
=== 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= 18.0288


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2766 top1= 17.9888


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2766 top1= 18.1691

Train epoch 2
[E 2B0  |    416/60000 (  1%) ] Loss: 2.2763 top1= 13.9205

=== 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= 16.1932

=== 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= 27.0132


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2492 top1= 27.0232


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2492 top1= 27.1635

Train epoch 3
[E 3B0  |    416/60000 (  1%) ] Loss: 2.2476 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= 22.7273

=== 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: 2.2305 top1= 21.3068

=== 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= 30.7792


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2190 top1= 30.8093


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2191 top1= 31.2700

Train epoch 4
[E 4B0  |    416/60000 (  1%) ] Loss: 2.2168 top1= 26.4205

=== 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: 2.1980 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= 38.9123


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1854 top1= 38.1510


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1856 top1= 39.6735

Train epoch 5
[E 5B0  |    416/60000 (  1%) ] Loss: 2.1836 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: 2.1754 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: 2.1621 top1= 33.8068

=== 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= 42.9187


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1485 top1= 43.0088


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1487 top1= 43.2292

Train epoch 6
[E 6B0  |    416/60000 (  1%) ] Loss: 2.1475 top1= 35.5114

=== 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: 2.1366 top1= 38.6364

=== 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: 2.1219 top1= 40.0568

=== 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=2.1072 top1= 45.9936


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1073 top1= 46.5545


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1075 top1= 46.0537

Train epoch 7
[E 7B0  |    416/60000 (  1%) ] Loss: 2.1075 top1= 38.3523

=== 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: 2.0926 top1= 43.7500

=== 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: 2.0767 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=2.0608 top1= 49.4491


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0608 top1= 50.1402


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0612 top1= 49.4692

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: 2.0429 top1= 47.4432

=== 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=2.0085 top1= 52.8646


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0085 top1= 53.6158


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0089 top1= 53.0349

Train epoch 9
[E 9B0  |    416/60000 (  1%) ] Loss: 2.0122 top1= 46.0227

=== 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: 1.9869 top1= 50.2841

=== 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: 1.9691 top1= 50.5682

=== 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=1.9500 top1= 56.2200


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9501 top1= 56.9511


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.9504 top1= 56.2600

Train epoch 10
[E10B0  |    416/60000 (  1%) ] Loss: 1.9556 top1= 50.0000

=== 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: 1.9237 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: 1.9050 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=1.8841 top1= 59.3049


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8843 top1= 59.8257


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.8844 top1= 59.4151

Train epoch 11
[E11B0  |    416/60000 (  1%) ] Loss: 1.8924 top1= 52.8409

=== 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: 1.8524 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: 1.8331 top1= 57.3864

=== 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=1.8103 top1= 62.0393


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8105 top1= 62.6002


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.8106 top1= 62.0893

Train epoch 12
[E12B0  |    416/60000 (  1%) ] Loss: 1.8220 top1= 53.9773

=== 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: 1.7720 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: 1.7551 top1= 58.5227

=== 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=1.7293 top1= 64.5433


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7295 top1= 65.1943


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.7296 top1= 64.6334

Train epoch 13
[E13B0  |    416/60000 (  1%) ] Loss: 1.7448 top1= 56.2500

=== 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: 1.6849 top1= 61.0795

=== 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: 1.6719 top1= 59.6591

=== 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=1.6419 top1= 67.0072


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6421 top1= 67.5681


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.6422 top1= 67.1675

Train epoch 14
[E14B0  |    416/60000 (  1%) ] Loss: 1.6625 top1= 57.9545

=== 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: 1.5924 top1= 65.0568

=== 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: 1.5845 top1= 61.3636

=== 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=1.5494 top1= 69.5713


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5496 top1= 70.1322


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.5497 top1= 69.7416

Train epoch 15
[E15B0  |    416/60000 (  1%) ] Loss: 1.5761 top1= 59.9432

=== 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: 1.4961 top1= 67.8977

=== 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: 1.4944 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=1.4537 top1= 71.8950


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4538 top1= 72.4860


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4540 top1= 72.0252

Train epoch 16
[E16B0  |    416/60000 (  1%) ] Loss: 1.4874 top1= 64.2045

=== 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: 1.3985 top1= 69.3182

=== 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: 1.4040 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=1.3571 top1= 73.9984


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3571 top1= 74.4291


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3573 top1= 74.0585

Train epoch 17
[E17B0  |    416/60000 (  1%) ] Loss: 1.3984 top1= 65.3409

=== 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: 1.3020 top1= 71.0227

=== 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: 1.3155 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=1.2622 top1= 75.7412


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2622 top1= 76.2620


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.2623 top1= 75.7712

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: 1.2091 top1= 72.1591

=== 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: 1.2305 top1= 69.8864

=== 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=1.1717 top1= 77.1334


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.1716 top1= 77.5841


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.1718 top1= 77.3738

Train epoch 19
[E19B0  |    416/60000 (  1%) ] Loss: 1.2278 top1= 70.4545

=== 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: 1.1219 top1= 73.5795

=== 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: 1.1511 top1= 72.4432

=== 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=1.0876 top1= 78.4455


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.0875 top1= 78.9563


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.0875 top1= 78.5357

Train epoch 20
[E20B0  |    416/60000 (  1%) ] Loss: 1.1501 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: 1.0417 top1= 74.4318

=== 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: 1.0784 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=1.0111 top1= 79.5873


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.0109 top1= 80.0180


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.0110 top1= 79.6575

Train epoch 21
[E21B0  |    416/60000 (  1%) ] Loss: 1.0788 top1= 73.2955

=== 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: 0.9693 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: 1.0126 top1= 75.2841

=== 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=0.9427 top1= 80.6490


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.9425 top1= 80.9896


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.9425 top1= 80.7792

Train epoch 22
[E22B0  |    416/60000 (  1%) ] Loss: 1.0143 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: 0.9048 top1= 78.1250

=== 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: 0.9535 top1= 76.7045

=== 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=0.8820 top1= 81.4103


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.8817 top1= 81.9611


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.8818 top1= 81.5605

Train epoch 23
[E23B0  |    416/60000 (  1%) ] Loss: 0.9562 top1= 75.8523

=== 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: 0.8475 top1= 79.2614

=== 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: 0.9005 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=0.8286 top1= 82.2716


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.8282 top1= 82.6923


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.8282 top1= 82.3017

Train epoch 24
[E24B0  |    416/60000 (  1%) ] Loss: 0.9040 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: 0.7966 top1= 79.2614

=== 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: 0.8534 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=0.7816 top1= 82.8826


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.7812 top1= 83.2332


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.7813 top1= 82.9527

Train epoch 25
[E25B0  |    416/60000 (  1%) ] Loss: 0.8571 top1= 78.4091

=== 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: 0.7515 top1= 80.3977

=== 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: 0.8113 top1= 80.1136

=== 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=0.7404 top1= 83.4635


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.7399 top1= 83.6739


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.7400 top1= 83.4635

Train epoch 26
[E26B0  |    416/60000 (  1%) ] Loss: 0.8151 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: 0.7116 top1= 82.1023

=== 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: 0.7740 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=0.7042 top1= 83.8642


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.7036 top1= 84.1747


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.7038 top1= 83.9744

Train epoch 27
[E27B0  |    416/60000 (  1%) ] Loss: 0.7774 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: 0.6760 top1= 82.9545

=== 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: 0.7406 top1= 80.3977

=== 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=0.6723 top1= 84.4852


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.6717 top1= 84.7556


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.6719 top1= 84.5353

Train epoch 28
[E28B0  |    416/60000 (  1%) ] Loss: 0.7435 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: 0.6443 top1= 83.2386

=== 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: 0.7109 top1= 80.9659

=== 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=0.6434 top1= 85.1963


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.6437 top1= 84.9259

Train epoch 29
[E29B0  |    416/60000 (  1%) ] Loss: 0.7127 top1= 80.6818

=== 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: 0.6159 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: 0.6844 top1= 81.5341

=== 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= 85.3065


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.6183 top1= 85.5469


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.6185 top1= 85.3466

Train epoch 30
[E30B0  |    416/60000 (  1%) ] Loss: 0.6848 top1= 81.8182

=== 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: 0.5904 top1= 83.8068

=== 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: 0.6605 top1= 81.5341

=== 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=0.5965 top1= 85.5469


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5958 top1= 85.9375


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5962 top1= 85.5369

Train epoch 31
[E31B0  |    416/60000 (  1%) ] Loss: 0.6593 top1= 82.6705

=== 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: 0.5674 top1= 84.0909

=== 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: 0.6389 top1= 82.1023

=== 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= 85.8373


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5757 top1= 86.2881


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5761 top1= 85.8574

Train epoch 32
[E32B0  |    416/60000 (  1%) ] Loss: 0.6360 top1= 82.6705

=== 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= 84.9432

=== 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: 0.6194 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=0.5584 top1= 86.1779


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5577 top1= 86.5485


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5580 top1= 86.1178

Train epoch 33
[E33B0  |    416/60000 (  1%) ] Loss: 0.6147 top1= 83.5227

=== 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: 0.5276 top1= 85.5114

=== 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: 0.6018 top1= 82.9545

=== 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=0.5421 top1= 86.4583


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5413 top1= 86.7488


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5417 top1= 86.4884

Train epoch 34
[E34B0  |    416/60000 (  1%) ] Loss: 0.5948 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: 0.5103 top1= 86.0795

=== 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: 0.5855 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=0.5272 top1= 86.6987


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5265 top1= 86.9692


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5269 top1= 86.7288

Train epoch 35
[E35B0  |    416/60000 (  1%) ] Loss: 0.5766 top1= 84.6591

=== 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: 0.4944 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: 0.5707 top1= 83.5227

=== 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=0.5138 top1= 86.9491


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5130 top1= 87.1494


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5135 top1= 87.0092

Train epoch 36
[E36B0  |    416/60000 (  1%) ] Loss: 0.5598 top1= 84.9432

=== 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: 0.4799 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: 0.5571 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=0.5015 top1= 87.3097


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5007 top1= 87.3297


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5012 top1= 87.3498

Train epoch 37
[E37B0  |    416/60000 (  1%) ] Loss: 0.5443 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: 0.4665 top1= 88.0682

=== 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: 0.5446 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=0.4902 top1= 87.5300


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.4893 top1= 87.6202


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.4899 top1= 87.6102

Train epoch 38
[E38B0  |    416/60000 (  1%) ] Loss: 0.5298 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: 0.4541 top1= 88.0682

=== 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: 0.5330 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= 87.7504


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.4795 top1= 87.8005

Train epoch 39
[E39B0  |    416/60000 (  1%) ] Loss: 0.5163 top1= 85.5114

=== 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: 0.4426 top1= 88.0682

=== 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: 0.5222 top1= 86.0795

=== 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= 87.9307


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.4693 top1= 87.9808


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.4700 top1= 87.9507

Train epoch 40
[E40B0  |    416/60000 (  1%) ] Loss: 0.5039 top1= 86.6477

=== 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: 0.4319 top1= 88.0682

=== 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: 0.5122 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=0.4613 top1= 88.0509


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.4604 top1= 88.1711


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.4611 top1= 88.1010

