
=== 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 BitFlippingWorker

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

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

=== Peeking data label distribution E1B0 ===
Worker 0 has targets: tensor([9, 8, 5, 7, 7], device='cuda:0')
Worker 1 has targets: tensor([3, 9, 0, 3, 0], device='cuda:0')
Worker 2 has targets: tensor([5, 4, 2, 3, 6], device='cuda:0')
Worker 3 has targets: tensor([4, 0, 1, 5, 7], device='cuda:0')
Worker 4 has targets: tensor([7, 6, 6, 1, 8], device='cuda:0')
Worker 5 has targets: tensor([4, 8, 5, 6, 9], device='cuda:0')
Worker 6 has targets: tensor([9, 9, 5, 0, 2], device='cuda:0')
Worker 7 has targets: tensor([6, 9, 4, 1, 1], device='cuda:0')
Worker 8 has targets: tensor([8, 3, 7, 4, 0], device='cuda:0')
Worker 9 has targets: tensor([8, 1, 4, 4, 7], device='cuda:0')
Worker 10 has targets: tensor([7, 3, 1, 0, 9], device='cuda:0')
Worker 11 has targets: tensor([4, 2, 8, 0, 2], device='cuda:0')



=== Log global consensus distance @ E1B0 ===
consensus_distance=0.000



=== Log clique consensus distance @ E1B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000


[E 1B10 |   4224/60000 (  7%) ] Loss: 2.2931 top1= 13.0682

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



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


[E 1B20 |   8064/60000 ( 13%) ] Loss: 2.2835 top1= 14.7727

=== 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=2.2786 top1= 17.0172


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2782 top1= 17.6683


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2782 top1= 16.7969

Train epoch 2
[E 2B0  |    384/60000 (  1%) ] Loss: 2.2768 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 |   4224/60000 (  7%) ] Loss: 2.2683 top1= 19.0341

=== Log global consensus distance @ E2B10 ===
consensus_distance=0.000



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


[E 2B20 |   8064/60000 ( 13%) ] Loss: 2.2567 top1= 19.6023

=== 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=2.2534 top1= 26.1919


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2530 top1= 26.4423


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2530 top1= 25.8313

Train epoch 3
[E 3B0  |    384/60000 (  1%) ] Loss: 2.2511 top1= 18.1818

=== Log global consensus distance @ E3B0 ===
consensus_distance=0.000



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


[E 3B10 |   4224/60000 (  7%) ] Loss: 2.2428 top1= 26.4205

=== Log global consensus distance @ E3B10 ===
consensus_distance=0.000



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


[E 3B20 |   8064/60000 ( 13%) ] Loss: 2.2287 top1= 25.2841

=== 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=2.2262 top1= 30.3886


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2257 top1= 30.8694


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2257 top1= 30.0481

Train epoch 4
[E 4B0  |    384/60000 (  1%) ] Loss: 2.2239 top1= 25.2841

=== Log global consensus distance @ E4B0 ===
consensus_distance=0.000



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


[E 4B10 |   4224/60000 (  7%) ] Loss: 2.2153 top1= 30.3977

=== Log global consensus distance @ E4B10 ===
consensus_distance=0.000



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


[E 4B20 |   8064/60000 ( 13%) ] Loss: 2.1986 top1= 28.6932

=== 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=2.1963 top1= 36.1278


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1958 top1= 36.3582


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1958 top1= 35.8373

Train epoch 5
[E 5B0  |    384/60000 (  1%) ] Loss: 2.1947 top1= 30.9659

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



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


[E 5B10 |   4224/60000 (  7%) ] Loss: 2.1852 top1= 33.8068

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



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


[E 5B20 |   8064/60000 ( 13%) ] Loss: 2.1656 top1= 35.5114

=== 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=2.1638 top1= 42.5080


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1633 top1= 42.7284


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1632 top1= 42.2977

Train epoch 6
[E 6B0  |    384/60000 (  1%) ] Loss: 2.1632 top1= 34.6591

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



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


[E 6B10 |   4224/60000 (  7%) ] Loss: 2.1523 top1= 37.2159

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



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


[E 6B20 |   8064/60000 ( 13%) ] Loss: 2.1295 top1= 39.7727

=== 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=2.1280 top1= 45.9034


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1274 top1= 46.1438


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1273 top1= 45.5529

Train epoch 7
[E 7B0  |    384/60000 (  1%) ] Loss: 2.1287 top1= 36.9318

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



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


[E 7B10 |   4224/60000 (  7%) ] Loss: 2.1159 top1= 41.7614

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



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


[E 7B20 |   8064/60000 ( 13%) ] Loss: 2.0898 top1= 45.4545

=== 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=2.0882 top1= 49.2989


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0875 top1= 49.8698


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0874 top1= 48.7380

Train epoch 8
[E 8B0  |    384/60000 (  1%) ] Loss: 2.0906 top1= 40.3409

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



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


[E 8B10 |   4224/60000 (  7%) ] Loss: 2.0749 top1= 44.8864

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



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


[E 8B20 |   8064/60000 ( 13%) ] Loss: 2.0457 top1= 48.0114

=== 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=2.0439 top1= 52.6342


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0431 top1= 53.3854


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0431 top1= 52.2035

Train epoch 9
[E 9B0  |    384/60000 (  1%) ] Loss: 2.0481 top1= 43.1818

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



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


[E 9B10 |   4224/60000 (  7%) ] Loss: 2.0294 top1= 47.4432

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



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


[E 9B20 |   8064/60000 ( 13%) ] Loss: 1.9969 top1= 51.9886

=== 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=1.9946 top1= 56.3802


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9937 top1= 57.0312


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.9937 top1= 55.7492

Train epoch 10
[E10B0  |    384/60000 (  1%) ] Loss: 2.0006 top1= 46.3068

=== Log global consensus distance @ E10B0 ===
consensus_distance=0.000



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


[E10B10 |   4224/60000 (  7%) ] Loss: 1.9788 top1= 50.5682

=== Log global consensus distance @ E10B10 ===
consensus_distance=0.000



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


[E10B20 |   8064/60000 ( 13%) ] Loss: 1.9431 top1= 55.1136

=== 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=1.9399 top1= 59.3249


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9389 top1= 59.7656


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.9389 top1= 58.8742

Train epoch 11
[E11B0  |    384/60000 (  1%) ] Loss: 1.9481 top1= 51.1364

=== Log global consensus distance @ E11B0 ===
consensus_distance=0.000



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


[E11B10 |   4224/60000 (  7%) ] Loss: 1.9232 top1= 53.9773

=== Log global consensus distance @ E11B10 ===
consensus_distance=0.000



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


[E11B20 |   8064/60000 ( 13%) ] Loss: 1.8841 top1= 57.6705

=== 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=1.8794 top1= 62.1795


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8783 top1= 62.7103


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.8783 top1= 61.7588

Train epoch 12
[E12B0  |    384/60000 (  1%) ] Loss: 1.8906 top1= 53.9773

=== Log global consensus distance @ E12B0 ===
consensus_distance=0.000



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


[E12B10 |   4224/60000 (  7%) ] Loss: 1.8618 top1= 55.9659

=== Log global consensus distance @ E12B10 ===
consensus_distance=0.000



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


[E12B20 |   8064/60000 ( 13%) ] Loss: 1.8196 top1= 59.0909

=== 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=1.8127 top1= 64.4932


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8115 top1= 64.7937


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.8115 top1= 64.2528

Train epoch 13
[E13B0  |    384/60000 (  1%) ] Loss: 1.8274 top1= 57.1023

=== Log global consensus distance @ E13B0 ===
consensus_distance=0.000



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


[E13B10 |   4224/60000 (  7%) ] Loss: 1.7947 top1= 57.3864

=== Log global consensus distance @ E13B10 ===
consensus_distance=0.000



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


[E13B20 |   8064/60000 ( 13%) ] Loss: 1.7495 top1= 60.5114

=== 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=1.7393 top1= 66.9071


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7381 top1= 67.1374


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.7380 top1= 66.5365

Train epoch 14
[E14B0  |    384/60000 (  1%) ] Loss: 1.7587 top1= 59.3750

=== Log global consensus distance @ E14B0 ===
consensus_distance=0.000



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


[E14B10 |   4224/60000 (  7%) ] Loss: 1.7225 top1= 58.8068

=== Log global consensus distance @ E14B10 ===
consensus_distance=0.000



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


[E14B20 |   8064/60000 ( 13%) ] Loss: 1.6737 top1= 61.3636

=== 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=1.6592 top1= 68.8702


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6578 top1= 68.9503


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.6579 top1= 68.6198

Train epoch 15
[E15B0  |    384/60000 (  1%) ] Loss: 1.6844 top1= 63.0682

=== Log global consensus distance @ E15B0 ===
consensus_distance=0.000



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


[E15B10 |   4224/60000 (  7%) ] Loss: 1.6458 top1= 60.5114

=== Log global consensus distance @ E15B10 ===
consensus_distance=0.000



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


[E15B20 |   8064/60000 ( 13%) ] Loss: 1.5927 top1= 63.3523

=== 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=1.5740 top1= 70.6631


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5724 top1= 70.8934


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.5728 top1= 70.5729

Train epoch 16
[E16B0  |    384/60000 (  1%) ] Loss: 1.6059 top1= 64.2045

=== Log global consensus distance @ E16B0 ===
consensus_distance=0.000



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


[E16B10 |   4224/60000 (  7%) ] Loss: 1.5653 top1= 64.2045

=== Log global consensus distance @ E16B10 ===
consensus_distance=0.000



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


[E16B20 |   8064/60000 ( 13%) ] Loss: 1.5082 top1= 64.4886

=== 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=1.4852 top1= 72.7163


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4834 top1= 72.7764


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4840 top1= 72.6362

Train epoch 17
[E17B0  |    384/60000 (  1%) ] Loss: 1.5238 top1= 66.4773

=== Log global consensus distance @ E17B0 ===
consensus_distance=0.000



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


[E17B10 |   4224/60000 (  7%) ] Loss: 1.4828 top1= 64.7727

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



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


[E17B20 |   8064/60000 ( 13%) ] Loss: 1.4223 top1= 66.7614

=== 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=1.3944 top1= 74.6595


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3925 top1= 74.5994


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3933 top1= 74.7496

Train epoch 18
[E18B0  |    384/60000 (  1%) ] Loss: 1.4405 top1= 69.0341

=== Log global consensus distance @ E18B0 ===
consensus_distance=0.000



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


[E18B10 |   4224/60000 (  7%) ] Loss: 1.4000 top1= 67.6136

=== Log global consensus distance @ E18B10 ===
consensus_distance=0.000



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


[E18B20 |   8064/60000 ( 13%) ] Loss: 1.3373 top1= 69.3182

=== 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=1.3039 top1= 76.1919


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3022 top1= 76.1619


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3030 top1= 76.3121

Train epoch 19
[E19B0  |    384/60000 (  1%) ] Loss: 1.3579 top1= 70.1705

=== Log global consensus distance @ E19B0 ===
consensus_distance=0.000



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


[E19B10 |   4224/60000 (  7%) ] Loss: 1.3193 top1= 69.3182

=== Log global consensus distance @ E19B10 ===
consensus_distance=0.000



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


[E19B20 |   8064/60000 ( 13%) ] Loss: 1.2549 top1= 70.4545

=== 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=1.2165 top1= 77.6342


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2148 top1= 77.6042


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.2155 top1= 77.8446

Train epoch 20
[E20B0  |    384/60000 (  1%) ] Loss: 1.2785 top1= 70.1705

=== Log global consensus distance @ E20B0 ===
consensus_distance=0.000



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


[E20B10 |   4224/60000 (  7%) ] Loss: 1.2422 top1= 71.3068

=== Log global consensus distance @ E20B10 ===
consensus_distance=0.000



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


[E20B20 |   8064/60000 ( 13%) ] Loss: 1.1771 top1= 72.1591

=== 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=1.1339 top1= 79.0064


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.1324 top1= 78.9363


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.1330 top1= 79.1967

Train epoch 21
[E21B0  |    384/60000 (  1%) ] Loss: 1.2037 top1= 70.4545

=== Log global consensus distance @ E21B0 ===
consensus_distance=0.000



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


[E21B10 |   4224/60000 (  7%) ] Loss: 1.1702 top1= 72.4432

=== Log global consensus distance @ E21B10 ===
consensus_distance=0.000



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


[E21B20 |   8064/60000 ( 13%) ] Loss: 1.1050 top1= 73.0114

=== 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=1.0575 top1= 80.1883


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.0562 top1= 79.9880


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.0567 top1= 80.2183

Train epoch 22
[E22B0  |    384/60000 (  1%) ] Loss: 1.1347 top1= 71.5909

=== Log global consensus distance @ E22B0 ===
consensus_distance=0.000



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


[E22B10 |   4224/60000 (  7%) ] Loss: 1.1041 top1= 73.2955

=== Log global consensus distance @ E22B10 ===
consensus_distance=0.000



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


[E22B20 |   8064/60000 ( 13%) ] Loss: 1.0390 top1= 73.8636

=== 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=0.9879 top1= 80.9495


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.9867 top1= 80.9095


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.9871 top1= 81.1298

Train epoch 23
[E23B0  |    384/60000 (  1%) ] Loss: 1.0720 top1= 72.1591

=== Log global consensus distance @ E23B0 ===
consensus_distance=0.000



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


[E23B10 |   4224/60000 (  7%) ] Loss: 1.0439 top1= 75.2841

=== Log global consensus distance @ E23B10 ===
consensus_distance=0.000



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


[E23B20 |   8064/60000 ( 13%) ] Loss: 0.9791 top1= 75.5682

=== 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=0.9252 top1= 81.7808


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.9243 top1= 81.7808


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.9245 top1= 81.9511

Train epoch 24
[E24B0  |    384/60000 (  1%) ] Loss: 1.0154 top1= 72.7273

=== Log global consensus distance @ E24B0 ===
consensus_distance=0.000



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


[E24B10 |   4224/60000 (  7%) ] Loss: 0.9895 top1= 76.7045

=== Log global consensus distance @ E24B10 ===
consensus_distance=0.000



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


[E24B20 |   8064/60000 ( 13%) ] Loss: 0.9252 top1= 76.7045

=== 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=0.8693 top1= 82.4519


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.8686 top1= 82.4419


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.8685 top1= 82.6422

Train epoch 25
[E25B0  |    384/60000 (  1%) ] Loss: 0.9646 top1= 73.8636

=== Log global consensus distance @ E25B0 ===
consensus_distance=0.000



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


[E25B10 |   4224/60000 (  7%) ] Loss: 0.9406 top1= 77.2727

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



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


[E25B20 |   8064/60000 ( 13%) ] Loss: 0.8769 top1= 77.2727

=== 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=0.8195 top1= 83.1330


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.8190 top1= 82.9928


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.8188 top1= 83.2933

Train epoch 26
[E26B0  |    384/60000 (  1%) ] Loss: 0.9191 top1= 74.7159

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



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


[E26B10 |   4224/60000 (  7%) ] Loss: 0.8966 top1= 79.5455

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



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


[E26B20 |   8064/60000 ( 13%) ] Loss: 0.8338 top1= 77.5568

=== 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=0.7754 top1= 83.6438


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.7751 top1= 83.4535


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.7746 top1= 83.8141

Train epoch 27
[E27B0  |    384/60000 (  1%) ] Loss: 0.8783 top1= 76.1364

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



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


[E27B10 |   4224/60000 (  7%) ] Loss: 0.8570 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 |   8064/60000 ( 13%) ] Loss: 0.7950 top1= 78.6932

=== 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=0.7363 top1= 84.1346


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.7362 top1= 84.0044


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.7355 top1= 84.3550

Train epoch 28
[E28B0  |    384/60000 (  1%) ] Loss: 0.8417 top1= 76.7045

=== Log global consensus distance @ E28B0 ===
consensus_distance=0.000



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


[E28B10 |   4224/60000 (  7%) ] Loss: 0.8214 top1= 80.9659

=== Log global consensus distance @ E28B10 ===
consensus_distance=0.000



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


[E28B20 |   8064/60000 ( 13%) ] Loss: 0.7604 top1= 78.9773

=== 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=0.7017 top1= 84.6554


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.7018 top1= 84.4651


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.7010 top1= 84.7756

Train epoch 29
[E29B0  |    384/60000 (  1%) ] Loss: 0.8088 top1= 77.5568

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



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


[E29B10 |   4224/60000 (  7%) ] Loss: 0.7897 top1= 80.9659

=== Log global consensus distance @ E29B10 ===
consensus_distance=0.000



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


[E29B20 |   8064/60000 ( 13%) ] Loss: 0.7292 top1= 79.2614

=== 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=0.6711 top1= 84.9559


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.6714 top1= 84.9259


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.6704 top1= 85.1963

Train epoch 30
[E30B0  |    384/60000 (  1%) ] Loss: 0.7791 top1= 78.4091

=== Log global consensus distance @ E30B0 ===
consensus_distance=0.000



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


[E30B10 |   4224/60000 (  7%) ] Loss: 0.7612 top1= 81.5341

=== Log global consensus distance @ E30B10 ===
consensus_distance=0.000



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


[E30B20 |   8064/60000 ( 13%) ] Loss: 0.7010 top1= 79.5455

=== 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=0.6439 top1= 85.3766


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.6443 top1= 85.2464


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.6432 top1= 85.4167

Train epoch 31
[E31B0  |    384/60000 (  1%) ] Loss: 0.7523 top1= 78.6932

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



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


[E31B10 |   4224/60000 (  7%) ] Loss: 0.7354 top1= 81.8182

=== Log global consensus distance @ E31B10 ===
consensus_distance=0.000



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


[E31B20 |   8064/60000 ( 13%) ] Loss: 0.6754 top1= 80.3977

=== 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=0.6197 top1= 85.6370


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.6201 top1= 85.5369


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.6190 top1= 85.7272

Train epoch 32
[E32B0  |    384/60000 (  1%) ] Loss: 0.7278 top1= 79.5455

=== Log global consensus distance @ E32B0 ===
consensus_distance=0.000



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


[E32B10 |   4224/60000 (  7%) ] Loss: 0.7120 top1= 83.2386

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



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


[E32B20 |   8064/60000 ( 13%) ] Loss: 0.6519 top1= 80.3977

=== 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=0.5979 top1= 85.9976


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5984 top1= 85.8974


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5972 top1= 86.0677

Train epoch 33
[E33B0  |    384/60000 (  1%) ] Loss: 0.7055 top1= 80.1136

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



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


[E33B10 |   4224/60000 (  7%) ] Loss: 0.6907 top1= 83.2386

=== Log global consensus distance @ E33B10 ===
consensus_distance=0.000



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


[E33B20 |   8064/60000 ( 13%) ] Loss: 0.6305 top1= 81.2500

=== 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=0.5784 top1= 86.2881


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5790 top1= 86.2079


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5777 top1= 86.5084

Train epoch 34
[E34B0  |    384/60000 (  1%) ] Loss: 0.6851 top1= 80.6818

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



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


[E34B10 |   4224/60000 (  7%) ] Loss: 0.6712 top1= 83.5227

=== Log global consensus distance @ E34B10 ===
consensus_distance=0.000



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


[E34B20 |   8064/60000 ( 13%) ] Loss: 0.6107 top1= 81.5341

=== 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=0.5607 top1= 86.6687


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5614 top1= 86.5084


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5601 top1= 86.8289

Train epoch 35
[E35B0  |    384/60000 (  1%) ] Loss: 0.6665 top1= 81.5341

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



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


[E35B10 |   4224/60000 (  7%) ] Loss: 0.6535 top1= 83.8068

=== Log global consensus distance @ E35B10 ===
consensus_distance=0.000



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


[E35B20 |   8064/60000 ( 13%) ] Loss: 0.5925 top1= 81.2500

=== 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=0.5447 top1= 86.9191


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5454 top1= 86.8289


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5441 top1= 87.1194

Train epoch 36
[E36B0  |    384/60000 (  1%) ] Loss: 0.6492 top1= 82.1023

=== Log global consensus distance @ E36B0 ===
consensus_distance=0.000



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


[E36B10 |   4224/60000 (  7%) ] Loss: 0.6372 top1= 84.3750

=== Log global consensus distance @ E36B10 ===
consensus_distance=0.000



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


[E36B20 |   8064/60000 ( 13%) ] Loss: 0.5757 top1= 82.1023

=== 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=0.5302 top1= 87.1094


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5309 top1= 87.0693


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5296 top1= 87.3297

Train epoch 37
[E37B0  |    384/60000 (  1%) ] Loss: 0.6332 top1= 83.5227

=== Log global consensus distance @ E37B0 ===
consensus_distance=0.000



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


[E37B10 |   4224/60000 (  7%) ] Loss: 0.6223 top1= 84.9432

=== Log global consensus distance @ E37B10 ===
consensus_distance=0.000



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


[E37B20 |   8064/60000 ( 13%) ] Loss: 0.5601 top1= 82.1023

=== 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=0.5168 top1= 87.3598


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5176 top1= 87.2897


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5163 top1= 87.4800

Train epoch 38
[E38B0  |    384/60000 (  1%) ] Loss: 0.6183 top1= 83.2386

=== 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 |   4224/60000 (  7%) ] Loss: 0.6085 top1= 85.5114

=== Log global consensus distance @ E38B10 ===
consensus_distance=0.000



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


[E38B20 |   8064/60000 ( 13%) ] Loss: 0.5456 top1= 82.6705

=== 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=0.5047 top1= 87.6502


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5055 top1= 87.5701


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5042 top1= 87.6703

Train epoch 39
[E39B0  |    384/60000 (  1%) ] Loss: 0.6046 top1= 83.5227

=== 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 |   4224/60000 (  7%) ] Loss: 0.5957 top1= 86.0795

=== Log global consensus distance @ E39B10 ===
consensus_distance=0.000



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


[E39B20 |   8064/60000 ( 13%) ] Loss: 0.5321 top1= 83.5227

=== 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=0.4935 top1= 87.8305


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.4943 top1= 87.6903


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.4931 top1= 87.8506

Train epoch 40
[E40B0  |    384/60000 (  1%) ] Loss: 0.5917 top1= 83.8068

=== 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 |   4224/60000 (  7%) ] Loss: 0.5839 top1= 86.0795

=== 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 |   8064/60000 ( 13%) ] Loss: 0.5194 top1= 84.0909

=== 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=0.4833 top1= 87.9908


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.4840 top1= 87.8606


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.4829 top1= 88.0208

