
=== 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: 2.3120 top1=  8.2386

=== Peeking data label distribution E1B0 ===
Worker 0 has targets: tensor([0, 0, 0, 0, 0], device='cuda:0')
Worker 1 has targets: tensor([1, 0, 1, 1, 1], device='cuda:0')
Worker 2 has targets: tensor([1, 1, 2, 2, 2], device='cuda:0')
Worker 3 has targets: tensor([2, 2, 2, 2, 2], device='cuda:0')
Worker 4 has targets: tensor([3, 3, 3, 3, 3], device='cuda:0')
Worker 5 has targets: tensor([4, 3, 4, 4, 4], device='cuda:0')
Worker 6 has targets: tensor([5, 4, 5, 5, 5], device='cuda:0')
Worker 7 has targets: tensor([5, 5, 6, 5, 6], device='cuda:0')
Worker 8 has targets: tensor([6, 6, 6, 6, 6], device='cuda:0')
Worker 9 has targets: tensor([7, 7, 7, 7, 7], device='cuda:0')
Worker 10 has targets: tensor([8, 7, 8, 8, 8], device='cuda:0')
Worker 11 has targets: tensor([9, 8, 9, 9, 9], device='cuda:0')
Worker 12 has targets: tensor([9, 9, 9, 9, 9], 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: 2.2488 top1= 18.4659

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



=== Log clique consensus distance @ E1B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.002


[E 1B20 |   8736/60000 ( 15%) ] Loss: 2.2067 top1= 26.7045

=== Log global consensus distance @ E1B20 ===
consensus_distance=0.001



=== Log clique consensus distance @ E1B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2778 top1= 16.9972


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2770 top1= 20.0821


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2853 top1= 16.1759

Train epoch 2
[E 2B0  |    416/60000 (  1%) ] Loss: 2.1602 top1= 37.5000

=== Log global consensus distance @ E2B0 ===
consensus_distance=0.002



=== Log clique consensus distance @ E2B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007


[E 2B10 |   4576/60000 (  8%) ] Loss: 2.1249 top1= 39.2045

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



=== Log clique consensus distance @ E2B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.010


[E 2B20 |   8736/60000 ( 15%) ] Loss: 2.0871 top1= 43.1818

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



=== Log clique consensus distance @ E2B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.013



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2482 top1= 20.3225


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2553 top1= 26.9131


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2659 top1= 23.3674

Train epoch 3
[E 3B0  |    416/60000 (  1%) ] Loss: 2.0362 top1= 50.0000

=== Log global consensus distance @ E3B0 ===
consensus_distance=0.004



=== Log clique consensus distance @ E3B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.016


[E 3B10 |   4576/60000 (  8%) ] Loss: 2.0011 top1= 49.4318

=== Log global consensus distance @ E3B10 ===
consensus_distance=0.004



=== Log clique consensus distance @ E3B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.018


[E 3B20 |   8736/60000 ( 15%) ] Loss: 1.9660 top1= 52.8409

=== Log global consensus distance @ E3B20 ===
consensus_distance=0.005



=== Log clique consensus distance @ E3B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.020



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2117 top1= 26.4423


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2344 top1= 35.1863


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2410 top1= 30.1182

Train epoch 4
[E 4B0  |    416/60000 (  1%) ] Loss: 1.9172 top1= 59.9432

=== Log global consensus distance @ E4B0 ===
consensus_distance=0.005



=== Log clique consensus distance @ E4B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.022


[E 4B10 |   4576/60000 (  8%) ] Loss: 1.8836 top1= 58.5227

=== Log global consensus distance @ E4B10 ===
consensus_distance=0.006



=== Log clique consensus distance @ E4B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.024


[E 4B20 |   8736/60000 ( 15%) ] Loss: 1.8495 top1= 59.9432

=== Log global consensus distance @ E4B20 ===
consensus_distance=0.006



=== Log clique consensus distance @ E4B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.025



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1681 top1= 32.0413


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2084 top1= 36.8890


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2099 top1= 33.3233

Train epoch 5
[E 5B0  |    416/60000 (  1%) ] Loss: 1.7986 top1= 65.0568

=== Log global consensus distance @ E5B0 ===
consensus_distance=0.006



=== Log clique consensus distance @ E5B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.027


[E 5B10 |   4576/60000 (  8%) ] Loss: 1.7640 top1= 63.3523

=== Log global consensus distance @ E5B10 ===
consensus_distance=0.007



=== Log clique consensus distance @ E5B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.028


[E 5B20 |   8736/60000 ( 15%) ] Loss: 1.7286 top1= 66.7614

=== Log global consensus distance @ E5B20 ===
consensus_distance=0.007



=== Log clique consensus distance @ E5B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.030



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1152 top1= 40.2244


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1748 top1= 37.6402


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1744 top1= 34.1647

Train epoch 6
[E 6B0  |    416/60000 (  1%) ] Loss: 1.6745 top1= 67.8977

=== Log global consensus distance @ E6B0 ===
consensus_distance=0.007



=== Log clique consensus distance @ E6B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.031


[E 6B10 |   4576/60000 (  8%) ] Loss: 1.6388 top1= 67.8977

=== Log global consensus distance @ E6B10 ===
consensus_distance=0.008



=== Log clique consensus distance @ E6B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.032


[E 6B20 |   8736/60000 ( 15%) ] Loss: 1.6020 top1= 69.3182

=== Log global consensus distance @ E6B20 ===
consensus_distance=0.008



=== Log clique consensus distance @ E6B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.033



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.0527 top1= 43.8301


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1326 top1= 38.2212


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1323 top1= 34.6054

Train epoch 7
[E 7B0  |    416/60000 (  1%) ] Loss: 1.5454 top1= 72.4432

=== Log global consensus distance @ E7B0 ===
consensus_distance=0.008



=== Log clique consensus distance @ E7B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.034


[E 7B10 |   4576/60000 (  8%) ] Loss: 1.5087 top1= 70.1705

=== Log global consensus distance @ E7B10 ===
consensus_distance=0.008



=== Log clique consensus distance @ E7B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.035


[E 7B20 |   8736/60000 ( 15%) ] Loss: 1.4701 top1= 71.3068

=== Log global consensus distance @ E7B20 ===
consensus_distance=0.008



=== Log clique consensus distance @ E7B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.036



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.9805 top1= 47.7464


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0816 top1= 40.3145


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0835 top1= 34.8057

Train epoch 8
[E 8B0  |    416/60000 (  1%) ] Loss: 1.4128 top1= 76.4205

=== Log global consensus distance @ E8B0 ===
consensus_distance=0.009



=== Log clique consensus distance @ E8B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.037


[E 8B10 |   4576/60000 (  8%) ] Loss: 1.3758 top1= 72.4432

=== Log global consensus distance @ E8B10 ===
consensus_distance=0.009



=== Log clique consensus distance @ E8B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.037


[E 8B20 |   8736/60000 ( 15%) ] Loss: 1.3355 top1= 76.4205

=== Log global consensus distance @ E8B20 ===
consensus_distance=0.009



=== Log clique consensus distance @ E8B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.037



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8999 top1= 51.4123


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0235 top1= 42.5080


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0279 top1= 35.4868

Train epoch 9
[E 9B0  |    416/60000 (  1%) ] Loss: 1.2797 top1= 78.4091

=== Log global consensus distance @ E9B0 ===
consensus_distance=0.009



=== Log clique consensus distance @ E9B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.038


[E 9B10 |   4576/60000 (  8%) ] Loss: 1.2437 top1= 76.1364

=== Log global consensus distance @ E9B10 ===
consensus_distance=0.009



=== Log clique consensus distance @ E9B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.038


[E 9B20 |   8736/60000 ( 15%) ] Loss: 1.2015 top1= 78.9773

=== Log global consensus distance @ E9B20 ===
consensus_distance=0.009



=== Log clique consensus distance @ E9B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.038



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8122 top1= 55.1883


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9588 top1= 43.9804


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.9651 top1= 36.6386

Train epoch 10
[E10B0  |    416/60000 (  1%) ] Loss: 1.1506 top1= 81.2500

=== Log global consensus distance @ E10B0 ===
consensus_distance=0.009



=== Log clique consensus distance @ E10B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.038


[E10B10 |   4576/60000 (  8%) ] Loss: 1.1167 top1= 79.8295

=== Log global consensus distance @ E10B10 ===
consensus_distance=0.009



=== Log clique consensus distance @ E10B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.038


[E10B20 |   8736/60000 ( 15%) ] Loss: 1.0737 top1= 81.5341

=== Log global consensus distance @ E10B20 ===
consensus_distance=0.009



=== Log clique consensus distance @ E10B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.037



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.7216 top1= 58.8542


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8899 top1= 45.1623


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.8961 top1= 40.3145

Train epoch 11
[E11B0  |    416/60000 (  1%) ] Loss: 1.0300 top1= 82.3864

=== Log global consensus distance @ E11B0 ===
consensus_distance=0.009



=== Log clique consensus distance @ E11B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.037


[E11B10 |   4576/60000 (  8%) ] Loss: 0.9990 top1= 80.3977

=== Log global consensus distance @ E11B10 ===
consensus_distance=0.009



=== Log clique consensus distance @ E11B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.036


[E11B20 |   8736/60000 ( 15%) ] Loss: 0.9556 top1= 84.3750

=== Log global consensus distance @ E11B20 ===
consensus_distance=0.008



=== Log clique consensus distance @ E11B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.036



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.6318 top1= 61.9591


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8198 top1= 45.8834


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.8243 top1= 44.8117

Train epoch 12
[E12B0  |    416/60000 (  1%) ] Loss: 0.9211 top1= 85.2273

=== Log global consensus distance @ E12B0 ===
consensus_distance=0.008



=== Log clique consensus distance @ E12B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.035


[E12B10 |   4576/60000 (  8%) ] Loss: 0.8934 top1= 82.3864

=== Log global consensus distance @ E12B10 ===
consensus_distance=0.008



=== Log clique consensus distance @ E12B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.034


[E12B20 |   8736/60000 ( 15%) ] Loss: 0.8500 top1= 86.0795

=== Log global consensus distance @ E12B20 ===
consensus_distance=0.008



=== Log clique consensus distance @ E12B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.034



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5460 top1= 64.4231


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7533 top1= 46.4944


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.7528 top1= 48.4876

Train epoch 13
[E13B0  |    416/60000 (  1%) ] Loss: 0.8253 top1= 86.3636

=== Log global consensus distance @ E13B0 ===
consensus_distance=0.008



=== Log clique consensus distance @ E13B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.033


[E13B10 |   4576/60000 (  8%) ] Loss: 0.8015 top1= 82.6705

=== Log global consensus distance @ E13B10 ===
consensus_distance=0.008



=== Log clique consensus distance @ E13B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.032


[E13B20 |   8736/60000 ( 15%) ] Loss: 0.7584 top1= 88.0682

=== Log global consensus distance @ E13B20 ===
consensus_distance=0.007



=== Log clique consensus distance @ E13B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.031



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.4678 top1= 66.8269


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6892 top1= 46.9351


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.6846 top1= 51.3722

Train epoch 14
[E14B0  |    416/60000 (  1%) ] Loss: 0.7432 top1= 88.6364

=== Log global consensus distance @ E14B0 ===
consensus_distance=0.007



=== Log clique consensus distance @ E14B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.031


[E14B10 |   4576/60000 (  8%) ] Loss: 0.7234 top1= 85.2273

=== Log global consensus distance @ E14B10 ===
consensus_distance=0.007



=== Log clique consensus distance @ E14B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.030


[E14B20 |   8736/60000 ( 15%) ] Loss: 0.6803 top1= 89.2045

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



=== Log clique consensus distance @ E14B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.029



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.3986 top1= 68.8401


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6295 top1= 47.6162


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.6212 top1= 53.2652

Train epoch 15
[E15B0  |    416/60000 (  1%) ] Loss: 0.6735 top1= 89.2045

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



=== Log clique consensus distance @ E15B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.029


[E15B10 |   4576/60000 (  8%) ] Loss: 0.6575 top1= 86.9318

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



=== Log clique consensus distance @ E15B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.028


[E15B20 |   8736/60000 ( 15%) ] Loss: 0.6139 top1= 89.7727

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



=== Log clique consensus distance @ E15B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.027



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.3383 top1= 70.2524


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5745 top1= 48.6579


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.5644 top1= 54.7676

Train epoch 16
[E16B0  |    416/60000 (  1%) ] Loss: 0.6145 top1= 89.2045

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



=== Log clique consensus distance @ E16B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.026


[E16B10 |   4576/60000 (  8%) ] Loss: 0.6022 top1= 88.0682

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



=== Log clique consensus distance @ E16B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.026


[E16B20 |   8736/60000 ( 15%) ] Loss: 0.5577 top1= 91.4773

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



=== Log clique consensus distance @ E16B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.025



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.2865 top1= 71.4844


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5248 top1= 50.3806


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.5152 top1= 56.6006

Train epoch 17
[E17B0  |    416/60000 (  1%) ] Loss: 0.5644 top1= 90.0568

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



=== Log clique consensus distance @ E17B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.024


[E17B10 |   4576/60000 (  8%) ] Loss: 0.5559 top1= 89.2045

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



=== Log clique consensus distance @ E17B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.024


[E17B20 |   8736/60000 ( 15%) ] Loss: 0.5101 top1= 92.3295

=== Log global consensus distance @ E17B20 ===
consensus_distance=0.005



=== Log clique consensus distance @ E17B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.023



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.2421 top1= 72.5761


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4799 top1= 52.3738


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4726 top1= 58.2732

Train epoch 18
[E18B0  |    416/60000 (  1%) ] Loss: 0.5222 top1= 90.6250

=== Log global consensus distance @ E18B0 ===
consensus_distance=0.005



=== Log clique consensus distance @ E18B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.023


[E18B10 |   4576/60000 (  8%) ] Loss: 0.5170 top1= 88.9205

=== Log global consensus distance @ E18B10 ===
consensus_distance=0.005



=== Log clique consensus distance @ E18B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.022


[E18B20 |   8736/60000 ( 15%) ] Loss: 0.4697 top1= 92.8977

=== Log global consensus distance @ E18B20 ===
consensus_distance=0.005



=== Log clique consensus distance @ E18B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.021



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.2046 top1= 73.4475


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4399 top1= 54.4571


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4363 top1= 59.5954

Train epoch 19
[E19B0  |    416/60000 (  1%) ] Loss: 0.4862 top1= 90.6250

=== Log global consensus distance @ E19B0 ===
consensus_distance=0.005



=== Log clique consensus distance @ E19B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.021


[E19B10 |   4576/60000 (  8%) ] Loss: 0.4839 top1= 90.0568

=== Log global consensus distance @ E19B10 ===
consensus_distance=0.005



=== Log clique consensus distance @ E19B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.020


[E19B20 |   8736/60000 ( 15%) ] Loss: 0.4354 top1= 93.7500

=== Log global consensus distance @ E19B20 ===
consensus_distance=0.005



=== Log clique consensus distance @ E19B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.020



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.1732 top1= 74.0385


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4046 top1= 56.3301


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4055 top1= 60.8874

Train epoch 20
[E20B0  |    416/60000 (  1%) ] Loss: 0.4555 top1= 91.1932

=== Log global consensus distance @ E20B0 ===
consensus_distance=0.005



=== Log clique consensus distance @ E20B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.020


[E20B10 |   4576/60000 (  8%) ] Loss: 0.4559 top1= 90.0568

=== Log global consensus distance @ E20B10 ===
consensus_distance=0.005



=== Log clique consensus distance @ E20B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.019


[E20B20 |   8736/60000 ( 15%) ] Loss: 0.4061 top1= 94.0341

=== Log global consensus distance @ E20B20 ===
consensus_distance=0.004



=== Log clique consensus distance @ E20B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.019



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.1473 top1= 74.7596


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3736 top1= 57.8025


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3799 top1= 62.1995

Train epoch 21
[E21B0  |    416/60000 (  1%) ] Loss: 0.4289 top1= 91.7614

=== Log global consensus distance @ E21B0 ===
consensus_distance=0.004



=== Log clique consensus distance @ E21B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.018


[E21B10 |   4576/60000 (  8%) ] Loss: 0.4320 top1= 89.4886

=== Log global consensus distance @ E21B10 ===
consensus_distance=0.004



=== Log clique consensus distance @ E21B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.018


[E21B20 |   8736/60000 ( 15%) ] Loss: 0.3808 top1= 94.0341

=== Log global consensus distance @ E21B20 ===
consensus_distance=0.004



=== Log clique consensus distance @ E21B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.018



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.1258 top1= 75.3906


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3464 top1= 59.5052


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3586 top1= 63.3514

Train epoch 22
[E22B0  |    416/60000 (  1%) ] Loss: 0.4058 top1= 92.0455

=== Log global consensus distance @ E22B0 ===
consensus_distance=0.004



=== Log clique consensus distance @ E22B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.017


[E22B10 |   4576/60000 (  8%) ] Loss: 0.4112 top1= 89.7727

=== Log global consensus distance @ E22B10 ===
consensus_distance=0.004



=== Log clique consensus distance @ E22B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.017


[E22B20 |   8736/60000 ( 15%) ] Loss: 0.3588 top1= 94.0341

=== Log global consensus distance @ E22B20 ===
consensus_distance=0.004



=== Log clique consensus distance @ E22B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.017



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.1082 top1= 75.8614


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3231 top1= 60.7071


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3409 top1= 64.2728

Train epoch 23
[E23B0  |    416/60000 (  1%) ] Loss: 0.3855 top1= 92.6136

=== Log global consensus distance @ E23B0 ===
consensus_distance=0.004



=== Log clique consensus distance @ E23B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.016


[E23B10 |   4576/60000 (  8%) ] Loss: 0.3931 top1= 89.7727

=== Log global consensus distance @ E23B10 ===
consensus_distance=0.004



=== Log clique consensus distance @ E23B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.016


[E23B20 |   8736/60000 ( 15%) ] Loss: 0.3396 top1= 94.8864

=== Log global consensus distance @ E23B20 ===
consensus_distance=0.004



=== Log clique consensus distance @ E23B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.016



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0937 top1= 76.3522


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3029 top1= 62.1695


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3263 top1= 64.9139

Train epoch 24
[E24B0  |    416/60000 (  1%) ] Loss: 0.3677 top1= 92.8977

=== Log global consensus distance @ E24B0 ===
consensus_distance=0.004



=== Log clique consensus distance @ E24B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.016


[E24B10 |   4576/60000 (  8%) ] Loss: 0.3773 top1= 89.7727

=== Log global consensus distance @ E24B10 ===
consensus_distance=0.004



=== Log clique consensus distance @ E24B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.015


[E24B20 |   8736/60000 ( 15%) ] Loss: 0.3226 top1= 95.4545

=== Log global consensus distance @ E24B20 ===
consensus_distance=0.004



=== Log clique consensus distance @ E24B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.015



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0818 top1= 76.6226


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2854 top1= 63.2312


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3144 top1= 65.7953

Train epoch 25
[E25B0  |    416/60000 (  1%) ] Loss: 0.3519 top1= 92.8977

=== Log global consensus distance @ E25B0 ===
consensus_distance=0.004



=== Log clique consensus distance @ E25B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.015


[E25B10 |   4576/60000 (  8%) ] Loss: 0.3634 top1= 90.0568

=== Log global consensus distance @ E25B10 ===
consensus_distance=0.003



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


[E25B20 |   8736/60000 ( 15%) ] Loss: 0.3077 top1= 95.4545

=== Log global consensus distance @ E25B20 ===
consensus_distance=0.003



=== Log clique consensus distance @ E25B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.014



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0723 top1= 77.0032


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2703 top1= 64.0825


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3046 top1= 66.3762

Train epoch 26
[E26B0  |    416/60000 (  1%) ] Loss: 0.3378 top1= 92.8977

=== Log global consensus distance @ E26B0 ===
consensus_distance=0.003



=== Log clique consensus distance @ E26B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.014


[E26B10 |   4576/60000 (  8%) ] Loss: 0.3510 top1= 90.6250

=== Log global consensus distance @ E26B10 ===
consensus_distance=0.003



=== Log clique consensus distance @ E26B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.014


[E26B20 |   8736/60000 ( 15%) ] Loss: 0.2943 top1= 96.0227

=== Log global consensus distance @ E26B20 ===
consensus_distance=0.003



=== Log clique consensus distance @ E26B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.014



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0647 top1= 77.2436


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2575 top1= 64.9139


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.2966 top1= 67.0272

Train epoch 27
[E27B0  |    416/60000 (  1%) ] Loss: 0.3251 top1= 93.4659

=== Log global consensus distance @ E27B0 ===
consensus_distance=0.003



=== Log clique consensus distance @ E27B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.014


[E27B10 |   4576/60000 (  8%) ] Loss: 0.3399 top1= 90.9091

=== Log global consensus distance @ E27B10 ===
consensus_distance=0.003



=== Log clique consensus distance @ E27B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.013


[E27B20 |   8736/60000 ( 15%) ] Loss: 0.2823 top1= 96.0227

=== Log global consensus distance @ E27B20 ===
consensus_distance=0.003



=== Log clique consensus distance @ E27B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.013



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0586 top1= 77.5240


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2464 top1= 65.5349


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.2904 top1= 67.5080

Train epoch 28
[E28B0  |    416/60000 (  1%) ] Loss: 0.3136 top1= 93.4659

=== Log global consensus distance @ E28B0 ===
consensus_distance=0.003



=== Log clique consensus distance @ E28B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.013


[E28B10 |   4576/60000 (  8%) ] Loss: 0.3300 top1= 91.1932

=== Log global consensus distance @ E28B10 ===
consensus_distance=0.003



=== Log clique consensus distance @ E28B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.013


[E28B20 |   8736/60000 ( 15%) ] Loss: 0.2715 top1= 96.3068

=== Log global consensus distance @ E28B20 ===
consensus_distance=0.003



=== Log clique consensus distance @ E28B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.013



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0539 top1= 77.7244


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2370 top1= 66.2059


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.2853 top1= 68.0990

Train epoch 29
[E29B0  |    416/60000 (  1%) ] Loss: 0.3031 top1= 93.4659

=== Log global consensus distance @ E29B0 ===
consensus_distance=0.003



=== Log clique consensus distance @ E29B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.013


[E29B10 |   4576/60000 (  8%) ] Loss: 0.3210 top1= 91.1932

=== Log global consensus distance @ E29B10 ===
consensus_distance=0.003



=== Log clique consensus distance @ E29B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.013


[E29B20 |   8736/60000 ( 15%) ] Loss: 0.2617 top1= 96.3068

=== Log global consensus distance @ E29B20 ===
consensus_distance=0.003



=== Log clique consensus distance @ E29B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.012



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0506 top1= 77.9147


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2297 top1= 66.7568


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.2813 top1= 68.5497

Train epoch 30
[E30B0  |    416/60000 (  1%) ] Loss: 0.2935 top1= 93.4659

=== Log global consensus distance @ E30B0 ===
consensus_distance=0.003



=== Log clique consensus distance @ E30B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.012


[E30B10 |   4576/60000 (  8%) ] Loss: 0.3129 top1= 91.4773

=== Log global consensus distance @ E30B10 ===
consensus_distance=0.003



=== Log clique consensus distance @ E30B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.012


[E30B20 |   8736/60000 ( 15%) ] Loss: 0.2528 top1= 96.3068

=== Log global consensus distance @ E30B20 ===
consensus_distance=0.003



=== Log clique consensus distance @ E30B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.012



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0482 top1= 78.0749


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2235 top1= 67.2676


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.2784 top1= 69.1006

Train epoch 31
[E31B0  |    416/60000 (  1%) ] Loss: 0.2847 top1= 93.7500

=== Log global consensus distance @ E31B0 ===
consensus_distance=0.003



=== Log clique consensus distance @ E31B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.012


[E31B10 |   4576/60000 (  8%) ] Loss: 0.3056 top1= 91.4773

=== Log global consensus distance @ E31B10 ===
consensus_distance=0.003



=== Log clique consensus distance @ E31B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.012


[E31B20 |   8736/60000 ( 15%) ] Loss: 0.2447 top1= 96.3068

=== Log global consensus distance @ E31B20 ===
consensus_distance=0.003



=== Log clique consensus distance @ E31B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.012



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0467 top1= 78.3053


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2183 top1= 67.8385


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.2765 top1= 69.6314

Train epoch 32
[E32B0  |    416/60000 (  1%) ] Loss: 0.2766 top1= 93.7500

=== Log global consensus distance @ E32B0 ===
consensus_distance=0.003



=== Log clique consensus distance @ E32B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.012


[E32B10 |   4576/60000 (  8%) ] Loss: 0.2988 top1= 91.7614

=== Log global consensus distance @ E32B10 ===
consensus_distance=0.003



=== Log clique consensus distance @ E32B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.011


[E32B20 |   8736/60000 ( 15%) ] Loss: 0.2372 top1= 96.5909

=== Log global consensus distance @ E32B20 ===
consensus_distance=0.003



=== Log clique consensus distance @ E32B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.011



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0459 top1= 78.4856


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2140 top1= 68.3594


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.2753 top1= 69.9018

Train epoch 33
[E33B0  |    416/60000 (  1%) ] Loss: 0.2691 top1= 93.7500

=== Log global consensus distance @ E33B0 ===
consensus_distance=0.003



=== Log clique consensus distance @ E33B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.011


[E33B10 |   4576/60000 (  8%) ] Loss: 0.2927 top1= 91.7614

=== Log global consensus distance @ E33B10 ===
consensus_distance=0.003



=== Log clique consensus distance @ E33B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.011


[E33B20 |   8736/60000 ( 15%) ] Loss: 0.2303 top1= 96.5909

=== Log global consensus distance @ E33B20 ===
consensus_distance=0.003



=== Log clique consensus distance @ E33B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.011



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0455 top1= 78.7059


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2102 top1= 68.8301


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.2745 top1= 70.2224

Train epoch 34
[E34B0  |    416/60000 (  1%) ] Loss: 0.2621 top1= 93.7500

=== Log global consensus distance @ E34B0 ===
consensus_distance=0.003



=== Log clique consensus distance @ E34B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.011


[E34B10 |   4576/60000 (  8%) ] Loss: 0.2870 top1= 92.0455

=== Log global consensus distance @ E34B10 ===
consensus_distance=0.003



=== Log clique consensus distance @ E34B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.011


[E34B20 |   8736/60000 ( 15%) ] Loss: 0.2241 top1= 96.5909

=== Log global consensus distance @ E34B20 ===
consensus_distance=0.003



=== Log clique consensus distance @ E34B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.011



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0457 top1= 78.8462


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2073 top1= 69.1206


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.2744 top1= 70.5829

Train epoch 35
[E35B0  |    416/60000 (  1%) ] Loss: 0.2555 top1= 94.0341

=== Log global consensus distance @ E35B0 ===
consensus_distance=0.003



=== Log clique consensus distance @ E35B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.011


[E35B10 |   4576/60000 (  8%) ] Loss: 0.2817 top1= 92.3295

=== Log global consensus distance @ E35B10 ===
consensus_distance=0.003



=== Log clique consensus distance @ E35B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.011


[E35B20 |   8736/60000 ( 15%) ] Loss: 0.2182 top1= 96.3068

=== Log global consensus distance @ E35B20 ===
consensus_distance=0.003



=== Log clique consensus distance @ E35B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.011



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0463 top1= 79.0064


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2049 top1= 69.4311


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.2747 top1= 70.8834

Train epoch 36
[E36B0  |    416/60000 (  1%) ] Loss: 0.2494 top1= 94.6023

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



=== Log clique consensus distance @ E36B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.011


[E36B10 |   4576/60000 (  8%) ] Loss: 0.2769 top1= 92.3295

=== Log global consensus distance @ E36B10 ===
consensus_distance=0.002



=== Log clique consensus distance @ E36B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.010


[E36B20 |   8736/60000 ( 15%) ] Loss: 0.2129 top1= 96.3068

=== Log global consensus distance @ E36B20 ===
consensus_distance=0.002



=== Log clique consensus distance @ E36B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.010



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0474 top1= 79.1767


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2031 top1= 69.6815


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.2752 top1= 71.2240

Train epoch 37
[E37B0  |    416/60000 (  1%) ] Loss: 0.2437 top1= 94.8864

=== Log global consensus distance @ E37B0 ===
consensus_distance=0.002



=== Log clique consensus distance @ E37B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.010


[E37B10 |   4576/60000 (  8%) ] Loss: 0.2723 top1= 92.3295

=== Log global consensus distance @ E37B10 ===
consensus_distance=0.002



=== Log clique consensus distance @ E37B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.010


[E37B20 |   8736/60000 ( 15%) ] Loss: 0.2079 top1= 96.3068

=== Log global consensus distance @ E37B20 ===
consensus_distance=0.002



=== Log clique consensus distance @ E37B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.010



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0487 top1= 79.3470


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2018 top1= 69.9319


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.2760 top1= 71.5144

Train epoch 38
[E38B0  |    416/60000 (  1%) ] Loss: 0.2383 top1= 94.8864

=== Log global consensus distance @ E38B0 ===
consensus_distance=0.002



=== Log clique consensus distance @ E38B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.010


[E38B10 |   4576/60000 (  8%) ] Loss: 0.2681 top1= 92.6136

=== Log global consensus distance @ E38B10 ===
consensus_distance=0.002



=== Log clique consensus distance @ E38B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.010


[E38B20 |   8736/60000 ( 15%) ] Loss: 0.2032 top1= 96.5909

=== Log global consensus distance @ E38B20 ===
consensus_distance=0.002



=== Log clique consensus distance @ E38B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.010



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0504 top1= 79.5072


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2007 top1= 70.1723


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.2772 top1= 71.8149

Train epoch 39
[E39B0  |    416/60000 (  1%) ] Loss: 0.2333 top1= 94.8864

=== Log global consensus distance @ E39B0 ===
consensus_distance=0.002



=== Log clique consensus distance @ E39B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.010


[E39B10 |   4576/60000 (  8%) ] Loss: 0.2641 top1= 92.6136

=== Log global consensus distance @ E39B10 ===
consensus_distance=0.002



=== Log clique consensus distance @ E39B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.010


[E39B20 |   8736/60000 ( 15%) ] Loss: 0.1989 top1= 96.3068

=== Log global consensus distance @ E39B20 ===
consensus_distance=0.002



=== Log clique consensus distance @ E39B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.010



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0523 top1= 79.5873


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2002 top1= 70.4627


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.2789 top1= 72.0252

Train epoch 40
[E40B0  |    416/60000 (  1%) ] Loss: 0.2285 top1= 94.8864

=== Log global consensus distance @ E40B0 ===
consensus_distance=0.002



=== Log clique consensus distance @ E40B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.010


[E40B10 |   4576/60000 (  8%) ] Loss: 0.2603 top1= 92.3295

=== Log global consensus distance @ E40B10 ===
consensus_distance=0.002



=== Log clique consensus distance @ E40B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.010


[E40B20 |   8736/60000 ( 15%) ] Loss: 0.1948 top1= 96.5909

=== Log global consensus distance @ E40B20 ===
consensus_distance=0.002



=== Log clique consensus distance @ E40B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.010



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0544 top1= 79.6775


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2000 top1= 70.7131


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.2807 top1= 72.3157

