
=== 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= 18.1390


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2766 top1= 18.0489


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2765 top1= 17.8185

Train epoch 2
[E 2B0  |    448/60000 (  1%) ] Loss: 2.2736 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: 2.2539 top1= 19.3182

=== 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: 2.2629 top1= 17.3295

=== 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= 27.6242


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2493 top1= 27.6542


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2491 top1= 27.3137

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=2.2193 top1= 32.1715


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2194 top1= 32.2616


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2192 top1= 31.9712

Train epoch 4
[E 4B0  |    448/60000 (  1%) ] Loss: 2.2165 top1= 23.0114

=== 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= 35.5114

=== 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= 40.1242


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1860 top1= 40.4848


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1857 top1= 40.5849

Train epoch 5
[E 5B0  |    448/60000 (  1%) ] Loss: 2.1834 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 |   4928/60000 (  8%) ] Loss: 2.1580 top1= 41.4773

=== 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: 2.1621 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=2.1487 top1= 45.6631


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1489 top1= 45.9034


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1485 top1= 45.4427

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: 2.1211 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=2.1074 top1= 49.7196


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1077 top1= 50.2804


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1073 top1= 49.2588

Train epoch 7
[E 7B0  |    448/60000 (  1%) ] Loss: 2.1061 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 |   4928/60000 (  8%) ] Loss: 2.0741 top1= 47.7273

=== 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: 2.0751 top1= 46.8750

=== 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=2.0611 top1= 53.9864


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0613 top1= 54.2869


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0609 top1= 53.6258

Train epoch 8
[E 8B0  |    448/60000 (  1%) ] Loss: 2.0604 top1= 42.8977

=== 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: 2.0251 top1= 50.8523

=== 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: 2.0236 top1= 51.9886

=== 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=2.0090 top1= 57.2716


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0092 top1= 57.6823


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0089 top1= 56.8710

Train epoch 9
[E 9B0  |    448/60000 (  1%) ] Loss: 2.0096 top1= 48.2955

=== 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: 1.9701 top1= 53.9773

=== 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: 1.9662 top1= 55.1136

=== 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=1.9505 top1= 60.2965


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9506 top1= 60.5970


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.9505 top1= 59.7456

Train epoch 10
[E10B0  |    448/60000 (  1%) ] Loss: 1.9532 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: 1.9086 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: 1.9017 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=1.8845 top1= 62.8906


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8845 top1= 63.2512


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.8846 top1= 62.6102

Train epoch 11
[E11B0  |    448/60000 (  1%) ] Loss: 1.8906 top1= 54.5455

=== 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: 1.8403 top1= 58.8068

=== 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: 1.8292 top1= 61.0795

=== 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=1.8111 top1= 65.2244


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8110 top1= 65.4547


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.8112 top1= 65.0942

Train epoch 12
[E12B0  |    448/60000 (  1%) ] Loss: 1.8211 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: 1.7659 top1= 60.5114

=== 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: 1.7501 top1= 62.7841

=== 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=1.7306 top1= 67.3778


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7305 top1= 67.6282


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.7308 top1= 67.3878

Train epoch 13
[E13B0  |    448/60000 (  1%) ] Loss: 1.7452 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: 1.6854 top1= 62.7841

=== 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: 1.6649 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=1.6434 top1= 69.3710


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6434 top1= 69.4010


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.6437 top1= 69.2909

Train epoch 14
[E14B0  |    448/60000 (  1%) ] Loss: 1.6634 top1= 60.5114

=== 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: 1.5997 top1= 64.7727

=== 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: 1.5743 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=1.5508 top1= 71.5545


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5507 top1= 71.5946


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.5510 top1= 71.5745

Train epoch 15
[E15B0  |    448/60000 (  1%) ] Loss: 1.5771 top1= 65.0568

=== 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: 1.5107 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: 1.4806 top1= 69.8864

=== 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=1.4546 top1= 73.4175


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4545 top1= 73.5777


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4550 top1= 73.4575

Train epoch 16
[E16B0  |    448/60000 (  1%) ] Loss: 1.4887 top1= 66.7614

=== 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: 1.4203 top1= 70.1705

=== 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: 1.3862 top1= 70.1705

=== 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=1.3577 top1= 75.2103


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3575 top1= 75.1903


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3581 top1= 75.4107

Train epoch 17
[E17B0  |    448/60000 (  1%) ] Loss: 1.4004 top1= 68.7500

=== 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: 1.3307 top1= 71.3068

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



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


[E17B20 |   9408/60000 ( 16%) ] Loss: 1.2940 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=1.2628 top1= 76.8530


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2627 top1= 76.7728


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.2631 top1= 77.0132

Train epoch 18
[E18B0  |    448/60000 (  1%) ] Loss: 1.3142 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: 1.2442 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: 1.2062 top1= 74.7159

=== 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=1.1724 top1= 78.3053


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.1724 top1= 78.2151


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.1727 top1= 78.3654

Train epoch 19
[E19B0  |    448/60000 (  1%) ] Loss: 1.2324 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: 1.1246 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=1.0885 top1= 79.2768


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.0885 top1= 79.2668


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.0888 top1= 79.4471

Train epoch 20
[E20B0  |    448/60000 (  1%) ] Loss: 1.1563 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: 1.0867 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: 1.0503 top1= 76.4205

=== 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=1.0122 top1= 80.3185


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.0123 top1= 80.3586


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.0124 top1= 80.4587

Train epoch 21
[E21B0  |    448/60000 (  1%) ] Loss: 1.0867 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: 1.0176 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: 0.9832 top1= 78.6932

=== 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=0.9439 top1= 81.2700


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.9439 top1= 81.2400


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.9439 top1= 81.4103

Train epoch 22
[E22B0  |    448/60000 (  1%) ] Loss: 1.0236 top1= 74.1477

=== 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: 0.9556 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 |   9408/60000 ( 16%) ] Loss: 0.9233 top1= 79.5455

=== 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=0.8832 top1= 81.9712


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.8834 top1= 81.9111


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.8831 top1= 82.1615

Train epoch 23
[E23B0  |    448/60000 (  1%) ] Loss: 0.9669 top1= 76.1364

=== 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: 0.9001 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= 80.6818

=== 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=0.8297 top1= 82.6723


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.8300 top1= 82.5721


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.8296 top1= 82.8325

Train epoch 24
[E24B0  |    448/60000 (  1%) ] Loss: 0.9162 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: 0.8506 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 |   9408/60000 ( 16%) ] Loss: 0.8227 top1= 81.5341

=== 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=0.7826 top1= 83.2933


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.7830 top1= 83.2833


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.7824 top1= 83.4135

Train epoch 25
[E25B0  |    448/60000 (  1%) ] Loss: 0.8710 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: 0.8063 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: 0.7806 top1= 83.2386

=== 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=0.7412 top1= 83.8642


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.7416 top1= 83.8241


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.7409 top1= 83.9844

Train epoch 26
[E26B0  |    448/60000 (  1%) ] Loss: 0.8304 top1= 77.5568

=== 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: 0.7667 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: 0.7429 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=0.7047 top1= 84.4351


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.7051 top1= 84.4151


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.7044 top1= 84.5453

Train epoch 27
[E27B0  |    448/60000 (  1%) ] Loss: 0.7937 top1= 78.1250

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



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


[E27B10 |   4928/60000 (  8%) ] Loss: 0.7313 top1= 80.9659

=== 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: 0.7093 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=0.6724 top1= 84.8257


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.6729 top1= 84.8157


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.6721 top1= 84.9459

Train epoch 28
[E28B0  |    448/60000 (  1%) ] Loss: 0.7609 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: 0.6994 top1= 81.8182

=== 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: 0.6790 top1= 83.8068

=== 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=0.6439 top1= 85.1963


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.6443 top1= 85.2264


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.6435 top1= 85.3666

Train epoch 29
[E29B0  |    448/60000 (  1%) ] Loss: 0.7311 top1= 78.4091

=== 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: 0.6707 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= 84.9432

=== 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=0.6185 top1= 85.5569


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.6189 top1= 85.5469


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.6181 top1= 85.6370

Train epoch 30
[E30B0  |    448/60000 (  1%) ] Loss: 0.7040 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: 0.6448 top1= 82.3864

=== 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= 84.9432

=== 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=0.5959 top1= 85.8073


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5963 top1= 85.7672


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5955 top1= 85.9776

Train epoch 31
[E31B0  |    448/60000 (  1%) ] Loss: 0.6794 top1= 80.1136

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



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


[E31B10 |   4928/60000 (  8%) ] Loss: 0.6214 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: 0.6052 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=0.5756 top1= 86.2079


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5760 top1= 86.1579


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5752 top1= 86.3882

Train epoch 32
[E32B0  |    448/60000 (  1%) ] Loss: 0.6568 top1= 80.6818

=== 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: 0.6001 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: 0.5851 top1= 86.0795

=== 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=0.5573 top1= 86.4984


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5577 top1= 86.4183


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5570 top1= 86.6486

Train epoch 33
[E33B0  |    448/60000 (  1%) ] Loss: 0.6362 top1= 81.5341

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



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


[E33B10 |   4928/60000 (  8%) ] Loss: 0.5805 top1= 84.9432

=== 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: 0.5670 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=0.5409 top1= 86.7989


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5413 top1= 86.7588


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5405 top1= 86.9491

Train epoch 34
[E34B0  |    448/60000 (  1%) ] Loss: 0.6171 top1= 82.1023

=== 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: 0.5627 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: 0.5505 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=0.5260 top1= 87.0893


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5264 top1= 87.0192


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5256 top1= 87.2596

Train epoch 35
[E35B0  |    448/60000 (  1%) ] Loss: 0.5994 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: 0.5464 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: 0.5352 top1= 87.5000

=== 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=0.5124 top1= 87.3998


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5128 top1= 87.2796


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5121 top1= 87.4900

Train epoch 36
[E36B0  |    448/60000 (  1%) ] Loss: 0.5829 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: 0.5312 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: 0.5212 top1= 87.7841

=== 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=0.5000 top1= 87.5801


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5004 top1= 87.5901


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.4997 top1= 87.6402

Train epoch 37
[E37B0  |    448/60000 (  1%) ] Loss: 0.5675 top1= 83.2386

=== 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: 0.5172 top1= 86.0795

=== 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: 0.5083 top1= 87.5000

=== 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=0.4887 top1= 87.8005


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.4890 top1= 87.7905


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.4884 top1= 87.8806

Train epoch 38
[E38B0  |    448/60000 (  1%) ] Loss: 0.5532 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: 0.5042 top1= 86.6477

=== 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: 0.4964 top1= 87.5000

=== 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=0.4782 top1= 88.0208


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.4785 top1= 87.9207


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.4779 top1= 88.0409

Train epoch 39
[E39B0  |    448/60000 (  1%) ] Loss: 0.5398 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: 0.4922 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: 0.4855 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=0.4685 top1= 88.1010


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.4689 top1= 88.0909


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.4682 top1= 88.1711

Train epoch 40
[E40B0  |    448/60000 (  1%) ] Loss: 0.5272 top1= 85.2273

=== 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: 0.4810 top1= 86.6477

=== 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: 0.4753 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=0.4596 top1= 88.2212


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.4600 top1= 88.2312


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.4593 top1= 88.2913

