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

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

Train epoch 1
[E 1B0  |    384/60000 (  1%) ] Loss: 2.3028 top1=  8.5227

=== Peeking data label distribution E1B0 ===
Worker 0 has targets: tensor([9, 8, 5, 7, 7], device='cuda:0')
Worker 1 has targets: tensor([3, 9, 0, 3, 0], device='cuda:0')
Worker 2 has targets: tensor([5, 4, 2, 3, 6], device='cuda:0')
Worker 3 has targets: tensor([4, 0, 1, 5, 7], device='cuda:0')
Worker 4 has targets: tensor([7, 6, 6, 1, 8], device='cuda:0')
Worker 5 has targets: tensor([4, 8, 5, 6, 9], device='cuda:0')
Worker 6 has targets: tensor([9, 9, 5, 0, 2], device='cuda:0')
Worker 7 has targets: tensor([6, 9, 4, 1, 1], device='cuda:0')
Worker 8 has targets: tensor([8, 3, 7, 4, 0], device='cuda:0')
Worker 9 has targets: tensor([8, 1, 4, 4, 7], device='cuda:0')
Worker 10 has targets: tensor([7, 3, 1, 0, 9], device='cuda:0')
Worker 11 has targets: tensor([4, 2, 8, 0, 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 |   4224/60000 (  7%) ] Loss: 2.2923 top1= 13.6364

=== 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 |   8064/60000 ( 13%) ] Loss: 2.2820 top1= 15.9091

=== 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=2.2760 top1= 18.3594


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2761 top1= 18.4095


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2761 top1= 18.1490

Train epoch 2
[E 2B0  |    384/60000 (  1%) ] Loss: 2.2740 top1= 14.4886

=== 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 |   4224/60000 (  7%) ] Loss: 2.2642 top1= 20.7386

=== 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 |   8064/60000 ( 13%) ] Loss: 2.2522 top1= 22.1591

=== 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=2.2479 top1= 25.9115


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2481 top1= 25.9816


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2481 top1= 26.2821

Train epoch 3
[E 3B0  |    384/60000 (  1%) ] Loss: 2.2448 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 |   4224/60000 (  7%) ] Loss: 2.2353 top1= 25.2841

=== 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 |   8064/60000 ( 13%) ] Loss: 2.2211 top1= 25.8523

=== 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=2.2172 top1= 32.6723


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2173 top1= 32.3618


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2173 top1= 32.1915

Train epoch 4
[E 4B0  |    384/60000 (  1%) ] Loss: 2.2138 top1= 27.8409

=== 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 |   4224/60000 (  7%) ] Loss: 2.2033 top1= 29.5455

=== 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 |   8064/60000 ( 13%) ] Loss: 2.1869 top1= 31.5341

=== 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=2.1829 top1= 41.6867


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1831 top1= 41.6967


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1830 top1= 41.0357

Train epoch 5
[E 5B0  |    384/60000 (  1%) ] Loss: 2.1798 top1= 31.2500

=== 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 |   4224/60000 (  7%) ] Loss: 2.1674 top1= 35.2273

=== 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 |   8064/60000 ( 13%) ] Loss: 2.1487 top1= 37.2159

=== 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=2.1448 top1= 47.0252


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1451 top1= 47.1655


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1449 top1= 46.2240

Train epoch 6
[E 6B0  |    384/60000 (  1%) ] Loss: 2.1421 top1= 36.0795

=== 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 |   4224/60000 (  7%) ] Loss: 2.1276 top1= 38.3523

=== 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 |   8064/60000 ( 13%) ] Loss: 2.1058 top1= 42.0455

=== 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=2.1020 top1= 51.3321


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1024 top1= 51.3922


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1020 top1= 50.3706

Train epoch 7
[E 7B0  |    384/60000 (  1%) ] Loss: 2.1004 top1= 39.4886

=== 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 |   4224/60000 (  7%) ] Loss: 2.0829 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 |   8064/60000 ( 13%) ] Loss: 2.0574 top1= 44.3182

=== 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=2.0533 top1= 54.3670


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0536 top1= 54.5974


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0534 top1= 53.8361

Train epoch 8
[E 8B0  |    384/60000 (  1%) ] Loss: 2.0532 top1= 43.7500

=== 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 |   4224/60000 (  7%) ] Loss: 2.0323 top1= 47.1591

=== 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 |   8064/60000 ( 13%) ] Loss: 2.0032 top1= 47.7273

=== 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=1.9972 top1= 57.3918


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9975 top1= 57.6222


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.9975 top1= 56.8510

Train epoch 9
[E 9B0  |    384/60000 (  1%) ] Loss: 1.9994 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 |   4224/60000 (  7%) ] Loss: 1.9748 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 |   8064/60000 ( 13%) ] Loss: 1.9419 top1= 51.4205

=== 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=1.9330 top1= 59.9760


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9331 top1= 60.3466


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.9334 top1= 59.7155

Train epoch 10
[E10B0  |    384/60000 (  1%) ] Loss: 1.9384 top1= 50.2841

=== 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 |   4224/60000 (  7%) ] Loss: 1.9105 top1= 52.5568

=== 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 |   8064/60000 ( 13%) ] Loss: 1.8741 top1= 52.8409

=== 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=1.8610 top1= 62.0793


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8610 top1= 62.4299


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.8615 top1= 61.8990

Train epoch 11
[E11B0  |    384/60000 (  1%) ] Loss: 1.8705 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 |   4224/60000 (  7%) ] Loss: 1.8396 top1= 53.6932

=== 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 |   8064/60000 ( 13%) ] Loss: 1.7998 top1= 54.2614

=== 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=1.7811 top1= 63.9022


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7812 top1= 64.2428


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.7818 top1= 64.0625

Train epoch 12
[E12B0  |    384/60000 (  1%) ] Loss: 1.7956 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 |   4224/60000 (  7%) ] Loss: 1.7621 top1= 54.2614

=== 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 |   8064/60000 ( 13%) ] Loss: 1.7194 top1= 56.5341

=== 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=1.6939 top1= 65.4547


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6939 top1= 65.6651


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.6949 top1= 65.4948

Train epoch 13
[E13B0  |    384/60000 (  1%) ] Loss: 1.7145 top1= 55.6818

=== 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 |   4224/60000 (  7%) ] Loss: 1.6797 top1= 57.1023

=== 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 |   8064/60000 ( 13%) ] Loss: 1.6339 top1= 59.3750

=== 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=1.6009 top1= 67.0673


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6007 top1= 67.4279


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.6021 top1= 67.1675

Train epoch 14
[E14B0  |    384/60000 (  1%) ] Loss: 1.6289 top1= 58.5227

=== 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 |   4224/60000 (  7%) ] Loss: 1.5938 top1= 61.0795

=== 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 |   8064/60000 ( 13%) ] Loss: 1.5455 top1= 63.6364

=== 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=1.5041 top1= 68.9303


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5037 top1= 69.4511


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.5053 top1= 69.0304

Train epoch 15
[E15B0  |    384/60000 (  1%) ] Loss: 1.5404 top1= 61.3636

=== 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 |   4224/60000 (  7%) ] Loss: 1.5062 top1= 63.3523

=== 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 |   8064/60000 ( 13%) ] Loss: 1.4567 top1= 66.4773

=== 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=1.4062 top1= 70.9635


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4056 top1= 71.4744


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4073 top1= 71.1739

Train epoch 16
[E16B0  |    384/60000 (  1%) ] Loss: 1.4519 top1= 63.6364

=== 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 |   4224/60000 (  7%) ] Loss: 1.4194 top1= 64.7727

=== 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 |   8064/60000 ( 13%) ] Loss: 1.3697 top1= 67.3295

=== 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=1.3103 top1= 72.8365


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3095 top1= 73.3674


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3113 top1= 73.0970

Train epoch 17
[E17B0  |    384/60000 (  1%) ] Loss: 1.3661 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 |   4224/60000 (  7%) ] Loss: 1.3359 top1= 66.1932

=== 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 |   8064/60000 ( 13%) ] Loss: 1.2873 top1= 68.7500

=== 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=1.2189 top1= 74.5893


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2179 top1= 75.0200


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.2196 top1= 74.7296

Train epoch 18
[E18B0  |    384/60000 (  1%) ] Loss: 1.2850 top1= 67.0455

=== 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 |   4224/60000 (  7%) ] Loss: 1.2578 top1= 69.3182

=== 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 |   8064/60000 ( 13%) ] Loss: 1.2108 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=1.1339 top1= 76.0717


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.1329 top1= 76.4123


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.1344 top1= 76.3121

Train epoch 19
[E19B0  |    384/60000 (  1%) ] Loss: 1.2096 top1= 70.1705

=== 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 |   4224/60000 (  7%) ] Loss: 1.1865 top1= 72.1591

=== 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 |   8064/60000 ( 13%) ] Loss: 1.1413 top1= 71.0227

=== 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=1.0566 top1= 77.4339


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.0555 top1= 77.8345


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.0567 top1= 77.6342

Train epoch 20
[E20B0  |    384/60000 (  1%) ] Loss: 1.1411 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 |   4224/60000 (  7%) ] Loss: 1.1227 top1= 73.0114

=== 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 |   8064/60000 ( 13%) ] Loss: 1.0792 top1= 72.7273

=== 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=0.9872 top1= 78.6558


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.9862 top1= 78.8261


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.9871 top1= 78.8562

Train epoch 21
[E21B0  |    384/60000 (  1%) ] Loss: 1.0801 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 |   4224/60000 (  7%) ] Loss: 1.0661 top1= 74.1477

=== 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 |   8064/60000 ( 13%) ] Loss: 1.0242 top1= 74.1477

=== 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=0.9256 top1= 79.5773


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.9247 top1= 79.6274


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.9253 top1= 79.8578

Train epoch 22
[E22B0  |    384/60000 (  1%) ] Loss: 1.0258 top1= 73.5795

=== 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 |   4224/60000 (  7%) ] Loss: 1.0163 top1= 74.1477

=== 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 |   8064/60000 ( 13%) ] Loss: 0.9755 top1= 75.2841

=== 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=0.8710 top1= 80.4187


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.8703 top1= 80.5288


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.8706 top1= 80.6791

Train epoch 23
[E23B0  |    384/60000 (  1%) ] Loss: 0.9777 top1= 74.1477

=== 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 |   4224/60000 (  7%) ] Loss: 0.9725 top1= 75.2841

=== 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 |   8064/60000 ( 13%) ] Loss: 0.9325 top1= 76.1364

=== 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=0.8230 top1= 81.0397


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.8224 top1= 81.1498


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.8224 top1= 81.5204

Train epoch 24
[E24B0  |    384/60000 (  1%) ] Loss: 0.9353 top1= 74.7159

=== 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 |   4224/60000 (  7%) ] Loss: 0.9340 top1= 75.8523

=== 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 |   8064/60000 ( 13%) ] Loss: 0.8946 top1= 75.8523

=== 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=0.7806 top1= 81.7508


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.7801 top1= 81.7107


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.7799 top1= 82.0713

Train epoch 25
[E25B0  |    384/60000 (  1%) ] Loss: 0.8979 top1= 74.4318

=== 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 |   4224/60000 (  7%) ] Loss: 0.9002 top1= 76.4205

=== 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 |   8064/60000 ( 13%) ] Loss: 0.8610 top1= 76.4205

=== 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=0.7434 top1= 82.2516


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.7429 top1= 82.2015


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.7426 top1= 82.4920

Train epoch 26
[E26B0  |    384/60000 (  1%) ] Loss: 0.8647 top1= 75.5682

=== 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 |   4224/60000 (  7%) ] Loss: 0.8707 top1= 76.7045

=== 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 |   8064/60000 ( 13%) ] Loss: 0.8310 top1= 77.2727

=== 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=0.7107 top1= 82.6923


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.7103 top1= 82.6823


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.7099 top1= 82.9127

Train epoch 27
[E27B0  |    384/60000 (  1%) ] Loss: 0.8354 top1= 75.8523

=== 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 |   4224/60000 (  7%) ] Loss: 0.8446 top1= 77.2727

=== 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 |   8064/60000 ( 13%) ] Loss: 0.8045 top1= 78.1250

=== 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=0.6819 top1= 83.1530


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.6816 top1= 83.0429


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.6810 top1= 83.3734

Train epoch 28
[E28B0  |    384/60000 (  1%) ] Loss: 0.8094 top1= 75.8523

=== 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 |   4224/60000 (  7%) ] Loss: 0.8216 top1= 77.8409

=== 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 |   8064/60000 ( 13%) ] Loss: 0.7810 top1= 77.8409

=== 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=0.6563 top1= 83.5236


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.6561 top1= 83.5637


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.6553 top1= 83.6739

Train epoch 29
[E29B0  |    384/60000 (  1%) ] Loss: 0.7863 top1= 76.1364

=== 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 |   4224/60000 (  7%) ] Loss: 0.8014 top1= 78.1250

=== 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 |   8064/60000 ( 13%) ] Loss: 0.7602 top1= 78.9773

=== 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=0.6337 top1= 83.8141


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.6334 top1= 83.9243


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.6325 top1= 83.9844

Train epoch 30
[E30B0  |    384/60000 (  1%) ] Loss: 0.7658 top1= 76.4205

=== 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 |   4224/60000 (  7%) ] Loss: 0.7833 top1= 78.4091

=== 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 |   8064/60000 ( 13%) ] Loss: 0.7417 top1= 78.9773

=== 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=0.6134 top1= 84.1146


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.6132 top1= 84.1747


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.6121 top1= 84.2849

Train epoch 31
[E31B0  |    384/60000 (  1%) ] Loss: 0.7474 top1= 76.7045

=== 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 |   4224/60000 (  7%) ] Loss: 0.7672 top1= 78.6932

=== 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 |   8064/60000 ( 13%) ] Loss: 0.7250 top1= 79.5455

=== 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=0.5952 top1= 84.4651


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5951 top1= 84.3049


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5937 top1= 84.5353

Train epoch 32
[E32B0  |    384/60000 (  1%) ] Loss: 0.7309 top1= 76.7045

=== 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 |   4224/60000 (  7%) ] Loss: 0.7529 top1= 78.9773

=== 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 |   8064/60000 ( 13%) ] Loss: 0.7102 top1= 79.8295

=== 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=0.5788 top1= 84.6755


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5787 top1= 84.5653


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5772 top1= 84.8858

Train epoch 33
[E33B0  |    384/60000 (  1%) ] Loss: 0.7162 top1= 77.5568

=== 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 |   4224/60000 (  7%) ] Loss: 0.7401 top1= 79.2614

=== 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 |   8064/60000 ( 13%) ] Loss: 0.6970 top1= 79.8295

=== 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=0.5640 top1= 84.8458


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5639 top1= 84.8357


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5624 top1= 85.0761

Train epoch 34
[E34B0  |    384/60000 (  1%) ] Loss: 0.7030 top1= 78.1250

=== 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 |   4224/60000 (  7%) ] Loss: 0.7289 top1= 79.8295

=== 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 |   8064/60000 ( 13%) ] Loss: 0.6850 top1= 79.8295

=== 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=0.5507 top1= 85.0160


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5506 top1= 85.0160


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5490 top1= 85.3065

Train epoch 35
[E35B0  |    384/60000 (  1%) ] Loss: 0.6913 top1= 78.9773

=== 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 |   4224/60000 (  7%) ] Loss: 0.7188 top1= 80.6818

=== 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 |   8064/60000 ( 13%) ] Loss: 0.6743 top1= 79.8295

=== 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=0.5386 top1= 85.1763


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5384 top1= 85.2264


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5368 top1= 85.5569

Train epoch 36
[E36B0  |    384/60000 (  1%) ] Loss: 0.6807 top1= 79.2614

=== 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 |   4224/60000 (  7%) ] Loss: 0.7101 top1= 80.3977

=== 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 |   8064/60000 ( 13%) ] Loss: 0.6647 top1= 79.5455

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



=== Log clique consensus distance @ E36B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.001



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5277 top1= 85.3566


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5275 top1= 85.3265


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5258 top1= 85.7772

Train epoch 37
[E37B0  |    384/60000 (  1%) ] Loss: 0.6714 top1= 79.2614

=== 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 |   4224/60000 (  7%) ] Loss: 0.7023 top1= 80.3977

=== 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 |   8064/60000 ( 13%) ] Loss: 0.6562 top1= 79.2614

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



=== Log clique consensus distance @ E37B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.001



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5177 top1= 85.5970


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5174 top1= 85.5669


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5157 top1= 85.8574

Train epoch 38
[E38B0  |    384/60000 (  1%) ] Loss: 0.6632 top1= 78.9773

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



=== Log clique consensus distance @ E38B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.001


[E38B10 |   4224/60000 (  7%) ] Loss: 0.6956 top1= 80.3977

=== 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 |   8064/60000 ( 13%) ] Loss: 0.6487 top1= 79.8295

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



=== Log clique consensus distance @ E38B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.001



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5086 top1= 85.7171


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5083 top1= 85.7973


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5064 top1= 85.9575

Train epoch 39
[E39B0  |    384/60000 (  1%) ] Loss: 0.6557 top1= 78.9773

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



=== Log clique consensus distance @ E39B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.001


[E39B10 |   4224/60000 (  7%) ] Loss: 0.6896 top1= 80.6818

=== 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 |   8064/60000 ( 13%) ] Loss: 0.6420 top1= 79.5455

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



=== Log clique consensus distance @ E39B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.001



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5003 top1= 85.9175


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.4999 top1= 86.0777


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.4980 top1= 86.0777

Train epoch 40
[E40B0  |    384/60000 (  1%) ] Loss: 0.6490 top1= 78.9773

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



=== Log clique consensus distance @ E40B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.001


[E40B10 |   4224/60000 (  7%) ] Loss: 0.6844 top1= 80.6818

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



=== Log clique consensus distance @ E40B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.001


[E40B20 |   8064/60000 ( 13%) ] Loss: 0.6360 top1= 79.5455

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



=== Log clique consensus distance @ E40B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.001



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4927 top1= 86.0377


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.4923 top1= 86.2079


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.4904 top1= 86.1879

