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

=== Start adding graph ===
TwoCliquesWithByzantine(m=5,b=2)

Train epoch 1
[E 1B0  |    416/60000 (  1%) ] Loss: 2.3051 top1=  8.5227

=== Peeking data label distribution E1B0 ===
Worker 0 has targets: tensor([9, 9, 2, 5, 8], device='cuda:0')
Worker 1 has targets: tensor([3, 4, 1, 1, 9], device='cuda:0')
Worker 2 has targets: tensor([5, 0, 6, 6, 2], device='cuda:0')
Worker 3 has targets: tensor([4, 6, 5, 0, 1], device='cuda:0')
Worker 4 has targets: tensor([7, 8, 5, 1, 0], device='cuda:0')
Worker 5 has targets: tensor([4, 9, 4, 4, 7], device='cuda:0')
Worker 6 has targets: tensor([9, 9, 7, 4, 9], device='cuda:0')
Worker 7 has targets: tensor([6, 3, 4, 0, 2], device='cuda:0')
Worker 8 has targets: tensor([8, 1, 1, 0, 6], device='cuda:0')
Worker 9 has targets: tensor([8, 3, 8, 7, 8], device='cuda:0')
Worker 10 has targets: tensor([7, 2, 7, 0, 7], device='cuda:0')
Worker 11 has targets: tensor([5, 4, 6, 3, 2], device='cuda:0')
Worker 12 has targets: tensor([1, 9, 6, 2, 7], 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 |   4576/60000 (  8%) ] Loss: 2.2971 top1= 11.3636

=== Log global consensus distance @ E1B10 ===
consensus_distance=0.000



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


[E 1B20 |   8736/60000 ( 15%) ] Loss: 2.2874 top1= 10.5114

=== Log global consensus distance @ E1B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2791 top1= 16.4363


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2785 top1= 16.9171


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2785 top1= 17.0473

Train epoch 2
[E 2B0  |    416/60000 (  1%) ] Loss: 2.2785 top1= 13.3523

=== Log global consensus distance @ E2B0 ===
consensus_distance=0.000



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


[E 2B10 |   4576/60000 (  8%) ] Loss: 2.2720 top1= 15.9091

=== Log global consensus distance @ E2B10 ===
consensus_distance=0.000



=== Log clique consensus distance @ E2B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000


[E 2B20 |   8736/60000 ( 15%) ] Loss: 2.2632 top1= 15.0568

=== Log global consensus distance @ E2B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2542 top1= 25.7812


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2535 top1= 26.0717


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2535 top1= 26.0517

Train epoch 3
[E 3B0  |    416/60000 (  1%) ] Loss: 2.2523 top1= 18.7500

=== Log global consensus distance @ E3B0 ===
consensus_distance=0.000



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


[E 3B10 |   4576/60000 (  8%) ] Loss: 2.2463 top1= 21.0227

=== Log global consensus distance @ E3B10 ===
consensus_distance=0.000



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


[E 3B20 |   8736/60000 ( 15%) ] Loss: 2.2371 top1= 20.4545

=== Log global consensus distance @ E3B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2272 top1= 30.1883


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2264 top1= 30.3085


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2265 top1= 30.2684

Train epoch 4
[E 4B0  |    416/60000 (  1%) ] Loss: 2.2247 top1= 24.4318

=== Log global consensus distance @ E4B0 ===
consensus_distance=0.000



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


[E 4B10 |   4576/60000 (  8%) ] Loss: 2.2183 top1= 26.9886

=== Log global consensus distance @ E4B10 ===
consensus_distance=0.000



=== Log clique consensus distance @ E4B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000


[E 4B20 |   8736/60000 ( 15%) ] Loss: 2.2082 top1= 27.2727

=== Log global consensus distance @ E4B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1974 top1= 37.4599


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1966 top1= 36.3281


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1966 top1= 38.3113

Train epoch 5
[E 5B0  |    416/60000 (  1%) ] Loss: 2.1950 top1= 29.8295

=== Log global consensus distance @ E5B0 ===
consensus_distance=0.000



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


[E 5B10 |   4576/60000 (  8%) ] Loss: 2.1876 top1= 32.6705

=== Log global consensus distance @ E5B10 ===
consensus_distance=0.000



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


[E 5B20 |   8736/60000 ( 15%) ] Loss: 2.1766 top1= 31.8182

=== Log global consensus distance @ E5B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1649 top1= 42.9387


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1640 top1= 42.5581


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1640 top1= 43.0188

Train epoch 6
[E 6B0  |    416/60000 (  1%) ] Loss: 2.1633 top1= 31.5341

=== Log global consensus distance @ E6B0 ===
consensus_distance=0.000



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


[E 6B10 |   4576/60000 (  8%) ] Loss: 2.1536 top1= 38.0682

=== Log global consensus distance @ E6B10 ===
consensus_distance=0.000



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


[E 6B20 |   8736/60000 ( 15%) ] Loss: 2.1417 top1= 37.5000

=== Log global consensus distance @ E6B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1292 top1= 45.9335


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1281 top1= 46.0537


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1283 top1= 45.7031

Train epoch 7
[E 7B0  |    416/60000 (  1%) ] Loss: 2.1286 top1= 37.2159

=== Log global consensus distance @ E7B0 ===
consensus_distance=0.000



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


[E 7B10 |   4576/60000 (  8%) ] Loss: 2.1156 top1= 42.0455

=== Log global consensus distance @ E7B10 ===
consensus_distance=0.000



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


[E 7B20 |   8736/60000 ( 15%) ] Loss: 2.1029 top1= 44.0341

=== Log global consensus distance @ E7B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.0897 top1= 49.1687


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0884 top1= 49.4091


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0887 top1= 48.9083

Train epoch 8
[E 8B0  |    416/60000 (  1%) ] Loss: 2.0904 top1= 38.6364

=== Log global consensus distance @ E8B0 ===
consensus_distance=0.000



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


[E 8B10 |   4576/60000 (  8%) ] Loss: 2.0732 top1= 46.0227

=== Log global consensus distance @ E8B10 ===
consensus_distance=0.000



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


[E 8B20 |   8736/60000 ( 15%) ] Loss: 2.0599 top1= 46.5909

=== Log global consensus distance @ E8B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.0458 top1= 52.9147


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0443 top1= 52.9948


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0447 top1= 52.6542

Train epoch 9
[E 9B0  |    416/60000 (  1%) ] Loss: 2.0480 top1= 43.1818

=== Log global consensus distance @ E9B0 ===
consensus_distance=0.000



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


[E 9B10 |   4576/60000 (  8%) ] Loss: 2.0260 top1= 49.1477

=== Log global consensus distance @ E9B10 ===
consensus_distance=0.000



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


[E 9B20 |   8736/60000 ( 15%) ] Loss: 2.0118 top1= 50.0000

=== Log global consensus distance @ E9B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.9968 top1= 55.9996


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9953 top1= 56.3001


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.9955 top1= 55.6791

Train epoch 10
[E10B0  |    416/60000 (  1%) ] Loss: 2.0008 top1= 48.0114

=== Log global consensus distance @ E10B0 ===
consensus_distance=0.000



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


[E10B10 |   4576/60000 (  8%) ] Loss: 1.9732 top1= 51.1364

=== Log global consensus distance @ E10B10 ===
consensus_distance=0.000



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


[E10B20 |   8736/60000 ( 15%) ] Loss: 1.9583 top1= 52.5568

=== Log global consensus distance @ E10B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.9421 top1= 58.7340


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9403 top1= 58.9643


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.9405 top1= 58.4135

Train epoch 11
[E11B0  |    416/60000 (  1%) ] Loss: 1.9480 top1= 51.7045

=== Log global consensus distance @ E11B0 ===
consensus_distance=0.000



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


[E11B10 |   4576/60000 (  8%) ] Loss: 1.9141 top1= 54.5455

=== Log global consensus distance @ E11B10 ===
consensus_distance=0.000



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


[E11B20 |   8736/60000 ( 15%) ] Loss: 1.8988 top1= 56.2500

=== Log global consensus distance @ E11B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8816 top1= 61.2881


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8795 top1= 61.4383


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.8797 top1= 60.9175

Train epoch 12
[E12B0  |    416/60000 (  1%) ] Loss: 1.8894 top1= 54.2614

=== Log global consensus distance @ E12B0 ===
consensus_distance=0.000



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


[E12B10 |   4576/60000 (  8%) ] Loss: 1.8478 top1= 56.2500

=== Log global consensus distance @ E12B10 ===
consensus_distance=0.000



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


[E12B20 |   8736/60000 ( 15%) ] Loss: 1.8341 top1= 57.9545

=== Log global consensus distance @ E12B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8154 top1= 63.6318


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8130 top1= 63.9323


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.8133 top1= 63.4014

Train epoch 13
[E13B0  |    416/60000 (  1%) ] Loss: 1.8255 top1= 56.8182

=== Log global consensus distance @ E13B0 ===
consensus_distance=0.000



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


[E13B10 |   4576/60000 (  8%) ] Loss: 1.7756 top1= 59.9432

=== Log global consensus distance @ E13B10 ===
consensus_distance=0.000



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


[E13B20 |   8736/60000 ( 15%) ] Loss: 1.7649 top1= 60.2273

=== Log global consensus distance @ E13B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.7437 top1= 65.8454


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7410 top1= 66.1859


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.7412 top1= 65.5849

Train epoch 14
[E14B0  |    416/60000 (  1%) ] Loss: 1.7570 top1= 57.1023

=== Log global consensus distance @ E14B0 ===
consensus_distance=0.000



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


[E14B10 |   4576/60000 (  8%) ] Loss: 1.6981 top1= 62.2159

=== Log global consensus distance @ E14B10 ===
consensus_distance=0.000



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


[E14B20 |   8736/60000 ( 15%) ] Loss: 1.6912 top1= 61.6477

=== Log global consensus distance @ E14B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.6673 top1= 68.1490


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6642 top1= 68.4395


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.6644 top1= 67.7584

Train epoch 15
[E15B0  |    416/60000 (  1%) ] Loss: 1.6846 top1= 58.8068

=== Log global consensus distance @ E15B0 ===
consensus_distance=0.000



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


[E15B10 |   4576/60000 (  8%) ] Loss: 1.6163 top1= 64.7727

=== Log global consensus distance @ E15B10 ===
consensus_distance=0.000



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


[E15B20 |   8736/60000 ( 15%) ] Loss: 1.6142 top1= 63.0682

=== Log global consensus distance @ E15B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5869 top1= 70.5028


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5835 top1= 70.7632


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.5837 top1= 70.3526

Train epoch 16
[E16B0  |    416/60000 (  1%) ] Loss: 1.6090 top1= 60.2273

=== Log global consensus distance @ E16B0 ===
consensus_distance=0.000



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


[E16B10 |   4576/60000 (  8%) ] Loss: 1.5317 top1= 68.1818

=== Log global consensus distance @ E16B10 ===
consensus_distance=0.000



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


[E16B20 |   8736/60000 ( 15%) ] Loss: 1.5354 top1= 64.2045

=== Log global consensus distance @ E16B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5042 top1= 72.5160


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5003 top1= 72.8265


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.5006 top1= 72.3257

Train epoch 17
[E17B0  |    416/60000 (  1%) ] Loss: 1.5315 top1= 64.2045

=== Log global consensus distance @ E17B0 ===
consensus_distance=0.000



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


[E17B10 |   4576/60000 (  8%) ] Loss: 1.4461 top1= 69.8864

=== Log global consensus distance @ E17B10 ===
consensus_distance=0.000



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


[E17B20 |   8736/60000 ( 15%) ] Loss: 1.4564 top1= 66.7614

=== Log global consensus distance @ E17B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.4207 top1= 74.5693


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4163 top1= 74.7696


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4167 top1= 74.2588

Train epoch 18
[E18B0  |    416/60000 (  1%) ] Loss: 1.4534 top1= 66.1932

=== Log global consensus distance @ E18B0 ===
consensus_distance=0.000



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


[E18B10 |   4576/60000 (  8%) ] Loss: 1.3612 top1= 70.7386

=== Log global consensus distance @ E18B10 ===
consensus_distance=0.000



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


[E18B20 |   8736/60000 ( 15%) ] Loss: 1.3785 top1= 68.4659

=== Log global consensus distance @ E18B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.3384 top1= 76.2220


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3336 top1= 76.4123


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3340 top1= 76.0717

Train epoch 19
[E19B0  |    416/60000 (  1%) ] Loss: 1.3766 top1= 67.8977

=== Log global consensus distance @ E19B0 ===
consensus_distance=0.000



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


[E19B10 |   4576/60000 (  8%) ] Loss: 1.2788 top1= 71.5909

=== Log global consensus distance @ E19B10 ===
consensus_distance=0.000



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


[E19B20 |   8736/60000 ( 15%) ] Loss: 1.3031 top1= 69.3182

=== Log global consensus distance @ E19B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.2590 top1= 77.4840


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2539 top1= 77.7143


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.2543 top1= 77.3838

Train epoch 20
[E20B0  |    416/60000 (  1%) ] Loss: 1.3025 top1= 69.0341

=== Log global consensus distance @ E20B0 ===
consensus_distance=0.000



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


[E20B10 |   4576/60000 (  8%) ] Loss: 1.2004 top1= 72.7273

=== Log global consensus distance @ E20B10 ===
consensus_distance=0.000



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


[E20B20 |   8736/60000 ( 15%) ] Loss: 1.2317 top1= 71.3068

=== Log global consensus distance @ E20B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.1842 top1= 78.7460


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.1788 top1= 78.8962


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.1791 top1= 78.5657

Train epoch 21
[E21B0  |    416/60000 (  1%) ] Loss: 1.2324 top1= 71.0227

=== Log global consensus distance @ E21B0 ===
consensus_distance=0.000



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


[E21B10 |   4576/60000 (  8%) ] Loss: 1.1273 top1= 73.8636

=== Log global consensus distance @ E21B10 ===
consensus_distance=0.000



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


[E21B20 |   8736/60000 ( 15%) ] Loss: 1.1652 top1= 73.0114

=== Log global consensus distance @ E21B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.1149 top1= 79.6575


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.1092 top1= 79.7776


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.1096 top1= 79.6575

Train epoch 22
[E22B0  |    416/60000 (  1%) ] Loss: 1.1671 top1= 72.7273

=== Log global consensus distance @ E22B0 ===
consensus_distance=0.000



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


[E22B10 |   4576/60000 (  8%) ] Loss: 1.0602 top1= 75.5682

=== Log global consensus distance @ E22B10 ===
consensus_distance=0.000



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


[E22B20 |   8736/60000 ( 15%) ] Loss: 1.1042 top1= 73.5795

=== Log global consensus distance @ E22B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0518 top1= 80.4087


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.0459 top1= 80.5689


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.0462 top1= 80.2985

Train epoch 23
[E23B0  |    416/60000 (  1%) ] Loss: 1.1071 top1= 74.7159

=== Log global consensus distance @ E23B0 ===
consensus_distance=0.000



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


[E23B10 |   4576/60000 (  8%) ] Loss: 0.9993 top1= 77.2727

=== Log global consensus distance @ E23B10 ===
consensus_distance=0.000



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


[E23B20 |   8736/60000 ( 15%) ] Loss: 1.0487 top1= 74.4318

=== Log global consensus distance @ E23B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9949 top1= 81.1298


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.9889 top1= 81.5104


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.9891 top1= 81.1298

Train epoch 24
[E24B0  |    416/60000 (  1%) ] Loss: 1.0524 top1= 75.0000

=== Log global consensus distance @ E24B0 ===
consensus_distance=0.000



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


[E24B10 |   4576/60000 (  8%) ] Loss: 0.9443 top1= 80.1136

=== Log global consensus distance @ E24B10 ===
consensus_distance=0.000



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


[E24B20 |   8736/60000 ( 15%) ] Loss: 0.9986 top1= 75.5682

=== Log global consensus distance @ E24B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9440 top1= 81.9712


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.9380 top1= 82.2316


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.9381 top1= 81.7909

Train epoch 25
[E25B0  |    416/60000 (  1%) ] Loss: 1.0027 top1= 76.4205

=== Log global consensus distance @ E25B0 ===
consensus_distance=0.000



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


[E25B10 |   4576/60000 (  8%) ] Loss: 0.8951 top1= 80.1136

=== Log global consensus distance @ E25B10 ===
consensus_distance=0.000



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


[E25B20 |   8736/60000 ( 15%) ] Loss: 0.9534 top1= 76.7045

=== Log global consensus distance @ E25B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8988 top1= 82.7925


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.8927 top1= 82.7524


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.8927 top1= 82.5721

Train epoch 26
[E26B0  |    416/60000 (  1%) ] Loss: 0.9580 top1= 77.2727

=== Log global consensus distance @ E26B0 ===
consensus_distance=0.000



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


[E26B10 |   4576/60000 (  8%) ] Loss: 0.8510 top1= 80.6818

=== Log global consensus distance @ E26B10 ===
consensus_distance=0.000



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


[E26B20 |   8736/60000 ( 15%) ] Loss: 0.9129 top1= 77.5568

=== Log global consensus distance @ E26B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8585 top1= 83.1330


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.8524 top1= 83.2833


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.8525 top1= 83.1931

Train epoch 27
[E27B0  |    416/60000 (  1%) ] Loss: 0.9175 top1= 78.1250

=== Log global consensus distance @ E27B0 ===
consensus_distance=0.000



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


[E27B10 |   4576/60000 (  8%) ] Loss: 0.8116 top1= 81.8182

=== Log global consensus distance @ E27B10 ===
consensus_distance=0.000



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


[E27B20 |   8736/60000 ( 15%) ] Loss: 0.8766 top1= 79.8295

=== Log global consensus distance @ E27B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8228 top1= 83.5938


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.8167 top1= 83.8141


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.8167 top1= 83.5337

Train epoch 28
[E28B0  |    416/60000 (  1%) ] Loss: 0.8808 top1= 78.6932

=== Log global consensus distance @ E28B0 ===
consensus_distance=0.000



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


[E28B10 |   4576/60000 (  8%) ] Loss: 0.7764 top1= 82.3864

=== Log global consensus distance @ E28B10 ===
consensus_distance=0.000



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


[E28B20 |   8736/60000 ( 15%) ] Loss: 0.8440 top1= 80.3977

=== Log global consensus distance @ E28B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7911 top1= 84.0044


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.7848 top1= 84.1346


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.7849 top1= 83.9543

Train epoch 29
[E29B0  |    416/60000 (  1%) ] Loss: 0.8475 top1= 78.9773

=== Log global consensus distance @ E29B0 ===
consensus_distance=0.000



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


[E29B10 |   4576/60000 (  8%) ] Loss: 0.7447 top1= 82.3864

=== Log global consensus distance @ E29B10 ===
consensus_distance=0.000



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


[E29B20 |   8736/60000 ( 15%) ] Loss: 0.8148 top1= 80.6818

=== Log global consensus distance @ E29B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7628 top1= 84.4451


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.7565 top1= 84.5453


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.7565 top1= 84.3149

Train epoch 30
[E30B0  |    416/60000 (  1%) ] Loss: 0.8174 top1= 78.9773

=== Log global consensus distance @ E30B0 ===
consensus_distance=0.000



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


[E30B10 |   4576/60000 (  8%) ] Loss: 0.7162 top1= 82.6705

=== Log global consensus distance @ E30B10 ===
consensus_distance=0.000



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


[E30B20 |   8736/60000 ( 15%) ] Loss: 0.7886 top1= 80.9659

=== Log global consensus distance @ E30B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7375 top1= 84.7756


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.7313 top1= 84.9159


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.7313 top1= 84.6655

Train epoch 31
[E31B0  |    416/60000 (  1%) ] Loss: 0.7901 top1= 80.1136

=== Log global consensus distance @ E31B0 ===
consensus_distance=0.000



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


[E31B10 |   4576/60000 (  8%) ] Loss: 0.6906 top1= 82.9545

=== Log global consensus distance @ E31B10 ===
consensus_distance=0.000



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


[E31B20 |   8736/60000 ( 15%) ] Loss: 0.7650 top1= 80.9659

=== Log global consensus distance @ E31B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7150 top1= 85.1062


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.7087 top1= 85.2464


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.7087 top1= 85.1562

Train epoch 32
[E32B0  |    416/60000 (  1%) ] Loss: 0.7653 top1= 81.2500

=== Log global consensus distance @ E32B0 ===
consensus_distance=0.000



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


[E32B10 |   4576/60000 (  8%) ] Loss: 0.6676 top1= 84.0909

=== Log global consensus distance @ E32B10 ===
consensus_distance=0.000



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


[E32B20 |   8736/60000 ( 15%) ] Loss: 0.7437 top1= 81.2500

=== Log global consensus distance @ E32B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6949 top1= 85.3866


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.6885 top1= 85.5569


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.6885 top1= 85.3566

Train epoch 33
[E33B0  |    416/60000 (  1%) ] Loss: 0.7427 top1= 81.5341

=== Log global consensus distance @ E33B0 ===
consensus_distance=0.000



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


[E33B10 |   4576/60000 (  8%) ] Loss: 0.6467 top1= 84.6591

=== Log global consensus distance @ E33B10 ===
consensus_distance=0.000



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


[E33B20 |   8736/60000 ( 15%) ] Loss: 0.7245 top1= 81.5341

=== Log global consensus distance @ E33B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6766 top1= 85.7272


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.6702 top1= 85.8874


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.6703 top1= 85.5369

Train epoch 34
[E34B0  |    416/60000 (  1%) ] Loss: 0.7220 top1= 82.3864

=== Log global consensus distance @ E34B0 ===
consensus_distance=0.000



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


[E34B10 |   4576/60000 (  8%) ] Loss: 0.6277 top1= 85.5114

=== Log global consensus distance @ E34B10 ===
consensus_distance=0.000



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


[E34B20 |   8736/60000 ( 15%) ] Loss: 0.7070 top1= 81.5341

=== Log global consensus distance @ E34B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6602 top1= 85.9275


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.6538 top1= 86.1278


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.6539 top1= 85.8373

Train epoch 35
[E35B0  |    416/60000 (  1%) ] Loss: 0.7031 top1= 82.9545

=== Log global consensus distance @ E35B0 ===
consensus_distance=0.000



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


[E35B10 |   4576/60000 (  8%) ] Loss: 0.6104 top1= 86.3636

=== Log global consensus distance @ E35B10 ===
consensus_distance=0.000



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


[E35B20 |   8736/60000 ( 15%) ] Loss: 0.6911 top1= 82.3864

=== Log global consensus distance @ E35B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6452 top1= 86.0477


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.6388 top1= 86.3281


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.6389 top1= 86.1178

Train epoch 36
[E36B0  |    416/60000 (  1%) ] Loss: 0.6856 top1= 83.8068

=== Log global consensus distance @ E36B0 ===
consensus_distance=0.000



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


[E36B10 |   4576/60000 (  8%) ] Loss: 0.5945 top1= 87.7841

=== Log global consensus distance @ E36B10 ===
consensus_distance=0.000



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


[E36B20 |   8736/60000 ( 15%) ] Loss: 0.6765 top1= 82.6705

=== Log global consensus distance @ E36B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6317 top1= 86.2580


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.6252 top1= 86.4483


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.6254 top1= 86.3081

Train epoch 37
[E37B0  |    416/60000 (  1%) ] Loss: 0.6693 top1= 84.0909

=== Log global consensus distance @ E37B0 ===
consensus_distance=0.000



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


[E37B10 |   4576/60000 (  8%) ] Loss: 0.5799 top1= 88.3523

=== Log global consensus distance @ E37B10 ===
consensus_distance=0.000



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


[E37B20 |   8736/60000 ( 15%) ] Loss: 0.6630 top1= 82.3864

=== Log global consensus distance @ E37B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6193 top1= 86.4683


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.6128 top1= 86.6186


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.6129 top1= 86.3982

Train epoch 38
[E38B0  |    416/60000 (  1%) ] Loss: 0.6543 top1= 84.9432

=== Log global consensus distance @ E38B0 ===
consensus_distance=0.000



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


[E38B10 |   4576/60000 (  8%) ] Loss: 0.5665 top1= 88.6364

=== Log global consensus distance @ E38B10 ===
consensus_distance=0.000



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


[E38B20 |   8736/60000 ( 15%) ] Loss: 0.6507 top1= 82.6705

=== Log global consensus distance @ E38B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6079 top1= 86.5885


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.6014 top1= 86.8289


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.6015 top1= 86.4383

Train epoch 39
[E39B0  |    416/60000 (  1%) ] Loss: 0.6404 top1= 85.2273

=== Log global consensus distance @ E39B0 ===
consensus_distance=0.000



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


[E39B10 |   4576/60000 (  8%) ] Loss: 0.5539 top1= 88.6364

=== Log global consensus distance @ E39B10 ===
consensus_distance=0.000



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


[E39B20 |   8736/60000 ( 15%) ] Loss: 0.6393 top1= 82.9545

=== Log global consensus distance @ E39B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5974 top1= 86.6887


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5909 top1= 86.9992


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5910 top1= 86.5885

Train epoch 40
[E40B0  |    416/60000 (  1%) ] Loss: 0.6275 top1= 85.5114

=== Log global consensus distance @ E40B0 ===
consensus_distance=0.000



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


[E40B10 |   4576/60000 (  8%) ] Loss: 0.5423 top1= 88.6364

=== Log global consensus distance @ E40B10 ===
consensus_distance=0.000



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


[E40B20 |   8736/60000 ( 15%) ] Loss: 0.6287 top1= 82.9545

=== Log global consensus distance @ E40B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5878 top1= 86.8289


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5812 top1= 87.1094


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5813 top1= 86.7688

