
=== Start adding workers ===
=> Add worker SGDMWorker(index=0, momentum=0.0)
=> Add worker SGDMWorker(index=1, momentum=0.0)
=> Add worker SGDMWorker(index=2, momentum=0.0)
=> Add worker SGDMWorker(index=3, momentum=0.0)
=> Add worker SGDMWorker(index=4, momentum=0.0)
=> Add worker SGDMWorker(index=5, momentum=0.0)
=> Add worker SGDMWorker(index=6, momentum=0.0)
=> Add worker SGDMWorker(index=7, momentum=0.0)
=> Add worker SGDMWorker(index=8, momentum=0.0)
=> Add worker SGDMWorker(index=9, momentum=0.0)
=> Add worker SGDMWorker(index=10, momentum=0.0)
=> Add worker ByzantineWorker(index=11)
=> Add worker ByzantineWorker(index=12)

=== Start adding graph ===
TwoCliquesWithByzantine(m=5,b=2)

Train epoch 1
[E 1B0  |    416/60000 (  1%) ] Loss: 2.3051 top1=  8.5227

=== Peeking data label distribution E1B0 ===
Worker 0 has targets: tensor([9, 9, 2, 5, 8], device='cuda:0')
Worker 1 has targets: tensor([3, 4, 1, 1, 9], device='cuda:0')
Worker 2 has targets: tensor([5, 0, 6, 6, 2], device='cuda:0')
Worker 3 has targets: tensor([4, 6, 5, 0, 1], device='cuda:0')
Worker 4 has targets: tensor([7, 8, 5, 1, 0], device='cuda:0')
Worker 5 has targets: tensor([4, 9, 4, 4, 7], device='cuda:0')
Worker 6 has targets: tensor([9, 9, 7, 4, 9], device='cuda:0')
Worker 7 has targets: tensor([6, 3, 4, 0, 2], device='cuda:0')
Worker 8 has targets: tensor([8, 1, 1, 0, 6], device='cuda:0')
Worker 9 has targets: tensor([8, 3, 8, 7, 8], device='cuda:0')
Worker 10 has targets: tensor([7, 2, 7, 0, 7], device='cuda:0')
Worker 11 has targets: tensor([4, 5, 3, 6, 7], device='cuda:0')
Worker 12 has targets: tensor([8, 0, 3, 7, 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 |   4576/60000 (  8%) ] Loss: 2.2960 top1= 11.6477

=== 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 |   8736/60000 ( 15%) ] Loss: 2.2861 top1= 11.6477

=== 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=2.2843 top1= 10.0761


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2803 top1= 12.8606


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2801 top1= 12.6803

Train epoch 2
[E 2B0  |    416/60000 (  1%) ] Loss: 2.2740 top1= 12.7841

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



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


[E 2B10 |   4576/60000 (  8%) ] Loss: 2.2714 top1= 13.9205

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



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


[E 2B20 |   8736/60000 ( 15%) ] Loss: 2.2658 top1= 16.4773

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



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2680 top1= 14.9940


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2642 top1= 12.7404


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2643 top1= 11.7188

Train epoch 3
[E 3B0  |    416/60000 (  1%) ] Loss: 2.2566 top1= 15.3409

=== Log global consensus distance @ E3B0 ===
consensus_distance=0.005



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


[E 3B10 |   4576/60000 (  8%) ] Loss: 2.2530 top1= 15.9091

=== Log global consensus distance @ E3B10 ===
consensus_distance=0.006



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


[E 3B20 |   8736/60000 ( 15%) ] Loss: 2.2445 top1= 17.6136

=== Log global consensus distance @ E3B20 ===
consensus_distance=0.008



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2481 top1= 18.1991


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2442 top1= 17.4079


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2444 top1= 16.7468

Train epoch 4
[E 4B0  |    416/60000 (  1%) ] Loss: 2.2361 top1= 16.4773

=== Log global consensus distance @ E4B0 ===
consensus_distance=0.010



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


[E 4B10 |   4576/60000 (  8%) ] Loss: 2.2300 top1= 19.3182

=== Log global consensus distance @ E4B10 ===
consensus_distance=0.012



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


[E 4B20 |   8736/60000 ( 15%) ] Loss: 2.2206 top1= 19.3182

=== Log global consensus distance @ E4B20 ===
consensus_distance=0.014



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2220 top1= 18.9603


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2209 top1= 18.6699


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2211 top1= 18.4696

Train epoch 5
[E 5B0  |    416/60000 (  1%) ] Loss: 2.2130 top1= 21.5909

=== Log global consensus distance @ E5B0 ===
consensus_distance=0.016



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


[E 5B10 |   4576/60000 (  8%) ] Loss: 2.2036 top1= 22.7273

=== Log global consensus distance @ E5B10 ===
consensus_distance=0.019



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


[E 5B20 |   8736/60000 ( 15%) ] Loss: 2.1923 top1= 23.2955

=== Log global consensus distance @ E5B20 ===
consensus_distance=0.022



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1892 top1= 20.6030


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1923 top1= 20.5128


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1924 top1= 22.0653

Train epoch 6
[E 6B0  |    416/60000 (  1%) ] Loss: 2.1851 top1= 23.8636

=== Log global consensus distance @ E6B0 ===
consensus_distance=0.025



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


[E 6B10 |   4576/60000 (  8%) ] Loss: 2.1722 top1= 24.7159

=== Log global consensus distance @ E6B10 ===
consensus_distance=0.028



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


[E 6B20 |   8736/60000 ( 15%) ] Loss: 2.1591 top1= 26.9886

=== Log global consensus distance @ E6B20 ===
consensus_distance=0.032



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1496 top1= 25.0501


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1587 top1= 25.1703


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1592 top1= 26.5425

Train epoch 7
[E 7B0  |    416/60000 (  1%) ] Loss: 2.1522 top1= 26.4205

=== Log global consensus distance @ E7B0 ===
consensus_distance=0.035



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


[E 7B10 |   4576/60000 (  8%) ] Loss: 2.1359 top1= 28.1250

=== Log global consensus distance @ E7B10 ===
consensus_distance=0.039



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


[E 7B20 |   8736/60000 ( 15%) ] Loss: 2.1215 top1= 29.5455

=== Log global consensus distance @ E7B20 ===
consensus_distance=0.043



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1020 top1= 30.1082


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1201 top1= 29.8778


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1213 top1= 31.1899

Train epoch 8
[E 8B0  |    416/60000 (  1%) ] Loss: 2.1147 top1= 29.2614

=== Log global consensus distance @ E8B0 ===
consensus_distance=0.048



=== Log clique consensus distance @ E8B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.001


[E 8B10 |   4576/60000 (  8%) ] Loss: 2.0950 top1= 31.5341

=== Log global consensus distance @ E8B10 ===
consensus_distance=0.052



=== Log clique consensus distance @ E8B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.001


[E 8B20 |   8736/60000 ( 15%) ] Loss: 2.0793 top1= 33.2386

=== Log global consensus distance @ E8B20 ===
consensus_distance=0.057



=== Log clique consensus distance @ E8B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.001



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.0458 top1= 36.3782


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0760 top1= 35.8574


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0781 top1= 36.4383

Train epoch 9
[E 9B0  |    416/60000 (  1%) ] Loss: 2.0724 top1= 32.3864

=== Log global consensus distance @ E9B0 ===
consensus_distance=0.062



=== Log clique consensus distance @ E9B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.001


[E 9B10 |   4576/60000 (  8%) ] Loss: 2.0488 top1= 34.0909

=== Log global consensus distance @ E9B10 ===
consensus_distance=0.067



=== Log clique consensus distance @ E9B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.001


[E 9B20 |   8736/60000 ( 15%) ] Loss: 2.0321 top1= 34.6591

=== Log global consensus distance @ E9B20 ===
consensus_distance=0.073



=== Log clique consensus distance @ E9B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.001



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.9807 top1= 42.9688


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0254 top1= 42.1474


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0287 top1= 42.2676

Train epoch 10
[E10B0  |    416/60000 (  1%) ] Loss: 2.0246 top1= 34.6591

=== Log global consensus distance @ E10B0 ===
consensus_distance=0.078



=== Log clique consensus distance @ E10B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.001


[E10B10 |   4576/60000 (  8%) ] Loss: 1.9963 top1= 38.0682

=== Log global consensus distance @ E10B10 ===
consensus_distance=0.084



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


[E10B20 |   8736/60000 ( 15%) ] Loss: 1.9800 top1= 38.6364

=== Log global consensus distance @ E10B20 ===
consensus_distance=0.090



=== Log clique consensus distance @ E10B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.002



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.9070 top1= 47.9567


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9681 top1= 47.4860


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.9724 top1= 47.1254

Train epoch 11
[E11B0  |    416/60000 (  1%) ] Loss: 1.9710 top1= 37.7841

=== Log global consensus distance @ E11B0 ===
consensus_distance=0.096



=== Log clique consensus distance @ E11B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.002


[E11B10 |   4576/60000 (  8%) ] Loss: 1.9373 top1= 40.3409

=== Log global consensus distance @ E11B10 ===
consensus_distance=0.103



=== Log clique consensus distance @ E11B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.002


[E11B20 |   8736/60000 ( 15%) ] Loss: 1.9227 top1= 40.9091

=== Log global consensus distance @ E11B20 ===
consensus_distance=0.109



=== Log clique consensus distance @ E11B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.002



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8261 top1= 51.6927


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9036 top1= 51.4223


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.9089 top1= 51.2220

Train epoch 12
[E12B0  |    416/60000 (  1%) ] Loss: 1.9117 top1= 40.3409

=== Log global consensus distance @ E12B0 ===
consensus_distance=0.116



=== Log clique consensus distance @ E12B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.002


[E12B10 |   4576/60000 (  8%) ] Loss: 1.8717 top1= 43.1818

=== Log global consensus distance @ E12B10 ===
consensus_distance=0.123



=== Log clique consensus distance @ E12B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.002


[E12B20 |   8736/60000 ( 15%) ] Loss: 1.8604 top1= 42.8977

=== Log global consensus distance @ E12B20 ===
consensus_distance=0.131



=== Log clique consensus distance @ E12B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.003



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.7395 top1= 54.3069


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8324 top1= 54.9079


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.8386 top1= 54.6875

Train epoch 13
[E13B0  |    416/60000 (  1%) ] Loss: 1.8473 top1= 44.0341

=== Log global consensus distance @ E13B0 ===
consensus_distance=0.138



=== Log clique consensus distance @ E13B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.003


[E13B10 |   4576/60000 (  8%) ] Loss: 1.8007 top1= 45.1705

=== Log global consensus distance @ E13B10 ===
consensus_distance=0.146



=== Log clique consensus distance @ E13B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.003


[E13B20 |   8736/60000 ( 15%) ] Loss: 1.7938 top1= 45.1705

=== Log global consensus distance @ E13B20 ===
consensus_distance=0.153



=== Log clique consensus distance @ E13B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.003



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.6494 top1= 56.5405


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7553 top1= 57.8826


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.7623 top1= 57.3317

Train epoch 14
[E14B0  |    416/60000 (  1%) ] Loss: 1.7789 top1= 46.5909

=== Log global consensus distance @ E14B0 ===
consensus_distance=0.161



=== Log clique consensus distance @ E14B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.003


[E14B10 |   4576/60000 (  8%) ] Loss: 1.7255 top1= 47.1591

=== Log global consensus distance @ E14B10 ===
consensus_distance=0.170



=== Log clique consensus distance @ E14B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.003


[E14B20 |   8736/60000 ( 15%) ] Loss: 1.7242 top1= 46.5909

=== Log global consensus distance @ E14B20 ===
consensus_distance=0.178



=== Log clique consensus distance @ E14B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5582 top1= 58.9042


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6737 top1= 60.2764


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.6813 top1= 59.6254

Train epoch 15
[E15B0  |    416/60000 (  1%) ] Loss: 1.7079 top1= 49.4318

=== Log global consensus distance @ E15B0 ===
consensus_distance=0.186



=== Log clique consensus distance @ E15B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004


[E15B10 |   4576/60000 (  8%) ] Loss: 1.6479 top1= 50.5682

=== Log global consensus distance @ E15B10 ===
consensus_distance=0.195



=== Log clique consensus distance @ E15B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004


[E15B20 |   8736/60000 ( 15%) ] Loss: 1.6531 top1= 49.1477

=== Log global consensus distance @ E15B20 ===
consensus_distance=0.204



=== Log clique consensus distance @ E15B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.4681 top1= 60.7672


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5895 top1= 62.4099


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.5974 top1= 62.0292

Train epoch 16
[E16B0  |    416/60000 (  1%) ] Loss: 1.6350 top1= 51.9886

=== Log global consensus distance @ E16B0 ===
consensus_distance=0.213



=== Log clique consensus distance @ E16B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004


[E16B10 |   4576/60000 (  8%) ] Loss: 1.5692 top1= 53.1250

=== Log global consensus distance @ E16B10 ===
consensus_distance=0.223



=== Log clique consensus distance @ E16B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005


[E16B20 |   8736/60000 ( 15%) ] Loss: 1.5822 top1= 51.4205

=== Log global consensus distance @ E16B20 ===
consensus_distance=0.232



=== Log clique consensus distance @ E16B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.3810 top1= 62.6202


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5043 top1= 64.3830


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.5124 top1= 63.8421

Train epoch 17
[E17B0  |    416/60000 (  1%) ] Loss: 1.5618 top1= 55.3977

=== Log global consensus distance @ E17B0 ===
consensus_distance=0.242



=== Log clique consensus distance @ E17B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005


[E17B10 |   4576/60000 (  8%) ] Loss: 1.4900 top1= 55.1136

=== Log global consensus distance @ E17B10 ===
consensus_distance=0.252



=== Log clique consensus distance @ E17B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.006


[E17B20 |   8736/60000 ( 15%) ] Loss: 1.5130 top1= 52.8409

=== Log global consensus distance @ E17B20 ===
consensus_distance=0.262



=== Log clique consensus distance @ E17B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.006



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.2980 top1= 64.3129


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4202 top1= 66.0757


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4279 top1= 65.6550

Train epoch 18
[E18B0  |    416/60000 (  1%) ] Loss: 1.4897 top1= 56.8182

=== Log global consensus distance @ E18B0 ===
consensus_distance=0.272



=== Log clique consensus distance @ E18B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.006


[E18B10 |   4576/60000 (  8%) ] Loss: 1.4125 top1= 57.6705

=== Log global consensus distance @ E18B10 ===
consensus_distance=0.283



=== Log clique consensus distance @ E18B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.006


[E18B20 |   8736/60000 ( 15%) ] Loss: 1.4459 top1= 54.2614

=== Log global consensus distance @ E18B20 ===
consensus_distance=0.293



=== Log clique consensus distance @ E18B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.2205 top1= 65.7552


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3385 top1= 67.9587


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3456 top1= 67.6182

Train epoch 19
[E19B0  |    416/60000 (  1%) ] Loss: 1.4194 top1= 57.9545

=== Log global consensus distance @ E19B0 ===
consensus_distance=0.304



=== Log clique consensus distance @ E19B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007


[E19B10 |   4576/60000 (  8%) ] Loss: 1.3375 top1= 59.6591

=== Log global consensus distance @ E19B10 ===
consensus_distance=0.315



=== Log clique consensus distance @ E19B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007


[E19B20 |   8736/60000 ( 15%) ] Loss: 1.3811 top1= 56.2500

=== Log global consensus distance @ E19B20 ===
consensus_distance=0.326



=== Log clique consensus distance @ E19B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.008



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.1485 top1= 67.4279


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2603 top1= 69.6615


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.2669 top1= 69.4611

Train epoch 20
[E20B0  |    416/60000 (  1%) ] Loss: 1.3518 top1= 59.0909

=== Log global consensus distance @ E20B0 ===
consensus_distance=0.338



=== Log clique consensus distance @ E20B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.008


[E20B10 |   4576/60000 (  8%) ] Loss: 1.2660 top1= 62.5000

=== Log global consensus distance @ E20B10 ===
consensus_distance=0.350



=== Log clique consensus distance @ E20B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.008


[E20B20 |   8736/60000 ( 15%) ] Loss: 1.3199 top1= 57.3864

=== Log global consensus distance @ E20B20 ===
consensus_distance=0.361



=== Log clique consensus distance @ E20B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.009



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0822 top1= 68.6198


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.1867 top1= 71.5445


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.1929 top1= 71.3942

Train epoch 21
[E21B0  |    416/60000 (  1%) ] Loss: 1.2875 top1= 61.0795

=== Log global consensus distance @ E21B0 ===
consensus_distance=0.373



=== Log clique consensus distance @ E21B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.009


[E21B10 |   4576/60000 (  8%) ] Loss: 1.1978 top1= 64.4886

=== Log global consensus distance @ E21B10 ===
consensus_distance=0.386



=== Log clique consensus distance @ E21B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.010


[E21B20 |   8736/60000 ( 15%) ] Loss: 1.2617 top1= 61.3636

=== Log global consensus distance @ E21B20 ===
consensus_distance=0.398



=== Log clique consensus distance @ E21B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.010



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0216 top1= 70.0921


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.1180 top1= 73.2171


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.1238 top1= 73.0168

Train epoch 22
[E22B0  |    416/60000 (  1%) ] Loss: 1.2263 top1= 62.5000

=== Log global consensus distance @ E22B0 ===
consensus_distance=0.411



=== Log clique consensus distance @ E22B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.010


[E22B10 |   4576/60000 (  8%) ] Loss: 1.1338 top1= 65.6250

=== Log global consensus distance @ E22B10 ===
consensus_distance=0.424



=== Log clique consensus distance @ E22B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.011


[E22B20 |   8736/60000 ( 15%) ] Loss: 1.2071 top1= 62.5000

=== Log global consensus distance @ E22B20 ===
consensus_distance=0.437



=== Log clique consensus distance @ E22B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.011



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9667 top1= 71.5044


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.0544 top1= 74.7296


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.0599 top1= 74.4291

Train epoch 23
[E23B0  |    416/60000 (  1%) ] Loss: 1.1683 top1= 63.6364

=== Log global consensus distance @ E23B0 ===
consensus_distance=0.450



=== Log clique consensus distance @ E23B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.012


[E23B10 |   4576/60000 (  8%) ] Loss: 1.0743 top1= 69.0341

=== Log global consensus distance @ E23B10 ===
consensus_distance=0.464



=== Log clique consensus distance @ E23B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.012


[E23B20 |   8736/60000 ( 15%) ] Loss: 1.1558 top1= 63.6364

=== Log global consensus distance @ E23B20 ===
consensus_distance=0.477



=== Log clique consensus distance @ E23B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.012



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9167 top1= 72.7965


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.9957 top1= 76.2720


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.0009 top1= 75.9916

Train epoch 24
[E24B0  |    416/60000 (  1%) ] Loss: 1.1141 top1= 65.9091

=== Log global consensus distance @ E24B0 ===
consensus_distance=0.491



=== Log clique consensus distance @ E24B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.013


[E24B10 |   4576/60000 (  8%) ] Loss: 1.0194 top1= 70.4545

=== Log global consensus distance @ E24B10 ===
consensus_distance=0.505



=== Log clique consensus distance @ E24B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.013


[E24B20 |   8736/60000 ( 15%) ] Loss: 1.1075 top1= 64.2045

=== Log global consensus distance @ E24B20 ===
consensus_distance=0.519



=== Log clique consensus distance @ E24B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.014



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8716 top1= 74.0284


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.9419 top1= 77.6142


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.9469 top1= 77.3237

Train epoch 25
[E25B0  |    416/60000 (  1%) ] Loss: 1.0637 top1= 66.7614

=== Log global consensus distance @ E25B0 ===
consensus_distance=0.534



=== Log clique consensus distance @ E25B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.014


[E25B10 |   4576/60000 (  8%) ] Loss: 0.9695 top1= 71.5909

=== Log global consensus distance @ E25B10 ===
consensus_distance=0.548



=== Log clique consensus distance @ E25B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.015


[E25B20 |   8736/60000 ( 15%) ] Loss: 1.0630 top1= 65.3409

=== Log global consensus distance @ E25B20 ===
consensus_distance=0.563



=== Log clique consensus distance @ E25B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.015



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8308 top1= 74.9700


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.8929 top1= 78.6158


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.8973 top1= 78.4655

Train epoch 26
[E26B0  |    416/60000 (  1%) ] Loss: 1.0166 top1= 67.3295

=== Log global consensus distance @ E26B0 ===
consensus_distance=0.578



=== Log clique consensus distance @ E26B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.016


[E26B10 |   4576/60000 (  8%) ] Loss: 0.9237 top1= 72.4432

=== Log global consensus distance @ E26B10 ===
consensus_distance=0.594



=== Log clique consensus distance @ E26B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.016


[E26B20 |   8736/60000 ( 15%) ] Loss: 1.0216 top1= 66.7614

=== Log global consensus distance @ E26B20 ===
consensus_distance=0.609



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7942 top1= 75.8814


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.8484 top1= 79.6174


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.8522 top1= 79.4671

Train epoch 27
[E27B0  |    416/60000 (  1%) ] Loss: 0.9725 top1= 69.0341

=== Log global consensus distance @ E27B0 ===
consensus_distance=0.625



=== Log clique consensus distance @ E27B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.017


[E27B10 |   4576/60000 (  8%) ] Loss: 0.8819 top1= 73.2955

=== Log global consensus distance @ E27B10 ===
consensus_distance=0.641



=== Log clique consensus distance @ E27B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.018


[E27B20 |   8736/60000 ( 15%) ] Loss: 0.9830 top1= 67.0455

=== Log global consensus distance @ E27B20 ===
consensus_distance=0.657



=== Log clique consensus distance @ E27B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.018



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7613 top1= 76.7328


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.8080 top1= 80.4587


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.8114 top1= 80.3285

Train epoch 28
[E28B0  |    416/60000 (  1%) ] Loss: 0.9318 top1= 69.8864

=== Log global consensus distance @ E28B0 ===
consensus_distance=0.673



=== Log clique consensus distance @ E28B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.019


[E28B10 |   4576/60000 (  8%) ] Loss: 0.8438 top1= 73.5795

=== Log global consensus distance @ E28B10 ===
consensus_distance=0.689



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


[E28B20 |   8736/60000 ( 15%) ] Loss: 0.9465 top1= 68.1818

=== Log global consensus distance @ E28B20 ===
consensus_distance=0.706



=== Log clique consensus distance @ E28B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.020



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7319 top1= 77.4740


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.7713 top1= 81.4002


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.7744 top1= 81.0597

Train epoch 29
[E29B0  |    416/60000 (  1%) ] Loss: 0.8944 top1= 70.1705

=== Log global consensus distance @ E29B0 ===
consensus_distance=0.723



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


[E29B10 |   4576/60000 (  8%) ] Loss: 0.8097 top1= 74.4318

=== Log global consensus distance @ E29B10 ===
consensus_distance=0.740



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


[E29B20 |   8736/60000 ( 15%) ] Loss: 0.9120 top1= 68.4659

=== Log global consensus distance @ E29B20 ===
consensus_distance=0.757



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7059 top1= 78.0048


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.7385 top1= 81.9411


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.7410 top1= 81.9311

Train epoch 30
[E30B0  |    416/60000 (  1%) ] Loss: 0.8604 top1= 70.4545

=== Log global consensus distance @ E30B0 ===
consensus_distance=0.775



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


[E30B10 |   4576/60000 (  8%) ] Loss: 0.7786 top1= 76.4205

=== Log global consensus distance @ E30B10 ===
consensus_distance=0.792



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


[E30B20 |   8736/60000 ( 15%) ] Loss: 0.8800 top1= 69.3182

=== Log global consensus distance @ E30B20 ===
consensus_distance=0.810



=== Log clique consensus distance @ E30B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.024



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6830 top1= 78.6258


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.7086 top1= 82.5421


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.7109 top1= 82.5621

Train epoch 31
[E31B0  |    416/60000 (  1%) ] Loss: 0.8289 top1= 71.5909

=== Log global consensus distance @ E31B0 ===
consensus_distance=0.828



=== Log clique consensus distance @ E31B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.025


[E31B10 |   4576/60000 (  8%) ] Loss: 0.7504 top1= 76.9886

=== Log global consensus distance @ E31B10 ===
consensus_distance=0.847



=== Log clique consensus distance @ E31B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.025


[E31B20 |   8736/60000 ( 15%) ] Loss: 0.8501 top1= 71.0227

=== Log global consensus distance @ E31B20 ===
consensus_distance=0.865



=== Log clique consensus distance @ E31B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.026



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6624 top1= 79.1466


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.6816 top1= 83.0929


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.6836 top1= 83.1330

Train epoch 32
[E32B0  |    416/60000 (  1%) ] Loss: 0.7999 top1= 72.7273

=== Log global consensus distance @ E32B0 ===
consensus_distance=0.884



=== Log clique consensus distance @ E32B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.027


[E32B10 |   4576/60000 (  8%) ] Loss: 0.7250 top1= 78.4091

=== Log global consensus distance @ E32B10 ===
consensus_distance=0.903



=== Log clique consensus distance @ E32B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.027


[E32B20 |   8736/60000 ( 15%) ] Loss: 0.8219 top1= 73.0114

=== Log global consensus distance @ E32B20 ===
consensus_distance=0.922



=== Log clique consensus distance @ E32B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.028



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6446 top1= 79.5172


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.6571 top1= 83.5637


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.6588 top1= 83.6939

Train epoch 33
[E33B0  |    416/60000 (  1%) ] Loss: 0.7735 top1= 73.5795

=== Log global consensus distance @ E33B0 ===
consensus_distance=0.941



=== Log clique consensus distance @ E33B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.029


[E33B10 |   4576/60000 (  8%) ] Loss: 0.7015 top1= 78.9773

=== Log global consensus distance @ E33B10 ===
consensus_distance=0.961



=== Log clique consensus distance @ E33B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.030


[E33B20 |   8736/60000 ( 15%) ] Loss: 0.7956 top1= 73.0114

=== Log global consensus distance @ E33B20 ===
consensus_distance=0.980



=== Log clique consensus distance @ E33B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.030



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6287 top1= 79.8478


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.6349 top1= 84.0946


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.6362 top1= 84.1947

Train epoch 34
[E34B0  |    416/60000 (  1%) ] Loss: 0.7494 top1= 75.2841

=== Log global consensus distance @ E34B0 ===
consensus_distance=1.000



=== Log clique consensus distance @ E34B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.031


[E34B10 |   4576/60000 (  8%) ] Loss: 0.6800 top1= 79.5455

=== Log global consensus distance @ E34B10 ===
consensus_distance=1.020



=== Log clique consensus distance @ E34B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.032


[E34B20 |   8736/60000 ( 15%) ] Loss: 0.7710 top1= 73.8636

=== Log global consensus distance @ E34B20 ===
consensus_distance=1.040



=== Log clique consensus distance @ E34B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.033



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6152 top1= 80.1182


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.6146 top1= 84.4151


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.6155 top1= 84.4952

Train epoch 35
[E35B0  |    416/60000 (  1%) ] Loss: 0.7274 top1= 75.8523

=== Log global consensus distance @ E35B0 ===
consensus_distance=1.061



=== Log clique consensus distance @ E35B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.033


[E35B10 |   4576/60000 (  8%) ] Loss: 0.6602 top1= 81.5341

=== Log global consensus distance @ E35B10 ===
consensus_distance=1.082



=== Log clique consensus distance @ E35B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.034


[E35B20 |   8736/60000 ( 15%) ] Loss: 0.7483 top1= 74.7159

=== Log global consensus distance @ E35B20 ===
consensus_distance=1.103



=== Log clique consensus distance @ E35B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.035



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6036 top1= 80.2384


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5962 top1= 84.8057


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5967 top1= 84.7256

Train epoch 36
[E36B0  |    416/60000 (  1%) ] Loss: 0.7074 top1= 76.1364

=== Log global consensus distance @ E36B0 ===
consensus_distance=1.124



=== Log clique consensus distance @ E36B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.036


[E36B10 |   4576/60000 (  8%) ] Loss: 0.6419 top1= 82.6705

=== Log global consensus distance @ E36B10 ===
consensus_distance=1.145



=== Log clique consensus distance @ E36B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.037


[E36B20 |   8736/60000 ( 15%) ] Loss: 0.7272 top1= 75.0000

=== Log global consensus distance @ E36B20 ===
consensus_distance=1.166



=== Log clique consensus distance @ E36B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.037



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5936 top1= 80.3686


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5792 top1= 85.0962


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5795 top1= 84.9860

Train epoch 37
[E37B0  |    416/60000 (  1%) ] Loss: 0.6891 top1= 76.9886

=== Log global consensus distance @ E37B0 ===
consensus_distance=1.188



=== Log clique consensus distance @ E37B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.038


[E37B10 |   4576/60000 (  8%) ] Loss: 0.6251 top1= 83.2386

=== Log global consensus distance @ E37B10 ===
consensus_distance=1.210



=== Log clique consensus distance @ E37B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.039


[E37B20 |   8736/60000 ( 15%) ] Loss: 0.7078 top1= 75.5682

=== Log global consensus distance @ E37B20 ===
consensus_distance=1.232



=== Log clique consensus distance @ E37B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.040



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5846 top1= 80.6090


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5636 top1= 85.3165


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5637 top1= 85.2965

Train epoch 38
[E38B0  |    416/60000 (  1%) ] Loss: 0.6723 top1= 77.2727

=== Log global consensus distance @ E38B0 ===
consensus_distance=1.254



=== Log clique consensus distance @ E38B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.041


[E38B10 |   4576/60000 (  8%) ] Loss: 0.6091 top1= 83.8068

=== Log global consensus distance @ E38B10 ===
consensus_distance=1.277



=== Log clique consensus distance @ E38B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.042


[E38B20 |   8736/60000 ( 15%) ] Loss: 0.6900 top1= 76.4205

=== Log global consensus distance @ E38B20 ===
consensus_distance=1.299



=== Log clique consensus distance @ E38B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.043



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5775 top1= 80.6691


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5493 top1= 85.5569


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5492 top1= 85.5869

Train epoch 39
[E39B0  |    416/60000 (  1%) ] Loss: 0.6570 top1= 78.1250

=== Log global consensus distance @ E39B0 ===
consensus_distance=1.322



=== Log clique consensus distance @ E39B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.043


[E39B10 |   4576/60000 (  8%) ] Loss: 0.5945 top1= 84.3750

=== Log global consensus distance @ E39B10 ===
consensus_distance=1.345



=== Log clique consensus distance @ E39B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.044


[E39B20 |   8736/60000 ( 15%) ] Loss: 0.6737 top1= 76.9886

=== Log global consensus distance @ E39B20 ===
consensus_distance=1.369



=== Log clique consensus distance @ E39B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.045



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5712 top1= 80.7893


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5359 top1= 85.7572


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5358 top1= 85.8474

Train epoch 40
[E40B0  |    416/60000 (  1%) ] Loss: 0.6431 top1= 78.9773

=== Log global consensus distance @ E40B0 ===
consensus_distance=1.392



=== Log clique consensus distance @ E40B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.046


[E40B10 |   4576/60000 (  8%) ] Loss: 0.5809 top1= 84.9432

=== Log global consensus distance @ E40B10 ===
consensus_distance=1.416



=== Log clique consensus distance @ E40B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.047


[E40B20 |   8736/60000 ( 15%) ] Loss: 0.6586 top1= 77.8409

=== Log global consensus distance @ E40B20 ===
consensus_distance=1.440



=== Log clique consensus distance @ E40B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.048



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5665 top1= 80.9996


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5236 top1= 86.0176


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5234 top1= 86.0978

