
=== 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)
=> Add worker ByzantineWorker(index=12)

=== 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([4, 5, 3, 6, 7], device='cuda:0')
Worker 12 has targets: tensor([8, 0, 3, 7, 2], device='cuda:0')



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



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


[E 1B10 |   4576/60000 (  8%) ] Loss: 2.2965 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: 2.2861 top1= 10.7955

=== 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=2.2765 top1= 17.9988


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2766 top1= 17.9487


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2766 top1= 18.1490

Train epoch 2
[E 2B0  |    416/60000 (  1%) ] Loss: 2.2762 top1= 13.6364

=== 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: 2.2693 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: 2.2594 top1= 15.3409

=== 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=2.2491 top1= 27.0333


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2492 top1= 27.0633


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2492 top1= 27.1134

Train epoch 3
[E 3B0  |    416/60000 (  1%) ] Loss: 2.2475 top1= 20.1705

=== 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: 2.2410 top1= 22.1591

=== 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: 2.2304 top1= 21.0227

=== 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=2.2189 top1= 30.7091


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2189 top1= 30.7692


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2191 top1= 31.2500

Train epoch 4
[E 4B0  |    416/60000 (  1%) ] Loss: 2.2167 top1= 26.1364

=== 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: 2.2099 top1= 27.2727

=== 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: 2.1979 top1= 28.4091

=== 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=2.1854 top1= 38.8722


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1854 top1= 38.1010


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1856 top1= 39.6935

Train epoch 5
[E 5B0  |    416/60000 (  1%) ] Loss: 2.1835 top1= 30.3977

=== 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: 2.1753 top1= 32.9545

=== 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: 2.1621 top1= 34.0909

=== 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=2.1485 top1= 42.8686


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1486 top1= 43.0088


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1488 top1= 43.2292

Train epoch 6
[E 6B0  |    416/60000 (  1%) ] Loss: 2.1474 top1= 35.2273

=== 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: 2.1367 top1= 39.2045

=== 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: 2.1218 top1= 39.7727

=== 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=2.1073 top1= 45.9135


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1073 top1= 46.4844


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1076 top1= 46.0337

Train epoch 7
[E 7B0  |    416/60000 (  1%) ] Loss: 2.1075 top1= 38.6364

=== 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: 2.0927 top1= 43.4659

=== 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: 2.0766 top1= 45.1705

=== 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=2.0609 top1= 49.3289


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0609 top1= 50.1903


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0614 top1= 49.3389

Train epoch 8
[E 8B0  |    416/60000 (  1%) ] Loss: 2.0627 top1= 41.4773

=== 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: 2.0431 top1= 47.7273

=== 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: 2.0260 top1= 47.4432

=== 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=2.0087 top1= 52.8245


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0088 top1= 53.5156


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0092 top1= 52.9948

Train epoch 9
[E 9B0  |    416/60000 (  1%) ] Loss: 2.0123 top1= 46.3068

=== 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: 1.9872 top1= 50.8523

=== 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: 1.9692 top1= 50.8523

=== 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=1.9503 top1= 56.1699


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9504 top1= 57.0012


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.9507 top1= 56.1899

Train epoch 10
[E10B0  |    416/60000 (  1%) ] Loss: 1.9558 top1= 49.7159

=== 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: 1.9241 top1= 53.1250

=== 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: 1.9052 top1= 54.2614

=== 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=1.8845 top1= 59.3149


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8848 top1= 59.7556


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.8849 top1= 59.2248

Train epoch 11
[E11B0  |    416/60000 (  1%) ] Loss: 1.8927 top1= 52.5568

=== 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: 1.8529 top1= 55.9659

=== 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: 1.8335 top1= 57.1023

=== 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=1.8109 top1= 61.9391


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8111 top1= 62.5501


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.8112 top1= 61.9692

Train epoch 12
[E12B0  |    416/60000 (  1%) ] Loss: 1.8223 top1= 53.6932

=== 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: 1.7728 top1= 59.3750

=== 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: 1.7555 top1= 58.8068

=== 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=1.7299 top1= 64.4030


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7301 top1= 65.0841


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.7303 top1= 64.5132

Train epoch 13
[E13B0  |    416/60000 (  1%) ] Loss: 1.7453 top1= 56.5341

=== 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: 1.6857 top1= 61.6477

=== 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: 1.6722 top1= 59.0909

=== 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=1.6426 top1= 66.9271


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6428 top1= 67.5581


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.6429 top1= 67.2175

Train epoch 14
[E14B0  |    416/60000 (  1%) ] Loss: 1.6665 top1= 59.0909

=== 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: 1.6573 top1= 57.9545

=== 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: 1.5982 top1= 63.3523

=== 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=1.5500 top1= 70.9135


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5506 top1= 70.3225


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.5493 top1= 71.3241

Train epoch 15
[E15B0  |    416/60000 (  1%) ] Loss: 1.5753 top1= 63.0682

=== 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: 1.4988 top1= 68.1818

=== 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: 1.4960 top1= 62.5000

=== 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=1.4540 top1= 72.2456


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4541 top1= 72.7464


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4543 top1= 72.4760

Train epoch 16
[E16B0  |    416/60000 (  1%) ] Loss: 1.4871 top1= 64.7727

=== 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: 1.3999 top1= 69.6023

=== 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: 1.4051 top1= 65.6250

=== 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=1.3574 top1= 74.0885


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3575 top1= 74.7095


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3577 top1= 74.2788

Train epoch 17
[E17B0  |    416/60000 (  1%) ] Loss: 1.3983 top1= 65.6250

=== 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: 1.3031 top1= 71.3068

=== 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: 1.3164 top1= 67.6136

=== 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=1.2626 top1= 75.9615


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2626 top1= 76.3522


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.2628 top1= 76.0317

Train epoch 18
[E18B0  |    416/60000 (  1%) ] Loss: 1.3112 top1= 68.1818

=== 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: 1.2101 top1= 72.7273

=== 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: 1.2314 top1= 69.6023

=== 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=1.1721 top1= 77.2135


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.1721 top1= 77.7244


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.1722 top1= 77.5140

Train epoch 19
[E19B0  |    416/60000 (  1%) ] Loss: 1.2278 top1= 70.7386

=== 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: 1.1227 top1= 74.1477

=== 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: 1.1519 top1= 72.1591

=== 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=1.0880 top1= 78.4756


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.0879 top1= 79.0365


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.0879 top1= 78.5958

Train epoch 20
[E20B0  |    416/60000 (  1%) ] Loss: 1.1500 top1= 71.8750

=== 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: 1.0425 top1= 75.0000

=== 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: 1.0792 top1= 73.5795

=== 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=1.0115 top1= 79.6474


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.0114 top1= 80.1082


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.0113 top1= 79.7977

Train epoch 21
[E21B0  |    416/60000 (  1%) ] Loss: 1.0787 top1= 73.0114

=== 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: 0.9699 top1= 75.8523

=== 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: 1.0133 top1= 75.5682

=== 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=0.9430 top1= 80.7091


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.9428 top1= 81.0397


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.9427 top1= 80.8494

Train epoch 22
[E22B0  |    416/60000 (  1%) ] Loss: 1.0141 top1= 74.7159

=== 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: 0.9053 top1= 77.8409

=== 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: 0.9541 top1= 76.9886

=== 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=0.8822 top1= 81.4203


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.8820 top1= 82.0012


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.8819 top1= 81.5805

Train epoch 23
[E23B0  |    416/60000 (  1%) ] Loss: 0.9558 top1= 75.5682

=== 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: 0.8479 top1= 78.9773

=== 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: 0.9012 top1= 76.9886

=== 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=0.8288 top1= 82.1815


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.8284 top1= 82.7224


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.8284 top1= 82.3017

Train epoch 24
[E24B0  |    416/60000 (  1%) ] Loss: 0.9035 top1= 76.4205

=== 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: 0.7970 top1= 79.5455

=== 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: 0.8539 top1= 78.6932

=== 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=0.7818 top1= 82.9327


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.7814 top1= 83.3133


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.7813 top1= 82.9627

Train epoch 25
[E25B0  |    416/60000 (  1%) ] Loss: 0.8566 top1= 79.2614

=== 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: 0.7518 top1= 81.2500

=== 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: 0.8119 top1= 79.2614

=== 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=0.7406 top1= 83.4836


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.7401 top1= 83.7540


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.7400 top1= 83.5036

Train epoch 26
[E26B0  |    416/60000 (  1%) ] Loss: 0.8145 top1= 79.5455

=== 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: 0.7118 top1= 81.8182

=== 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: 0.7745 top1= 80.1136

=== 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=0.7043 top1= 83.9343


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.7037 top1= 84.2648


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.7037 top1= 83.9643

Train epoch 27
[E27B0  |    416/60000 (  1%) ] Loss: 0.7768 top1= 79.5455

=== 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: 0.6763 top1= 82.6705

=== 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: 0.7412 top1= 80.1136

=== 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=0.6724 top1= 84.4451


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.6718 top1= 84.8157


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.6718 top1= 84.5252

Train epoch 28
[E28B0  |    416/60000 (  1%) ] Loss: 0.7428 top1= 80.3977

=== 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: 0.6445 top1= 83.5227

=== 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: 0.7115 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=0.6441 top1= 84.9259


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.6435 top1= 85.2063


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.6435 top1= 84.9760

Train epoch 29
[E29B0  |    416/60000 (  1%) ] Loss: 0.7120 top1= 80.9659

=== 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: 0.6162 top1= 83.5227

=== 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: 0.6849 top1= 81.2500

=== 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=0.6190 top1= 85.2764


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.6184 top1= 85.5669


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.6184 top1= 85.2965

Train epoch 30
[E30B0  |    416/60000 (  1%) ] Loss: 0.6841 top1= 82.3864

=== 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: 0.5905 top1= 84.0909

=== 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: 0.6610 top1= 81.2500

=== 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=0.5966 top1= 85.5369


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5959 top1= 85.9275


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5960 top1= 85.5268

Train epoch 31
[E31B0  |    416/60000 (  1%) ] Loss: 0.6586 top1= 82.9545

=== 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: 0.5675 top1= 84.6591

=== 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: 0.6394 top1= 81.8182

=== 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=0.5765 top1= 85.8073


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5758 top1= 86.2380


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5760 top1= 85.8073

Train epoch 32
[E32B0  |    416/60000 (  1%) ] Loss: 0.6352 top1= 83.5227

=== 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: 0.5466 top1= 85.5114

=== 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: 0.6199 top1= 82.6705

=== 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=0.5585 top1= 86.1679


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5578 top1= 86.5184


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5579 top1= 86.0577

Train epoch 33
[E33B0  |    416/60000 (  1%) ] Loss: 0.6138 top1= 83.8068

=== 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: 0.5277 top1= 86.0795

=== 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: 0.6022 top1= 83.2386

=== 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=0.5422 top1= 86.4083


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5414 top1= 86.7388


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5416 top1= 86.4183

Train epoch 34
[E34B0  |    416/60000 (  1%) ] Loss: 0.5941 top1= 84.3750

=== 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: 0.5104 top1= 86.6477

=== 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: 0.5861 top1= 83.5227

=== 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=0.5274 top1= 86.6687


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5266 top1= 86.9692


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5268 top1= 86.7388

Train epoch 35
[E35B0  |    416/60000 (  1%) ] Loss: 0.5758 top1= 84.3750

=== 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: 0.4946 top1= 86.9318

=== 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: 0.5713 top1= 83.2386

=== 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=0.5139 top1= 86.9892


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5131 top1= 87.1394


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5134 top1= 86.9892

Train epoch 36
[E36B0  |    416/60000 (  1%) ] Loss: 0.5590 top1= 84.6591

=== 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: 0.4801 top1= 86.9318

=== 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: 0.5576 top1= 84.0909

=== 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=0.5016 top1= 87.2696


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5008 top1= 87.3197


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5011 top1= 87.2997

Train epoch 37
[E37B0  |    416/60000 (  1%) ] Loss: 0.5435 top1= 84.9432

=== 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: 0.4667 top1= 87.2159

=== 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: 0.5451 top1= 84.3750

=== 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=0.4903 top1= 87.5501


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.4894 top1= 87.6202


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.4898 top1= 87.5901

Train epoch 38
[E38B0  |    416/60000 (  1%) ] Loss: 0.5290 top1= 85.2273

=== 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: 0.4543 top1= 87.7841

=== 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: 0.5334 top1= 85.2273

=== 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=0.4798 top1= 87.8205


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.4790 top1= 87.7604


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.4794 top1= 87.8005

Train epoch 39
[E39B0  |    416/60000 (  1%) ] Loss: 0.5155 top1= 86.0795

=== 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: 0.4428 top1= 87.7841

=== 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: 0.5226 top1= 86.3636

=== 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=0.4702 top1= 87.9407


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.4694 top1= 87.9808


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.4699 top1= 87.9107

Train epoch 40
[E40B0  |    416/60000 (  1%) ] Loss: 0.5031 top1= 86.3636

=== 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: 0.4322 top1= 88.3523

=== 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: 0.5126 top1= 86.0795

=== 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=0.4614 top1= 88.0208


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.4605 top1= 88.1711


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.4610 top1= 88.0308

