
=== 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 BitFlippingWorker

=== 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: 1.8278 top1= 58.8068

=== Log global consensus distance @ E1B10 ===
consensus_distance=0.012



=== Log clique consensus distance @ E1B10 ===
clique1_consensus_distance=0.009
clique2_consensus_distance=0.026


[E 1B20 |   8064/60000 ( 13%) ] Loss: 1.3164 top1= 69.0341

=== Log global consensus distance @ E1B20 ===
consensus_distance=0.038



=== Log clique consensus distance @ E1B20 ===
clique1_consensus_distance=0.023
clique2_consensus_distance=0.088



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2279 top1= 26.1018


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


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3328 top1= 24.7897

Train epoch 2
[E 2B0  |    384/60000 (  1%) ] Loss: 0.9689 top1= 76.1364

=== Log global consensus distance @ E2B0 ===
consensus_distance=0.066



=== Log clique consensus distance @ E2B0 ===
clique1_consensus_distance=0.037
clique2_consensus_distance=0.154


[E 2B10 |   4224/60000 (  7%) ] Loss: 0.7824 top1= 80.1136

=== Log global consensus distance @ E2B10 ===
consensus_distance=0.093



=== Log clique consensus distance @ E2B10 ===
clique1_consensus_distance=0.051
clique2_consensus_distance=0.216


[E 2B20 |   8064/60000 ( 13%) ] Loss: 0.6644 top1= 83.5227

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



=== Log clique consensus distance @ E2B20 ===
clique1_consensus_distance=0.066
clique2_consensus_distance=0.271



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1649 top1= 28.6258


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


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.5924 top1= 25.9415

Train epoch 3
[E 3B0  |    384/60000 (  1%) ] Loss: 0.6053 top1= 86.3636

=== Log global consensus distance @ E3B0 ===
consensus_distance=0.137



=== Log clique consensus distance @ E3B0 ===
clique1_consensus_distance=0.078
clique2_consensus_distance=0.307


[E 3B10 |   4224/60000 (  7%) ] Loss: 0.6793 top1= 83.8068

=== Log global consensus distance @ E3B10 ===
consensus_distance=0.153



=== Log clique consensus distance @ E3B10 ===
clique1_consensus_distance=0.086
clique2_consensus_distance=0.341


[E 3B20 |   8064/60000 ( 13%) ] Loss: 0.5804 top1= 87.5000

=== Log global consensus distance @ E3B20 ===
consensus_distance=0.168



=== Log clique consensus distance @ E3B20 ===
clique1_consensus_distance=0.093
clique2_consensus_distance=0.371



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1520 top1= 19.9820


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


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.7425 top1= 20.5629

Train epoch 4
[E 4B0  |    384/60000 (  1%) ] Loss: 0.5740 top1= 88.0682

=== Log global consensus distance @ E4B0 ===
consensus_distance=0.183



=== Log clique consensus distance @ E4B0 ===
clique1_consensus_distance=0.098
clique2_consensus_distance=0.401


[E 4B10 |   4224/60000 (  7%) ] Loss: 0.7557 top1= 84.0909

=== Log global consensus distance @ E4B10 ===
consensus_distance=0.199



=== Log clique consensus distance @ E4B10 ===
clique1_consensus_distance=0.102
clique2_consensus_distance=0.430


[E 4B20 |   8064/60000 ( 13%) ] Loss: 0.4354 top1= 89.4886

=== Log global consensus distance @ E4B20 ===
consensus_distance=0.190



=== Log clique consensus distance @ E4B20 ===
clique1_consensus_distance=0.106
clique2_consensus_distance=0.448



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.0380 top1= 23.8882


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


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.8268 top1= 16.9171

Train epoch 5
[E 5B0  |    384/60000 (  1%) ] Loss: 0.3609 top1= 90.0568

=== Log global consensus distance @ E5B0 ===
consensus_distance=0.200



=== Log clique consensus distance @ E5B0 ===
clique1_consensus_distance=0.113
clique2_consensus_distance=0.468


[E 5B10 |   4224/60000 (  7%) ] Loss: 0.4093 top1= 87.7841

=== Log global consensus distance @ E5B10 ===
consensus_distance=0.209



=== Log clique consensus distance @ E5B10 ===
clique1_consensus_distance=0.117
clique2_consensus_distance=0.490


[E 5B20 |   8064/60000 ( 13%) ] Loss: 0.4059 top1= 89.4886

=== Log global consensus distance @ E5B20 ===
consensus_distance=0.212



=== Log clique consensus distance @ E5B20 ===
clique1_consensus_distance=0.116
clique2_consensus_distance=0.494



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.9780 top1= 29.0665


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


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.9738 top1= 18.1090

Train epoch 6
[E 6B0  |    384/60000 (  1%) ] Loss: 0.2932 top1= 89.7727

=== Log global consensus distance @ E6B0 ===
consensus_distance=0.215



=== Log clique consensus distance @ E6B0 ===
clique1_consensus_distance=0.106
clique2_consensus_distance=0.516


[E 6B10 |   4224/60000 (  7%) ] Loss: 0.2510 top1= 92.8977

=== Log global consensus distance @ E6B10 ===
consensus_distance=0.224



=== Log clique consensus distance @ E6B10 ===
clique1_consensus_distance=0.108
clique2_consensus_distance=0.536


[E 6B20 |   8064/60000 ( 13%) ] Loss: 0.2616 top1= 92.0455

=== Log global consensus distance @ E6B20 ===
consensus_distance=0.233



=== Log clique consensus distance @ E6B20 ===
clique1_consensus_distance=0.112
clique2_consensus_distance=0.554



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.9186 top1= 33.6939


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


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.0852 top1= 19.3810

Train epoch 7
[E 7B0  |    384/60000 (  1%) ] Loss: 0.2235 top1= 93.1818

=== Log global consensus distance @ E7B0 ===
consensus_distance=0.251



=== Log clique consensus distance @ E7B0 ===
clique1_consensus_distance=0.129
clique2_consensus_distance=0.586


[E 7B10 |   4224/60000 (  7%) ] Loss: 0.2898 top1= 89.4886

=== Log global consensus distance @ E7B10 ===
consensus_distance=0.259



=== Log clique consensus distance @ E7B10 ===
clique1_consensus_distance=0.133
clique2_consensus_distance=0.603


[E 7B20 |   8064/60000 ( 13%) ] Loss: 0.2491 top1= 91.7614

=== Log global consensus distance @ E7B20 ===
consensus_distance=0.264



=== Log clique consensus distance @ E7B20 ===
clique1_consensus_distance=0.133
clique2_consensus_distance=0.619



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8831 top1= 35.9175


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


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.2200 top1= 19.5413

Train epoch 8
[E 8B0  |    384/60000 (  1%) ] Loss: 0.1777 top1= 93.7500

=== Log global consensus distance @ E8B0 ===
consensus_distance=0.272



=== Log clique consensus distance @ E8B0 ===
clique1_consensus_distance=0.137
clique2_consensus_distance=0.634


[E 8B10 |   4224/60000 (  7%) ] Loss: 0.2402 top1= 91.4773

=== Log global consensus distance @ E8B10 ===
consensus_distance=0.278



=== Log clique consensus distance @ E8B10 ===
clique1_consensus_distance=0.139
clique2_consensus_distance=0.650


[E 8B20 |   8064/60000 ( 13%) ] Loss: 0.2248 top1= 92.3295

=== Log global consensus distance @ E8B20 ===
consensus_distance=0.285



=== Log clique consensus distance @ E8B20 ===
clique1_consensus_distance=0.143
clique2_consensus_distance=0.663



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8513 top1= 37.4800


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


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.3194 top1= 20.4127

Train epoch 9
[E 9B0  |    384/60000 (  1%) ] Loss: 0.1568 top1= 94.8864

=== Log global consensus distance @ E9B0 ===
consensus_distance=0.292



=== Log clique consensus distance @ E9B0 ===
clique1_consensus_distance=0.147
clique2_consensus_distance=0.675


[E 9B10 |   4224/60000 (  7%) ] Loss: 0.2237 top1= 90.9091

=== Log global consensus distance @ E9B10 ===
consensus_distance=0.298



=== Log clique consensus distance @ E9B10 ===
clique1_consensus_distance=0.149
clique2_consensus_distance=0.689


[E 9B20 |   8064/60000 ( 13%) ] Loss: 0.2113 top1= 92.3295

=== Log global consensus distance @ E9B20 ===
consensus_distance=0.304



=== Log clique consensus distance @ E9B20 ===
clique1_consensus_distance=0.151
clique2_consensus_distance=0.701



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8244 top1= 39.1927


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


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.4071 top1= 20.9936

Train epoch 10
[E10B0  |    384/60000 (  1%) ] Loss: 0.1404 top1= 95.4545

=== Log global consensus distance @ E10B0 ===
consensus_distance=0.310



=== Log clique consensus distance @ E10B0 ===
clique1_consensus_distance=0.155
clique2_consensus_distance=0.712


[E10B10 |   4224/60000 (  7%) ] Loss: 0.2032 top1= 93.1818

=== Log global consensus distance @ E10B10 ===
consensus_distance=0.315



=== Log clique consensus distance @ E10B10 ===
clique1_consensus_distance=0.157
clique2_consensus_distance=0.724


[E10B20 |   8064/60000 ( 13%) ] Loss: 0.2001 top1= 92.3295

=== Log global consensus distance @ E10B20 ===
consensus_distance=0.320



=== Log clique consensus distance @ E10B20 ===
clique1_consensus_distance=0.161
clique2_consensus_distance=0.733



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8065 top1= 39.2929


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


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.5021 top1= 21.0236

Train epoch 11
[E11B0  |    384/60000 (  1%) ] Loss: 0.1382 top1= 95.7386

=== Log global consensus distance @ E11B0 ===
consensus_distance=0.326



=== Log clique consensus distance @ E11B0 ===
clique1_consensus_distance=0.164
clique2_consensus_distance=0.743


[E11B10 |   4224/60000 (  7%) ] Loss: 0.1738 top1= 94.8864

=== Log global consensus distance @ E11B10 ===
consensus_distance=0.330



=== Log clique consensus distance @ E11B10 ===
clique1_consensus_distance=0.164
clique2_consensus_distance=0.755


[E11B20 |   8064/60000 ( 13%) ] Loss: 0.1691 top1= 93.7500

=== Log global consensus distance @ E11B20 ===
consensus_distance=0.335



=== Log clique consensus distance @ E11B20 ===
clique1_consensus_distance=0.165
clique2_consensus_distance=0.766



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.7806 top1= 41.1358


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


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.5628 top1= 21.6747

Train epoch 12
[E12B0  |    384/60000 (  1%) ] Loss: 0.1154 top1= 96.5909

=== Log global consensus distance @ E12B0 ===
consensus_distance=0.340



=== Log clique consensus distance @ E12B0 ===
clique1_consensus_distance=0.168
clique2_consensus_distance=0.776


[E12B10 |   4224/60000 (  7%) ] Loss: 0.1645 top1= 94.6023

=== Log global consensus distance @ E12B10 ===
consensus_distance=0.345



=== Log clique consensus distance @ E12B10 ===
clique1_consensus_distance=0.171
clique2_consensus_distance=0.786


[E12B20 |   8064/60000 ( 13%) ] Loss: 0.1548 top1= 94.0341

=== Log global consensus distance @ E12B20 ===
consensus_distance=0.349



=== Log clique consensus distance @ E12B20 ===
clique1_consensus_distance=0.172
clique2_consensus_distance=0.795



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.7671 top1= 41.0857


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


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.6293 top1= 22.0052

Train epoch 13
[E13B0  |    384/60000 (  1%) ] Loss: 0.1074 top1= 96.8750

=== Log global consensus distance @ E13B0 ===
consensus_distance=0.353



=== Log clique consensus distance @ E13B0 ===
clique1_consensus_distance=0.175
clique2_consensus_distance=0.803


[E13B10 |   4224/60000 (  7%) ] Loss: 0.1426 top1= 95.1705

=== Log global consensus distance @ E13B10 ===
consensus_distance=0.357



=== Log clique consensus distance @ E13B10 ===
clique1_consensus_distance=0.176
clique2_consensus_distance=0.813


[E13B20 |   8064/60000 ( 13%) ] Loss: 0.1454 top1= 94.6023

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



=== Log clique consensus distance @ E13B20 ===
clique1_consensus_distance=0.178
clique2_consensus_distance=0.822



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.7537 top1= 41.3462


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


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.7132 top1= 21.7448

Train epoch 14
[E14B0  |    384/60000 (  1%) ] Loss: 0.1011 top1= 96.5909

=== Log global consensus distance @ E14B0 ===
consensus_distance=0.365



=== Log clique consensus distance @ E14B0 ===
clique1_consensus_distance=0.181
clique2_consensus_distance=0.828


[E14B10 |   4224/60000 (  7%) ] Loss: 0.1402 top1= 95.1705

=== Log global consensus distance @ E14B10 ===
consensus_distance=0.369



=== Log clique consensus distance @ E14B10 ===
clique1_consensus_distance=0.183
clique2_consensus_distance=0.837


[E14B20 |   8064/60000 ( 13%) ] Loss: 0.1405 top1= 94.0341

=== Log global consensus distance @ E14B20 ===
consensus_distance=0.373



=== Log clique consensus distance @ E14B20 ===
clique1_consensus_distance=0.184
clique2_consensus_distance=0.846



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.7355 top1= 42.6482


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


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.7477 top1= 22.5761

Train epoch 15
[E15B0  |    384/60000 (  1%) ] Loss: 0.0923 top1= 97.7273

=== Log global consensus distance @ E15B0 ===
consensus_distance=0.377



=== Log clique consensus distance @ E15B0 ===
clique1_consensus_distance=0.187
clique2_consensus_distance=0.853


[E15B10 |   4224/60000 (  7%) ] Loss: 0.1394 top1= 94.8864

=== Log global consensus distance @ E15B10 ===
consensus_distance=0.381



=== Log clique consensus distance @ E15B10 ===
clique1_consensus_distance=0.189
clique2_consensus_distance=0.860


[E15B20 |   8064/60000 ( 13%) ] Loss: 0.1463 top1= 94.6023

=== Log global consensus distance @ E15B20 ===
consensus_distance=0.384



=== Log clique consensus distance @ E15B20 ===
clique1_consensus_distance=0.191
clique2_consensus_distance=0.867



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.7242 top1= 42.9287


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


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.8221 top1= 22.2957

Train epoch 16
[E16B0  |    384/60000 (  1%) ] Loss: 0.0936 top1= 97.4432

=== Log global consensus distance @ E16B0 ===
consensus_distance=0.388



=== Log clique consensus distance @ E16B0 ===
clique1_consensus_distance=0.193
clique2_consensus_distance=0.873


[E16B10 |   4224/60000 (  7%) ] Loss: 0.1374 top1= 95.1705

=== Log global consensus distance @ E16B10 ===
consensus_distance=0.392



=== Log clique consensus distance @ E16B10 ===
clique1_consensus_distance=0.196
clique2_consensus_distance=0.881


[E16B20 |   8064/60000 ( 13%) ] Loss: 0.1452 top1= 94.8864

=== Log global consensus distance @ E16B20 ===
consensus_distance=0.395



=== Log clique consensus distance @ E16B20 ===
clique1_consensus_distance=0.197
clique2_consensus_distance=0.887



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.7096 top1= 43.6999


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


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.8623 top1= 22.6362

Train epoch 17
[E17B0  |    384/60000 (  1%) ] Loss: 0.0847 top1= 97.4432

=== Log global consensus distance @ E17B0 ===
consensus_distance=0.398



=== Log clique consensus distance @ E17B0 ===
clique1_consensus_distance=0.198
clique2_consensus_distance=0.895


[E17B10 |   4224/60000 (  7%) ] Loss: 0.1171 top1= 96.0227

=== Log global consensus distance @ E17B10 ===
consensus_distance=0.402



=== Log clique consensus distance @ E17B10 ===
clique1_consensus_distance=0.198
clique2_consensus_distance=0.903


[E17B20 |   8064/60000 ( 13%) ] Loss: 0.1260 top1= 95.4545

=== Log global consensus distance @ E17B20 ===
consensus_distance=0.405



=== Log clique consensus distance @ E17B20 ===
clique1_consensus_distance=0.201
clique2_consensus_distance=0.909



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.7033 top1= 42.8586


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


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.9114 top1= 22.8966

Train epoch 18
[E18B0  |    384/60000 (  1%) ] Loss: 0.0819 top1= 97.4432

=== Log global consensus distance @ E18B0 ===
consensus_distance=0.408



=== Log clique consensus distance @ E18B0 ===
clique1_consensus_distance=0.201
clique2_consensus_distance=0.916


[E18B10 |   4224/60000 (  7%) ] Loss: 0.1171 top1= 95.7386

=== Log global consensus distance @ E18B10 ===
consensus_distance=0.411



=== Log clique consensus distance @ E18B10 ===
clique1_consensus_distance=0.204
clique2_consensus_distance=0.923


[E18B20 |   8064/60000 ( 13%) ] Loss: 0.1190 top1= 94.8864

=== Log global consensus distance @ E18B20 ===
consensus_distance=0.414



=== Log clique consensus distance @ E18B20 ===
clique1_consensus_distance=0.204
clique2_consensus_distance=0.929



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.6928 top1= 42.5481


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


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.9554 top1= 23.1771

Train epoch 19
[E19B0  |    384/60000 (  1%) ] Loss: 0.0749 top1= 97.1591

=== Log global consensus distance @ E19B0 ===
consensus_distance=0.417



=== Log clique consensus distance @ E19B0 ===
clique1_consensus_distance=0.206
clique2_consensus_distance=0.935


[E19B10 |   4224/60000 (  7%) ] Loss: 0.1163 top1= 96.0227

=== Log global consensus distance @ E19B10 ===
consensus_distance=0.421



=== Log clique consensus distance @ E19B10 ===
clique1_consensus_distance=0.208
clique2_consensus_distance=0.941


[E19B20 |   8064/60000 ( 13%) ] Loss: 0.1130 top1= 95.4545

=== Log global consensus distance @ E19B20 ===
consensus_distance=0.423



=== Log clique consensus distance @ E19B20 ===
clique1_consensus_distance=0.208
clique2_consensus_distance=0.948



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.6843 top1= 41.8970


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


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.0119 top1= 23.1270

Train epoch 20
[E20B0  |    384/60000 (  1%) ] Loss: 0.0695 top1= 98.0114

=== Log global consensus distance @ E20B0 ===
consensus_distance=0.426



=== Log clique consensus distance @ E20B0 ===
clique1_consensus_distance=0.210
clique2_consensus_distance=0.954


[E20B10 |   4224/60000 (  7%) ] Loss: 0.1065 top1= 96.3068

=== Log global consensus distance @ E20B10 ===
consensus_distance=0.429



=== Log clique consensus distance @ E20B10 ===
clique1_consensus_distance=0.212
clique2_consensus_distance=0.960


[E20B20 |   8064/60000 ( 13%) ] Loss: 0.1089 top1= 96.0227

=== Log global consensus distance @ E20B20 ===
consensus_distance=0.432



=== Log clique consensus distance @ E20B20 ===
clique1_consensus_distance=0.213
clique2_consensus_distance=0.965



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.6756 top1= 42.8185


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


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.0480 top1= 23.2372

Train epoch 21
[E21B0  |    384/60000 (  1%) ] Loss: 0.0680 top1= 97.7273

=== Log global consensus distance @ E21B0 ===
consensus_distance=0.435



=== Log clique consensus distance @ E21B0 ===
clique1_consensus_distance=0.215
clique2_consensus_distance=0.970


[E21B10 |   4224/60000 (  7%) ] Loss: 0.1093 top1= 96.5909

=== Log global consensus distance @ E21B10 ===
consensus_distance=0.438



=== Log clique consensus distance @ E21B10 ===
clique1_consensus_distance=0.217
clique2_consensus_distance=0.976


[E21B20 |   8064/60000 ( 13%) ] Loss: 0.1040 top1= 96.0227

=== Log global consensus distance @ E21B20 ===
consensus_distance=0.440



=== Log clique consensus distance @ E21B20 ===
clique1_consensus_distance=0.216
clique2_consensus_distance=0.982



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.6666 top1= 42.1975


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


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.0805 top1= 23.4075

Train epoch 22
[E22B0  |    384/60000 (  1%) ] Loss: 0.0640 top1= 98.0114

=== Log global consensus distance @ E22B0 ===
consensus_distance=0.443



=== Log clique consensus distance @ E22B0 ===
clique1_consensus_distance=0.218
clique2_consensus_distance=0.988


[E22B10 |   4224/60000 (  7%) ] Loss: 0.0938 top1= 97.1591

=== Log global consensus distance @ E22B10 ===
consensus_distance=0.446



=== Log clique consensus distance @ E22B10 ===
clique1_consensus_distance=0.219
clique2_consensus_distance=0.995


[E22B20 |   8064/60000 ( 13%) ] Loss: 0.0983 top1= 96.0227

=== Log global consensus distance @ E22B20 ===
consensus_distance=0.449



=== Log clique consensus distance @ E22B20 ===
clique1_consensus_distance=0.220
clique2_consensus_distance=1.001



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.6593 top1= 42.6583


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


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.1133 top1= 23.6679

Train epoch 23
[E23B0  |    384/60000 (  1%) ] Loss: 0.0631 top1= 98.0114

=== Log global consensus distance @ E23B0 ===
consensus_distance=0.452



=== Log clique consensus distance @ E23B0 ===
clique1_consensus_distance=0.223
clique2_consensus_distance=1.005


[E23B10 |   4224/60000 (  7%) ] Loss: 0.0971 top1= 96.8750

=== Log global consensus distance @ E23B10 ===
consensus_distance=0.455



=== Log clique consensus distance @ E23B10 ===
clique1_consensus_distance=0.224
clique2_consensus_distance=1.010


[E23B20 |   8064/60000 ( 13%) ] Loss: 0.0965 top1= 96.8750

=== Log global consensus distance @ E23B20 ===
consensus_distance=0.457



=== Log clique consensus distance @ E23B20 ===
clique1_consensus_distance=0.224
clique2_consensus_distance=1.017



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.6577 top1= 41.2059


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


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.1735 top1= 23.3373

Train epoch 24
[E24B0  |    384/60000 (  1%) ] Loss: 0.0562 top1= 98.8636

=== Log global consensus distance @ E24B0 ===
consensus_distance=0.460



=== Log clique consensus distance @ E24B0 ===
clique1_consensus_distance=0.225
clique2_consensus_distance=1.022


[E24B10 |   4224/60000 (  7%) ] Loss: 0.0881 top1= 97.4432

=== Log global consensus distance @ E24B10 ===
consensus_distance=0.462



=== Log clique consensus distance @ E24B10 ===
clique1_consensus_distance=0.228
clique2_consensus_distance=1.026


[E24B20 |   8064/60000 ( 13%) ] Loss: 0.0947 top1= 97.4432

=== Log global consensus distance @ E24B20 ===
consensus_distance=0.465



=== Log clique consensus distance @ E24B20 ===
clique1_consensus_distance=0.229
clique2_consensus_distance=1.031



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.6509 top1= 41.2660


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


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.2193 top1= 23.3574

Train epoch 25
[E25B0  |    384/60000 (  1%) ] Loss: 0.0559 top1= 98.8636

=== Log global consensus distance @ E25B0 ===
consensus_distance=0.467



=== Log clique consensus distance @ E25B0 ===
clique1_consensus_distance=0.229
clique2_consensus_distance=1.037


[E25B10 |   4224/60000 (  7%) ] Loss: 0.0858 top1= 97.4432

=== Log global consensus distance @ E25B10 ===
consensus_distance=0.470



=== Log clique consensus distance @ E25B10 ===
clique1_consensus_distance=0.231
clique2_consensus_distance=1.042


[E25B20 |   8064/60000 ( 13%) ] Loss: 0.0907 top1= 97.4432

=== Log global consensus distance @ E25B20 ===
consensus_distance=0.472



=== Log clique consensus distance @ E25B20 ===
clique1_consensus_distance=0.232
clique2_consensus_distance=1.046



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.6411 top1= 42.0272


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


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.2220 top1= 23.9183

Train epoch 26
[E26B0  |    384/60000 (  1%) ] Loss: 0.0553 top1= 98.2955

=== Log global consensus distance @ E26B0 ===
consensus_distance=0.475



=== Log clique consensus distance @ E26B0 ===
clique1_consensus_distance=0.233
clique2_consensus_distance=1.051


[E26B10 |   4224/60000 (  7%) ] Loss: 0.0873 top1= 97.1591

=== Log global consensus distance @ E26B10 ===
consensus_distance=0.477



=== Log clique consensus distance @ E26B10 ===
clique1_consensus_distance=0.235
clique2_consensus_distance=1.055


[E26B20 |   8064/60000 ( 13%) ] Loss: 0.0887 top1= 96.8750

=== Log global consensus distance @ E26B20 ===
consensus_distance=0.480



=== Log clique consensus distance @ E26B20 ===
clique1_consensus_distance=0.237
clique2_consensus_distance=1.059



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.6333 top1= 42.5280


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


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.2563 top1= 23.8582

Train epoch 27
[E27B0  |    384/60000 (  1%) ] Loss: 0.0525 top1= 99.1477

=== Log global consensus distance @ E27B0 ===
consensus_distance=0.482



=== Log clique consensus distance @ E27B0 ===
clique1_consensus_distance=0.238
clique2_consensus_distance=1.065


[E27B10 |   4224/60000 (  7%) ] Loss: 0.0863 top1= 97.7273

=== Log global consensus distance @ E27B10 ===
consensus_distance=0.484



=== Log clique consensus distance @ E27B10 ===
clique1_consensus_distance=0.238
clique2_consensus_distance=1.071


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

=== Log global consensus distance @ E27B20 ===
consensus_distance=0.487



=== Log clique consensus distance @ E27B20 ===
clique1_consensus_distance=0.238
clique2_consensus_distance=1.076



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.6305 top1= 41.6767


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


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.2898 top1= 23.9283

Train epoch 28
[E28B0  |    384/60000 (  1%) ] Loss: 0.0508 top1= 98.8636

=== Log global consensus distance @ E28B0 ===
consensus_distance=0.489



=== Log clique consensus distance @ E28B0 ===
clique1_consensus_distance=0.241
clique2_consensus_distance=1.081


[E28B10 |   4224/60000 (  7%) ] Loss: 0.0825 top1= 97.7273

=== Log global consensus distance @ E28B10 ===
consensus_distance=0.492



=== Log clique consensus distance @ E28B10 ===
clique1_consensus_distance=0.242
clique2_consensus_distance=1.085


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

=== Log global consensus distance @ E28B20 ===
consensus_distance=0.494



=== Log clique consensus distance @ E28B20 ===
clique1_consensus_distance=0.243
clique2_consensus_distance=1.090



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.6287 top1= 41.5264


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


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.3299 top1= 23.9884

Train epoch 29
[E29B0  |    384/60000 (  1%) ] Loss: 0.0508 top1= 98.8636

=== Log global consensus distance @ E29B0 ===
consensus_distance=0.496



=== Log clique consensus distance @ E29B0 ===
clique1_consensus_distance=0.244
clique2_consensus_distance=1.094


[E29B10 |   4224/60000 (  7%) ] Loss: 0.0752 top1= 98.0114

=== Log global consensus distance @ E29B10 ===
consensus_distance=0.499



=== Log clique consensus distance @ E29B10 ===
clique1_consensus_distance=0.245
clique2_consensus_distance=1.099


[E29B20 |   8064/60000 ( 13%) ] Loss: 0.0794 top1= 97.7273

=== Log global consensus distance @ E29B20 ===
consensus_distance=0.501



=== Log clique consensus distance @ E29B20 ===
clique1_consensus_distance=0.247
clique2_consensus_distance=1.102



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.6200 top1= 41.7869


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


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.3620 top1= 24.0184

Train epoch 30
[E30B0  |    384/60000 (  1%) ] Loss: 0.0471 top1= 99.1477

=== Log global consensus distance @ E30B0 ===
consensus_distance=0.503



=== Log clique consensus distance @ E30B0 ===
clique1_consensus_distance=0.248
clique2_consensus_distance=1.107


[E30B10 |   4224/60000 (  7%) ] Loss: 0.0709 top1= 98.2955

=== Log global consensus distance @ E30B10 ===
consensus_distance=0.505



=== Log clique consensus distance @ E30B10 ===
clique1_consensus_distance=0.247
clique2_consensus_distance=1.114


[E30B20 |   8064/60000 ( 13%) ] Loss: 0.0765 top1= 98.0114

=== Log global consensus distance @ E30B20 ===
consensus_distance=0.508



=== Log clique consensus distance @ E30B20 ===
clique1_consensus_distance=0.249
clique2_consensus_distance=1.117



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.6148 top1= 42.1374


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


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.3840 top1= 24.1887

Train epoch 31
[E31B0  |    384/60000 (  1%) ] Loss: 0.0479 top1= 99.1477

=== Log global consensus distance @ E31B0 ===
consensus_distance=0.510



=== Log clique consensus distance @ E31B0 ===
clique1_consensus_distance=0.251
clique2_consensus_distance=1.120


[E31B10 |   4224/60000 (  7%) ] Loss: 0.0730 top1= 98.0114

=== Log global consensus distance @ E31B10 ===
consensus_distance=0.512



=== Log clique consensus distance @ E31B10 ===
clique1_consensus_distance=0.252
clique2_consensus_distance=1.125


[E31B20 |   8064/60000 ( 13%) ] Loss: 0.0771 top1= 97.1591

=== Log global consensus distance @ E31B20 ===
consensus_distance=0.514



=== Log clique consensus distance @ E31B20 ===
clique1_consensus_distance=0.253
clique2_consensus_distance=1.128



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.6107 top1= 42.4579


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


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.4191 top1= 24.0385

Train epoch 32
[E32B0  |    384/60000 (  1%) ] Loss: 0.0462 top1= 99.1477

=== Log global consensus distance @ E32B0 ===
consensus_distance=0.517



=== Log clique consensus distance @ E32B0 ===
clique1_consensus_distance=0.255
clique2_consensus_distance=1.132


[E32B10 |   4224/60000 (  7%) ] Loss: 0.0672 top1= 98.0114

=== Log global consensus distance @ E32B10 ===
consensus_distance=0.518



=== Log clique consensus distance @ E32B10 ===
clique1_consensus_distance=0.254
clique2_consensus_distance=1.138


[E32B20 |   8064/60000 ( 13%) ] Loss: 0.0691 top1= 98.5795

=== Log global consensus distance @ E32B20 ===
consensus_distance=0.520



=== Log clique consensus distance @ E32B20 ===
clique1_consensus_distance=0.255
clique2_consensus_distance=1.143



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.6104 top1= 40.5849


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


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.4368 top1= 24.2989

Train epoch 33
[E33B0  |    384/60000 (  1%) ] Loss: 0.0424 top1= 99.1477

=== Log global consensus distance @ E33B0 ===
consensus_distance=0.523



=== Log clique consensus distance @ E33B0 ===
clique1_consensus_distance=0.256
clique2_consensus_distance=1.147


[E33B10 |   4224/60000 (  7%) ] Loss: 0.0644 top1= 98.2955

=== Log global consensus distance @ E33B10 ===
consensus_distance=0.525



=== Log clique consensus distance @ E33B10 ===
clique1_consensus_distance=0.258
clique2_consensus_distance=1.152


[E33B20 |   8064/60000 ( 13%) ] Loss: 0.0668 top1= 98.2955

=== Log global consensus distance @ E33B20 ===
consensus_distance=0.528



=== Log clique consensus distance @ E33B20 ===
clique1_consensus_distance=0.259
clique2_consensus_distance=1.155



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.6061 top1= 41.3762


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


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.4550 top1= 24.4091

Train epoch 34
[E34B0  |    384/60000 (  1%) ] Loss: 0.0414 top1= 99.1477

=== Log global consensus distance @ E34B0 ===
consensus_distance=0.530



=== Log clique consensus distance @ E34B0 ===
clique1_consensus_distance=0.260
clique2_consensus_distance=1.160


[E34B10 |   4224/60000 (  7%) ] Loss: 0.0639 top1= 98.2955

=== Log global consensus distance @ E34B10 ===
consensus_distance=0.532



=== Log clique consensus distance @ E34B10 ===
clique1_consensus_distance=0.260
clique2_consensus_distance=1.165


[E34B20 |   8064/60000 ( 13%) ] Loss: 0.0668 top1= 98.0114

=== Log global consensus distance @ E34B20 ===
consensus_distance=0.534



=== Log clique consensus distance @ E34B20 ===
clique1_consensus_distance=0.262
clique2_consensus_distance=1.168



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.6025 top1= 41.2260


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


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.5022 top1= 24.2788

Train epoch 35
[E35B0  |    384/60000 (  1%) ] Loss: 0.0394 top1= 99.4318

=== Log global consensus distance @ E35B0 ===
consensus_distance=0.536



=== Log clique consensus distance @ E35B0 ===
clique1_consensus_distance=0.264
clique2_consensus_distance=1.171


[E35B10 |   4224/60000 (  7%) ] Loss: 0.0601 top1= 98.2955

=== Log global consensus distance @ E35B10 ===
consensus_distance=0.538



=== Log clique consensus distance @ E35B10 ===
clique1_consensus_distance=0.263
clique2_consensus_distance=1.177


[E35B20 |   8064/60000 ( 13%) ] Loss: 0.0669 top1= 98.2955

=== Log global consensus distance @ E35B20 ===
consensus_distance=0.540



=== Log clique consensus distance @ E35B20 ===
clique1_consensus_distance=0.265
clique2_consensus_distance=1.181



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5957 top1= 41.4163


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


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.5146 top1= 24.4792

Train epoch 36
[E36B0  |    384/60000 (  1%) ] Loss: 0.0388 top1= 99.1477

=== Log global consensus distance @ E36B0 ===
consensus_distance=0.543



=== Log clique consensus distance @ E36B0 ===
clique1_consensus_distance=0.267
clique2_consensus_distance=1.184


[E36B10 |   4224/60000 (  7%) ] Loss: 0.0607 top1= 98.2955

=== Log global consensus distance @ E36B10 ===
consensus_distance=0.544



=== Log clique consensus distance @ E36B10 ===
clique1_consensus_distance=0.267
clique2_consensus_distance=1.188


[E36B20 |   8064/60000 ( 13%) ] Loss: 0.0680 top1= 98.0114

=== Log global consensus distance @ E36B20 ===
consensus_distance=0.546



=== Log clique consensus distance @ E36B20 ===
clique1_consensus_distance=0.267
clique2_consensus_distance=1.192



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5942 top1= 41.5465


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


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.5562 top1= 24.2288

Train epoch 37
[E37B0  |    384/60000 (  1%) ] Loss: 0.0375 top1= 99.1477

=== Log global consensus distance @ E37B0 ===
consensus_distance=0.548



=== Log clique consensus distance @ E37B0 ===
clique1_consensus_distance=0.269
clique2_consensus_distance=1.195


[E37B10 |   4224/60000 (  7%) ] Loss: 0.0609 top1= 98.2955

=== Log global consensus distance @ E37B10 ===
consensus_distance=0.550



=== Log clique consensus distance @ E37B10 ===
clique1_consensus_distance=0.270
clique2_consensus_distance=1.199


[E37B20 |   8064/60000 ( 13%) ] Loss: 0.0585 top1= 98.8636

=== Log global consensus distance @ E37B20 ===
consensus_distance=0.552



=== Log clique consensus distance @ E37B20 ===
clique1_consensus_distance=0.270
clique2_consensus_distance=1.204



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5922 top1= 40.5349


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


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.5617 top1= 24.5393

Train epoch 38
[E38B0  |    384/60000 (  1%) ] Loss: 0.0371 top1= 99.1477

=== Log global consensus distance @ E38B0 ===
consensus_distance=0.554



=== Log clique consensus distance @ E38B0 ===
clique1_consensus_distance=0.271
clique2_consensus_distance=1.208


[E38B10 |   4224/60000 (  7%) ] Loss: 0.0525 top1= 98.5795

=== Log global consensus distance @ E38B10 ===
consensus_distance=0.557



=== Log clique consensus distance @ E38B10 ===
clique1_consensus_distance=0.273
clique2_consensus_distance=1.213


[E38B20 |   8064/60000 ( 13%) ] Loss: 0.0591 top1= 98.5795

=== Log global consensus distance @ E38B20 ===
consensus_distance=0.559



=== Log clique consensus distance @ E38B20 ===
clique1_consensus_distance=0.274
clique2_consensus_distance=1.217



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5867 top1= 41.1158


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


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.5688 top1= 24.8097

Train epoch 39
[E39B0  |    384/60000 (  1%) ] Loss: 0.0352 top1= 99.4318

=== Log global consensus distance @ E39B0 ===
consensus_distance=0.561



=== Log clique consensus distance @ E39B0 ===
clique1_consensus_distance=0.276
clique2_consensus_distance=1.220


[E39B10 |   4224/60000 (  7%) ] Loss: 0.0500 top1= 98.2955

=== Log global consensus distance @ E39B10 ===
consensus_distance=0.563



=== Log clique consensus distance @ E39B10 ===
clique1_consensus_distance=0.276
clique2_consensus_distance=1.225


[E39B20 |   8064/60000 ( 13%) ] Loss: 0.0563 top1= 98.5795

=== Log global consensus distance @ E39B20 ===
consensus_distance=0.565



=== Log clique consensus distance @ E39B20 ===
clique1_consensus_distance=0.276
clique2_consensus_distance=1.229



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5875 top1= 40.6450


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


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.6329 top1= 24.3389

Train epoch 40
[E40B0  |    384/60000 (  1%) ] Loss: 0.0335 top1= 99.4318

=== Log global consensus distance @ E40B0 ===
consensus_distance=0.567



=== Log clique consensus distance @ E40B0 ===
clique1_consensus_distance=0.278
clique2_consensus_distance=1.231


[E40B10 |   4224/60000 (  7%) ] Loss: 0.0509 top1= 98.2955

=== Log global consensus distance @ E40B10 ===
consensus_distance=0.569



=== Log clique consensus distance @ E40B10 ===
clique1_consensus_distance=0.278
clique2_consensus_distance=1.236


[E40B20 |   8064/60000 ( 13%) ] Loss: 0.0537 top1= 98.2955

=== Log global consensus distance @ E40B20 ===
consensus_distance=0.571



=== Log clique consensus distance @ E40B20 ===
clique1_consensus_distance=0.277
clique2_consensus_distance=1.242



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5842 top1= 40.3245


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


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.6331 top1= 24.6695

