consensus_distance=6.762


[E20B10 |   4224/60000 (  7%) ] Loss: 0.1029 top1= 96.3068

=== Log global consensus distance @ E20B10 ===
consensus_distance=4.461



=== Log clique consensus distance @ E20B10 ===
clique1_consensus_distance=0.212
clique2_consensus_distance=6.770


[E20B20 |   8064/60000 ( 13%) ] Loss: 0.1070 top1= 95.7386

=== Log global consensus distance @ E20B20 ===
consensus_distance=4.465



=== Log clique consensus distance @ E20B20 ===
clique1_consensus_distance=0.213
clique2_consensus_distance=6.777



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=5.2295 top1= 31.2099


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.5825 top1= 28.4255


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.3256 top1= 26.8129

Train epoch 21
[E21B0  |    384/60000 (  1%) ] Loss: 0.0630 top1= 97.7273

=== Log global consensus distance @ E21B0 ===
consensus_distance=4.469



=== Log clique consensus distance @ E21B0 ===
clique1_consensus_distance=0.215
clique2_consensus_distance=6.784


[E21B10 |   4224/60000 (  7%) ] Loss: 0.1061 top1= 96.5909

=== Log global consensus distance @ E21B10 ===
consensus_distance=4.473



=== Log clique consensus distance @ E21B10 ===
clique1_consensus_distance=0.217
clique2_consensus_distance=6.792


[E21B20 |   8064/60000 ( 13%) ] Loss: 0.1012 top1= 96.0227

=== Log global consensus distance @ E21B20 ===
consensus_distance=4.474



=== Log clique consensus distance @ E21B20 ===
clique1_consensus_distance=0.216
clique2_consensus_distance=6.796



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=5.2612 top1= 31.3101


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.6724 top1= 26.6627


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.3626 top1= 26.8530

Train epoch 22
[E22B0  |    384/60000 (  1%) ] Loss: 0.0592 top1= 98.0114

=== Log global consensus distance @ E22B0 ===
consensus_distance=4.478



=== Log clique consensus distance @ E22B0 ===
clique1_consensus_distance=0.218
clique2_consensus_distance=6.803


[E22B10 |   4224/60000 (  7%) ] Loss: 0.0912 top1= 97.1591

=== Log global consensus distance @ E22B10 ===
consensus_distance=4.481



=== Log clique consensus distance @ E22B10 ===
clique1_consensus_distance=0.219
clique2_consensus_distance=6.811


[E22B20 |   8064/60000 ( 13%) ] Loss: 0.0965 top1= 96.0227

=== Log global consensus distance @ E22B20 ===
consensus_distance=4.485



=== Log clique consensus distance @ E22B20 ===
clique1_consensus_distance=0.220
clique2_consensus_distance=6.818



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=5.2949 top1= 31.2200


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.6854 top1= 27.2837


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.3994 top1= 26.8730

Train epoch 23
[E23B0  |    384/60000 (  1%) ] Loss: 0.0579 top1= 98.0114

=== Log global consensus distance @ E23B0 ===
consensus_distance=4.490



=== Log clique consensus distance @ E23B0 ===
clique1_consensus_distance=0.223
clique2_consensus_distance=6.826


[E23B10 |   4224/60000 (  7%) ] Loss: 0.0930 top1= 96.8750

=== Log global consensus distance @ E23B10 ===
consensus_distance=4.493



=== Log clique consensus distance @ E23B10 ===
clique1_consensus_distance=0.224
clique2_consensus_distance=6.832


[E23B20 |   8064/60000 ( 13%) ] Loss: 0.0953 top1= 96.5909

=== Log global consensus distance @ E23B20 ===
consensus_distance=4.495



=== Log clique consensus distance @ E23B20 ===
clique1_consensus_distance=0.224
clique2_consensus_distance=6.838



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=5.3312 top1= 31.2600


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.8104 top1= 24.9099


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.4366 top1= 27.0333

Train epoch 24
[E24B0  |    384/60000 (  1%) ] Loss: 0.0516 top1= 98.8636

=== Log global consensus distance @ E24B0 ===
consensus_distance=4.499



=== Log clique consensus distance @ E24B0 ===
clique1_consensus_distance=0.225
clique2_consensus_distance=6.845


[E24B10 |   4224/60000 (  7%) ] Loss: 0.0862 top1= 97.4432

=== Log global consensus distance @ E24B10 ===
consensus_distance=4.503



=== Log clique consensus distance @ E24B10 ===
clique1_consensus_distance=0.228
clique2_consensus_distance=6.851


[E24B20 |   8064/60000 ( 13%) ] Loss: 0.0942 top1= 97.1591

=== Log global consensus distance @ E24B20 ===
consensus_distance=4.506



=== Log clique consensus distance @ E24B20 ===
clique1_consensus_distance=0.229
clique2_consensus_distance=6.858



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=5.3575 top1= 31.1198


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.8166 top1= 25.4708


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.4698 top1= 27.0833

Train epoch 25
[E25B0  |    384/60000 (  1%) ] Loss: 0.0499 top1= 98.8636

=== Log global consensus distance @ E25B0 ===
consensus_distance=4.509



=== Log clique consensus distance @ E25B0 ===
clique1_consensus_distance=0.229
clique2_consensus_distance=6.864


[E25B10 |   4224/60000 (  7%) ] Loss: 0.0835 top1= 97.4432

=== Log global consensus distance @ E25B10 ===
consensus_distance=4.513



=== Log clique consensus distance @ E25B10 ===
clique1_consensus_distance=0.231
clique2_consensus_distance=6.871


[E25B20 |   8064/60000 ( 13%) ] Loss: 0.0904 top1= 97.1591

=== Log global consensus distance @ E25B20 ===
consensus_distance=4.516



=== Log clique consensus distance @ E25B20 ===
clique1_consensus_distance=0.232
clique2_consensus_distance=6.877



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=5.3843 top1= 31.1899


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.8195 top1= 26.3922


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.4933 top1= 27.0933

Train epoch 26
[E26B0  |    384/60000 (  1%) ] Loss: 0.0498 top1= 98.0114

=== Log global consensus distance @ E26B0 ===
consensus_distance=4.519



=== Log clique consensus distance @ E26B0 ===
clique1_consensus_distance=0.233
clique2_consensus_distance=6.883


[E26B10 |   4224/60000 (  7%) ] Loss: 0.0856 top1= 97.1591

=== Log global consensus distance @ E26B10 ===
consensus_distance=4.522



=== Log clique consensus distance @ E26B10 ===
clique1_consensus_distance=0.235
clique2_consensus_distance=6.888


[E26B20 |   8064/60000 ( 13%) ] Loss: 0.0876 top1= 96.8750

=== Log global consensus distance @ E26B20 ===
consensus_distance=4.525



=== Log clique consensus distance @ E26B20 ===
clique1_consensus_distance=0.237
clique2_consensus_distance=6.895



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=5.4170 top1= 31.4002


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.8206 top1= 26.8830


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.5284 top1= 27.1134

Train epoch 27
[E27B0  |    384/60000 (  1%) ] Loss: 0.0480 top1= 98.8636

=== Log global consensus distance @ E27B0 ===
consensus_distance=4.528



=== Log clique consensus distance @ E27B0 ===
clique1_consensus_distance=0.238
clique2_consensus_distance=6.901


[E27B10 |   4224/60000 (  7%) ] Loss: 0.0843 top1= 97.7273

=== Log global consensus distance @ E27B10 ===
consensus_distance=4.530



=== Log clique consensus distance @ E27B10 ===
clique1_consensus_distance=0.238
clique2_consensus_distance=6.905


[E27B20 |   8064/60000 ( 13%) ] Loss: 0.0862 top1= 97.4432

=== Log global consensus distance @ E27B20 ===
consensus_distance=4.533



=== Log clique consensus distance @ E27B20 ===
clique1_consensus_distance=0.238
clique2_consensus_distance=6.911



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=5.4390 top1= 31.2200


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.9110 top1= 25.3305


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.5641 top1= 27.1334

Train epoch 28
[E28B0  |    384/60000 (  1%) ] Loss: 0.0444 top1= 99.1477

=== Log global consensus distance @ E28B0 ===
consensus_distance=4.537



=== Log clique consensus distance @ E28B0 ===
clique1_consensus_distance=0.241
clique2_consensus_distance=6.919


[E28B10 |   4224/60000 (  7%) ] Loss: 0.0795 top1= 97.7273

=== Log global consensus distance @ E28B10 ===
consensus_distance=4.541



=== Log clique consensus distance @ E28B10 ===
clique1_consensus_distance=0.242
clique2_consensus_distance=6.925


[E28B20 |   8064/60000 ( 13%) ] Loss: 0.0797 top1= 97.7273

=== Log global consensus distance @ E28B20 ===
consensus_distance=4.543



=== Log clique consensus distance @ E28B20 ===
clique1_consensus_distance=0.243
clique2_consensus_distance=6.929



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=5.4748 top1= 31.1699


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.9253 top1= 25.7612


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.5887 top1= 27.1334

Train epoch 29
[E29B0  |    384/60000 (  1%) ] Loss: 0.0436 top1= 99.1477

=== Log global consensus distance @ E29B0 ===
consensus_distance=4.546



=== Log clique consensus distance @ E29B0 ===
clique1_consensus_distance=0.244
clique2_consensus_distance=6.935


[E29B10 |   4224/60000 (  7%) ] Loss: 0.0741 top1= 98.0114

=== Log global consensus distance @ E29B10 ===
consensus_distance=4.548



=== Log clique consensus distance @ E29B10 ===
clique1_consensus_distance=0.245
clique2_consensus_distance=6.940


[E29B20 |   8064/60000 ( 13%) ] Loss: 0.0782 top1= 97.7273

=== Log global consensus distance @ E29B20 ===
consensus_distance=4.552



=== Log clique consensus distance @ E29B20 ===
clique1_consensus_distance=0.247
clique2_consensus_distance=6.946



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=5.4946 top1= 31.3602


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.9330 top1= 26.1318


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.6151 top1= 27.1735

Train epoch 30
[E30B0  |    384/60000 (  1%) ] Loss: 0.0407 top1= 99.1477

=== Log global consensus distance @ E30B0 ===
consensus_distance=4.554



=== Log clique consensus distance @ E30B0 ===
clique1_consensus_distance=0.248
clique2_consensus_distance=6.951


[E30B10 |   4224/60000 (  7%) ] Loss: 0.0698 top1= 98.2955

=== Log global consensus distance @ E30B10 ===
consensus_distance=4.556



=== Log clique consensus distance @ E30B10 ===
clique1_consensus_distance=0.247
clique2_consensus_distance=6.957


[E30B20 |   8064/60000 ( 13%) ] Loss: 0.0757 top1= 98.0114

=== Log global consensus distance @ E30B20 ===
consensus_distance=4.560



=== Log clique consensus distance @ E30B20 ===
clique1_consensus_distance=0.249
clique2_consensus_distance=6.963



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=5.5151 top1= 31.2200


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.9485 top1= 26.6727


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.6417 top1= 27.2135

Train epoch 31
[E31B0  |    384/60000 (  1%) ] Loss: 0.0414 top1= 99.1477

=== Log global consensus distance @ E31B0 ===
consensus_distance=4.563



=== Log clique consensus distance @ E31B0 ===
clique1_consensus_distance=0.251
clique2_consensus_distance=6.968


[E31B10 |   4224/60000 (  7%) ] Loss: 0.0716 top1= 98.0114

=== Log global consensus distance @ E31B10 ===
consensus_distance=4.565



=== Log clique consensus distance @ E31B10 ===
clique1_consensus_distance=0.252
clique2_consensus_distance=6.973


[E31B20 |   8064/60000 ( 13%) ] Loss: 0.0763 top1= 97.1591

=== Log global consensus distance @ E31B20 ===
consensus_distance=4.569



=== Log clique consensus distance @ E31B20 ===
clique1_consensus_distance=0.253
clique2_consensus_distance=6.978



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=5.5429 top1= 31.3101


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.9448 top1= 27.2436


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.6659 top1= 27.2236

Train epoch 32
[E32B0  |    384/60000 (  1%) ] Loss: 0.0396 top1= 99.1477

=== Log global consensus distance @ E32B0 ===
consensus_distance=4.572



=== Log clique consensus distance @ E32B0 ===
clique1_consensus_distance=0.255
clique2_consensus_distance=6.984


[E32B10 |   4224/60000 (  7%) ] Loss: 0.0657 top1= 98.0114

=== Log global consensus distance @ E32B10 ===
consensus_distance=4.572



=== Log clique consensus distance @ E32B10 ===
clique1_consensus_distance=0.254
clique2_consensus_distance=6.986


[E32B20 |   8064/60000 ( 13%) ] Loss: 0.0688 top1= 98.2955

=== Log global consensus distance @ E32B20 ===
consensus_distance=4.575



=== Log clique consensus distance @ E32B20 ===
clique1_consensus_distance=0.255
clique2_consensus_distance=6.992



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=5.5693 top1= 31.1198


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.1324 top1= 23.8181


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.6982 top1= 27.2336

Train epoch 33
[E33B0  |    384/60000 (  1%) ] Loss: 0.0359 top1= 99.1477

=== Log global consensus distance @ E33B0 ===
consensus_distance=4.578



=== Log clique consensus distance @ E33B0 ===
clique1_consensus_distance=0.256
clique2_consensus_distance=6.998


[E33B10 |   4224/60000 (  7%) ] Loss: 0.0635 top1= 98.2955

=== Log global consensus distance @ E33B10 ===
consensus_distance=4.582



=== Log clique consensus distance @ E33B10 ===
clique1_consensus_distance=0.258
clique2_consensus_distance=7.005


[E33B20 |   8064/60000 ( 13%) ] Loss: 0.0656 top1= 98.2955

=== Log global consensus distance @ E33B20 ===
consensus_distance=4.584



=== Log clique consensus distance @ E33B20 ===
clique1_consensus_distance=0.259
clique2_consensus_distance=7.009



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=5.6015 top1= 31.0397


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.1174 top1= 24.6494


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.7223 top1= 27.2436

Train epoch 34
[E34B0  |    384/60000 (  1%) ] Loss: 0.0346 top1= 99.1477

=== Log global consensus distance @ E34B0 ===
consensus_distance=4.587



=== Log clique consensus distance @ E34B0 ===
clique1_consensus_distance=0.260
clique2_consensus_distance=7.014


[E34B10 |   4224/60000 (  7%) ] Loss: 0.0634 top1= 98.2955

=== Log global consensus distance @ E34B10 ===
consensus_distance=4.588



=== Log clique consensus distance @ E34B10 ===
clique1_consensus_distance=0.260
clique2_consensus_distance=7.018


[E34B20 |   8064/60000 ( 13%) ] Loss: 0.0645 top1= 98.2955

=== Log global consensus distance @ E34B20 ===
consensus_distance=4.591



=== Log clique consensus distance @ E34B20 ===
clique1_consensus_distance=0.262
clique2_consensus_distance=7.022



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=5.6166 top1= 31.0897


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.0753 top1= 25.8614


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.7454 top1= 27.2837

Train epoch 35
[E35B0  |    384/60000 (  1%) ] Loss: 0.0322 top1= 99.4318

=== Log global consensus distance @ E35B0 ===
consensus_distance=4.595



=== Log clique consensus distance @ E35B0 ===
clique1_consensus_distance=0.264
clique2_consensus_distance=7.028


[E35B10 |   4224/60000 (  7%) ] Loss: 0.0594 top1= 98.2955

=== Log global consensus distance @ E35B10 ===
consensus_distance=4.595



=== Log clique consensus distance @ E35B10 ===
clique1_consensus_distance=0.263
clique2_consensus_distance=7.032


[E35B20 |   8064/60000 ( 13%) ] Loss: 0.0666 top1= 98.2955

=== Log global consensus distance @ E35B20 ===
consensus_distance=4.599



=== Log clique consensus distance @ E35B20 ===
clique1_consensus_distance=0.265
clique2_consensus_distance=7.038



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=5.6426 top1= 31.0797


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.1261 top1= 25.4708


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.7674 top1= 27.2736

Train epoch 36
[E36B0  |    384/60000 (  1%) ] Loss: 0.0332 top1= 99.1477

=== Log global consensus distance @ E36B0 ===
consensus_distance=4.603



=== Log clique consensus distance @ E36B0 ===
clique1_consensus_distance=0.267
clique2_consensus_distance=7.044


[E36B10 |   4224/60000 (  7%) ] Loss: 0.0592 top1= 98.2955

=== Log global consensus distance @ E36B10 ===
consensus_distance=4.604



=== Log clique consensus distance @ E36B10 ===
clique1_consensus_distance=0.267
clique2_consensus_distance=7.047


[E36B20 |   8064/60000 ( 13%) ] Loss: 0.0653 top1= 98.0114

=== Log global consensus distance @ E36B20 ===
consensus_distance=4.606



=== Log clique consensus distance @ E36B20 ===
clique1_consensus_distance=0.267
clique2_consensus_distance=7.051



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=5.6540 top1= 31.0497


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.1709 top1= 25.1402


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.7903 top1= 27.3237

Train epoch 37
[E37B0  |    384/60000 (  1%) ] Loss: 0.0311 top1= 99.4318

=== Log global consensus distance @ E37B0 ===
consensus_distance=4.609



=== Log clique consensus distance @ E37B0 ===
clique1_consensus_distance=0.269
clique2_consensus_distance=7.057


[E37B10 |   4224/60000 (  7%) ] Loss: 0.0603 top1= 98.2955

=== Log global consensus distance @ E37B10 ===
consensus_distance=4.611



=== Log clique consensus distance @ E37B10 ===
clique1_consensus_distance=0.270
clique2_consensus_distance=7.061


[E37B20 |   8064/60000 ( 13%) ] Loss: 0.0579 top1= 98.8636

=== Log global consensus distance @ E37B20 ===
consensus_distance=4.613



=== Log clique consensus distance @ E37B20 ===
clique1_consensus_distance=0.270
clique2_consensus_distance=7.065



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=5.6853 top1= 31.1599


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.2882 top1= 23.2973


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.8171 top1= 27.3137

Train epoch 38
[E38B0  |    384/60000 (  1%) ] Loss: 0.0313 top1= 99.1477

=== Log global consensus distance @ E38B0 ===
consensus_distance=4.616



=== Log clique consensus distance @ E38B0 ===
clique1_consensus_distance=0.271
clique2_consensus_distance=7.071


[E38B10 |   4224/60000 (  7%) ] Loss: 0.0519 top1= 98.5795

=== Log global consensus distance @ E38B10 ===
consensus_distance=4.619



=== Log clique consensus distance @ E38B10 ===
clique1_consensus_distance=0.273
clique2_consensus_distance=7.076


[E38B20 |   8064/60000 ( 13%) ] Loss: 0.0581 top1= 98.5795

=== Log global consensus distance @ E38B20 ===
consensus_distance=4.621



=== Log clique consensus distance @ E38B20 ===
clique1_consensus_distance=0.274
clique2_consensus_distance=7.081



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=5.7097 top1= 30.9595


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.2375 top1= 24.6595


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.8345 top1= 27.3137

Train epoch 39
[E39B0  |    384/60000 (  1%) ] Loss: 0.0293 top1= 99.4318

=== Log global consensus distance @ E39B0 ===
consensus_distance=4.624



=== Log clique consensus distance @ E39B0 ===
clique1_consensus_distance=0.276
clique2_consensus_distance=7.086


[E39B10 |   4224/60000 (  7%) ] Loss: 0.0493 top1= 98.2955

=== Log global consensus distance @ E39B10 ===
consensus_distance=4.626



=== Log clique consensus distance @ E39B10 ===
clique1_consensus_distance=0.276
clique2_consensus_distance=7.089


[E39B20 |   8064/60000 ( 13%) ] Loss: 0.0548 top1= 98.8636

=== Log global consensus distance @ E39B20 ===
consensus_distance=4.628



=== Log clique consensus distance @ E39B20 ===
clique1_consensus_distance=0.276
clique2_consensus_distance=7.094



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=5.7296 top1= 31.0096


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.2518 top1= 24.8097


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.8631 top1= 27.3137

Train epoch 40
[E40B0  |    384/60000 (  1%) ] Loss: 0.0271 top1= 99.4318

=== Log global consensus distance @ E40B0 ===
consensus_distance=4.632



=== Log clique consensus distance @ E40B0 ===
clique1_consensus_distance=0.278
clique2_consensus_distance=7.099


[E40B10 |   4224/60000 (  7%) ] Loss: 0.0503 top1= 98.2955

=== Log global consensus distance @ E40B10 ===
consensus_distance=4.632



=== Log clique consensus distance @ E40B10 ===
clique1_consensus_distance=0.278
clique2_consensus_distance=7.101


[E40B20 |   8064/60000 ( 13%) ] Loss: 0.0512 top1= 98.8636

=== Log global consensus distance @ E40B20 ===
consensus_distance=4.634



=== Log clique consensus distance @ E40B20 ===
clique1_consensus_distance=0.277
clique2_consensus_distance=7.107



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=5.7524 top1= 30.9696


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.3979 top1= 22.9868


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.8784 top1= 27.3438

