
=== 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)
=> Add worker ByzantineWorker(index=13)

=== Start adding graph ===
TwoCliquesWithByzantine(m=5,b=3)

Train epoch 1
[E 1B0  |    448/60000 (  1%) ] Loss: 2.3005 top1=  9.0909

=== Peeking data label distribution E1B0 ===
Worker 0 has targets: tensor([9, 4, 6, 0, 0], device='cuda:0')
Worker 1 has targets: tensor([3, 0, 5, 1, 7], device='cuda:0')
Worker 2 has targets: tensor([5, 6, 5, 4, 9], device='cuda:0')
Worker 3 has targets: tensor([4, 8, 4, 4, 2], device='cuda:0')
Worker 4 has targets: tensor([7, 9, 7, 0, 6], device='cuda:0')
Worker 5 has targets: tensor([4, 9, 4, 0, 8], device='cuda:0')
Worker 6 has targets: tensor([9, 3, 1, 7, 7], device='cuda:0')
Worker 7 has targets: tensor([6, 1, 8, 0, 7], device='cuda:0')
Worker 8 has targets: tensor([8, 3, 7, 6, 2], device='cuda:0')
Worker 9 has targets: tensor([8, 2, 3, 7, 8], device='cuda:0')
Worker 10 has targets: tensor([7, 5, 3, 8, 8], device='cuda:0')
Worker 11 has targets: tensor([4, 0, 5, 9, 5], device='cuda:0')
Worker 12 has targets: tensor([8, 2, 1, 2, 7], device='cuda:0')
Worker 13 has targets: tensor([9, 1, 6, 1, 1], 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 |   4928/60000 (  8%) ] Loss: 2.2802 top1= 14.2045

=== 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 |   9408/60000 ( 16%) ] Loss: 2.2923 top1= 11.0795

=== 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=2.2766 top1= 18.1490


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


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2765 top1= 17.7784

Train epoch 2
[E 2B0  |    448/60000 (  1%) ] Loss: 2.2735 top1= 14.2045

=== 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 |   4928/60000 (  8%) ] Loss: 2.2538 top1= 19.6023

=== 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 |   9408/60000 ( 16%) ] Loss: 2.2630 top1= 17.6136

=== 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=2.2492 top1= 27.6843


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2494 top1= 27.7244


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2491 top1= 27.2736

Train epoch 3
[E 3B0  |    448/60000 (  1%) ] Loss: 2.2461 top1= 17.8977

=== 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 |   4928/60000 (  8%) ] Loss: 2.2258 top1= 28.4091

=== 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 |   9408/60000 ( 16%) ] Loss: 2.2325 top1= 24.1477

=== 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=2.2194 top1= 32.2015


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2195 top1= 32.3117


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2193 top1= 31.9010

Train epoch 4
[E 4B0  |    448/60000 (  1%) ] Loss: 2.2165 top1= 23.5795

=== 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 |   4928/60000 (  8%) ] Loss: 2.1939 top1= 36.0795

=== 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 |   9408/60000 ( 16%) ] Loss: 2.1992 top1= 30.3977

=== 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=2.1859 top1= 40.0341


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1861 top1= 40.4547


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1858 top1= 40.4647

Train epoch 5
[E 5B0  |    448/60000 (  1%) ] Loss: 2.1834 top1= 30.6818

=== 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 |   4928/60000 (  8%) ] Loss: 2.1579 top1= 41.1932

=== 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 |   9408/60000 ( 16%) ] Loss: 2.1622 top1= 35.7955

=== 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=2.1488 top1= 45.5629


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1491 top1= 45.9535


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1486 top1= 45.3726

Train epoch 6
[E 6B0  |    448/60000 (  1%) ] Loss: 2.1468 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 |   4928/60000 (  8%) ] Loss: 2.1183 top1= 45.1705

=== 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 |   9408/60000 ( 16%) ] Loss: 2.1213 top1= 42.6136

=== 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=2.1075 top1= 49.7296


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1079 top1= 50.2804


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1074 top1= 49.1186

Train epoch 7
[E 7B0  |    448/60000 (  1%) ] Loss: 2.1061 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 |   4928/60000 (  8%) ] Loss: 2.0742 top1= 48.2955

=== 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 |   9408/60000 ( 16%) ] Loss: 2.0754 top1= 46.5909

=== 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=2.0613 top1= 53.9663


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0616 top1= 54.4671


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0611 top1= 53.3754

Train epoch 8
[E 8B0  |    448/60000 (  1%) ] Loss: 2.0605 top1= 43.4659

=== 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 |   4928/60000 (  8%) ] Loss: 2.0252 top1= 50.5682

=== 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 |   9408/60000 ( 16%) ] Loss: 2.0240 top1= 51.4205

=== 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=2.0093 top1= 57.3317


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0095 top1= 58.0128


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0092 top1= 56.7909

Train epoch 9
[E 9B0  |    448/60000 (  1%) ] Loss: 2.0098 top1= 47.7273

=== 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 |   4928/60000 (  8%) ] Loss: 1.9703 top1= 54.2614

=== 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 |   9408/60000 ( 16%) ] Loss: 1.9666 top1= 55.3977

=== 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=1.9509 top1= 60.3365


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9510 top1= 60.7973


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.9507 top1= 59.6354

Train epoch 10
[E10B0  |    448/60000 (  1%) ] Loss: 1.9534 top1= 52.5568

=== 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 |   4928/60000 (  8%) ] Loss: 1.9088 top1= 56.8182

=== 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 |   9408/60000 ( 16%) ] Loss: 1.9022 top1= 58.8068

=== 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=1.8849 top1= 62.9607


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8849 top1= 63.3714


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.8849 top1= 62.5801

Train epoch 11
[E11B0  |    448/60000 (  1%) ] Loss: 1.8908 top1= 55.1136

=== 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 |   4928/60000 (  8%) ] Loss: 1.8405 top1= 58.2386

=== 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 |   9408/60000 ( 16%) ] Loss: 1.8298 top1= 60.7955

=== 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=1.8115 top1= 65.3546


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8114 top1= 65.6150


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.8116 top1= 65.0240

Train epoch 12
[E12B0  |    448/60000 (  1%) ] Loss: 1.8214 top1= 57.1023

=== 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 |   4928/60000 (  8%) ] Loss: 1.7661 top1= 60.7955

=== 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 |   9408/60000 ( 16%) ] Loss: 1.7507 top1= 62.5000

=== 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=1.7310 top1= 67.4780


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7309 top1= 67.6382


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.7312 top1= 67.3478

Train epoch 13
[E13B0  |    448/60000 (  1%) ] Loss: 1.7455 top1= 60.2273

=== 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 |   4928/60000 (  8%) ] Loss: 1.6856 top1= 63.3523

=== 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 |   9408/60000 ( 16%) ] Loss: 1.6655 top1= 64.7727

=== 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=1.6439 top1= 69.4010


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6439 top1= 69.4812


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.6441 top1= 69.2608

Train epoch 14
[E14B0  |    448/60000 (  1%) ] Loss: 1.6637 top1= 60.7955

=== 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 |   4928/60000 (  8%) ] Loss: 1.6000 top1= 64.4886

=== 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 |   9408/60000 ( 16%) ] Loss: 1.5751 top1= 67.6136

=== 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=1.5513 top1= 71.5845


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5512 top1= 71.7248


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.5517 top1= 71.5445

Train epoch 15
[E15B0  |    448/60000 (  1%) ] Loss: 1.5774 top1= 64.7727

=== 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 |   4928/60000 (  8%) ] Loss: 1.5109 top1= 67.6136

=== 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 |   9408/60000 ( 16%) ] Loss: 1.4814 top1= 70.1705

=== 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=1.4552 top1= 73.6278


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4550 top1= 73.6879


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4557 top1= 73.5577

Train epoch 16
[E16B0  |    448/60000 (  1%) ] Loss: 1.4890 top1= 67.0455

=== 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 |   4928/60000 (  8%) ] Loss: 1.4205 top1= 70.4545

=== 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 |   9408/60000 ( 16%) ] Loss: 1.3871 top1= 70.4545

=== 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=1.3582 top1= 75.2604


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3580 top1= 75.2504


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3587 top1= 75.4006

Train epoch 17
[E17B0  |    448/60000 (  1%) ] Loss: 1.4007 top1= 69.3182

=== 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 |   4928/60000 (  8%) ] Loss: 1.3309 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 |   9408/60000 ( 16%) ] Loss: 1.2949 top1= 72.7273

=== 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=1.2633 top1= 77.0433


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2632 top1= 76.8429


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.2637 top1= 77.1234

Train epoch 18
[E18B0  |    448/60000 (  1%) ] Loss: 1.3145 top1= 70.4545

=== 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 |   4928/60000 (  8%) ] Loss: 1.2444 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 |   9408/60000 ( 16%) ] Loss: 1.2071 top1= 74.1477

=== 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=1.1728 top1= 78.3053


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.1727 top1= 78.1951


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.1731 top1= 78.3954

Train epoch 19
[E19B0  |    448/60000 (  1%) ] Loss: 1.2326 top1= 71.5909

=== 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 |   4928/60000 (  8%) ] Loss: 1.1625 top1= 74.7159

=== 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 |   9408/60000 ( 16%) ] Loss: 1.1253 top1= 75.2841

=== 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=1.0888 top1= 79.4071


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.0888 top1= 79.3369


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.0890 top1= 79.5272

Train epoch 20
[E20B0  |    448/60000 (  1%) ] Loss: 1.1564 top1= 72.1591

=== 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 |   4928/60000 (  8%) ] Loss: 1.0866 top1= 75.8523

=== 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 |   9408/60000 ( 16%) ] Loss: 1.0508 top1= 77.2727

=== 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=1.0123 top1= 80.4587


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.0123 top1= 80.4087


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.0125 top1= 80.5288

Train epoch 21
[E21B0  |    448/60000 (  1%) ] Loss: 1.0866 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 |   4928/60000 (  8%) ] Loss: 1.0174 top1= 76.9886

=== 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 |   9408/60000 ( 16%) ] Loss: 0.9835 top1= 79.2614

=== 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=0.9438 top1= 81.3401


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.9440 top1= 81.3101


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.9438 top1= 81.4503

Train epoch 22
[E22B0  |    448/60000 (  1%) ] Loss: 1.0234 top1= 73.8636

=== 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 |   4928/60000 (  8%) ] Loss: 0.9552 top1= 78.4091

=== 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 |   9408/60000 ( 16%) ] Loss: 0.9235 top1= 80.3977

=== 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=0.8831 top1= 82.0112


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.8833 top1= 82.0112


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.8830 top1= 82.1815

Train epoch 23
[E23B0  |    448/60000 (  1%) ] Loss: 0.9665 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 |   4928/60000 (  8%) ] Loss: 0.8996 top1= 78.4091

=== 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 |   9408/60000 ( 16%) ] Loss: 0.8700 top1= 80.3977

=== 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=0.8295 top1= 82.6923


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.8298 top1= 82.6823


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.8293 top1= 82.9127

Train epoch 24
[E24B0  |    448/60000 (  1%) ] Loss: 0.9157 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 |   4928/60000 (  8%) ] Loss: 0.8500 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 |   9408/60000 ( 16%) ] Loss: 0.8225 top1= 82.3864

=== 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=0.7824 top1= 83.3534


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.7828 top1= 83.3333


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.7821 top1= 83.4034

Train epoch 25
[E25B0  |    448/60000 (  1%) ] Loss: 0.8704 top1= 76.9886

=== 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 |   4928/60000 (  8%) ] Loss: 0.8056 top1= 80.1136

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



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


[E25B20 |   9408/60000 ( 16%) ] Loss: 0.7801 top1= 83.5227

=== 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=0.7410 top1= 83.8742


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.7414 top1= 83.8842


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.7406 top1= 84.0345

Train epoch 26
[E26B0  |    448/60000 (  1%) ] Loss: 0.8298 top1= 77.2727

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



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


[E26B10 |   4928/60000 (  8%) ] Loss: 0.7660 top1= 80.6818

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



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


[E26B20 |   9408/60000 ( 16%) ] Loss: 0.7424 top1= 83.2386

=== 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=0.7045 top1= 84.4952


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.7049 top1= 84.4050


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.7041 top1= 84.5353

Train epoch 27
[E27B0  |    448/60000 (  1%) ] Loss: 0.7932 top1= 77.8409

=== 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 |   4928/60000 (  8%) ] Loss: 0.7304 top1= 81.2500

=== 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 |   9408/60000 ( 16%) ] Loss: 0.7089 top1= 83.5227

=== 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= 84.8257


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.6728 top1= 84.8157


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.6719 top1= 84.9659

Train epoch 28
[E28B0  |    448/60000 (  1%) ] Loss: 0.7603 top1= 78.4091

=== 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 |   4928/60000 (  8%) ] Loss: 0.6986 top1= 82.1023

=== 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 |   9408/60000 ( 16%) ] Loss: 0.6788 top1= 84.3750

=== 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=0.6438 top1= 85.2063


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.6443 top1= 85.2063


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.6434 top1= 85.3766

Train epoch 29
[E29B0  |    448/60000 (  1%) ] Loss: 0.7304 top1= 78.9773

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



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


[E29B10 |   4928/60000 (  8%) ] Loss: 0.6699 top1= 82.6705

=== 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 |   9408/60000 ( 16%) ] Loss: 0.6518 top1= 84.6591

=== 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=0.6184 top1= 85.5769


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.6188 top1= 85.5769


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.6179 top1= 85.6671

Train epoch 30
[E30B0  |    448/60000 (  1%) ] Loss: 0.7033 top1= 79.8295

=== 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 |   4928/60000 (  8%) ] Loss: 0.6440 top1= 82.9545

=== 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 |   9408/60000 ( 16%) ] Loss: 0.6273 top1= 85.2273

=== 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=0.5957 top1= 85.8373


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5961 top1= 85.8173


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5953 top1= 86.0777

Train epoch 31
[E31B0  |    448/60000 (  1%) ] Loss: 0.6786 top1= 80.3977

=== 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 |   4928/60000 (  8%) ] Loss: 0.6204 top1= 83.5227

=== 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 |   9408/60000 ( 16%) ] Loss: 0.6050 top1= 85.2273

=== 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=0.5753 top1= 86.2580


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5758 top1= 86.1879


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5749 top1= 86.3782

Train epoch 32
[E32B0  |    448/60000 (  1%) ] Loss: 0.6560 top1= 80.9659

=== 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 |   4928/60000 (  8%) ] Loss: 0.5990 top1= 84.0909

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



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


[E32B20 |   9408/60000 ( 16%) ] Loss: 0.5849 top1= 85.7955

=== 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=0.5570 top1= 86.5385


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5575 top1= 86.4784


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5566 top1= 86.6987

Train epoch 33
[E33B0  |    448/60000 (  1%) ] Loss: 0.6353 top1= 81.2500

=== 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 |   4928/60000 (  8%) ] Loss: 0.5794 top1= 85.2273

=== 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 |   9408/60000 ( 16%) ] Loss: 0.5667 top1= 86.6477

=== 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=0.5405 top1= 86.8590


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5410 top1= 86.7889


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5401 top1= 86.9491

Train epoch 34
[E34B0  |    448/60000 (  1%) ] Loss: 0.6162 top1= 82.3864

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



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


[E34B10 |   4928/60000 (  8%) ] Loss: 0.5615 top1= 85.2273

=== 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 |   9408/60000 ( 16%) ] Loss: 0.5499 top1= 86.3636

=== 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=0.5256 top1= 87.1394


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5260 top1= 87.0593


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5252 top1= 87.2196

Train epoch 35
[E35B0  |    448/60000 (  1%) ] Loss: 0.5984 top1= 82.9545

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



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


[E35B10 |   4928/60000 (  8%) ] Loss: 0.5450 top1= 85.5114

=== 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 |   9408/60000 ( 16%) ] Loss: 0.5346 top1= 87.2159

=== 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=0.5120 top1= 87.4199


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5124 top1= 87.3297


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5116 top1= 87.4599

Train epoch 36
[E36B0  |    448/60000 (  1%) ] Loss: 0.5819 top1= 82.9545

=== 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 |   4928/60000 (  8%) ] Loss: 0.5298 top1= 85.7955

=== 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 |   9408/60000 ( 16%) ] Loss: 0.5206 top1= 87.5000

=== 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=0.4996 top1= 87.6102


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5000 top1= 87.6102


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.4992 top1= 87.7103

Train epoch 37
[E37B0  |    448/60000 (  1%) ] Loss: 0.5664 top1= 83.5227

=== 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 |   4928/60000 (  8%) ] Loss: 0.5159 top1= 85.7955

=== 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 |   9408/60000 ( 16%) ] Loss: 0.5076 top1= 87.7841

=== 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=0.4882 top1= 87.8706


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.4886 top1= 87.8005


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.4878 top1= 87.9107

Train epoch 38
[E38B0  |    448/60000 (  1%) ] Loss: 0.5521 top1= 84.6591

=== 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 |   4928/60000 (  8%) ] Loss: 0.5029 top1= 86.3636

=== 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 |   9408/60000 ( 16%) ] Loss: 0.4957 top1= 88.0682

=== 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=0.4777 top1= 88.0609


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.4781 top1= 87.9808


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.4774 top1= 88.0809

Train epoch 39
[E39B0  |    448/60000 (  1%) ] Loss: 0.5386 top1= 84.9432

=== 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 |   4928/60000 (  8%) ] Loss: 0.4909 top1= 86.6477

=== 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 |   9408/60000 ( 16%) ] Loss: 0.4846 top1= 88.3523

=== 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=0.4681 top1= 88.1711


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.4685 top1= 88.0909


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.4677 top1= 88.2011

Train epoch 40
[E40B0  |    448/60000 (  1%) ] Loss: 0.5260 top1= 84.9432

=== 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 |   4928/60000 (  8%) ] Loss: 0.4796 top1= 86.9318

=== 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 |   9408/60000 ( 16%) ] Loss: 0.4743 top1= 88.3523

=== 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=0.4591 top1= 88.2111


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.4595 top1= 88.2312


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.4588 top1= 88.3013

