
=== Start adding workers ===
=> Add worker SGDMWorker(index=0, momentum=0.9)
=> Add worker SGDMWorker(index=1, momentum=0.9)
=> Add worker SGDMWorker(index=2, momentum=0.9)
=> Add worker SGDMWorker(index=3, momentum=0.9)
=> Add worker SGDMWorker(index=4, momentum=0.9)
=> Add worker SGDMWorker(index=5, momentum=0.9)
=> Add worker SGDMWorker(index=6, momentum=0.9)
=> Add worker SGDMWorker(index=7, momentum=0.9)
=> Add worker SGDMWorker(index=8, momentum=0.9)
=> Add worker SGDMWorker(index=9, momentum=0.9)
=> Add worker SGDMWorker(index=10, momentum=0.9)
=> 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: 2.2704 top1= 17.0455

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



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


[E 1B20 |   8736/60000 ( 15%) ] Loss: 2.2018 top1= 27.8409

=== Log global consensus distance @ E1B20 ===
consensus_distance=0.000



=== Log clique consensus distance @ E1B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.001



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1014 top1= 46.7348


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0998 top1= 47.7865


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1030 top1= 45.6230

Train epoch 2
[E 2B0  |    416/60000 (  1%) ] Loss: 2.0945 top1= 39.4886

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



=== Log clique consensus distance @ E2B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.002


[E 2B10 |   4576/60000 (  8%) ] Loss: 1.9659 top1= 48.8636

=== Log global consensus distance @ E2B10 ===
consensus_distance=0.001



=== Log clique consensus distance @ E2B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.003


[E 2B20 |   8736/60000 ( 15%) ] Loss: 1.7907 top1= 54.2614

=== Log global consensus distance @ E2B20 ===
consensus_distance=0.001



=== Log clique consensus distance @ E2B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5502 top1= 67.0573


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5457 top1= 68.8201


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.5554 top1= 66.5064

Train epoch 3
[E 3B0  |    416/60000 (  1%) ] Loss: 1.5780 top1= 58.2386

=== Log global consensus distance @ E3B0 ===
consensus_distance=0.001



=== Log clique consensus distance @ E3B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.006


[E 3B10 |   4576/60000 (  8%) ] Loss: 1.2626 top1= 69.3182

=== Log global consensus distance @ E3B10 ===
consensus_distance=0.002



=== Log clique consensus distance @ E3B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.008


[E 3B20 |   8736/60000 ( 15%) ] Loss: 1.0729 top1= 73.0114

=== Log global consensus distance @ E3B20 ===
consensus_distance=0.002



=== Log clique consensus distance @ E3B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.009



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8132 top1= 80.2985


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.8092 top1= 81.7208


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.8199 top1= 79.4972

Train epoch 4
[E 4B0  |    416/60000 (  1%) ] Loss: 0.9132 top1= 75.0000

=== Log global consensus distance @ E4B0 ===
consensus_distance=0.002



=== Log clique consensus distance @ E4B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.010


[E 4B10 |   4576/60000 (  8%) ] Loss: 0.6851 top1= 82.1023

=== Log global consensus distance @ E4B10 ===
consensus_distance=0.003



=== Log clique consensus distance @ E4B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.012


[E 4B20 |   8736/60000 ( 15%) ] Loss: 0.6661 top1= 80.6818

=== Log global consensus distance @ E4B20 ===
consensus_distance=0.003



=== Log clique consensus distance @ E4B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.013



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5326 top1= 85.9275


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5330 top1= 86.5885


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5357 top1= 85.6170

Train epoch 5
[E 5B0  |    416/60000 (  1%) ] Loss: 0.6014 top1= 83.8068

=== Log global consensus distance @ E5B0 ===
consensus_distance=0.004



=== Log clique consensus distance @ E5B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.015


[E 5B10 |   4576/60000 (  8%) ] Loss: 0.4796 top1= 85.7955

=== Log global consensus distance @ E5B10 ===
consensus_distance=0.004



=== Log clique consensus distance @ E5B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.016


[E 5B20 |   8736/60000 ( 15%) ] Loss: 0.5140 top1= 86.0795

=== Log global consensus distance @ E5B20 ===
consensus_distance=0.004



=== Log clique consensus distance @ E5B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.017



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4378 top1= 88.0709


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.4391 top1= 88.1310


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.4405 top1= 87.7304

Train epoch 6
[E 6B0  |    416/60000 (  1%) ] Loss: 0.4655 top1= 87.2159

=== Log global consensus distance @ E6B0 ===
consensus_distance=0.004



=== Log clique consensus distance @ E6B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.018


[E 6B10 |   4576/60000 (  8%) ] Loss: 0.3923 top1= 89.2045

=== Log global consensus distance @ E6B10 ===
consensus_distance=0.005



=== Log clique consensus distance @ E6B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.020


[E 6B20 |   8736/60000 ( 15%) ] Loss: 0.4428 top1= 88.6364

=== Log global consensus distance @ E6B20 ===
consensus_distance=0.005



=== Log clique consensus distance @ E6B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.020



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3891 top1= 88.9022


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3900 top1= 88.9623


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3925 top1= 88.8321

Train epoch 7
[E 7B0  |    416/60000 (  1%) ] Loss: 0.3939 top1= 87.5000

=== Log global consensus distance @ E7B0 ===
consensus_distance=0.005



=== Log clique consensus distance @ E7B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.021


[E 7B10 |   4576/60000 (  8%) ] Loss: 0.3415 top1= 91.7614

=== Log global consensus distance @ E7B10 ===
consensus_distance=0.005



=== Log clique consensus distance @ E7B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.022


[E 7B20 |   8736/60000 ( 15%) ] Loss: 0.3976 top1= 89.7727

=== Log global consensus distance @ E7B20 ===
consensus_distance=0.005



=== Log clique consensus distance @ E7B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.022



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3588 top1= 89.6034


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3595 top1= 89.6935


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3634 top1= 89.4932

Train epoch 8
[E 8B0  |    416/60000 (  1%) ] Loss: 0.3481 top1= 89.2045

=== Log global consensus distance @ E8B0 ===
consensus_distance=0.006



=== Log clique consensus distance @ E8B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.023


[E 8B10 |   4576/60000 (  8%) ] Loss: 0.3060 top1= 92.0455

=== Log global consensus distance @ E8B10 ===
consensus_distance=0.006



=== Log clique consensus distance @ E8B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.024


[E 8B20 |   8736/60000 ( 15%) ] Loss: 0.3638 top1= 91.4773

=== Log global consensus distance @ E8B20 ===
consensus_distance=0.006



=== Log clique consensus distance @ E8B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.024



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3378 top1= 90.1242


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3383 top1= 90.1442


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3429 top1= 89.8438

Train epoch 9
[E 9B0  |    416/60000 (  1%) ] Loss: 0.3149 top1= 90.0568

=== Log global consensus distance @ E9B0 ===
consensus_distance=0.006



=== Log clique consensus distance @ E9B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.024


[E 9B10 |   4576/60000 (  8%) ] Loss: 0.2754 top1= 93.1818

=== Log global consensus distance @ E9B10 ===
consensus_distance=0.006



=== Log clique consensus distance @ E9B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.025


[E 9B20 |   8736/60000 ( 15%) ] Loss: 0.3359 top1= 91.1932

=== Log global consensus distance @ E9B20 ===
consensus_distance=0.006



=== Log clique consensus distance @ E9B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.025



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3216 top1= 90.5549


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3221 top1= 90.5649


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3271 top1= 90.2945

Train epoch 10
[E10B0  |    416/60000 (  1%) ] Loss: 0.2886 top1= 91.4773

=== Log global consensus distance @ E10B0 ===
consensus_distance=0.006



=== Log clique consensus distance @ E10B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.025


[E10B10 |   4576/60000 (  8%) ] Loss: 0.2516 top1= 92.8977

=== Log global consensus distance @ E10B10 ===
consensus_distance=0.006



=== Log clique consensus distance @ E10B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.025


[E10B20 |   8736/60000 ( 15%) ] Loss: 0.3122 top1= 91.4773

=== Log global consensus distance @ E10B20 ===
consensus_distance=0.006



=== Log clique consensus distance @ E10B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.025



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3086 top1= 90.8954


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3094 top1= 90.9455


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3141 top1= 90.7552

Train epoch 11
[E11B0  |    416/60000 (  1%) ] Loss: 0.2670 top1= 91.7614

=== Log global consensus distance @ E11B0 ===
consensus_distance=0.006



=== Log clique consensus distance @ E11B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.026


[E11B10 |   4576/60000 (  8%) ] Loss: 0.2309 top1= 93.4659

=== Log global consensus distance @ E11B10 ===
consensus_distance=0.006



=== Log clique consensus distance @ E11B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.026


[E11B20 |   8736/60000 ( 15%) ] Loss: 0.2890 top1= 92.3295

=== Log global consensus distance @ E11B20 ===
consensus_distance=0.006



=== Log clique consensus distance @ E11B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.026



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2975 top1= 91.3161


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2984 top1= 91.3462


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3031 top1= 91.0056

Train epoch 12
[E12B0  |    416/60000 (  1%) ] Loss: 0.2475 top1= 92.6136

=== Log global consensus distance @ E12B0 ===
consensus_distance=0.006



=== Log clique consensus distance @ E12B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.026


[E12B10 |   4576/60000 (  8%) ] Loss: 0.2132 top1= 94.3182

=== Log global consensus distance @ E12B10 ===
consensus_distance=0.006



=== Log clique consensus distance @ E12B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.026


[E12B20 |   8736/60000 ( 15%) ] Loss: 0.2683 top1= 92.3295

=== Log global consensus distance @ E12B20 ===
consensus_distance=0.006



=== Log clique consensus distance @ E12B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.026



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2886 top1= 91.5966


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2893 top1= 91.6366


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2939 top1= 91.2159

Train epoch 13
[E13B0  |    416/60000 (  1%) ] Loss: 0.2302 top1= 93.4659

=== Log global consensus distance @ E13B0 ===
consensus_distance=0.006



=== Log clique consensus distance @ E13B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.026


[E13B10 |   4576/60000 (  8%) ] Loss: 0.1989 top1= 94.3182

=== Log global consensus distance @ E13B10 ===
consensus_distance=0.006



=== Log clique consensus distance @ E13B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.026


[E13B20 |   8736/60000 ( 15%) ] Loss: 0.2482 top1= 92.6136

=== Log global consensus distance @ E13B20 ===
consensus_distance=0.006



=== Log clique consensus distance @ E13B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.026



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2806 top1= 91.7368


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2816 top1= 91.8169


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2858 top1= 91.4964

Train epoch 14
[E14B0  |    416/60000 (  1%) ] Loss: 0.2137 top1= 94.8864

=== Log global consensus distance @ E14B0 ===
consensus_distance=0.006



=== Log clique consensus distance @ E14B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.026


[E14B10 |   4576/60000 (  8%) ] Loss: 0.1827 top1= 94.8864

=== Log global consensus distance @ E14B10 ===
consensus_distance=0.006



=== Log clique consensus distance @ E14B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.027


[E14B20 |   8736/60000 ( 15%) ] Loss: 0.2304 top1= 93.4659

=== Log global consensus distance @ E14B20 ===
consensus_distance=0.006



=== Log clique consensus distance @ E14B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.026



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2740 top1= 91.8369


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2749 top1= 92.0373


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2792 top1= 91.6567

Train epoch 15
[E15B0  |    416/60000 (  1%) ] Loss: 0.1987 top1= 95.1705

=== Log global consensus distance @ E15B0 ===
consensus_distance=0.006



=== Log clique consensus distance @ E15B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.027


[E15B10 |   4576/60000 (  8%) ] Loss: 0.1693 top1= 95.1705

=== Log global consensus distance @ E15B10 ===
consensus_distance=0.006



=== Log clique consensus distance @ E15B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.027


[E15B20 |   8736/60000 ( 15%) ] Loss: 0.2128 top1= 94.0341

=== Log global consensus distance @ E15B20 ===
consensus_distance=0.006



=== Log clique consensus distance @ E15B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.026



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2678 top1= 92.1074


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2689 top1= 92.1174


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2726 top1= 91.8369

Train epoch 16
[E16B0  |    416/60000 (  1%) ] Loss: 0.1851 top1= 95.1705

=== Log global consensus distance @ E16B0 ===
consensus_distance=0.006



=== Log clique consensus distance @ E16B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.027


[E16B10 |   4576/60000 (  8%) ] Loss: 0.1565 top1= 95.4545

=== Log global consensus distance @ E16B10 ===
consensus_distance=0.006



=== Log clique consensus distance @ E16B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.027


[E16B20 |   8736/60000 ( 15%) ] Loss: 0.1976 top1= 94.8864

=== Log global consensus distance @ E16B20 ===
consensus_distance=0.006



=== Log clique consensus distance @ E16B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.026



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2629 top1= 92.1775


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2639 top1= 92.2776


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2675 top1= 92.0272

Train epoch 17
[E17B0  |    416/60000 (  1%) ] Loss: 0.1729 top1= 95.1705

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



=== Log clique consensus distance @ E17B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.026


[E17B10 |   4576/60000 (  8%) ] Loss: 0.1455 top1= 96.3068

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



=== Log clique consensus distance @ E17B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.026


[E17B20 |   8736/60000 ( 15%) ] Loss: 0.1831 top1= 95.1705

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



=== Log clique consensus distance @ E17B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.026



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2586 top1= 92.2977


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2595 top1= 92.4279


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2627 top1= 92.2376

Train epoch 18
[E18B0  |    416/60000 (  1%) ] Loss: 0.1605 top1= 95.1705

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



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


[E18B10 |   4576/60000 (  8%) ] Loss: 0.1350 top1= 96.8750

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



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


[E18B20 |   8736/60000 ( 15%) ] Loss: 0.1701 top1= 95.7386

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



=== Log clique consensus distance @ E18B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.026



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2549 top1= 92.4179


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2555 top1= 92.5080


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2590 top1= 92.3077

Train epoch 19
[E19B0  |    416/60000 (  1%) ] Loss: 0.1506 top1= 95.7386

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



=== Log clique consensus distance @ E19B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.026


[E19B10 |   4576/60000 (  8%) ] Loss: 0.1255 top1= 97.1591

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



=== Log clique consensus distance @ E19B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.026


[E19B20 |   8736/60000 ( 15%) ] Loss: 0.1579 top1= 95.7386

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



=== Log clique consensus distance @ E19B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.025



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2516 top1= 92.5381


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2525 top1= 92.5881


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2550 top1= 92.4479

Train epoch 20
[E20B0  |    416/60000 (  1%) ] Loss: 0.1402 top1= 96.0227

=== Log global consensus distance @ E20B0 ===
consensus_distance=0.006



=== Log clique consensus distance @ E20B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.026


[E20B10 |   4576/60000 (  8%) ] Loss: 0.1159 top1= 98.0114

=== Log global consensus distance @ E20B10 ===
consensus_distance=0.006



=== Log clique consensus distance @ E20B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.026


[E20B20 |   8736/60000 ( 15%) ] Loss: 0.1464 top1= 96.0227

=== Log global consensus distance @ E20B20 ===
consensus_distance=0.006



=== Log clique consensus distance @ E20B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.025



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2488 top1= 92.5781


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2496 top1= 92.6683


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2521 top1= 92.5280

Train epoch 21
[E21B0  |    416/60000 (  1%) ] Loss: 0.1305 top1= 96.3068

=== Log global consensus distance @ E21B0 ===
consensus_distance=0.006



=== Log clique consensus distance @ E21B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.025


[E21B10 |   4576/60000 (  8%) ] Loss: 0.1083 top1= 98.2955

=== Log global consensus distance @ E21B10 ===
consensus_distance=0.006



=== Log clique consensus distance @ E21B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.025


[E21B20 |   8736/60000 ( 15%) ] Loss: 0.1368 top1= 96.5909

=== Log global consensus distance @ E21B20 ===
consensus_distance=0.006



=== Log clique consensus distance @ E21B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.025



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2463 top1= 92.6082


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2469 top1= 92.8385


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2490 top1= 92.6082

Train epoch 22
[E22B0  |    416/60000 (  1%) ] Loss: 0.1212 top1= 96.5909

=== Log global consensus distance @ E22B0 ===
consensus_distance=0.006



=== Log clique consensus distance @ E22B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.025


[E22B10 |   4576/60000 (  8%) ] Loss: 0.1004 top1= 98.5795

=== Log global consensus distance @ E22B10 ===
consensus_distance=0.006



=== Log clique consensus distance @ E22B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.025


[E22B20 |   8736/60000 ( 15%) ] Loss: 0.1273 top1= 96.8750

=== Log global consensus distance @ E22B20 ===
consensus_distance=0.006



=== Log clique consensus distance @ E22B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.024



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2440 top1= 92.7183


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2450 top1= 92.8686


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2459 top1= 92.7183

Train epoch 23
[E23B0  |    416/60000 (  1%) ] Loss: 0.1134 top1= 97.1591

=== Log global consensus distance @ E23B0 ===
consensus_distance=0.006



=== Log clique consensus distance @ E23B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.024


[E23B10 |   4576/60000 (  8%) ] Loss: 0.0939 top1= 98.5795

=== Log global consensus distance @ E23B10 ===
consensus_distance=0.006



=== Log clique consensus distance @ E23B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.024


[E23B20 |   8736/60000 ( 15%) ] Loss: 0.1188 top1= 96.8750

=== Log global consensus distance @ E23B20 ===
consensus_distance=0.006



=== Log clique consensus distance @ E23B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.024



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2426 top1= 92.7183


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2434 top1= 92.9387


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2442 top1= 92.7985

Train epoch 24
[E24B0  |    416/60000 (  1%) ] Loss: 0.1040 top1= 97.4432

=== Log global consensus distance @ E24B0 ===
consensus_distance=0.006



=== Log clique consensus distance @ E24B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.024


[E24B10 |   4576/60000 (  8%) ] Loss: 0.0877 top1= 98.5795

=== Log global consensus distance @ E24B10 ===
consensus_distance=0.006



=== Log clique consensus distance @ E24B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.024


[E24B20 |   8736/60000 ( 15%) ] Loss: 0.1112 top1= 96.8750

=== Log global consensus distance @ E24B20 ===
consensus_distance=0.006



=== Log clique consensus distance @ E24B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.024



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2407 top1= 92.8085


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2415 top1= 92.9988


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2417 top1= 92.8986

Train epoch 25
[E25B0  |    416/60000 (  1%) ] Loss: 0.0965 top1= 97.4432

=== Log global consensus distance @ E25B0 ===
consensus_distance=0.005



=== Log clique consensus distance @ E25B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.023


[E25B10 |   4576/60000 (  8%) ] Loss: 0.0821 top1= 98.8636

=== Log global consensus distance @ E25B10 ===
consensus_distance=0.005



=== Log clique consensus distance @ E25B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.023


[E25B20 |   8736/60000 ( 15%) ] Loss: 0.1041 top1= 97.4432

=== Log global consensus distance @ E25B20 ===
consensus_distance=0.005



=== Log clique consensus distance @ E25B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.023



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2396 top1= 92.8786


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2406 top1= 92.9788


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2397 top1= 92.9587

Train epoch 26
[E26B0  |    416/60000 (  1%) ] Loss: 0.0898 top1= 97.7273

=== Log global consensus distance @ E26B0 ===
consensus_distance=0.005



=== Log clique consensus distance @ E26B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.023


[E26B10 |   4576/60000 (  8%) ] Loss: 0.0767 top1= 98.8636

=== Log global consensus distance @ E26B10 ===
consensus_distance=0.005



=== Log clique consensus distance @ E26B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.023


[E26B20 |   8736/60000 ( 15%) ] Loss: 0.0975 top1= 98.0114

=== Log global consensus distance @ E26B20 ===
consensus_distance=0.005



=== Log clique consensus distance @ E26B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.022



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2386 top1= 92.8986


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2398 top1= 93.0689


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2382 top1= 93.0288

Train epoch 27
[E27B0  |    416/60000 (  1%) ] Loss: 0.0832 top1= 98.0114

=== Log global consensus distance @ E27B0 ===
consensus_distance=0.005



=== Log clique consensus distance @ E27B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.022


[E27B10 |   4576/60000 (  8%) ] Loss: 0.0715 top1= 98.8636

=== Log global consensus distance @ E27B10 ===
consensus_distance=0.005



=== Log clique consensus distance @ E27B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.022


[E27B20 |   8736/60000 ( 15%) ] Loss: 0.0919 top1= 98.0114

=== Log global consensus distance @ E27B20 ===
consensus_distance=0.005



=== Log clique consensus distance @ E27B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.022



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2377 top1= 92.9187


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2391 top1= 93.1090


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2370 top1= 93.0990

Train epoch 28
[E28B0  |    416/60000 (  1%) ] Loss: 0.0767 top1= 98.2955

=== Log global consensus distance @ E28B0 ===
consensus_distance=0.005



=== Log clique consensus distance @ E28B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.021


[E28B10 |   4576/60000 (  8%) ] Loss: 0.0669 top1= 98.8636

=== Log global consensus distance @ E28B10 ===
consensus_distance=0.005



=== Log clique consensus distance @ E28B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.021


[E28B20 |   8736/60000 ( 15%) ] Loss: 0.0863 top1= 98.0114

=== Log global consensus distance @ E28B20 ===
consensus_distance=0.005



=== Log clique consensus distance @ E28B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.021



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2374 top1= 92.9187


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2385 top1= 93.1290


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2362 top1= 93.1591

Train epoch 29
[E29B0  |    416/60000 (  1%) ] Loss: 0.0710 top1= 98.2955

=== Log global consensus distance @ E29B0 ===
consensus_distance=0.005



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


[E29B10 |   4576/60000 (  8%) ] Loss: 0.0625 top1= 99.1477

=== Log global consensus distance @ E29B10 ===
consensus_distance=0.005



=== Log clique consensus distance @ E29B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.020


[E29B20 |   8736/60000 ( 15%) ] Loss: 0.0812 top1= 98.0114

=== Log global consensus distance @ E29B20 ===
consensus_distance=0.005



=== Log clique consensus distance @ E29B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.020



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2368 top1= 92.9988


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2383 top1= 93.1490


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2348 top1= 93.2292

Train epoch 30
[E30B0  |    416/60000 (  1%) ] Loss: 0.0661 top1= 98.5795

=== Log global consensus distance @ E30B0 ===
consensus_distance=0.005



=== Log clique consensus distance @ E30B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.020


[E30B10 |   4576/60000 (  8%) ] Loss: 0.0578 top1= 99.1477

=== Log global consensus distance @ E30B10 ===
consensus_distance=0.005



=== Log clique consensus distance @ E30B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.020


[E30B20 |   8736/60000 ( 15%) ] Loss: 0.0761 top1= 98.2955

=== Log global consensus distance @ E30B20 ===
consensus_distance=0.005



=== Log clique consensus distance @ E30B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.020



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2367 top1= 93.0489


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2382 top1= 93.1791


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2345 top1= 93.3093

Train epoch 31
[E31B0  |    416/60000 (  1%) ] Loss: 0.0605 top1= 99.4318

=== Log global consensus distance @ E31B0 ===
consensus_distance=0.004



=== Log clique consensus distance @ E31B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.019


[E31B10 |   4576/60000 (  8%) ] Loss: 0.0542 top1= 99.1477

=== Log global consensus distance @ E31B10 ===
consensus_distance=0.004



=== Log clique consensus distance @ E31B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.019


[E31B20 |   8736/60000 ( 15%) ] Loss: 0.0710 top1= 98.2955

=== Log global consensus distance @ E31B20 ===
consensus_distance=0.004



=== Log clique consensus distance @ E31B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.019



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2370 top1= 93.0689


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2382 top1= 93.2292


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2343 top1= 93.3293

Train epoch 32
[E32B0  |    416/60000 (  1%) ] Loss: 0.0562 top1= 99.4318

=== Log global consensus distance @ E32B0 ===
consensus_distance=0.004



=== Log clique consensus distance @ E32B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.018


[E32B10 |   4576/60000 (  8%) ] Loss: 0.0505 top1= 99.1477

=== Log global consensus distance @ E32B10 ===
consensus_distance=0.004



=== Log clique consensus distance @ E32B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.018


[E32B20 |   8736/60000 ( 15%) ] Loss: 0.0672 top1= 98.8636

=== Log global consensus distance @ E32B20 ===
consensus_distance=0.004



=== Log clique consensus distance @ E32B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.018



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2371 top1= 93.0990


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2386 top1= 93.2392


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2338 top1= 93.3894

Train epoch 33
[E33B0  |    416/60000 (  1%) ] Loss: 0.0515 top1=100.0000

=== Log global consensus distance @ E33B0 ===
consensus_distance=0.004



=== Log clique consensus distance @ E33B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.017


[E33B10 |   4576/60000 (  8%) ] Loss: 0.0467 top1= 99.1477

=== Log global consensus distance @ E33B10 ===
consensus_distance=0.004



=== Log clique consensus distance @ E33B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.017


[E33B20 |   8736/60000 ( 15%) ] Loss: 0.0625 top1= 98.8636

=== Log global consensus distance @ E33B20 ===
consensus_distance=0.004



=== Log clique consensus distance @ E33B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.017



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2376 top1= 93.0789


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2391 top1= 93.2592


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2343 top1= 93.3794

Train epoch 34
[E34B0  |    416/60000 (  1%) ] Loss: 0.0480 top1=100.0000

=== Log global consensus distance @ E34B0 ===
consensus_distance=0.004



=== Log clique consensus distance @ E34B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.016


[E34B10 |   4576/60000 (  8%) ] Loss: 0.0431 top1= 99.4318

=== Log global consensus distance @ E34B10 ===
consensus_distance=0.004



=== Log clique consensus distance @ E34B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.016


[E34B20 |   8736/60000 ( 15%) ] Loss: 0.0593 top1= 98.8636

=== Log global consensus distance @ E34B20 ===
consensus_distance=0.004



=== Log clique consensus distance @ E34B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.016



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2385 top1= 93.1290


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2406 top1= 93.2091


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2344 top1= 93.4796

Train epoch 35
[E35B0  |    416/60000 (  1%) ] Loss: 0.0448 top1=100.0000

=== Log global consensus distance @ E35B0 ===
consensus_distance=0.004



=== Log clique consensus distance @ E35B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.016


[E35B10 |   4576/60000 (  8%) ] Loss: 0.0407 top1= 99.4318

=== Log global consensus distance @ E35B10 ===
consensus_distance=0.004



=== Log clique consensus distance @ E35B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.015


[E35B20 |   8736/60000 ( 15%) ] Loss: 0.0550 top1= 98.8636

=== Log global consensus distance @ E35B20 ===
consensus_distance=0.004



=== Log clique consensus distance @ E35B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.015



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2394 top1= 93.2091


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2411 top1= 93.2192


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2351 top1= 93.5196

Train epoch 36
[E36B0  |    416/60000 (  1%) ] Loss: 0.0417 top1=100.0000

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



=== Log clique consensus distance @ E36B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.015


[E36B10 |   4576/60000 (  8%) ] Loss: 0.0377 top1= 99.4318

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



=== Log clique consensus distance @ E36B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.015


[E36B20 |   8736/60000 ( 15%) ] Loss: 0.0516 top1= 99.1477

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



=== Log clique consensus distance @ E36B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.015



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2402 top1= 93.2692


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2422 top1= 93.2492


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2358 top1= 93.4796

Train epoch 37
[E37B0  |    416/60000 (  1%) ] Loss: 0.0388 top1=100.0000

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



=== Log clique consensus distance @ E37B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.014


[E37B10 |   4576/60000 (  8%) ] Loss: 0.0350 top1= 99.4318

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



=== Log clique consensus distance @ E37B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.014


[E37B20 |   8736/60000 ( 15%) ] Loss: 0.0478 top1= 99.4318

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



=== Log clique consensus distance @ E37B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.014



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2416 top1= 93.2292


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2438 top1= 93.2893


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2367 top1= 93.4896

Train epoch 38
[E38B0  |    416/60000 (  1%) ] Loss: 0.0364 top1=100.0000

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



=== Log clique consensus distance @ E38B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.013


[E38B10 |   4576/60000 (  8%) ] Loss: 0.0325 top1= 99.4318

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



=== Log clique consensus distance @ E38B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.013


[E38B20 |   8736/60000 ( 15%) ] Loss: 0.0454 top1= 99.4318

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



=== Log clique consensus distance @ E38B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.013



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2426 top1= 93.2792


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2452 top1= 93.2893


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2376 top1= 93.4295

Train epoch 39
[E39B0  |    416/60000 (  1%) ] Loss: 0.0341 top1=100.0000

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



=== Log clique consensus distance @ E39B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.013


[E39B10 |   4576/60000 (  8%) ] Loss: 0.0303 top1= 99.4318

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



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


[E39B20 |   8736/60000 ( 15%) ] Loss: 0.0415 top1= 99.4318

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



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2445 top1= 93.3093


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2469 top1= 93.2993


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2395 top1= 93.4295

Train epoch 40
[E40B0  |    416/60000 (  1%) ] Loss: 0.0319 top1=100.0000

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



=== Log clique consensus distance @ E40B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.012


[E40B10 |   4576/60000 (  8%) ] Loss: 0.0283 top1= 99.7159

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



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


[E40B20 |   8736/60000 ( 15%) ] Loss: 0.0393 top1= 99.4318

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



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2452 top1= 93.2692


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2478 top1= 93.3494


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2407 top1= 93.4195

