
=== 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)

=== Start adding graph ===
TwoCliquesWithByzantine(m=5,b=0)

Train epoch 1
[E 1B0  |    352/60000 (  1%) ] Loss: 2.3092 top1=  7.1023

=== Peeking data label distribution E1B0 ===
Worker 0 has targets: tensor([9, 4, 3, 4, 4], device='cuda:0')
Worker 1 has targets: tensor([3, 8, 2, 1, 4], device='cuda:0')
Worker 2 has targets: tensor([5, 9, 5, 8, 0], device='cuda:0')
Worker 3 has targets: tensor([4, 4, 0, 7, 0], device='cuda:0')
Worker 4 has targets: tensor([7, 0, 2, 3, 7], device='cuda:0')
Worker 5 has targets: tensor([4, 6, 1, 3, 0], device='cuda:0')
Worker 6 has targets: tensor([9, 8, 6, 5, 6], device='cuda:0')
Worker 7 has targets: tensor([6, 9, 5, 1, 7], device='cuda:0')
Worker 8 has targets: tensor([8, 9, 5, 6, 8], device='cuda:0')
Worker 9 has targets: tensor([8, 3, 4, 0, 9], device='cuda:0')
Worker 10 has targets: tensor([7, 1, 7, 1, 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 |   3872/60000 (  6%) ] Loss: 2.2985 top1= 11.0795

=== 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 |   7392/60000 ( 12%) ] Loss: 2.2844 top1= 14.4886

=== 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=2.2775 top1= 17.7784


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2774 top1= 17.8586


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2776 top1= 17.9187

Train epoch 2
[E 2B0  |    352/60000 (  1%) ] Loss: 2.2830 top1= 13.6364

=== Log global consensus distance @ E2B0 ===
consensus_distance=0.000



=== Log clique consensus distance @ E2B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000


[E 2B10 |   3872/60000 (  6%) ] Loss: 2.2715 top1= 13.6364

=== 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 |   7392/60000 ( 12%) ] Loss: 2.2563 top1= 19.8864

=== 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=2.2511 top1= 26.6727


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2511 top1= 26.8730


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2512 top1= 26.5925

Train epoch 3
[E 3B0  |    352/60000 (  1%) ] Loss: 2.2566 top1= 18.4659

=== 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 |   3872/60000 (  6%) ] Loss: 2.2437 top1= 19.3182

=== 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 |   7392/60000 ( 12%) ] Loss: 2.2265 top1= 26.1364

=== 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=2.2228 top1= 31.2600


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2229 top1= 32.2015


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2228 top1= 30.7192

Train epoch 4
[E 4B0  |    352/60000 (  1%) ] Loss: 2.2284 top1= 24.1477

=== 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 |   3872/60000 (  6%) ] Loss: 2.2129 top1= 25.5682

=== 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 |   7392/60000 ( 12%) ] Loss: 2.1939 top1= 30.9659

=== Log global consensus distance @ E4B20 ===
consensus_distance=0.000



=== Log clique consensus distance @ E4B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.001



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1917 top1= 39.7336


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1920 top1= 41.4663


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1917 top1= 37.7704

Train epoch 5
[E 5B0  |    352/60000 (  1%) ] Loss: 2.1978 top1= 28.9773

=== Log global consensus distance @ E5B0 ===
consensus_distance=0.000



=== Log clique consensus distance @ E5B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.001


[E 5B10 |   3872/60000 (  6%) ] Loss: 2.1788 top1= 32.1023

=== Log global consensus distance @ E5B10 ===
consensus_distance=0.000



=== Log clique consensus distance @ E5B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.001


[E 5B20 |   7392/60000 ( 12%) ] Loss: 2.1578 top1= 37.5000

=== Log global consensus distance @ E5B20 ===
consensus_distance=0.000



=== Log clique consensus distance @ E5B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.001



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1573 top1= 44.2007


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1576 top1= 45.5729


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1572 top1= 42.9788

Train epoch 6
[E 6B0  |    352/60000 (  1%) ] Loss: 2.1641 top1= 30.3977

=== Log global consensus distance @ E6B0 ===
consensus_distance=0.000



=== Log clique consensus distance @ E6B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.001


[E 6B10 |   3872/60000 (  6%) ] Loss: 2.1405 top1= 37.5000

=== Log global consensus distance @ E6B10 ===
consensus_distance=0.000



=== Log clique consensus distance @ E6B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.001


[E 6B20 |   7392/60000 ( 12%) ] Loss: 2.1178 top1= 41.4773

=== Log global consensus distance @ E6B20 ===
consensus_distance=0.000



=== Log clique consensus distance @ E6B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.001



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1190 top1= 47.6362


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1193 top1= 48.7780


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1190 top1= 46.1438

Train epoch 7
[E 7B0  |    352/60000 (  1%) ] Loss: 2.1266 top1= 35.7955

=== Log global consensus distance @ E7B0 ===
consensus_distance=0.000



=== Log clique consensus distance @ E7B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.001


[E 7B10 |   3872/60000 (  6%) ] Loss: 2.0974 top1= 42.0455

=== Log global consensus distance @ E7B10 ===
consensus_distance=0.000



=== Log clique consensus distance @ E7B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.001


[E 7B20 |   7392/60000 ( 12%) ] Loss: 2.0734 top1= 45.1705

=== Log global consensus distance @ E7B20 ===
consensus_distance=0.000



=== Log clique consensus distance @ E7B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.001



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.0760 top1= 50.6410


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0763 top1= 52.0833


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0760 top1= 49.0485

Train epoch 8
[E 8B0  |    352/60000 (  1%) ] Loss: 2.0849 top1= 39.4886

=== Log global consensus distance @ E8B0 ===
consensus_distance=0.000



=== Log clique consensus distance @ E8B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.002


[E 8B10 |   3872/60000 (  6%) ] Loss: 2.0494 top1= 46.5909

=== Log global consensus distance @ E8B10 ===
consensus_distance=0.000



=== Log clique consensus distance @ E8B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.002


[E 8B20 |   7392/60000 ( 12%) ] Loss: 2.0240 top1= 48.5795

=== Log global consensus distance @ E8B20 ===
consensus_distance=0.000



=== Log clique consensus distance @ E8B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.002



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.0273 top1= 53.4555


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0278 top1= 54.7877


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0273 top1= 51.9631

Train epoch 9
[E 9B0  |    352/60000 (  1%) ] Loss: 2.0376 top1= 42.8977

=== Log global consensus distance @ E9B0 ===
consensus_distance=0.000



=== Log clique consensus distance @ E9B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.002


[E 9B10 |   3872/60000 (  6%) ] Loss: 1.9952 top1= 49.7159

=== Log global consensus distance @ E9B10 ===
consensus_distance=0.000



=== Log clique consensus distance @ E9B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.002


[E 9B20 |   7392/60000 ( 12%) ] Loss: 1.9689 top1= 50.8523

=== Log global consensus distance @ E9B20 ===
consensus_distance=0.001



=== Log clique consensus distance @ E9B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.002



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.9725 top1= 56.5605


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9732 top1= 57.7624


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.9722 top1= 54.9880

Train epoch 10
[E10B0  |    352/60000 (  1%) ] Loss: 1.9843 top1= 48.0114

=== Log global consensus distance @ E10B0 ===
consensus_distance=0.001



=== Log clique consensus distance @ E10B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.002


[E10B10 |   3872/60000 (  6%) ] Loss: 1.9349 top1= 53.9773

=== Log global consensus distance @ E10B10 ===
consensus_distance=0.001



=== Log clique consensus distance @ E10B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.002


[E10B20 |   7392/60000 ( 12%) ] Loss: 1.9076 top1= 53.1250

=== Log global consensus distance @ E10B20 ===
consensus_distance=0.001



=== Log clique consensus distance @ E10B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.003



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.9111 top1= 59.6154


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9120 top1= 60.7372


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.9105 top1= 58.0629

Train epoch 11
[E11B0  |    352/60000 (  1%) ] Loss: 1.9248 top1= 50.5682

=== Log global consensus distance @ E11B0 ===
consensus_distance=0.001



=== Log clique consensus distance @ E11B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.003


[E11B10 |   3872/60000 (  6%) ] Loss: 1.8676 top1= 57.3864

=== Log global consensus distance @ E11B10 ===
consensus_distance=0.001



=== Log clique consensus distance @ E11B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.003


[E11B20 |   7392/60000 ( 12%) ] Loss: 1.8397 top1= 54.5455

=== Log global consensus distance @ E11B20 ===
consensus_distance=0.001



=== Log clique consensus distance @ E11B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.003



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8429 top1= 62.6903


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8442 top1= 63.8622


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.8422 top1= 61.2480

Train epoch 12
[E12B0  |    352/60000 (  1%) ] Loss: 1.8591 top1= 52.2727

=== Log global consensus distance @ E12B0 ===
consensus_distance=0.001



=== Log clique consensus distance @ E12B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.003


[E12B10 |   3872/60000 (  6%) ] Loss: 1.7935 top1= 60.7955

=== Log global consensus distance @ E12B10 ===
consensus_distance=0.001



=== Log clique consensus distance @ E12B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004


[E12B20 |   7392/60000 ( 12%) ] Loss: 1.7660 top1= 57.6705

=== Log global consensus distance @ E12B20 ===
consensus_distance=0.001



=== Log clique consensus distance @ E12B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.7680 top1= 65.4948


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7694 top1= 66.8970


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.7672 top1= 64.0625

Train epoch 13
[E13B0  |    352/60000 (  1%) ] Loss: 1.7872 top1= 54.5455

=== Log global consensus distance @ E13B0 ===
consensus_distance=0.001



=== Log clique consensus distance @ E13B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004


[E13B10 |   3872/60000 (  6%) ] Loss: 1.7128 top1= 62.2159

=== Log global consensus distance @ E13B10 ===
consensus_distance=0.001



=== Log clique consensus distance @ E13B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004


[E13B20 |   7392/60000 ( 12%) ] Loss: 1.6866 top1= 61.3636

=== Log global consensus distance @ E13B20 ===
consensus_distance=0.001



=== Log clique consensus distance @ E13B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.6865 top1= 67.9688


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6880 top1= 69.1707


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.6858 top1= 66.7869

Train epoch 14
[E14B0  |    352/60000 (  1%) ] Loss: 1.7098 top1= 58.2386

=== Log global consensus distance @ E14B0 ===
consensus_distance=0.001



=== Log clique consensus distance @ E14B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005


[E14B10 |   3872/60000 (  6%) ] Loss: 1.6265 top1= 63.6364

=== Log global consensus distance @ E14B10 ===
consensus_distance=0.001



=== Log clique consensus distance @ E14B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005


[E14B20 |   7392/60000 ( 12%) ] Loss: 1.6025 top1= 63.6364

=== Log global consensus distance @ E14B20 ===
consensus_distance=0.001



=== Log clique consensus distance @ E14B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.006



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5993 top1= 70.2624


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6007 top1= 71.2240


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.5988 top1= 69.1707

Train epoch 15
[E15B0  |    352/60000 (  1%) ] Loss: 1.6278 top1= 59.3750

=== Log global consensus distance @ E15B0 ===
consensus_distance=0.001



=== Log clique consensus distance @ E15B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.006


[E15B10 |   3872/60000 (  6%) ] Loss: 1.5361 top1= 65.3409

=== Log global consensus distance @ E15B10 ===
consensus_distance=0.001



=== Log clique consensus distance @ E15B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.006


[E15B20 |   7392/60000 ( 12%) ] Loss: 1.5150 top1= 65.0568

=== Log global consensus distance @ E15B20 ===
consensus_distance=0.002



=== Log clique consensus distance @ E15B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.006



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5077 top1= 72.1955


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5090 top1= 73.1170


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.5074 top1= 71.2039

Train epoch 16
[E16B0  |    352/60000 (  1%) ] Loss: 1.5420 top1= 62.2159

=== Log global consensus distance @ E16B0 ===
consensus_distance=0.002



=== Log clique consensus distance @ E16B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007


[E16B10 |   3872/60000 (  6%) ] Loss: 1.4434 top1= 67.0455

=== Log global consensus distance @ E16B10 ===
consensus_distance=0.002



=== Log clique consensus distance @ E16B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007


[E16B20 |   7392/60000 ( 12%) ] Loss: 1.4262 top1= 66.4773

=== Log global consensus distance @ E16B20 ===
consensus_distance=0.002



=== Log clique consensus distance @ E16B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.4138 top1= 74.1486


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4148 top1= 74.9399


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4138 top1= 73.1070

Train epoch 17
[E17B0  |    352/60000 (  1%) ] Loss: 1.4542 top1= 64.2045

=== Log global consensus distance @ E17B0 ===
consensus_distance=0.002



=== Log clique consensus distance @ E17B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.008


[E17B10 |   3872/60000 (  6%) ] Loss: 1.3506 top1= 69.8864

=== Log global consensus distance @ E17B10 ===
consensus_distance=0.002



=== Log clique consensus distance @ E17B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.008


[E17B20 |   7392/60000 ( 12%) ] Loss: 1.3382 top1= 69.0341

=== Log global consensus distance @ E17B20 ===
consensus_distance=0.002



=== Log clique consensus distance @ E17B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.008



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.3202 top1= 75.7512


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3208 top1= 76.6627


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3207 top1= 74.6494

Train epoch 18
[E18B0  |    352/60000 (  1%) ] Loss: 1.3671 top1= 66.7614

=== Log global consensus distance @ E18B0 ===
consensus_distance=0.002



=== Log clique consensus distance @ E18B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.009


[E18B10 |   3872/60000 (  6%) ] Loss: 1.2607 top1= 70.7386

=== Log global consensus distance @ E18B10 ===
consensus_distance=0.002



=== Log clique consensus distance @ E18B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.009


[E18B20 |   7392/60000 ( 12%) ] Loss: 1.2531 top1= 69.8864

=== Log global consensus distance @ E18B20 ===
consensus_distance=0.002



=== Log clique consensus distance @ E18B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.009



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.2295 top1= 77.1935


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2296 top1= 78.0148


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.2304 top1= 76.2019

Train epoch 19
[E19B0  |    352/60000 (  1%) ] Loss: 1.2830 top1= 67.0455

=== Log global consensus distance @ E19B0 ===
consensus_distance=0.002



=== Log clique consensus distance @ E19B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.010


[E19B10 |   3872/60000 (  6%) ] Loss: 1.1759 top1= 72.1591

=== Log global consensus distance @ E19B10 ===
consensus_distance=0.002



=== Log clique consensus distance @ E19B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.010


[E19B20 |   7392/60000 ( 12%) ] Loss: 1.1725 top1= 72.1591

=== Log global consensus distance @ E19B20 ===
consensus_distance=0.002



=== Log clique consensus distance @ E19B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.010



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.1436 top1= 78.6458


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.1434 top1= 79.2268


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.1450 top1= 77.6442

Train epoch 20
[E20B0  |    352/60000 (  1%) ] Loss: 1.2037 top1= 69.3182

=== Log global consensus distance @ E20B0 ===
consensus_distance=0.003



=== Log clique consensus distance @ E20B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.011


[E20B10 |   3872/60000 (  6%) ] Loss: 1.0976 top1= 73.2955

=== Log global consensus distance @ E20B10 ===
consensus_distance=0.003



=== Log clique consensus distance @ E20B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.011


[E20B20 |   7392/60000 ( 12%) ] Loss: 1.0979 top1= 73.2955

=== Log global consensus distance @ E20B20 ===
consensus_distance=0.003



=== Log clique consensus distance @ E20B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.011



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0643 top1= 79.6575


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.0639 top1= 80.3085


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.0661 top1= 78.8061

Train epoch 21
[E21B0  |    352/60000 (  1%) ] Loss: 1.1302 top1= 70.1705

=== Log global consensus distance @ E21B0 ===
consensus_distance=0.003



=== Log clique consensus distance @ E21B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.012


[E21B10 |   3872/60000 (  6%) ] Loss: 1.0265 top1= 73.8636

=== Log global consensus distance @ E21B10 ===
consensus_distance=0.003



=== Log clique consensus distance @ E21B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.012


[E21B20 |   7392/60000 ( 12%) ] Loss: 1.0296 top1= 74.7159

=== Log global consensus distance @ E21B20 ===
consensus_distance=0.003



=== Log clique consensus distance @ E21B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.013



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9923 top1= 80.5589


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.9918 top1= 81.1098


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.9944 top1= 79.7977

Train epoch 22
[E22B0  |    352/60000 (  1%) ] Loss: 1.0631 top1= 71.8750

=== Log global consensus distance @ E22B0 ===
consensus_distance=0.003



=== Log clique consensus distance @ E22B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.013


[E22B10 |   3872/60000 (  6%) ] Loss: 0.9626 top1= 75.5682

=== Log global consensus distance @ E22B10 ===
consensus_distance=0.003



=== Log clique consensus distance @ E22B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.013


[E22B20 |   7392/60000 ( 12%) ] Loss: 0.9678 top1= 76.1364

=== Log global consensus distance @ E22B20 ===
consensus_distance=0.003



=== Log clique consensus distance @ E22B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.014



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9279 top1= 81.2901


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.9273 top1= 81.5905


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.9300 top1= 80.7292

Train epoch 23
[E23B0  |    352/60000 (  1%) ] Loss: 1.0025 top1= 72.4432

=== Log global consensus distance @ E23B0 ===
consensus_distance=0.003



=== Log clique consensus distance @ E23B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.014


[E23B10 |   3872/60000 (  6%) ] Loss: 0.9058 top1= 76.7045

=== Log global consensus distance @ E23B10 ===
consensus_distance=0.003



=== Log clique consensus distance @ E23B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.014


[E23B20 |   7392/60000 ( 12%) ] Loss: 0.9122 top1= 76.7045

=== Log global consensus distance @ E23B20 ===
consensus_distance=0.004



=== Log clique consensus distance @ E23B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.015



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8707 top1= 81.8610


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.8703 top1= 82.3718


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.8730 top1= 81.2700

Train epoch 24
[E24B0  |    352/60000 (  1%) ] Loss: 0.9484 top1= 74.1477

=== Log global consensus distance @ E24B0 ===
consensus_distance=0.004



=== Log clique consensus distance @ E24B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.015


[E24B10 |   3872/60000 (  6%) ] Loss: 0.8554 top1= 77.5568

=== Log global consensus distance @ E24B10 ===
consensus_distance=0.004



=== Log clique consensus distance @ E24B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.016


[E24B20 |   7392/60000 ( 12%) ] Loss: 0.8625 top1= 77.2727

=== Log global consensus distance @ E24B20 ===
consensus_distance=0.004



=== Log clique consensus distance @ E24B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.016



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8204 top1= 82.4519


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.8200 top1= 82.9026


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.8228 top1= 81.8510

Train epoch 25
[E25B0  |    352/60000 (  1%) ] Loss: 0.9001 top1= 75.2841

=== Log global consensus distance @ E25B0 ===
consensus_distance=0.004



=== Log clique consensus distance @ E25B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.016


[E25B10 |   3872/60000 (  6%) ] Loss: 0.8106 top1= 78.4091

=== Log global consensus distance @ E25B10 ===
consensus_distance=0.004



=== Log clique consensus distance @ E25B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.017


[E25B20 |   7392/60000 ( 12%) ] Loss: 0.8180 top1= 78.6932

=== Log global consensus distance @ E25B20 ===
consensus_distance=0.004



=== Log clique consensus distance @ E25B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.017



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7761 top1= 83.0128


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.7759 top1= 83.5236


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.7786 top1= 82.4219

Train epoch 26
[E26B0  |    352/60000 (  1%) ] Loss: 0.8572 top1= 76.1364

=== Log global consensus distance @ E26B0 ===
consensus_distance=0.004



=== Log clique consensus distance @ E26B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.018


[E26B10 |   3872/60000 (  6%) ] Loss: 0.7707 top1= 79.2614

=== Log global consensus distance @ E26B10 ===
consensus_distance=0.004



=== Log clique consensus distance @ E26B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.018


[E26B20 |   7392/60000 ( 12%) ] Loss: 0.7783 top1= 79.5455

=== Log global consensus distance @ E26B20 ===
consensus_distance=0.004



=== Log clique consensus distance @ E26B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.018



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7373 top1= 83.4635


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.7373 top1= 83.9243


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.7397 top1= 82.8626

Train epoch 27
[E27B0  |    352/60000 (  1%) ] Loss: 0.8190 top1= 76.9886

=== Log global consensus distance @ E27B0 ===
consensus_distance=0.005



=== Log clique consensus distance @ E27B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.019


[E27B10 |   3872/60000 (  6%) ] Loss: 0.7354 top1= 79.8295

=== Log global consensus distance @ E27B10 ===
consensus_distance=0.005



=== Log clique consensus distance @ E27B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.019


[E27B20 |   7392/60000 ( 12%) ] Loss: 0.7428 top1= 80.3977

=== Log global consensus distance @ E27B20 ===
consensus_distance=0.005



=== Log clique consensus distance @ E27B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.020



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7032 top1= 83.9744


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.7033 top1= 84.2548


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.7057 top1= 83.5136

Train epoch 28
[E28B0  |    352/60000 (  1%) ] Loss: 0.7850 top1= 77.5568

=== Log global consensus distance @ E28B0 ===
consensus_distance=0.005



=== Log clique consensus distance @ E28B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.020


[E28B10 |   3872/60000 (  6%) ] Loss: 0.7040 top1= 80.3977

=== Log global consensus distance @ E28B10 ===
consensus_distance=0.005



=== Log clique consensus distance @ E28B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.020


[E28B20 |   7392/60000 ( 12%) ] Loss: 0.7110 top1= 80.9659

=== Log global consensus distance @ E28B20 ===
consensus_distance=0.005



=== Log clique consensus distance @ E28B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.021



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6731 top1= 84.2748


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.6733 top1= 84.5853


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.6756 top1= 83.8341

Train epoch 29
[E29B0  |    352/60000 (  1%) ] Loss: 0.7546 top1= 78.1250

=== Log global consensus distance @ E29B0 ===
consensus_distance=0.005



=== Log clique consensus distance @ E29B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.021


[E29B10 |   3872/60000 (  6%) ] Loss: 0.6759 top1= 80.6818

=== Log global consensus distance @ E29B10 ===
consensus_distance=0.005



=== Log clique consensus distance @ E29B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.022


[E29B20 |   7392/60000 ( 12%) ] Loss: 0.6823 top1= 81.2500

=== Log global consensus distance @ E29B20 ===
consensus_distance=0.005



=== Log clique consensus distance @ E29B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.022



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6463 top1= 84.6755


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.6466 top1= 84.8658


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.6489 top1= 84.1346

Train epoch 30
[E30B0  |    352/60000 (  1%) ] Loss: 0.7274 top1= 78.9773

=== Log global consensus distance @ E30B0 ===
consensus_distance=0.005



=== Log clique consensus distance @ E30B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.023


[E30B10 |   3872/60000 (  6%) ] Loss: 0.6506 top1= 81.8182

=== Log global consensus distance @ E30B10 ===
consensus_distance=0.006



=== Log clique consensus distance @ E30B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.023


[E30B20 |   7392/60000 ( 12%) ] Loss: 0.6562 top1= 82.3864

=== Log global consensus distance @ E30B20 ===
consensus_distance=0.006



=== Log clique consensus distance @ E30B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.023



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6226 top1= 84.9659


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.6230 top1= 85.1362


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.6251 top1= 84.5252

Train epoch 31
[E31B0  |    352/60000 (  1%) ] Loss: 0.7028 top1= 78.9773

=== Log global consensus distance @ E31B0 ===
consensus_distance=0.006



=== Log clique consensus distance @ E31B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.024


[E31B10 |   3872/60000 (  6%) ] Loss: 0.6279 top1= 83.2386

=== Log global consensus distance @ E31B10 ===
consensus_distance=0.006



=== Log clique consensus distance @ E31B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.024


[E31B20 |   7392/60000 ( 12%) ] Loss: 0.6326 top1= 83.2386

=== Log global consensus distance @ E31B20 ===
consensus_distance=0.006



=== Log clique consensus distance @ E31B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.025



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6014 top1= 85.2464


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.6018 top1= 85.4367


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.6039 top1= 84.8458

Train epoch 32
[E32B0  |    352/60000 (  1%) ] Loss: 0.6805 top1= 79.5455

=== Log global consensus distance @ E32B0 ===
consensus_distance=0.006



=== Log clique consensus distance @ E32B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.025


[E32B10 |   3872/60000 (  6%) ] Loss: 0.6073 top1= 83.5227

=== Log global consensus distance @ E32B10 ===
consensus_distance=0.006



=== Log clique consensus distance @ E32B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.026


[E32B20 |   7392/60000 ( 12%) ] Loss: 0.6111 top1= 83.8068

=== Log global consensus distance @ E32B20 ===
consensus_distance=0.006



=== Log clique consensus distance @ E32B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.026



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5824 top1= 85.4567


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5829 top1= 85.7873


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5849 top1= 85.1462

Train epoch 33
[E33B0  |    352/60000 (  1%) ] Loss: 0.6600 top1= 80.1136

=== Log global consensus distance @ E33B0 ===
consensus_distance=0.006



=== Log clique consensus distance @ E33B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.027


[E33B10 |   3872/60000 (  6%) ] Loss: 0.5886 top1= 84.6591

=== Log global consensus distance @ E33B10 ===
consensus_distance=0.006



=== Log clique consensus distance @ E33B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.027


[E33B20 |   7392/60000 ( 12%) ] Loss: 0.5915 top1= 84.0909

=== Log global consensus distance @ E33B20 ===
consensus_distance=0.007



=== Log clique consensus distance @ E33B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.027



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5653 top1= 85.7071


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5659 top1= 86.0276


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5677 top1= 85.4768

Train epoch 34
[E34B0  |    352/60000 (  1%) ] Loss: 0.6414 top1= 80.1136

=== Log global consensus distance @ E34B0 ===
consensus_distance=0.007



=== Log clique consensus distance @ E34B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.028


[E34B10 |   3872/60000 (  6%) ] Loss: 0.5714 top1= 85.2273

=== Log global consensus distance @ E34B10 ===
consensus_distance=0.007



=== Log clique consensus distance @ E34B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.028


[E34B20 |   7392/60000 ( 12%) ] Loss: 0.5733 top1= 84.3750

=== Log global consensus distance @ E34B20 ===
consensus_distance=0.007



=== Log clique consensus distance @ E34B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.029



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5498 top1= 85.9675


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5506 top1= 86.2380


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5522 top1= 85.7572

Train epoch 35
[E35B0  |    352/60000 (  1%) ] Loss: 0.6243 top1= 81.2500

=== Log global consensus distance @ E35B0 ===
consensus_distance=0.007



=== Log clique consensus distance @ E35B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.029


[E35B10 |   3872/60000 (  6%) ] Loss: 0.5557 top1= 85.5114

=== Log global consensus distance @ E35B10 ===
consensus_distance=0.007



=== Log clique consensus distance @ E35B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.030


[E35B20 |   7392/60000 ( 12%) ] Loss: 0.5564 top1= 84.6591

=== Log global consensus distance @ E35B20 ===
consensus_distance=0.007



=== Log clique consensus distance @ E35B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.030



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5357 top1= 86.1679


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5366 top1= 86.4583


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5382 top1= 85.9175

Train epoch 36
[E36B0  |    352/60000 (  1%) ] Loss: 0.6084 top1= 81.5341

=== Log global consensus distance @ E36B0 ===
consensus_distance=0.007



=== Log clique consensus distance @ E36B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.031


[E36B10 |   3872/60000 (  6%) ] Loss: 0.5412 top1= 86.9318

=== Log global consensus distance @ E36B10 ===
consensus_distance=0.007



=== Log clique consensus distance @ E36B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.031


[E36B20 |   7392/60000 ( 12%) ] Loss: 0.5409 top1= 85.5114

=== Log global consensus distance @ E36B20 ===
consensus_distance=0.008



=== Log clique consensus distance @ E36B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.032



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5230 top1= 86.3882


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5238 top1= 86.6386


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5254 top1= 86.1078

Train epoch 37
[E37B0  |    352/60000 (  1%) ] Loss: 0.5937 top1= 82.1023

=== Log global consensus distance @ E37B0 ===
consensus_distance=0.008



=== Log clique consensus distance @ E37B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.032


[E37B10 |   3872/60000 (  6%) ] Loss: 0.5279 top1= 87.2159

=== Log global consensus distance @ E37B10 ===
consensus_distance=0.008



=== Log clique consensus distance @ E37B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.032


[E37B20 |   7392/60000 ( 12%) ] Loss: 0.5264 top1= 85.7955

=== Log global consensus distance @ E37B20 ===
consensus_distance=0.008



=== Log clique consensus distance @ E37B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.033



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5113 top1= 86.6286


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5122 top1= 86.9291


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5138 top1= 86.3582

Train epoch 38
[E38B0  |    352/60000 (  1%) ] Loss: 0.5801 top1= 82.1023

=== Log global consensus distance @ E38B0 ===
consensus_distance=0.008



=== Log clique consensus distance @ E38B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.034


[E38B10 |   3872/60000 (  6%) ] Loss: 0.5155 top1= 87.5000

=== Log global consensus distance @ E38B10 ===
consensus_distance=0.008



=== Log clique consensus distance @ E38B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.034


[E38B20 |   7392/60000 ( 12%) ] Loss: 0.5129 top1= 86.0795

=== Log global consensus distance @ E38B20 ===
consensus_distance=0.008



=== Log clique consensus distance @ E38B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.034



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5006 top1= 86.7989


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5015 top1= 87.0192


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5032 top1= 86.4583

Train epoch 39
[E39B0  |    352/60000 (  1%) ] Loss: 0.5675 top1= 82.6705

=== Log global consensus distance @ E39B0 ===
consensus_distance=0.008



=== Log clique consensus distance @ E39B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.035


[E39B10 |   3872/60000 (  6%) ] Loss: 0.5041 top1= 87.7841

=== Log global consensus distance @ E39B10 ===
consensus_distance=0.009



=== Log clique consensus distance @ E39B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.035


[E39B20 |   7392/60000 ( 12%) ] Loss: 0.5003 top1= 86.6477

=== Log global consensus distance @ E39B20 ===
consensus_distance=0.009



=== Log clique consensus distance @ E39B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.036



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4908 top1= 86.8890


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.4918 top1= 87.2496


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.4934 top1= 86.5885

Train epoch 40
[E40B0  |    352/60000 (  1%) ] Loss: 0.5557 top1= 82.9545

=== Log global consensus distance @ E40B0 ===
consensus_distance=0.009



=== Log clique consensus distance @ E40B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.036


[E40B10 |   3872/60000 (  6%) ] Loss: 0.4936 top1= 87.7841

=== Log global consensus distance @ E40B10 ===
consensus_distance=0.009



=== Log clique consensus distance @ E40B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.037


[E40B20 |   7392/60000 ( 12%) ] Loss: 0.4885 top1= 87.5000

=== Log global consensus distance @ E40B20 ===
consensus_distance=0.009



=== Log clique consensus distance @ E40B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.037



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4818 top1= 87.1595


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.4828 top1= 87.3998


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.4844 top1= 86.7588

