
=== 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 LabelFlippingWorker

=== 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([5, 7, 1, 9, 7], 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: 2.2930 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: 2.2837 top1= 15.0568

=== 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=2.2796 top1= 16.0557


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2789 top1= 17.0172


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2788 top1= 16.3061

Train epoch 2
[E 2B0  |    384/60000 (  1%) ] Loss: 2.2775 top1= 13.9205

=== 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: 2.2692 top1= 19.8864

=== 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: 2.2581 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=2.2556 top1= 24.7296


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2548 top1= 25.4507


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2548 top1= 24.9399

Train epoch 3
[E 3B0  |    384/60000 (  1%) ] Loss: 2.2529 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: 2.2450 top1= 25.8523

=== 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: 2.2315 top1= 24.7159

=== 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=2.2298 top1= 29.6775


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2289 top1= 30.0781


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2288 top1= 29.4571

Train epoch 4
[E 4B0  |    384/60000 (  1%) ] Loss: 2.2269 top1= 23.8636

=== 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: 2.2187 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: 2.2030 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=2.2015 top1= 35.4267


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2005 top1= 36.0276


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2004 top1= 34.9659

Train epoch 5
[E 5B0  |    384/60000 (  1%) ] Loss: 2.1992 top1= 30.1136

=== 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: 2.1903 top1= 33.2386

=== 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: 2.1720 top1= 34.6591

=== 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=2.1708 top1= 42.5481


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1698 top1= 42.7484


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1696 top1= 42.0272

Train epoch 6
[E 6B0  |    384/60000 (  1%) ] Loss: 2.1696 top1= 34.3750

=== 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: 2.1595 top1= 38.3523

=== 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: 2.1383 top1= 39.4886

=== 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=2.1372 top1= 45.9736


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1361 top1= 46.2139


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1358 top1= 45.5929

Train epoch 7
[E 7B0  |    384/60000 (  1%) ] Loss: 2.1373 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: 2.1256 top1= 41.1932

=== 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: 2.1013 top1= 44.6023

=== 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=2.1001 top1= 49.7997


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0988 top1= 50.2204


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0986 top1= 49.2588

Train epoch 8
[E 8B0  |    384/60000 (  1%) ] Loss: 2.1018 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=0.000


[E 8B10 |   4224/60000 (  7%) ] Loss: 2.0878 top1= 43.4659

=== 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: 2.0607 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=0.000



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.0591 top1= 53.7059


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0577 top1= 54.2468


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0575 top1= 52.8546

Train epoch 9
[E 9B0  |    384/60000 (  1%) ] Loss: 2.0626 top1= 42.6136

=== 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: 2.0457 top1= 47.1591

=== 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: 2.0161 top1= 51.4205

=== 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=2.0138 top1= 57.3818


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0121 top1= 57.8425


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0119 top1= 56.4503

Train epoch 10
[E10B0  |    384/60000 (  1%) ] Loss: 2.0190 top1= 46.5909

=== 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: 1.9990 top1= 50.0000

=== 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: 1.9670 top1= 53.6932

=== 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=1.9634 top1= 60.3966


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9615 top1= 60.6470


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.9613 top1= 59.7055

Train epoch 11
[E11B0  |    384/60000 (  1%) ] Loss: 1.9710 top1= 51.7045

=== 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: 1.9475 top1= 53.4091

=== 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: 1.9130 top1= 55.6818

=== 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=1.9074 top1= 62.7905


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9052 top1= 63.2111


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.9049 top1= 62.3097

Train epoch 12
[E12B0  |    384/60000 (  1%) ] Loss: 1.9180 top1= 54.8295

=== 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: 1.8912 top1= 54.2614

=== 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: 1.8537 top1= 57.6705

=== 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=1.8455 top1= 65.2143


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8430 top1= 65.4547


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.8427 top1= 64.7837

Train epoch 13
[E13B0  |    384/60000 (  1%) ] Loss: 1.8595 top1= 57.3864

=== 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: 1.8299 top1= 56.2500

=== 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: 1.7894 top1= 58.2386

=== 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=1.7787 top1= 67.4379


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7758 top1= 67.3778


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.7755 top1= 66.7768

Train epoch 14
[E14B0  |    384/60000 (  1%) ] Loss: 1.7960 top1= 59.9432

=== 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: 1.7638 top1= 58.2386

=== 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: 1.7205 top1= 60.7955

=== 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=1.7072 top1= 69.4211


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7038 top1= 69.4111


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.7036 top1= 69.0505

Train epoch 15
[E15B0  |    384/60000 (  1%) ] Loss: 1.7281 top1= 61.3636

=== 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: 1.6942 top1= 59.6591

=== 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: 1.6477 top1= 62.7841

=== 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=1.6316 top1= 71.1639


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6277 top1= 71.1538


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.6277 top1= 70.9435

Train epoch 16
[E16B0  |    384/60000 (  1%) ] Loss: 1.6568 top1= 63.6364

=== 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: 1.6218 top1= 62.5000

=== 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: 1.5720 top1= 63.6364

=== 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=1.5528 top1= 73.1771


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5484 top1= 73.1771


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.5486 top1= 72.8966

Train epoch 17
[E17B0  |    384/60000 (  1%) ] Loss: 1.5831 top1= 64.2045

=== 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: 1.5475 top1= 64.2045

=== 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: 1.4947 top1= 65.9091

=== 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=1.4725 top1= 74.7596


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4675 top1= 74.7296


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4678 top1= 74.5493

Train epoch 18
[E18B0  |    384/60000 (  1%) ] Loss: 1.5081 top1= 65.9091

=== 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: 1.4732 top1= 66.7614

=== 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: 1.4176 top1= 67.6136

=== 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=1.3920 top1= 76.1719


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3865 top1= 76.0216


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3869 top1= 76.0617

Train epoch 19
[E19B0  |    384/60000 (  1%) ] Loss: 1.4334 top1= 67.6136

=== 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: 1.3997 top1= 68.1818

=== 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: 1.3423 top1= 69.3182

=== 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=1.3132 top1= 77.5541


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3072 top1= 77.3137


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3077 top1= 77.6142

Train epoch 20
[E20B0  |    384/60000 (  1%) ] Loss: 1.3601 top1= 69.0341

=== 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: 1.3287 top1= 69.3182

=== 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: 1.2702 top1= 71.0227

=== 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=1.2379 top1= 78.8061


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2315 top1= 78.5457


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.2317 top1= 78.7760

Train epoch 21
[E21B0  |    384/60000 (  1%) ] Loss: 1.2900 top1= 69.8864

=== 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: 1.2610 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: 1.2026 top1= 71.8750

=== 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=1.1671 top1= 79.9079


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.1605 top1= 79.5873


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.1605 top1= 79.9279

Train epoch 22
[E22B0  |    384/60000 (  1%) ] Loss: 1.2244 top1= 71.0227

=== 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: 1.1977 top1= 73.5795

=== 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: 1.1400 top1= 73.2955

=== 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=1.1018 top1= 80.8093


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.0948 top1= 80.5088


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.0949 top1= 80.6691

Train epoch 23
[E23B0  |    384/60000 (  1%) ] Loss: 1.1637 top1= 71.8750

=== 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: 1.1395 top1= 73.8636

=== 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: 1.0826 top1= 74.1477

=== 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=1.0424 top1= 81.4904


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.0351 top1= 81.3201


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.0351 top1= 81.6106

Train epoch 24
[E24B0  |    384/60000 (  1%) ] Loss: 1.1080 top1= 71.8750

=== 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: 1.0863 top1= 75.8523

=== 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: 1.0303 top1= 75.8523

=== 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=0.9888 top1= 82.2115


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.9814 top1= 81.9912


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.9813 top1= 82.3317

Train epoch 25
[E25B0  |    384/60000 (  1%) ] Loss: 1.0576 top1= 73.0114

=== 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: 1.0381 top1= 77.5568

=== 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: 0.9831 top1= 76.1364

=== 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=0.9409 top1= 82.8626


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.9334 top1= 82.6923


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.9331 top1= 82.9627

Train epoch 26
[E26B0  |    384/60000 (  1%) ] Loss: 1.0121 top1= 74.1477

=== 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: 0.9945 top1= 78.1250

=== 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: 0.9406 top1= 76.9886

=== 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=0.8981 top1= 83.2933


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.8905 top1= 83.2332


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.8901 top1= 83.4135

Train epoch 27
[E27B0  |    384/60000 (  1%) ] Loss: 0.9711 top1= 75.2841

=== 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: 0.9554 top1= 79.5455

=== 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: 0.9023 top1= 78.4091

=== 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=0.8600 top1= 83.6639


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.8523 top1= 83.6338


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.8519 top1= 83.9744

Train epoch 28
[E28B0  |    384/60000 (  1%) ] Loss: 0.9342 top1= 75.8523

=== 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: 0.9201 top1= 79.8295

=== 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: 0.8680 top1= 78.6932

=== 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=0.8261 top1= 84.1546


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.8184 top1= 84.0645


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.8178 top1= 84.4050

Train epoch 29
[E29B0  |    384/60000 (  1%) ] Loss: 0.9009 top1= 76.1364

=== 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: 0.8883 top1= 80.3977

=== 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: 0.8373 top1= 79.5455

=== 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=0.7960 top1= 84.6755


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.7882 top1= 84.4451


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.7875 top1= 84.7756

Train epoch 30
[E30B0  |    384/60000 (  1%) ] Loss: 0.8708 top1= 77.5568

=== 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: 0.8595 top1= 80.9659

=== 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: 0.8096 top1= 79.2614

=== 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=0.7692 top1= 84.9760


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.7614 top1= 84.8758


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.7606 top1= 85.1362

Train epoch 31
[E31B0  |    384/60000 (  1%) ] Loss: 0.8436 top1= 78.1250

=== 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: 0.8336 top1= 80.9659

=== 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: 0.7848 top1= 79.8295

=== 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=0.7452 top1= 85.3065


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.7372 top1= 85.1362


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.7366 top1= 85.3666

Train epoch 32
[E32B0  |    384/60000 (  1%) ] Loss: 0.8187 top1= 78.9773

=== 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: 0.8100 top1= 81.2500

=== 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: 0.7622 top1= 79.8295

=== 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=0.7237 top1= 85.4968


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.7156 top1= 85.5569


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.7150 top1= 85.5970

Train epoch 33
[E33B0  |    384/60000 (  1%) ] Loss: 0.7961 top1= 79.8295

=== 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: 0.7889 top1= 81.8182

=== 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: 0.7418 top1= 80.1136

=== 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=0.7044 top1= 85.7472


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.6963 top1= 85.7272


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.6956 top1= 85.7472

Train epoch 34
[E34B0  |    384/60000 (  1%) ] Loss: 0.7755 top1= 80.3977

=== 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: 0.7694 top1= 82.6705

=== 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: 0.7228 top1= 81.8182

=== 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=0.6870 top1= 85.9275


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.6789 top1= 85.9275


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.6782 top1= 86.0276

Train epoch 35
[E35B0  |    384/60000 (  1%) ] Loss: 0.7569 top1= 80.6818

=== 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: 0.7516 top1= 83.5227

=== 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: 0.7052 top1= 82.1023

=== 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=0.6712 top1= 86.2079


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.6630 top1= 86.1378


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.6624 top1= 86.1979

Train epoch 36
[E36B0  |    384/60000 (  1%) ] Loss: 0.7399 top1= 80.6818

=== 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: 0.7354 top1= 83.5227

=== 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: 0.6891 top1= 82.6705

=== 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=0.6569 top1= 86.3181


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.6485 top1= 86.3081


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.6480 top1= 86.4784

Train epoch 37
[E37B0  |    384/60000 (  1%) ] Loss: 0.7239 top1= 80.6818

=== 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: 0.7205 top1= 83.8068

=== 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: 0.6741 top1= 83.2386

=== 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=0.6437 top1= 86.4683


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.6353 top1= 86.4884


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.6348 top1= 86.6086

Train epoch 38
[E38B0  |    384/60000 (  1%) ] Loss: 0.7091 top1= 81.2500

=== 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: 0.7067 top1= 84.6591

=== 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: 0.6603 top1= 83.2386

=== 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=0.6317 top1= 86.5685


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.6232 top1= 86.6887


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.6226 top1= 86.7087

Train epoch 39
[E39B0  |    384/60000 (  1%) ] Loss: 0.6953 top1= 81.8182

=== 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: 0.6938 top1= 84.9432

=== 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: 0.6475 top1= 82.9545

=== 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=0.6206 top1= 86.8289


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.6119 top1= 86.7788


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.6114 top1= 86.9191

Train epoch 40
[E40B0  |    384/60000 (  1%) ] Loss: 0.6826 top1= 82.1023

=== 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: 0.6818 top1= 84.9432

=== 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: 0.6356 top1= 83.2386

=== 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=0.6103 top1= 86.9091


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.6016 top1= 86.8790


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.6011 top1= 86.9391

