
=== 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: 2.3084 top1=  7.6705

=== Peeking data label distribution E1B0 ===
Worker 0 has targets: tensor([0, 0, 0, 0, 0], device='cuda:0')
Worker 1 has targets: tensor([1, 1, 1, 1, 0], device='cuda:0')
Worker 2 has targets: tensor([2, 2, 2, 1, 1], device='cuda:0')
Worker 3 has targets: tensor([3, 3, 2, 2, 2], device='cuda:0')
Worker 4 has targets: tensor([4, 4, 3, 3, 3], device='cuda:0')
Worker 5 has targets: tensor([4, 5, 4, 4, 4], device='cuda:0')
Worker 6 has targets: tensor([5, 6, 5, 5, 5], device='cuda:0')
Worker 7 has targets: tensor([6, 7, 6, 6, 6], device='cuda:0')
Worker 8 has targets: tensor([7, 8, 7, 7, 7], device='cuda:0')
Worker 9 has targets: tensor([8, 8, 8, 8, 8], device='cuda:0')
Worker 10 has targets: tensor([9, 9, 9, 9, 9], 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: 2.2494 top1= 19.8864

=== Log global consensus distance @ E1B10 ===
consensus_distance=0.000



=== Log clique consensus distance @ E1B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.001


[E 1B20 |   7392/60000 ( 12%) ] Loss: 2.2186 top1= 26.1364

=== Log global consensus distance @ E1B20 ===
consensus_distance=0.001



=== Log clique consensus distance @ E1B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2760 top1= 18.0188


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2771 top1= 16.8770


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2830 top1= 18.1791

Train epoch 2
[E 2B0  |    352/60000 (  1%) ] Loss: 2.1867 top1= 30.3977

=== Log global consensus distance @ E2B0 ===
consensus_distance=0.001



=== Log clique consensus distance @ E2B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.006


[E 2B10 |   3872/60000 (  6%) ] Loss: 2.1514 top1= 36.9318

=== Log global consensus distance @ E2B10 ===
consensus_distance=0.002



=== Log clique consensus distance @ E2B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.009


[E 2B20 |   7392/60000 ( 12%) ] Loss: 2.1276 top1= 34.3750

=== Log global consensus distance @ E2B20 ===
consensus_distance=0.003



=== Log clique consensus distance @ E2B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.011



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2440 top1= 26.5124


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2509 top1= 19.0605


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2598 top1= 25.9215

Train epoch 3
[E 3B0  |    352/60000 (  1%) ] Loss: 2.0952 top1= 39.7727

=== Log global consensus distance @ E3B0 ===
consensus_distance=0.003



=== Log clique consensus distance @ E3B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.013


[E 3B10 |   3872/60000 (  6%) ] Loss: 2.0598 top1= 43.4659

=== Log global consensus distance @ E3B10 ===
consensus_distance=0.004



=== Log clique consensus distance @ E3B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.015


[E 3B20 |   7392/60000 ( 12%) ] Loss: 2.0410 top1= 43.1818

=== Log global consensus distance @ E3B20 ===
consensus_distance=0.004



=== Log clique consensus distance @ E3B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.017



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2050 top1= 29.7576


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2230 top1= 25.3506


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2306 top1= 32.4720

Train epoch 4
[E 4B0  |    352/60000 (  1%) ] Loss: 2.0073 top1= 47.7273

=== Log global consensus distance @ E4B0 ===
consensus_distance=0.004



=== Log clique consensus distance @ E4B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.018


[E 4B10 |   3872/60000 (  6%) ] Loss: 1.9724 top1= 52.2727

=== Log global consensus distance @ E4B10 ===
consensus_distance=0.005



=== Log clique consensus distance @ E4B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.020


[E 4B20 |   7392/60000 ( 12%) ] Loss: 1.9567 top1= 51.1364

=== Log global consensus distance @ E4B20 ===
consensus_distance=0.005



=== Log clique consensus distance @ E4B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.021



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1595 top1= 39.2027


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1896 top1= 33.2332


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1949 top1= 36.0276

Train epoch 5
[E 5B0  |    352/60000 (  1%) ] Loss: 1.9214 top1= 56.2500

=== Log global consensus distance @ E5B0 ===
consensus_distance=0.005



=== Log clique consensus distance @ E5B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.022


[E 5B10 |   3872/60000 (  6%) ] Loss: 1.8846 top1= 58.8068

=== Log global consensus distance @ E5B10 ===
consensus_distance=0.005



=== Log clique consensus distance @ E5B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.024


[E 5B20 |   7392/60000 ( 12%) ] Loss: 1.8705 top1= 58.8068

=== Log global consensus distance @ E5B20 ===
consensus_distance=0.006



=== Log clique consensus distance @ E5B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.025



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1066 top1= 43.2993


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1487 top1= 35.4367


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1528 top1= 38.3213

Train epoch 6
[E 6B0  |    352/60000 (  1%) ] Loss: 1.8310 top1= 59.6591

=== Log global consensus distance @ E6B0 ===
consensus_distance=0.006



=== Log clique consensus distance @ E6B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.026


[E 6B10 |   3872/60000 (  6%) ] Loss: 1.7902 top1= 63.9205

=== Log global consensus distance @ E6B10 ===
consensus_distance=0.006



=== Log clique consensus distance @ E6B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.027


[E 6B20 |   7392/60000 ( 12%) ] Loss: 1.7776 top1= 63.0682

=== Log global consensus distance @ E6B20 ===
consensus_distance=0.006



=== Log clique consensus distance @ E6B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.028



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.0450 top1= 45.8133


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0997 top1= 36.6987


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1049 top1= 38.9323

Train epoch 7
[E 7B0  |    352/60000 (  1%) ] Loss: 1.7325 top1= 65.0568

=== Log global consensus distance @ E7B0 ===
consensus_distance=0.007



=== Log clique consensus distance @ E7B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.029


[E 7B10 |   3872/60000 (  6%) ] Loss: 1.6876 top1= 67.6136

=== Log global consensus distance @ E7B10 ===
consensus_distance=0.007



=== Log clique consensus distance @ E7B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.030


[E 7B20 |   7392/60000 ( 12%) ] Loss: 1.6763 top1= 69.8864

=== Log global consensus distance @ E7B20 ===
consensus_distance=0.007



=== Log clique consensus distance @ E7B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.030



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.9739 top1= 49.9199


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0422 top1= 38.5517


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0507 top1= 39.2127

Train epoch 8
[E 8B0  |    352/60000 (  1%) ] Loss: 1.6258 top1= 67.3295

=== Log global consensus distance @ E8B0 ===
consensus_distance=0.007



=== Log clique consensus distance @ E8B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.031


[E 8B10 |   3872/60000 (  6%) ] Loss: 1.5764 top1= 70.4545

=== Log global consensus distance @ E8B10 ===
consensus_distance=0.007



=== Log clique consensus distance @ E8B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.032


[E 8B20 |   7392/60000 ( 12%) ] Loss: 1.5682 top1= 71.5909

=== Log global consensus distance @ E8B20 ===
consensus_distance=0.008



=== Log clique consensus distance @ E8B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.032



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8928 top1= 56.5605


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9763 top1= 41.4563


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.9885 top1= 40.0140

Train epoch 9
[E 9B0  |    352/60000 (  1%) ] Loss: 1.5126 top1= 71.5909

=== Log global consensus distance @ E9B0 ===
consensus_distance=0.008



=== Log clique consensus distance @ E9B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.033


[E 9B10 |   3872/60000 (  6%) ] Loss: 1.4593 top1= 72.1591

=== Log global consensus distance @ E9B10 ===
consensus_distance=0.008



=== Log clique consensus distance @ E9B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.034


[E 9B20 |   7392/60000 ( 12%) ] Loss: 1.4552 top1= 73.5795

=== Log global consensus distance @ E9B20 ===
consensus_distance=0.008



=== Log clique consensus distance @ E9B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.034



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8017 top1= 63.1811


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9034 top1= 44.9419


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.9181 top1= 41.0256

Train epoch 10
[E10B0  |    352/60000 (  1%) ] Loss: 1.3945 top1= 75.2841

=== Log global consensus distance @ E10B0 ===
consensus_distance=0.008



=== Log clique consensus distance @ E10B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.034


[E10B10 |   3872/60000 (  6%) ] Loss: 1.3379 top1= 75.8523

=== Log global consensus distance @ E10B10 ===
consensus_distance=0.008



=== Log clique consensus distance @ E10B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.035


[E10B20 |   7392/60000 ( 12%) ] Loss: 1.3396 top1= 75.2841

=== Log global consensus distance @ E10B20 ===
consensus_distance=0.008



=== Log clique consensus distance @ E10B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.035



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.7027 top1= 68.3093


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8238 top1= 48.2171


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.8399 top1= 44.0705

Train epoch 11
[E11B0  |    352/60000 (  1%) ] Loss: 1.2768 top1= 77.5568

=== Log global consensus distance @ E11B0 ===
consensus_distance=0.008



=== Log clique consensus distance @ E11B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.035


[E11B10 |   3872/60000 (  6%) ] Loss: 1.2179 top1= 76.9886

=== Log global consensus distance @ E11B10 ===
consensus_distance=0.008



=== Log clique consensus distance @ E11B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.035


[E11B20 |   7392/60000 ( 12%) ] Loss: 1.2267 top1= 77.8409

=== Log global consensus distance @ E11B20 ===
consensus_distance=0.008



=== Log clique consensus distance @ E11B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.035



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5985 top1= 72.3758


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7392 top1= 50.4207


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.7557 top1= 48.1170

Train epoch 12
[E12B0  |    352/60000 (  1%) ] Loss: 1.1628 top1= 78.6932

=== Log global consensus distance @ E12B0 ===
consensus_distance=0.008



=== Log clique consensus distance @ E12B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.035


[E12B10 |   3872/60000 (  6%) ] Loss: 1.1022 top1= 80.6818

=== Log global consensus distance @ E12B10 ===
consensus_distance=0.008



=== Log clique consensus distance @ E12B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.035


[E12B20 |   7392/60000 ( 12%) ] Loss: 1.1192 top1= 80.3977

=== Log global consensus distance @ E12B20 ===
consensus_distance=0.008



=== Log clique consensus distance @ E12B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.034



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.4926 top1= 75.3205


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6529 top1= 51.9231


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.6680 top1= 51.2821

Train epoch 13
[E13B0  |    352/60000 (  1%) ] Loss: 1.0553 top1= 81.5341

=== Log global consensus distance @ E13B0 ===
consensus_distance=0.008



=== Log clique consensus distance @ E13B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.034


[E13B10 |   3872/60000 (  6%) ] Loss: 0.9938 top1= 83.8068

=== Log global consensus distance @ E13B10 ===
consensus_distance=0.008



=== Log clique consensus distance @ E13B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.034


[E13B20 |   7392/60000 ( 12%) ] Loss: 1.0200 top1= 81.8182

=== Log global consensus distance @ E13B20 ===
consensus_distance=0.008



=== Log clique consensus distance @ E13B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.033



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.3886 top1= 77.3037


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5680 top1= 53.3353


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.5792 top1= 54.2368

Train epoch 14
[E14B0  |    352/60000 (  1%) ] Loss: 0.9571 top1= 83.2386

=== Log global consensus distance @ E14B0 ===
consensus_distance=0.008



=== Log clique consensus distance @ E14B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.033


[E14B10 |   3872/60000 (  6%) ] Loss: 0.8954 top1= 86.0795

=== Log global consensus distance @ E14B10 ===
consensus_distance=0.008



=== Log clique consensus distance @ E14B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.032


[E14B20 |   7392/60000 ( 12%) ] Loss: 0.9307 top1= 83.2386

=== Log global consensus distance @ E14B20 ===
consensus_distance=0.007



=== Log clique consensus distance @ E14B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.032



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.2897 top1= 78.4555


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4869 top1= 54.6575


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4921 top1= 56.4904

Train epoch 15
[E15B0  |    352/60000 (  1%) ] Loss: 0.8698 top1= 84.3750

=== Log global consensus distance @ E15B0 ===
consensus_distance=0.007



=== Log clique consensus distance @ E15B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.031


[E15B10 |   3872/60000 (  6%) ] Loss: 0.8081 top1= 86.9318

=== Log global consensus distance @ E15B10 ===
consensus_distance=0.007



=== Log clique consensus distance @ E15B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.031


[E15B20 |   7392/60000 ( 12%) ] Loss: 0.8523 top1= 84.9432

=== Log global consensus distance @ E15B20 ===
consensus_distance=0.007



=== Log clique consensus distance @ E15B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.030



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.1984 top1= 79.5773


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4110 top1= 56.2700


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4094 top1= 58.2031

Train epoch 16
[E16B0  |    352/60000 (  1%) ] Loss: 0.7934 top1= 85.2273

=== Log global consensus distance @ E16B0 ===
consensus_distance=0.007



=== Log clique consensus distance @ E16B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.029


[E16B10 |   3872/60000 (  6%) ] Loss: 0.7317 top1= 87.5000

=== Log global consensus distance @ E16B10 ===
consensus_distance=0.007



=== Log clique consensus distance @ E16B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.029


[E16B20 |   7392/60000 ( 12%) ] Loss: 0.7845 top1= 85.5114

=== Log global consensus distance @ E16B20 ===
consensus_distance=0.007



=== Log clique consensus distance @ E16B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.028



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.1157 top1= 80.2584


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3408 top1= 58.1530


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3333 top1= 59.6354

Train epoch 17
[E17B0  |    352/60000 (  1%) ] Loss: 0.7276 top1= 86.9318

=== Log global consensus distance @ E17B0 ===
consensus_distance=0.006



=== Log clique consensus distance @ E17B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.027


[E17B10 |   3872/60000 (  6%) ] Loss: 0.6657 top1= 87.5000

=== Log global consensus distance @ E17B10 ===
consensus_distance=0.006



=== Log clique consensus distance @ E17B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.027


[E17B20 |   7392/60000 ( 12%) ] Loss: 0.7261 top1= 85.2273

=== Log global consensus distance @ E17B20 ===
consensus_distance=0.006



=== Log clique consensus distance @ E17B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.027



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0419 top1= 80.9495


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2766 top1= 59.9058


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.2643 top1= 61.1178

Train epoch 18
[E18B0  |    352/60000 (  1%) ] Loss: 0.6711 top1= 88.3523

=== Log global consensus distance @ E18B0 ===
consensus_distance=0.006



=== Log clique consensus distance @ E18B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.026


[E18B10 |   3872/60000 (  6%) ] Loss: 0.6091 top1= 87.7841

=== Log global consensus distance @ E18B10 ===
consensus_distance=0.006



=== Log clique consensus distance @ E18B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.026


[E18B20 |   7392/60000 ( 12%) ] Loss: 0.6761 top1= 85.7955

=== Log global consensus distance @ E18B20 ===
consensus_distance=0.006



=== Log clique consensus distance @ E18B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.025



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9767 top1= 81.7107


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2184 top1= 61.7388


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.2019 top1= 62.5401

Train epoch 19
[E19B0  |    352/60000 (  1%) ] Loss: 0.6228 top1= 88.6364

=== Log global consensus distance @ E19B0 ===
consensus_distance=0.006



=== Log clique consensus distance @ E19B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.024


[E19B10 |   3872/60000 (  6%) ] Loss: 0.5608 top1= 88.6364

=== Log global consensus distance @ E19B10 ===
consensus_distance=0.006



=== Log clique consensus distance @ E19B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.024


[E19B20 |   7392/60000 ( 12%) ] Loss: 0.6330 top1= 86.0795

=== Log global consensus distance @ E19B20 ===
consensus_distance=0.006



=== Log clique consensus distance @ E19B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.024



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9193 top1= 82.2516


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.1659 top1= 63.2913


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.1467 top1= 63.8822

Train epoch 20
[E20B0  |    352/60000 (  1%) ] Loss: 0.5814 top1= 88.9205

=== Log global consensus distance @ E20B0 ===
consensus_distance=0.005



=== Log clique consensus distance @ E20B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.023


[E20B10 |   3872/60000 (  6%) ] Loss: 0.5192 top1= 90.0568

=== Log global consensus distance @ E20B10 ===
consensus_distance=0.005



=== Log clique consensus distance @ E20B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.023


[E20B20 |   7392/60000 ( 12%) ] Loss: 0.5959 top1= 86.3636

=== Log global consensus distance @ E20B20 ===
consensus_distance=0.005



=== Log clique consensus distance @ E20B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.022



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8689 top1= 82.7023


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.1188 top1= 64.4932


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.0975 top1= 64.9940

Train epoch 21
[E21B0  |    352/60000 (  1%) ] Loss: 0.5456 top1= 89.4886

=== Log global consensus distance @ E21B0 ===
consensus_distance=0.005



=== Log clique consensus distance @ E21B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.021


[E21B10 |   3872/60000 (  6%) ] Loss: 0.4835 top1= 90.0568

=== Log global consensus distance @ E21B10 ===
consensus_distance=0.005



=== Log clique consensus distance @ E21B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.021


[E21B20 |   7392/60000 ( 12%) ] Loss: 0.5635 top1= 86.3636

=== Log global consensus distance @ E21B20 ===
consensus_distance=0.005



=== Log clique consensus distance @ E21B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.021



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8247 top1= 83.2833


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.0771 top1= 65.5349


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.0540 top1= 66.2460

Train epoch 22
[E22B0  |    352/60000 (  1%) ] Loss: 0.5144 top1= 90.3409

=== Log global consensus distance @ E22B0 ===
consensus_distance=0.005



=== Log clique consensus distance @ E22B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.020


[E22B10 |   3872/60000 (  6%) ] Loss: 0.4525 top1= 90.3409

=== Log global consensus distance @ E22B10 ===
consensus_distance=0.005



=== Log clique consensus distance @ E22B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.020


[E22B20 |   7392/60000 ( 12%) ] Loss: 0.5352 top1= 87.2159

=== Log global consensus distance @ E22B20 ===
consensus_distance=0.005



=== Log clique consensus distance @ E22B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.020



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7860 top1= 83.7640


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.0394 top1= 66.6166


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.0162 top1= 67.3377

Train epoch 23
[E23B0  |    352/60000 (  1%) ] Loss: 0.4875 top1= 90.6250

=== Log global consensus distance @ E23B0 ===
consensus_distance=0.005



=== Log clique consensus distance @ E23B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.019


[E23B10 |   3872/60000 (  6%) ] Loss: 0.4257 top1= 90.9091

=== Log global consensus distance @ E23B10 ===
consensus_distance=0.005



=== Log clique consensus distance @ E23B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.019


[E23B20 |   7392/60000 ( 12%) ] Loss: 0.5107 top1= 88.0682

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



=== Log clique consensus distance @ E23B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.019



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7518 top1= 84.0345


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.0055 top1= 67.5381


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.9823 top1= 68.2091

Train epoch 24
[E24B0  |    352/60000 (  1%) ] Loss: 0.4640 top1= 90.6250

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



=== Log clique consensus distance @ E24B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.018


[E24B10 |   3872/60000 (  6%) ] Loss: 0.4022 top1= 90.9091

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



=== Log clique consensus distance @ E24B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.018


[E24B20 |   7392/60000 ( 12%) ] Loss: 0.4890 top1= 88.9205

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



=== Log clique consensus distance @ E24B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.018



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7215 top1= 84.3149


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.9751 top1= 68.4696


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.9522 top1= 69.1006

Train epoch 25
[E25B0  |    352/60000 (  1%) ] Loss: 0.4434 top1= 90.6250

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



=== Log clique consensus distance @ E25B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.018


[E25B10 |   3872/60000 (  6%) ] Loss: 0.3816 top1= 91.1932

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



=== Log clique consensus distance @ E25B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.018


[E25B20 |   7392/60000 ( 12%) ] Loss: 0.4699 top1= 89.2045

=== 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=0.6945 top1= 84.6554


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.9474 top1= 69.2508


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.9250 top1= 69.8718

Train epoch 26
[E26B0  |    352/60000 (  1%) ] Loss: 0.4250 top1= 91.1932

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



=== Log clique consensus distance @ E26B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.017


[E26B10 |   3872/60000 (  6%) ] Loss: 0.3633 top1= 91.4773

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



=== Log clique consensus distance @ E26B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.017


[E26B20 |   7392/60000 ( 12%) ] Loss: 0.4527 top1= 89.2045

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



=== Log clique consensus distance @ E26B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.017



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6703 top1= 84.8157


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.9222 top1= 70.0120


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.9003 top1= 70.7732

Train epoch 27
[E27B0  |    352/60000 (  1%) ] Loss: 0.4086 top1= 91.7614

=== Log global consensus distance @ E27B0 ===
consensus_distance=0.004



=== Log clique consensus distance @ E27B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.016


[E27B10 |   3872/60000 (  6%) ] Loss: 0.3470 top1= 91.7614

=== Log global consensus distance @ E27B10 ===
consensus_distance=0.004



=== Log clique consensus distance @ E27B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.016


[E27B20 |   7392/60000 ( 12%) ] Loss: 0.4374 top1= 89.4886

=== Log global consensus distance @ E27B20 ===
consensus_distance=0.004



=== Log clique consensus distance @ E27B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.016



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6487 top1= 85.2063


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.8993 top1= 70.6530


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.8783 top1= 71.4844

Train epoch 28
[E28B0  |    352/60000 (  1%) ] Loss: 0.3938 top1= 91.7614

=== Log global consensus distance @ E28B0 ===
consensus_distance=0.004



=== Log clique consensus distance @ E28B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.016


[E28B10 |   3872/60000 (  6%) ] Loss: 0.3323 top1= 92.6136

=== Log global consensus distance @ E28B10 ===
consensus_distance=0.004



=== Log clique consensus distance @ E28B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.016


[E28B20 |   7392/60000 ( 12%) ] Loss: 0.4235 top1= 89.7727

=== Log global consensus distance @ E28B20 ===
consensus_distance=0.004



=== Log clique consensus distance @ E28B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.016



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6292 top1= 85.5569


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.8788 top1= 71.1138


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.8579 top1= 71.9551

Train epoch 29
[E29B0  |    352/60000 (  1%) ] Loss: 0.3804 top1= 92.3295

=== Log global consensus distance @ E29B0 ===
consensus_distance=0.004



=== Log clique consensus distance @ E29B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.015


[E29B10 |   3872/60000 (  6%) ] Loss: 0.3190 top1= 93.1818

=== Log global consensus distance @ E29B10 ===
consensus_distance=0.004



=== Log clique consensus distance @ E29B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.015


[E29B20 |   7392/60000 ( 12%) ] Loss: 0.4108 top1= 90.3409

=== Log global consensus distance @ E29B20 ===
consensus_distance=0.004



=== Log clique consensus distance @ E29B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.015



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6117 top1= 85.8073


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.8600 top1= 71.7949


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.8394 top1= 72.4359

Train epoch 30
[E30B0  |    352/60000 (  1%) ] Loss: 0.3683 top1= 92.3295

=== Log global consensus distance @ E30B0 ===
consensus_distance=0.003



=== Log clique consensus distance @ E30B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.015


[E30B10 |   3872/60000 (  6%) ] Loss: 0.3069 top1= 93.7500

=== Log global consensus distance @ E30B10 ===
consensus_distance=0.003



=== Log clique consensus distance @ E30B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.015


[E30B20 |   7392/60000 ( 12%) ] Loss: 0.3991 top1= 90.3409

=== Log global consensus distance @ E30B20 ===
consensus_distance=0.003



=== Log clique consensus distance @ E30B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.015



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5957 top1= 86.0477


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.8428 top1= 72.3057


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.8228 top1= 72.9067

Train epoch 31
[E31B0  |    352/60000 (  1%) ] Loss: 0.3572 top1= 92.6136

=== Log global consensus distance @ E31B0 ===
consensus_distance=0.003



=== Log clique consensus distance @ E31B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.014


[E31B10 |   3872/60000 (  6%) ] Loss: 0.2958 top1= 94.0341

=== Log global consensus distance @ E31B10 ===
consensus_distance=0.003



=== Log clique consensus distance @ E31B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.014


[E31B20 |   7392/60000 ( 12%) ] Loss: 0.3883 top1= 90.3409

=== Log global consensus distance @ E31B20 ===
consensus_distance=0.003



=== Log clique consensus distance @ E31B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.014



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5812 top1= 86.2380


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.8268 top1= 72.8566


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.8073 top1= 73.4275

Train epoch 32
[E32B0  |    352/60000 (  1%) ] Loss: 0.3471 top1= 92.6136

=== Log global consensus distance @ E32B0 ===
consensus_distance=0.003



=== Log clique consensus distance @ E32B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.014


[E32B10 |   3872/60000 (  6%) ] Loss: 0.2857 top1= 94.3182

=== Log global consensus distance @ E32B10 ===
consensus_distance=0.003



=== Log clique consensus distance @ E32B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.014


[E32B20 |   7392/60000 ( 12%) ] Loss: 0.3783 top1= 90.6250

=== Log global consensus distance @ E32B20 ===
consensus_distance=0.003



=== Log clique consensus distance @ E32B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.014



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5680 top1= 86.4683


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.8124 top1= 73.2472


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.7932 top1= 73.8381

Train epoch 33
[E33B0  |    352/60000 (  1%) ] Loss: 0.3378 top1= 92.6136

=== Log global consensus distance @ E33B0 ===
consensus_distance=0.003



=== Log clique consensus distance @ E33B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.013


[E33B10 |   3872/60000 (  6%) ] Loss: 0.2764 top1= 94.3182

=== Log global consensus distance @ E33B10 ===
consensus_distance=0.003



=== Log clique consensus distance @ E33B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.014


[E33B20 |   7392/60000 ( 12%) ] Loss: 0.3690 top1= 91.1932

=== Log global consensus distance @ E33B20 ===
consensus_distance=0.003



=== Log clique consensus distance @ E33B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.014



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5558 top1= 86.5485


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.7989 top1= 73.6378


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.7800 top1= 74.2188

Train epoch 34
[E34B0  |    352/60000 (  1%) ] Loss: 0.3292 top1= 92.6136

=== Log global consensus distance @ E34B0 ===
consensus_distance=0.003



=== Log clique consensus distance @ E34B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.013


[E34B10 |   3872/60000 (  6%) ] Loss: 0.2677 top1= 94.3182

=== Log global consensus distance @ E34B10 ===
consensus_distance=0.003



=== Log clique consensus distance @ E34B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.013


[E34B20 |   7392/60000 ( 12%) ] Loss: 0.3603 top1= 91.4773

=== Log global consensus distance @ E34B20 ===
consensus_distance=0.003



=== Log clique consensus distance @ E34B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.013



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5445 top1= 86.6386


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.7867 top1= 74.0785


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.7676 top1= 74.5893

Train epoch 35
[E35B0  |    352/60000 (  1%) ] Loss: 0.3212 top1= 92.6136

=== Log global consensus distance @ E35B0 ===
consensus_distance=0.003



=== Log clique consensus distance @ E35B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.013


[E35B10 |   3872/60000 (  6%) ] Loss: 0.2597 top1= 94.3182

=== Log global consensus distance @ E35B10 ===
consensus_distance=0.003



=== Log clique consensus distance @ E35B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.013


[E35B20 |   7392/60000 ( 12%) ] Loss: 0.3521 top1= 91.4773

=== Log global consensus distance @ E35B20 ===
consensus_distance=0.003



=== Log clique consensus distance @ E35B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.013



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5341 top1= 86.7788


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.7751 top1= 74.4291


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.7563 top1= 74.9499

Train epoch 36
[E36B0  |    352/60000 (  1%) ] Loss: 0.3138 top1= 92.6136

=== Log global consensus distance @ E36B0 ===
consensus_distance=0.003



=== Log clique consensus distance @ E36B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.012


[E36B10 |   3872/60000 (  6%) ] Loss: 0.2522 top1= 95.1705

=== Log global consensus distance @ E36B10 ===
consensus_distance=0.003



=== Log clique consensus distance @ E36B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.013


[E36B20 |   7392/60000 ( 12%) ] Loss: 0.3444 top1= 92.0455

=== Log global consensus distance @ E36B20 ===
consensus_distance=0.003



=== Log clique consensus distance @ E36B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.013



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5245 top1= 86.9491


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.7645 top1= 74.7997


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.7458 top1= 75.1302

Train epoch 37
[E37B0  |    352/60000 (  1%) ] Loss: 0.3068 top1= 93.1818

=== Log global consensus distance @ E37B0 ===
consensus_distance=0.003



=== Log clique consensus distance @ E37B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.012


[E37B10 |   3872/60000 (  6%) ] Loss: 0.2452 top1= 95.4545

=== Log global consensus distance @ E37B10 ===
consensus_distance=0.003



=== Log clique consensus distance @ E37B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.012


[E37B20 |   7392/60000 ( 12%) ] Loss: 0.3371 top1= 92.0455

=== Log global consensus distance @ E37B20 ===
consensus_distance=0.003



=== Log clique consensus distance @ E37B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.012



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5157 top1= 87.0192


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.7549 top1= 75.0401


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.7357 top1= 75.4207

Train epoch 38
[E38B0  |    352/60000 (  1%) ] Loss: 0.3002 top1= 93.1818

=== Log global consensus distance @ E38B0 ===
consensus_distance=0.003



=== Log clique consensus distance @ E38B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.012


[E38B10 |   3872/60000 (  6%) ] Loss: 0.2387 top1= 95.4545

=== Log global consensus distance @ E38B10 ===
consensus_distance=0.003



=== Log clique consensus distance @ E38B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.012


[E38B20 |   7392/60000 ( 12%) ] Loss: 0.3302 top1= 92.3295

=== Log global consensus distance @ E38B20 ===
consensus_distance=0.003



=== Log clique consensus distance @ E38B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.012



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5074 top1= 87.0994


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.7458 top1= 75.3305


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.7264 top1= 75.8313

Train epoch 39
[E39B0  |    352/60000 (  1%) ] Loss: 0.2941 top1= 93.1818

=== Log global consensus distance @ E39B0 ===
consensus_distance=0.003



=== Log clique consensus distance @ E39B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.012


[E39B10 |   3872/60000 (  6%) ] Loss: 0.2326 top1= 95.7386

=== Log global consensus distance @ E39B10 ===
consensus_distance=0.003



=== Log clique consensus distance @ E39B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.012


[E39B20 |   7392/60000 ( 12%) ] Loss: 0.3236 top1= 92.3295

=== Log global consensus distance @ E39B20 ===
consensus_distance=0.003



=== Log clique consensus distance @ E39B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.012



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4997 top1= 87.1895


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.7373 top1= 75.5709


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.7177 top1= 76.0717

Train epoch 40
[E40B0  |    352/60000 (  1%) ] Loss: 0.2883 top1= 93.1818

=== Log global consensus distance @ E40B0 ===
consensus_distance=0.003



=== Log clique consensus distance @ E40B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.011


[E40B10 |   3872/60000 (  6%) ] Loss: 0.2269 top1= 95.7386

=== Log global consensus distance @ E40B10 ===
consensus_distance=0.003



=== Log clique consensus distance @ E40B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.012


[E40B20 |   7392/60000 ( 12%) ] Loss: 0.3174 top1= 92.3295

=== Log global consensus distance @ E40B20 ===
consensus_distance=0.003



=== Log clique consensus distance @ E40B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.012



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4924 top1= 87.2897


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.7294 top1= 75.8313


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.7095 top1= 76.3321

