
=== 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: 2.2967 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: 2.2866 top1= 10.5114

=== 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=2.2777 top1= 17.4279


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2779 top1= 17.2376


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2778 top1= 17.5681

Train epoch 2
[E 2B0  |    416/60000 (  1%) ] Loss: 2.2766 top1= 12.7841

=== 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: 2.2696 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: 2.2605 top1= 14.2045

=== 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=2.2519 top1= 26.1619


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2519 top1= 26.4123


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2521 top1= 26.4022

Train epoch 3
[E 3B0  |    416/60000 (  1%) ] Loss: 2.2482 top1= 19.3182

=== 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: 2.2422 top1= 22.4432

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



=== Log clique consensus distance @ E3B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.001


[E 3B20 |   8736/60000 ( 15%) ] Loss: 2.2326 top1= 20.4545

=== Log global consensus distance @ E3B20 ===
consensus_distance=0.000



=== Log clique consensus distance @ E3B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.001



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2239 top1= 29.2668


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2237 top1= 30.2384


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2245 top1= 31.5204

Train epoch 4
[E 4B0  |    416/60000 (  1%) ] Loss: 2.2186 top1= 25.2841

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



=== Log clique consensus distance @ E4B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.001


[E 4B10 |   4576/60000 (  8%) ] Loss: 2.2122 top1= 26.7045

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



=== Log clique consensus distance @ E4B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.001


[E 4B20 |   8736/60000 ( 15%) ] Loss: 2.2017 top1= 27.2727

=== Log global consensus distance @ E4B20 ===
consensus_distance=0.000



=== Log clique consensus distance @ E4B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.001



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1924 top1= 37.7103


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1924 top1= 35.4067


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1937 top1= 39.7035

Train epoch 5
[E 5B0  |    416/60000 (  1%) ] Loss: 2.1864 top1= 30.9659

=== Log global consensus distance @ E5B0 ===
consensus_distance=0.001



=== Log clique consensus distance @ E5B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.001


[E 5B10 |   4576/60000 (  8%) ] Loss: 2.1786 top1= 33.8068

=== Log global consensus distance @ E5B10 ===
consensus_distance=0.001



=== Log clique consensus distance @ E5B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.002


[E 5B20 |   8736/60000 ( 15%) ] Loss: 2.1674 top1= 32.6705

=== Log global consensus distance @ E5B20 ===
consensus_distance=0.001



=== Log clique consensus distance @ E5B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.002



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1574 top1= 41.4964


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1577 top1= 41.3361


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1596 top1= 42.5080

Train epoch 6
[E 6B0  |    416/60000 (  1%) ] Loss: 2.1515 top1= 35.5114

=== Log global consensus distance @ E6B0 ===
consensus_distance=0.001



=== Log clique consensus distance @ E6B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.002


[E 6B10 |   4576/60000 (  8%) ] Loss: 2.1412 top1= 39.2045

=== Log global consensus distance @ E6B10 ===
consensus_distance=0.001



=== Log clique consensus distance @ E6B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.002


[E 6B20 |   8736/60000 ( 15%) ] Loss: 2.1290 top1= 38.9205

=== Log global consensus distance @ E6B20 ===
consensus_distance=0.001



=== Log clique consensus distance @ E6B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.003



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1183 top1= 44.2808


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1190 top1= 45.1823


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1219 top1= 44.3109

Train epoch 7
[E 7B0  |    416/60000 (  1%) ] Loss: 2.1131 top1= 39.2045

=== Log global consensus distance @ E7B0 ===
consensus_distance=0.001



=== Log clique consensus distance @ E7B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.003


[E 7B10 |   4576/60000 (  8%) ] Loss: 2.0991 top1= 41.4773

=== Log global consensus distance @ E7B10 ===
consensus_distance=0.001



=== Log clique consensus distance @ E7B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004


[E 7B20 |   8736/60000 ( 15%) ] Loss: 2.0858 top1= 43.4659

=== Log global consensus distance @ E7B20 ===
consensus_distance=0.001



=== Log clique consensus distance @ E7B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.0744 top1= 47.0954


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0751 top1= 49.0184


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0798 top1= 46.3842

Train epoch 8
[E 8B0  |    416/60000 (  1%) ] Loss: 2.0699 top1= 41.1932

=== Log global consensus distance @ E8B0 ===
consensus_distance=0.002



=== Log clique consensus distance @ E8B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004


[E 8B10 |   4576/60000 (  8%) ] Loss: 2.0514 top1= 45.7386

=== Log global consensus distance @ E8B10 ===
consensus_distance=0.002



=== Log clique consensus distance @ E8B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005


[E 8B20 |   8736/60000 ( 15%) ] Loss: 2.0374 top1= 46.5909

=== Log global consensus distance @ E8B20 ===
consensus_distance=0.002



=== Log clique consensus distance @ E8B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.0250 top1= 50.0300


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0254 top1= 52.5541


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0327 top1= 49.0084

Train epoch 9
[E 9B0  |    416/60000 (  1%) ] Loss: 2.0213 top1= 44.0341

=== Log global consensus distance @ E9B0 ===
consensus_distance=0.002



=== Log clique consensus distance @ E9B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.006


[E 9B10 |   4576/60000 (  8%) ] Loss: 1.9978 top1= 49.7159

=== Log global consensus distance @ E9B10 ===
consensus_distance=0.002



=== Log clique consensus distance @ E9B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.006


[E 9B20 |   8736/60000 ( 15%) ] Loss: 1.9834 top1= 50.5682

=== Log global consensus distance @ E9B20 ===
consensus_distance=0.002



=== Log clique consensus distance @ E9B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.9696 top1= 53.0248


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9697 top1= 55.8994


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.9795 top1= 52.1534

Train epoch 10
[E10B0  |    416/60000 (  1%) ] Loss: 1.9668 top1= 47.4432

=== Log global consensus distance @ E10B0 ===
consensus_distance=0.003



=== Log clique consensus distance @ E10B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007


[E10B10 |   4576/60000 (  8%) ] Loss: 1.9373 top1= 52.2727

=== Log global consensus distance @ E10B10 ===
consensus_distance=0.003



=== Log clique consensus distance @ E10B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.008


[E10B20 |   8736/60000 ( 15%) ] Loss: 1.9232 top1= 52.8409

=== Log global consensus distance @ E10B20 ===
consensus_distance=0.003



=== Log clique consensus distance @ E10B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.009



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.9073 top1= 56.1298


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9076 top1= 58.7941


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.9196 top1= 55.3986

Train epoch 11
[E11B0  |    416/60000 (  1%) ] Loss: 1.9062 top1= 51.4205

=== Log global consensus distance @ E11B0 ===
consensus_distance=0.003



=== Log clique consensus distance @ E11B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.009


[E11B10 |   4576/60000 (  8%) ] Loss: 1.8693 top1= 55.9659

=== Log global consensus distance @ E11B10 ===
consensus_distance=0.004



=== Log clique consensus distance @ E11B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.010


[E11B20 |   8736/60000 ( 15%) ] Loss: 1.8568 top1= 55.1136

=== Log global consensus distance @ E11B20 ===
consensus_distance=0.004



=== Log clique consensus distance @ E11B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.011



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8381 top1= 58.7540


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8384 top1= 61.4884


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.8525 top1= 58.7139

Train epoch 12
[E12B0  |    416/60000 (  1%) ] Loss: 1.8390 top1= 53.9773

=== Log global consensus distance @ E12B0 ===
consensus_distance=0.004



=== Log clique consensus distance @ E12B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.012


[E12B10 |   4576/60000 (  8%) ] Loss: 1.7939 top1= 58.5227

=== Log global consensus distance @ E12B10 ===
consensus_distance=0.004



=== Log clique consensus distance @ E12B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.012


[E12B20 |   8736/60000 ( 15%) ] Loss: 1.7836 top1= 56.5341

=== Log global consensus distance @ E12B20 ===
consensus_distance=0.005



=== Log clique consensus distance @ E12B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.013



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.7618 top1= 61.3682


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7622 top1= 64.0725


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.7785 top1= 61.4784

Train epoch 13
[E13B0  |    416/60000 (  1%) ] Loss: 1.7658 top1= 55.9659

=== Log global consensus distance @ E13B0 ===
consensus_distance=0.005



=== Log clique consensus distance @ E13B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.014


[E13B10 |   4576/60000 (  8%) ] Loss: 1.7113 top1= 60.5114

=== Log global consensus distance @ E13B10 ===
consensus_distance=0.005



=== Log clique consensus distance @ E13B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.015


[E13B20 |   8736/60000 ( 15%) ] Loss: 1.7045 top1= 58.5227

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



=== Log clique consensus distance @ E13B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.016



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.6788 top1= 63.7520


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6793 top1= 66.4864


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.6981 top1= 64.5633

Train epoch 14
[E14B0  |    416/60000 (  1%) ] Loss: 1.6871 top1= 56.2500

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



=== Log clique consensus distance @ E14B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.017


[E14B10 |   4576/60000 (  8%) ] Loss: 1.6229 top1= 63.3523

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



=== Log clique consensus distance @ E14B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.018


[E14B20 |   8736/60000 ( 15%) ] Loss: 1.6208 top1= 60.7955

=== Log global consensus distance @ E14B20 ===
consensus_distance=0.007



=== Log clique consensus distance @ E14B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.019



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5903 top1= 66.1358


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5907 top1= 68.7700


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.6122 top1= 67.2075

Train epoch 15
[E15B0  |    416/60000 (  1%) ] Loss: 1.6043 top1= 58.5227

=== Log global consensus distance @ E15B0 ===
consensus_distance=0.007



=== Log clique consensus distance @ E15B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.020


[E15B10 |   4576/60000 (  8%) ] Loss: 1.5299 top1= 66.1932

=== Log global consensus distance @ E15B10 ===
consensus_distance=0.007



=== Log clique consensus distance @ E15B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.021


[E15B20 |   8736/60000 ( 15%) ] Loss: 1.5338 top1= 63.6364

=== Log global consensus distance @ E15B20 ===
consensus_distance=0.008



=== Log clique consensus distance @ E15B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.022



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.4979 top1= 68.5697


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4982 top1= 71.0036


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.5220 top1= 69.4611

Train epoch 16
[E16B0  |    416/60000 (  1%) ] Loss: 1.5180 top1= 61.6477

=== Log global consensus distance @ E16B0 ===
consensus_distance=0.008



=== Log clique consensus distance @ E16B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.023


[E16B10 |   4576/60000 (  8%) ] Loss: 1.4343 top1= 68.7500

=== Log global consensus distance @ E16B10 ===
consensus_distance=0.009



=== Log clique consensus distance @ E16B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.024


[E16B20 |   8736/60000 ( 15%) ] Loss: 1.4455 top1= 65.0568

=== Log global consensus distance @ E16B20 ===
consensus_distance=0.009



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.4038 top1= 71.0737


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4039 top1= 73.2372


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4293 top1= 71.6647

Train epoch 17
[E17B0  |    416/60000 (  1%) ] Loss: 1.4306 top1= 63.3523

=== Log global consensus distance @ E17B0 ===
consensus_distance=0.010



=== Log clique consensus distance @ E17B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.027


[E17B10 |   4576/60000 (  8%) ] Loss: 1.3383 top1= 70.7386

=== Log global consensus distance @ E17B10 ===
consensus_distance=0.010



=== Log clique consensus distance @ E17B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.028


[E17B20 |   8736/60000 ( 15%) ] Loss: 1.3580 top1= 67.0455

=== Log global consensus distance @ E17B20 ===
consensus_distance=0.011



=== Log clique consensus distance @ E17B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.030



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.3104 top1= 73.0569


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3105 top1= 74.9399


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3363 top1= 73.7780

Train epoch 18
[E18B0  |    416/60000 (  1%) ] Loss: 1.3443 top1= 65.9091

=== Log global consensus distance @ E18B0 ===
consensus_distance=0.011



=== Log clique consensus distance @ E18B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.031


[E18B10 |   4576/60000 (  8%) ] Loss: 1.2445 top1= 73.2955

=== Log global consensus distance @ E18B10 ===
consensus_distance=0.012



=== Log clique consensus distance @ E18B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.032


[E18B20 |   8736/60000 ( 15%) ] Loss: 1.2731 top1= 67.6136

=== Log global consensus distance @ E18B20 ===
consensus_distance=0.012



=== Log clique consensus distance @ E18B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.034



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.2202 top1= 75.0801


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2202 top1= 76.6026


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.2452 top1= 75.6210

Train epoch 19
[E19B0  |    416/60000 (  1%) ] Loss: 1.2605 top1= 68.4659

=== Log global consensus distance @ E19B0 ===
consensus_distance=0.013



=== Log clique consensus distance @ E19B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.035


[E19B10 |   4576/60000 (  8%) ] Loss: 1.1548 top1= 74.7159

=== Log global consensus distance @ E19B10 ===
consensus_distance=0.013



=== Log clique consensus distance @ E19B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.037


[E19B20 |   8736/60000 ( 15%) ] Loss: 1.1925 top1= 68.7500

=== Log global consensus distance @ E19B20 ===
consensus_distance=0.014



=== Log clique consensus distance @ E19B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.038



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.1350 top1= 76.6526


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.1352 top1= 77.8846


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.1584 top1= 77.2135

Train epoch 20
[E20B0  |    416/60000 (  1%) ] Loss: 1.1813 top1= 69.8864

=== Log global consensus distance @ E20B0 ===
consensus_distance=0.014



=== Log clique consensus distance @ E20B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.040


[E20B10 |   4576/60000 (  8%) ] Loss: 1.0713 top1= 75.2841

=== Log global consensus distance @ E20B10 ===
consensus_distance=0.015



=== Log clique consensus distance @ E20B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.041


[E20B20 |   8736/60000 ( 15%) ] Loss: 1.1177 top1= 71.3068

=== Log global consensus distance @ E20B20 ===
consensus_distance=0.015



=== Log clique consensus distance @ E20B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.043



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0564 top1= 77.9046


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.0568 top1= 78.9363


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.0777 top1= 78.7059

Train epoch 21
[E21B0  |    416/60000 (  1%) ] Loss: 1.1072 top1= 70.7386

=== Log global consensus distance @ E21B0 ===
consensus_distance=0.016



=== Log clique consensus distance @ E21B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.044


[E21B10 |   4576/60000 (  8%) ] Loss: 0.9950 top1= 76.7045

=== Log global consensus distance @ E21B10 ===
consensus_distance=0.016



=== Log clique consensus distance @ E21B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.046


[E21B20 |   8736/60000 ( 15%) ] Loss: 1.0491 top1= 74.1477

=== Log global consensus distance @ E21B20 ===
consensus_distance=0.017



=== Log clique consensus distance @ E21B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.047



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9853 top1= 79.0665


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.9858 top1= 80.0681


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.0041 top1= 79.6775

Train epoch 22
[E22B0  |    416/60000 (  1%) ] Loss: 1.0393 top1= 72.4432

=== Log global consensus distance @ E22B0 ===
consensus_distance=0.017



=== Log clique consensus distance @ E22B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.049


[E22B10 |   4576/60000 (  8%) ] Loss: 0.9264 top1= 78.6932

=== Log global consensus distance @ E22B10 ===
consensus_distance=0.018



=== Log clique consensus distance @ E22B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.051


[E22B20 |   8736/60000 ( 15%) ] Loss: 0.9869 top1= 75.8523

=== Log global consensus distance @ E22B20 ===
consensus_distance=0.019



=== Log clique consensus distance @ E22B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.052



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9217 top1= 79.9579


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.9226 top1= 80.9696


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.9379 top1= 80.6390

Train epoch 23
[E23B0  |    416/60000 (  1%) ] Loss: 0.9774 top1= 74.7159

=== Log global consensus distance @ E23B0 ===
consensus_distance=0.019



=== Log clique consensus distance @ E23B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.054


[E23B10 |   4576/60000 (  8%) ] Loss: 0.8652 top1= 80.1136

=== Log global consensus distance @ E23B10 ===
consensus_distance=0.020



=== Log clique consensus distance @ E23B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.056


[E23B20 |   8736/60000 ( 15%) ] Loss: 0.9311 top1= 76.9886

=== Log global consensus distance @ E23B20 ===
consensus_distance=0.020



=== Log clique consensus distance @ E23B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.058



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8653 top1= 80.9595


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.8666 top1= 81.6206


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.8790 top1= 81.5605

Train epoch 24
[E24B0  |    416/60000 (  1%) ] Loss: 0.9217 top1= 76.9886

=== Log global consensus distance @ E24B0 ===
consensus_distance=0.021



=== Log clique consensus distance @ E24B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.059


[E24B10 |   4576/60000 (  8%) ] Loss: 0.8108 top1= 79.8295

=== Log global consensus distance @ E24B10 ===
consensus_distance=0.022



=== Log clique consensus distance @ E24B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.061


[E24B20 |   8736/60000 ( 15%) ] Loss: 0.8810 top1= 77.5568

=== Log global consensus distance @ E24B20 ===
consensus_distance=0.022



=== Log clique consensus distance @ E24B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.063



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8156 top1= 81.7608


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.8173 top1= 82.3317


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.8271 top1= 82.2516

Train epoch 25
[E25B0  |    416/60000 (  1%) ] Loss: 0.8716 top1= 78.6932

=== Log global consensus distance @ E25B0 ===
consensus_distance=0.023



=== Log clique consensus distance @ E25B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.065


[E25B10 |   4576/60000 (  8%) ] Loss: 0.7625 top1= 81.2500

=== Log global consensus distance @ E25B10 ===
consensus_distance=0.023



=== Log clique consensus distance @ E25B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.067


[E25B20 |   8736/60000 ( 15%) ] Loss: 0.8364 top1= 78.1250

=== Log global consensus distance @ E25B20 ===
consensus_distance=0.024



=== Log clique consensus distance @ E25B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.068



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7718 top1= 82.5220


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.7738 top1= 82.9527


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.7813 top1= 82.8826

Train epoch 26
[E26B0  |    416/60000 (  1%) ] Loss: 0.8264 top1= 79.2614

=== Log global consensus distance @ E26B0 ===
consensus_distance=0.025



=== Log clique consensus distance @ E26B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.070


[E26B10 |   4576/60000 (  8%) ] Loss: 0.7197 top1= 81.8182

=== Log global consensus distance @ E26B10 ===
consensus_distance=0.025



=== Log clique consensus distance @ E26B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.072


[E26B20 |   8736/60000 ( 15%) ] Loss: 0.7964 top1= 79.2614

=== Log global consensus distance @ E26B20 ===
consensus_distance=0.026



=== Log clique consensus distance @ E26B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.074



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7333 top1= 83.0329


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.7356 top1= 83.4034


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.7411 top1= 83.3934

Train epoch 27
[E27B0  |    416/60000 (  1%) ] Loss: 0.7858 top1= 79.2614

=== Log global consensus distance @ E27B0 ===
consensus_distance=0.027



=== Log clique consensus distance @ E27B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.076


[E27B10 |   4576/60000 (  8%) ] Loss: 0.6818 top1= 82.6705

=== Log global consensus distance @ E27B10 ===
consensus_distance=0.027



=== Log clique consensus distance @ E27B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.078


[E27B20 |   8736/60000 ( 15%) ] Loss: 0.7607 top1= 80.3977

=== Log global consensus distance @ E27B20 ===
consensus_distance=0.028



=== Log clique consensus distance @ E27B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.080



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6995 top1= 83.4936


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.7020 top1= 83.8542


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.7059 top1= 83.8241

Train epoch 28
[E28B0  |    416/60000 (  1%) ] Loss: 0.7493 top1= 80.9659

=== Log global consensus distance @ E28B0 ===
consensus_distance=0.029



=== Log clique consensus distance @ E28B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.082


[E28B10 |   4576/60000 (  8%) ] Loss: 0.6481 top1= 83.8068

=== Log global consensus distance @ E28B10 ===
consensus_distance=0.029



=== Log clique consensus distance @ E28B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.084


[E28B20 |   8736/60000 ( 15%) ] Loss: 0.7290 top1= 80.9659

=== Log global consensus distance @ E28B20 ===
consensus_distance=0.030



=== Log clique consensus distance @ E28B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.086



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6696 top1= 83.8842


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.6723 top1= 84.3550


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.6749 top1= 84.2348

Train epoch 29
[E29B0  |    416/60000 (  1%) ] Loss: 0.7163 top1= 81.8182

=== Log global consensus distance @ E29B0 ===
consensus_distance=0.031



=== Log clique consensus distance @ E29B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.088


[E29B10 |   4576/60000 (  8%) ] Loss: 0.6179 top1= 84.9432

=== Log global consensus distance @ E29B10 ===
consensus_distance=0.031



=== Log clique consensus distance @ E29B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.090


[E29B20 |   8736/60000 ( 15%) ] Loss: 0.7004 top1= 81.5341

=== Log global consensus distance @ E29B20 ===
consensus_distance=0.032



=== Log clique consensus distance @ E29B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.092



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6431 top1= 84.2748


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.6460 top1= 84.6655


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.6474 top1= 84.6354

Train epoch 30
[E30B0  |    416/60000 (  1%) ] Loss: 0.6863 top1= 82.6705

=== Log global consensus distance @ E30B0 ===
consensus_distance=0.033



=== Log clique consensus distance @ E30B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.094


[E30B10 |   4576/60000 (  8%) ] Loss: 0.5907 top1= 85.2273

=== Log global consensus distance @ E30B10 ===
consensus_distance=0.033



=== Log clique consensus distance @ E30B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.096


[E30B20 |   8736/60000 ( 15%) ] Loss: 0.6746 top1= 81.8182

=== Log global consensus distance @ E30B20 ===
consensus_distance=0.034



=== Log clique consensus distance @ E30B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.099



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6195 top1= 84.5753


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.6226 top1= 84.9760


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.6229 top1= 85.0160

Train epoch 31
[E31B0  |    416/60000 (  1%) ] Loss: 0.6590 top1= 83.2386

=== Log global consensus distance @ E31B0 ===
consensus_distance=0.035



=== Log clique consensus distance @ E31B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.101


[E31B10 |   4576/60000 (  8%) ] Loss: 0.5664 top1= 85.5114

=== Log global consensus distance @ E31B10 ===
consensus_distance=0.036



=== Log clique consensus distance @ E31B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.103


[E31B20 |   8736/60000 ( 15%) ] Loss: 0.6513 top1= 82.1023

=== Log global consensus distance @ E31B20 ===
consensus_distance=0.036



=== Log clique consensus distance @ E31B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.105



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5984 top1= 84.9659


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.6017 top1= 85.4467


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.6010 top1= 85.2865

Train epoch 32
[E32B0  |    416/60000 (  1%) ] Loss: 0.6340 top1= 84.3750

=== Log global consensus distance @ E32B0 ===
consensus_distance=0.037



=== Log clique consensus distance @ E32B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.107


[E32B10 |   4576/60000 (  8%) ] Loss: 0.5443 top1= 85.5114

=== Log global consensus distance @ E32B10 ===
consensus_distance=0.038



=== Log clique consensus distance @ E32B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.110


[E32B20 |   8736/60000 ( 15%) ] Loss: 0.6301 top1= 82.1023

=== Log global consensus distance @ E32B20 ===
consensus_distance=0.039



=== Log clique consensus distance @ E32B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.112



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5795 top1= 85.2764


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5829 top1= 85.6771


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5815 top1= 85.5569

Train epoch 33
[E33B0  |    416/60000 (  1%) ] Loss: 0.6111 top1= 85.5114

=== Log global consensus distance @ E33B0 ===
consensus_distance=0.039



=== Log clique consensus distance @ E33B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.114


[E33B10 |   4576/60000 (  8%) ] Loss: 0.5243 top1= 86.0795

=== Log global consensus distance @ E33B10 ===
consensus_distance=0.040



=== Log clique consensus distance @ E33B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.116


[E33B20 |   8736/60000 ( 15%) ] Loss: 0.6108 top1= 82.1023

=== Log global consensus distance @ E33B20 ===
consensus_distance=0.041



=== Log clique consensus distance @ E33B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.119



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5625 top1= 85.5369


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5660 top1= 85.9275


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5640 top1= 85.8173

Train epoch 34
[E34B0  |    416/60000 (  1%) ] Loss: 0.5901 top1= 86.3636

=== Log global consensus distance @ E34B0 ===
consensus_distance=0.042



=== Log clique consensus distance @ E34B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.121


[E34B10 |   4576/60000 (  8%) ] Loss: 0.5059 top1= 86.3636

=== Log global consensus distance @ E34B10 ===
consensus_distance=0.042



=== Log clique consensus distance @ E34B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.123


[E34B20 |   8736/60000 ( 15%) ] Loss: 0.5931 top1= 82.3864

=== Log global consensus distance @ E34B20 ===
consensus_distance=0.043



=== Log clique consensus distance @ E34B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.126



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5471 top1= 85.8474


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5506 top1= 86.0777


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5482 top1= 86.0677

Train epoch 35
[E35B0  |    416/60000 (  1%) ] Loss: 0.5707 top1= 86.6477

=== Log global consensus distance @ E35B0 ===
consensus_distance=0.044



=== Log clique consensus distance @ E35B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.128


[E35B10 |   4576/60000 (  8%) ] Loss: 0.4892 top1= 86.9318

=== Log global consensus distance @ E35B10 ===
consensus_distance=0.045



=== Log clique consensus distance @ E35B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.131


[E35B20 |   8736/60000 ( 15%) ] Loss: 0.5770 top1= 82.9545

=== Log global consensus distance @ E35B20 ===
consensus_distance=0.046



=== Log clique consensus distance @ E35B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.133



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5331 top1= 85.9876


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5367 top1= 86.2179


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5338 top1= 86.3281

Train epoch 36
[E36B0  |    416/60000 (  1%) ] Loss: 0.5529 top1= 86.6477

=== Log global consensus distance @ E36B0 ===
consensus_distance=0.046



=== Log clique consensus distance @ E36B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.136


[E36B10 |   4576/60000 (  8%) ] Loss: 0.4738 top1= 87.5000

=== Log global consensus distance @ E36B10 ===
consensus_distance=0.047



=== Log clique consensus distance @ E36B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.138


[E36B20 |   8736/60000 ( 15%) ] Loss: 0.5623 top1= 83.2386

=== Log global consensus distance @ E36B20 ===
consensus_distance=0.048



=== Log clique consensus distance @ E36B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.141



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5204 top1= 86.2079


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5241 top1= 86.2981


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5208 top1= 86.5785

Train epoch 37
[E37B0  |    416/60000 (  1%) ] Loss: 0.5364 top1= 87.2159

=== Log global consensus distance @ E37B0 ===
consensus_distance=0.049



=== Log clique consensus distance @ E37B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.143


[E37B10 |   4576/60000 (  8%) ] Loss: 0.4598 top1= 87.5000

=== Log global consensus distance @ E37B10 ===
consensus_distance=0.050



=== Log clique consensus distance @ E37B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.146


[E37B20 |   8736/60000 ( 15%) ] Loss: 0.5487 top1= 83.8068

=== Log global consensus distance @ E37B20 ===
consensus_distance=0.051



=== Log clique consensus distance @ E37B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.148



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5087 top1= 86.3482


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5124 top1= 86.5385


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5090 top1= 86.7388

Train epoch 38
[E38B0  |    416/60000 (  1%) ] Loss: 0.5212 top1= 87.5000

=== Log global consensus distance @ E38B0 ===
consensus_distance=0.051



=== Log clique consensus distance @ E38B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.151


[E38B10 |   4576/60000 (  8%) ] Loss: 0.4470 top1= 87.7841

=== Log global consensus distance @ E38B10 ===
consensus_distance=0.052



=== Log clique consensus distance @ E38B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.154


[E38B20 |   8736/60000 ( 15%) ] Loss: 0.5362 top1= 83.8068

=== Log global consensus distance @ E38B20 ===
consensus_distance=0.053



=== Log clique consensus distance @ E38B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.156



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4980 top1= 86.6587


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5018 top1= 86.7388


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.4981 top1= 86.9692

Train epoch 39
[E39B0  |    416/60000 (  1%) ] Loss: 0.5069 top1= 88.0682

=== Log global consensus distance @ E39B0 ===
consensus_distance=0.054



=== Log clique consensus distance @ E39B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.159


[E39B10 |   4576/60000 (  8%) ] Loss: 0.4351 top1= 88.6364

=== Log global consensus distance @ E39B10 ===
consensus_distance=0.055



=== Log clique consensus distance @ E39B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.162


[E39B20 |   8736/60000 ( 15%) ] Loss: 0.5245 top1= 84.6591

=== Log global consensus distance @ E39B20 ===
consensus_distance=0.056



=== Log clique consensus distance @ E39B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.164



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4881 top1= 86.8490


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.4919 top1= 86.9291


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.4883 top1= 87.0693

Train epoch 40
[E40B0  |    416/60000 (  1%) ] Loss: 0.4937 top1= 88.0682

=== Log global consensus distance @ E40B0 ===
consensus_distance=0.057



=== Log clique consensus distance @ E40B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.167


[E40B10 |   4576/60000 (  8%) ] Loss: 0.4242 top1= 88.9205

=== Log global consensus distance @ E40B10 ===
consensus_distance=0.057



=== Log clique consensus distance @ E40B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.170


[E40B20 |   8736/60000 ( 15%) ] Loss: 0.5136 top1= 85.2273

=== Log global consensus distance @ E40B20 ===
consensus_distance=0.058



=== Log clique consensus distance @ E40B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.172



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4791 top1= 87.0393


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.4829 top1= 87.0693


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.4791 top1= 87.2095

