
=== 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: 2.2963 top1= 11.3636

=== 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= 11.0795

=== 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=2.2770 top1= 17.6883


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2769 top1= 17.7784


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2770 top1= 17.8686

Train epoch 2
[E 2B0  |    416/60000 (  1%) ] Loss: 2.2764 top1= 13.3523

=== 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 |   4576/60000 (  8%) ] Loss: 2.2693 top1= 15.9091

=== 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 |   8736/60000 ( 15%) ] Loss: 2.2597 top1= 15.3409

=== 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=2.2510 top1= 25.9716


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2507 top1= 26.2620


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2507 top1= 26.1518

Train epoch 3
[E 3B0  |    416/60000 (  1%) ] Loss: 2.2485 top1= 20.1705

=== 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 |   4576/60000 (  8%) ] Loss: 2.2427 top1= 21.0227

=== 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 |   8736/60000 ( 15%) ] Loss: 2.2318 top1= 23.0114

=== 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=2.2224 top1= 28.7660


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2221 top1= 28.8261


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2222 top1= 29.3470

Train epoch 4
[E 4B0  |    416/60000 (  1%) ] Loss: 2.2193 top1= 26.1364

=== 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 |   4576/60000 (  8%) ] Loss: 2.2135 top1= 27.2727

=== 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 |   8736/60000 ( 15%) ] Loss: 2.2005 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=2.1898 top1= 37.2696


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1895 top1= 36.7588


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1897 top1= 37.7604

Train epoch 5
[E 5B0  |    416/60000 (  1%) ] Loss: 2.1872 top1= 29.8295

=== 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 |   4576/60000 (  8%) ] Loss: 2.1803 top1= 32.3864

=== 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 |   8736/60000 ( 15%) ] Loss: 2.1649 top1= 33.2386

=== 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=2.1528 top1= 41.5264


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1525 top1= 41.5264


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1528 top1= 41.4263

Train epoch 6
[E 6B0  |    416/60000 (  1%) ] Loss: 2.1511 top1= 33.5227

=== 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 |   4576/60000 (  8%) ] Loss: 2.1421 top1= 35.5114

=== 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 |   8736/60000 ( 15%) ] Loss: 2.1241 top1= 38.9205

=== 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=2.1110 top1= 44.5813


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1107 top1= 44.7917


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1111 top1= 44.6414

Train epoch 7
[E 7B0  |    416/60000 (  1%) ] Loss: 2.1106 top1= 37.7841

=== 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 |   4576/60000 (  8%) ] Loss: 2.0978 top1= 39.4886

=== 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 |   8736/60000 ( 15%) ] Loss: 2.0777 top1= 43.7500

=== 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=2.0637 top1= 47.1655


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0635 top1= 47.8566


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0640 top1= 47.3257

Train epoch 8
[E 8B0  |    416/60000 (  1%) ] Loss: 2.0649 top1= 41.1932

=== 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 |   4576/60000 (  8%) ] Loss: 2.0472 top1= 43.7500

=== 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 |   8736/60000 ( 15%) ] Loss: 2.0252 top1= 47.7273

=== 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=2.0103 top1= 50.5709


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0101 top1= 51.1418


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0106 top1= 50.7011

Train epoch 9
[E 9B0  |    416/60000 (  1%) ] Loss: 2.0135 top1= 44.0341

=== 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 |   4576/60000 (  8%) ] Loss: 1.9900 top1= 46.5909

=== 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 |   8736/60000 ( 15%) ] Loss: 1.9664 top1= 50.2841

=== 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=1.9495 top1= 53.5056


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9494 top1= 54.2969


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.9498 top1= 53.5857

Train epoch 10
[E10B0  |    416/60000 (  1%) ] Loss: 1.9553 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 |   4576/60000 (  8%) ] Loss: 1.9250 top1= 50.2841

=== 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 |   8736/60000 ( 15%) ] Loss: 1.9003 top1= 51.7045

=== 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=1.8813 top1= 55.7091


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8811 top1= 56.6807


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.8816 top1= 56.0296

Train epoch 11
[E11B0  |    416/60000 (  1%) ] Loss: 1.8904 top1= 48.0114

=== 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 |   4576/60000 (  8%) ] Loss: 1.8515 top1= 53.6932

=== 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 |   8736/60000 ( 15%) ] Loss: 1.8279 top1= 53.6932

=== 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=1.8057 top1= 58.2131


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8054 top1= 59.2849


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.8059 top1= 58.6138

Train epoch 12
[E12B0  |    416/60000 (  1%) ] Loss: 1.8186 top1= 51.1364

=== 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 |   4576/60000 (  8%) ] Loss: 1.7708 top1= 55.6818

=== 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 |   8736/60000 ( 15%) ] Loss: 1.7494 top1= 56.5341

=== 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=1.7229 top1= 60.5168


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7226 top1= 61.6987


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.7231 top1= 61.0877

Train epoch 13
[E13B0  |    416/60000 (  1%) ] Loss: 1.7410 top1= 52.2727

=== 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 |   4576/60000 (  8%) ] Loss: 1.6832 top1= 59.6591

=== 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 |   8736/60000 ( 15%) ] Loss: 1.6656 top1= 58.8068

=== 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=1.6337 top1= 62.8506


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6334 top1= 63.8121


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.6337 top1= 63.4215

Train epoch 14
[E14B0  |    416/60000 (  1%) ] Loss: 1.6584 top1= 54.5455

=== 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 |   4576/60000 (  8%) ] Loss: 1.5901 top1= 61.6477

=== 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 |   8736/60000 ( 15%) ] Loss: 1.5783 top1= 59.9432

=== 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=1.5397 top1= 65.3145


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5393 top1= 66.1458


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.5396 top1= 65.9555

Train epoch 15
[E15B0  |    416/60000 (  1%) ] Loss: 1.5724 top1= 56.8182

=== 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 |   4576/60000 (  8%) ] Loss: 1.4943 top1= 63.6364

=== 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 |   8736/60000 ( 15%) ] Loss: 1.4896 top1= 61.0795

=== 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=1.4430 top1= 67.6683


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4424 top1= 68.4395


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4427 top1= 68.3093

Train epoch 16
[E16B0  |    416/60000 (  1%) ] Loss: 1.4849 top1= 60.2273

=== 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 |   4576/60000 (  8%) ] Loss: 1.3980 top1= 65.0568

=== 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 |   8736/60000 ( 15%) ] Loss: 1.4017 top1= 62.7841

=== 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=1.3465 top1= 69.7917


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3457 top1= 70.7833


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3460 top1= 70.5028

Train epoch 17
[E17B0  |    416/60000 (  1%) ] Loss: 1.3983 top1= 62.2159

=== 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 |   4576/60000 (  8%) ] Loss: 1.3046 top1= 67.3295

=== 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 |   8736/60000 ( 15%) ] Loss: 1.3168 top1= 63.9205

=== 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=1.2531 top1= 71.8750


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2520 top1= 73.0268


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.2523 top1= 72.5561

Train epoch 18
[E18B0  |    416/60000 (  1%) ] Loss: 1.3154 top1= 63.6364

=== 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 |   4576/60000 (  8%) ] Loss: 1.2161 top1= 69.8864

=== 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 |   8736/60000 ( 15%) ] Loss: 1.2370 top1= 66.7614

=== 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=1.1652 top1= 73.9183


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.1637 top1= 75.0200


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.1640 top1= 74.5493

Train epoch 19
[E19B0  |    416/60000 (  1%) ] Loss: 1.2376 top1= 66.4773

=== 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 |   4576/60000 (  8%) ] Loss: 1.1336 top1= 71.0227

=== 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 |   8736/60000 ( 15%) ] Loss: 1.1631 top1= 68.1818

=== 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=1.0841 top1= 75.7312


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.0823 top1= 76.6126


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.0826 top1= 76.4223

Train epoch 20
[E20B0  |    416/60000 (  1%) ] Loss: 1.1656 top1= 68.1818

=== 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 |   4576/60000 (  8%) ] Loss: 1.0586 top1= 72.7273

=== 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 |   8736/60000 ( 15%) ] Loss: 1.0960 top1= 69.6023

=== 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=1.0108 top1= 77.2536


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.0086 top1= 78.1751


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.0089 top1= 77.7444

Train epoch 21
[E21B0  |    416/60000 (  1%) ] Loss: 1.1000 top1= 69.6023

=== 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 |   4576/60000 (  8%) ] Loss: 0.9915 top1= 74.7159

=== 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 |   8736/60000 ( 15%) ] Loss: 1.0358 top1= 70.7386

=== 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=0.9451 top1= 78.4555


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.9428 top1= 79.3169


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.9431 top1= 79.0865

Train epoch 22
[E22B0  |    416/60000 (  1%) ] Loss: 1.0406 top1= 70.4545

=== 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 |   4576/60000 (  8%) ] Loss: 0.9315 top1= 76.4205

=== 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 |   8736/60000 ( 15%) ] Loss: 0.9820 top1= 71.8750

=== 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=0.8869 top1= 79.5172


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.8844 top1= 80.5188


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.8847 top1= 80.0280

Train epoch 23
[E23B0  |    416/60000 (  1%) ] Loss: 0.9869 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 |   4576/60000 (  8%) ] Loss: 0.8784 top1= 76.7045

=== 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 |   8736/60000 ( 15%) ] Loss: 0.9339 top1= 73.5795

=== 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=0.8356 top1= 80.4788


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.8329 top1= 81.5304


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.8332 top1= 81.0296

Train epoch 24
[E24B0  |    416/60000 (  1%) ] Loss: 0.9389 top1= 73.2955

=== 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 |   4576/60000 (  8%) ] Loss: 0.8316 top1= 77.5568

=== 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 |   8736/60000 ( 15%) ] Loss: 0.8915 top1= 75.5682

=== 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=0.7904 top1= 81.3201


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.7875 top1= 82.2015


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.7880 top1= 81.7708

Train epoch 25
[E25B0  |    416/60000 (  1%) ] Loss: 0.8956 top1= 74.4318

=== 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 |   4576/60000 (  8%) ] Loss: 0.7902 top1= 78.4091

=== 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 |   8736/60000 ( 15%) ] Loss: 0.8539 top1= 77.5568

=== 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=0.7509 top1= 82.0312


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.7477 top1= 82.7524


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.7485 top1= 82.3518

Train epoch 26
[E26B0  |    416/60000 (  1%) ] Loss: 0.8569 top1= 75.2841

=== 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 |   4576/60000 (  8%) ] Loss: 0.7538 top1= 78.6932

=== 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 |   8736/60000 ( 15%) ] Loss: 0.8207 top1= 77.8409

=== 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=0.7160 top1= 82.5020


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.7128 top1= 83.3133


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.7136 top1= 82.9427

Train epoch 27
[E27B0  |    416/60000 (  1%) ] Loss: 0.8221 top1= 77.5568

=== 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 |   4576/60000 (  8%) ] Loss: 0.7217 top1= 79.8295

=== 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 |   8736/60000 ( 15%) ] Loss: 0.7913 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=0.6852 top1= 83.0429


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.6818 top1= 83.8241


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.6828 top1= 83.3834

Train epoch 28
[E28B0  |    416/60000 (  1%) ] Loss: 0.7909 top1= 77.8409

=== 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 |   4576/60000 (  8%) ] Loss: 0.6932 top1= 80.3977

=== 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 |   8736/60000 ( 15%) ] Loss: 0.7654 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=0.6579 top1= 83.5236


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.6545 top1= 84.1747


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.6556 top1= 83.7941

Train epoch 29
[E29B0  |    416/60000 (  1%) ] Loss: 0.7627 top1= 78.1250

=== 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 |   4576/60000 (  8%) ] Loss: 0.6676 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 |   8736/60000 ( 15%) ] Loss: 0.7424 top1= 78.9773

=== 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=0.6336 top1= 83.8642


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.6301 top1= 84.5052


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.6313 top1= 84.0645

Train epoch 30
[E30B0  |    416/60000 (  1%) ] Loss: 0.7371 top1= 78.9773

=== 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 |   4576/60000 (  8%) ] Loss: 0.6451 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 |   8736/60000 ( 15%) ] Loss: 0.7218 top1= 79.8295

=== 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=0.6119 top1= 84.1647


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.6084 top1= 84.8157


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.6097 top1= 84.4651

Train epoch 31
[E31B0  |    416/60000 (  1%) ] Loss: 0.7140 top1= 80.1136

=== 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 |   4576/60000 (  8%) ] Loss: 0.6248 top1= 82.3864

=== 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 |   8736/60000 ( 15%) ] Loss: 0.7034 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=0.5925 top1= 84.4551


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5890 top1= 85.0260


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5903 top1= 84.7957

Train epoch 32
[E32B0  |    416/60000 (  1%) ] Loss: 0.6931 top1= 80.3977

=== 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 |   4576/60000 (  8%) ] Loss: 0.6066 top1= 82.3864

=== 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 |   8736/60000 ( 15%) ] Loss: 0.6870 top1= 80.1136

=== 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=0.5749 top1= 84.7356


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5714 top1= 85.3065


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5727 top1= 85.0260

Train epoch 33
[E33B0  |    416/60000 (  1%) ] Loss: 0.6742 top1= 81.2500

=== 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 |   4576/60000 (  8%) ] Loss: 0.5902 top1= 82.3864

=== 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 |   8736/60000 ( 15%) ] Loss: 0.6722 top1= 80.3977

=== 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=0.5592 top1= 84.9659


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5556 top1= 85.5769


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5570 top1= 85.2464

Train epoch 34
[E34B0  |    416/60000 (  1%) ] Loss: 0.6569 top1= 81.2500

=== 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 |   4576/60000 (  8%) ] Loss: 0.5756 top1= 82.9545

=== 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 |   8736/60000 ( 15%) ] Loss: 0.6590 top1= 80.3977

=== 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=0.5449 top1= 85.2364


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5412 top1= 85.7572


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5427 top1= 85.4067

Train epoch 35
[E35B0  |    416/60000 (  1%) ] Loss: 0.6412 top1= 81.2500

=== 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 |   4576/60000 (  8%) ] Loss: 0.5625 top1= 83.2386

=== 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 |   8736/60000 ( 15%) ] Loss: 0.6472 top1= 80.9659

=== 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=0.5318 top1= 85.4167


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5282 top1= 85.9976


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5297 top1= 85.6170

Train epoch 36
[E36B0  |    416/60000 (  1%) ] Loss: 0.6270 top1= 81.2500

=== 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 |   4576/60000 (  8%) ] Loss: 0.5506 top1= 83.2386

=== 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 |   8736/60000 ( 15%) ] Loss: 0.6368 top1= 80.9659

=== 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=0.5199 top1= 85.5769


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5163 top1= 86.1579


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5178 top1= 85.7772

Train epoch 37
[E37B0  |    416/60000 (  1%) ] Loss: 0.6140 top1= 81.5341

=== 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 |   4576/60000 (  8%) ] Loss: 0.5399 top1= 83.2386

=== 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 |   8736/60000 ( 15%) ] Loss: 0.6274 top1= 80.9659

=== 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=0.5091 top1= 85.7973


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5054 top1= 86.2780


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5071 top1= 85.9675

Train epoch 38
[E38B0  |    416/60000 (  1%) ] Loss: 0.6018 top1= 81.5341

=== 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 |   4576/60000 (  8%) ] Loss: 0.5302 top1= 82.9545

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



=== Log clique consensus distance @ E38B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.001


[E38B20 |   8736/60000 ( 15%) ] Loss: 0.6190 top1= 81.5341

=== 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=0.4993 top1= 85.8974


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.4955 top1= 86.3582


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.4972 top1= 86.1879

Train epoch 39
[E39B0  |    416/60000 (  1%) ] Loss: 0.5908 top1= 82.1023

=== Log global consensus distance @ E39B0 ===
consensus_distance=0.000



=== Log clique consensus distance @ E39B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.001


[E39B10 |   4576/60000 (  8%) ] Loss: 0.5213 top1= 83.2386

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



=== Log clique consensus distance @ E39B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.001


[E39B20 |   8736/60000 ( 15%) ] Loss: 0.6116 top1= 81.8182

=== 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=0.4902 top1= 86.0978


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.4864 top1= 86.5685


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.4881 top1= 86.3682

Train epoch 40
[E40B0  |    416/60000 (  1%) ] Loss: 0.5806 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=0.001


[E40B10 |   4576/60000 (  8%) ] Loss: 0.5133 top1= 84.3750

=== Log global consensus distance @ E40B10 ===
consensus_distance=0.000



=== Log clique consensus distance @ E40B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.001


[E40B20 |   8736/60000 ( 15%) ] Loss: 0.6050 top1= 81.8182

=== Log global consensus distance @ E40B20 ===
consensus_distance=0.000



=== Log clique consensus distance @ E40B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.001



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4818 top1= 86.2680


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.4779 top1= 86.7087


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.4797 top1= 86.5585

