
=== 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)

=== Start adding graph ===
TwoCliquesWithByzantine(m=5,b=1)

Train epoch 1
[E 1B0  |    384/60000 (  1%) ] Loss: 2.3142 top1=  7.6705

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



=== Log global consensus distance @ E1B0 ===
consensus_distance=0.001



=== Log clique consensus distance @ E1B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000



=== Log mixing matrix @ E1B0 ===
[[0.167 0.167 0.167 0.167 0.167 0.    0.    0.    0.    0.    0.167 0.   ]
 [0.167 0.233 0.2   0.2   0.2   0.    0.    0.    0.    0.    0.    0.   ]
 [0.167 0.2   0.233 0.2   0.2   0.    0.    0.    0.    0.    0.    0.   ]
 [0.167 0.2   0.2   0.233 0.2   0.    0.    0.    0.    0.    0.    0.   ]
 [0.167 0.2   0.2   0.2   0.233 0.    0.    0.    0.    0.    0.    0.   ]
 [0.    0.    0.    0.    0.    0.233 0.2   0.2   0.2   0.167 0.    0.   ]
 [0.    0.    0.    0.    0.    0.2   0.233 0.2   0.2   0.167 0.    0.   ]
 [0.    0.    0.    0.    0.    0.2   0.2   0.233 0.2   0.167 0.    0.   ]
 [0.    0.    0.    0.    0.    0.2   0.2   0.2   0.233 0.167 0.    0.   ]
 [0.    0.    0.    0.    0.    0.167 0.167 0.167 0.167 0.167 0.167 0.   ]
 [0.167 0.    0.    0.    0.    0.    0.    0.    0.    0.167 0.542 0.125]
 [0.    0.    0.    0.    0.    0.    0.    0.    0.    0.    0.125 0.875]]


[E 1B10 |   4224/60000 (  7%) ] Loss: 2.0681 top1= 42.3295

=== Log global consensus distance @ E1B10 ===
consensus_distance=0.021



=== Log clique consensus distance @ E1B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.032


[E 1B20 |   8064/60000 ( 13%) ] Loss: 1.6910 top1= 51.9886

=== Log global consensus distance @ E1B20 ===
consensus_distance=0.048



=== Log clique consensus distance @ E1B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.144



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1129 top1= 32.3718


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6117 top1= 38.5216


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3991 top1= 33.9443

Train epoch 2
[E 2B0  |    384/60000 (  1%) ] Loss: 1.2618 top1= 68.4659

=== Log global consensus distance @ E2B0 ===
consensus_distance=0.079



=== Log clique consensus distance @ E2B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.278


[E 2B10 |   4224/60000 (  7%) ] Loss: 0.9820 top1= 75.8523

=== Log global consensus distance @ E2B10 ===
consensus_distance=0.100



=== Log clique consensus distance @ E2B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.369


[E 2B20 |   8064/60000 ( 13%) ] Loss: 0.7510 top1= 84.0909

=== Log global consensus distance @ E2B20 ===
consensus_distance=0.108



=== Log clique consensus distance @ E2B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.408



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.6124 top1= 62.7704


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.7252 top1= 39.2127


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.7166 top1= 35.4667

Train epoch 3
[E 3B0  |    384/60000 (  1%) ] Loss: 0.5243 top1= 89.4886

=== Log global consensus distance @ E3B0 ===
consensus_distance=0.111



=== Log clique consensus distance @ E3B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.419


[E 3B10 |   4224/60000 (  7%) ] Loss: 0.4619 top1= 89.4886

=== Log global consensus distance @ E3B10 ===
consensus_distance=0.106



=== Log clique consensus distance @ E3B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.398


[E 3B20 |   8064/60000 ( 13%) ] Loss: 0.4197 top1= 89.4886

=== Log global consensus distance @ E3B20 ===
consensus_distance=0.097



=== Log clique consensus distance @ E3B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.361



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.1998 top1= 72.1354


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2519 top1= 39.8337


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4784 top1= 38.9423

Train epoch 4
[E 4B0  |    384/60000 (  1%) ] Loss: 0.2987 top1= 92.3295

=== Log global consensus distance @ E4B0 ===
consensus_distance=0.089



=== Log clique consensus distance @ E4B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.325


[E 4B10 |   4224/60000 (  7%) ] Loss: 0.3255 top1= 92.8977

=== Log global consensus distance @ E4B10 ===
consensus_distance=0.080



=== Log clique consensus distance @ E4B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.286


[E 4B20 |   8064/60000 ( 13%) ] Loss: 0.3192 top1= 91.4773

=== Log global consensus distance @ E4B20 ===
consensus_distance=0.072



=== Log clique consensus distance @ E4B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.251



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0045 top1= 74.4992


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9840 top1= 42.8586


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2684 top1= 41.1558

Train epoch 5
[E 5B0  |    384/60000 (  1%) ] Loss: 0.2366 top1= 93.7500

=== Log global consensus distance @ E5B0 ===
consensus_distance=0.065



=== Log clique consensus distance @ E5B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.224


[E 5B10 |   4224/60000 (  7%) ] Loss: 0.2757 top1= 94.0341

=== Log global consensus distance @ E5B10 ===
consensus_distance=0.060



=== Log clique consensus distance @ E5B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.202


[E 5B20 |   8064/60000 ( 13%) ] Loss: 0.2730 top1= 92.6136

=== Log global consensus distance @ E5B20 ===
consensus_distance=0.056



=== Log clique consensus distance @ E5B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.182



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8989 top1= 75.8213


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8284 top1= 45.8534


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1287 top1= 42.5481

Train epoch 6
[E 6B0  |    384/60000 (  1%) ] Loss: 0.2074 top1= 94.3182

=== Log global consensus distance @ E6B0 ===
consensus_distance=0.053



=== Log clique consensus distance @ E6B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.169


[E 6B10 |   4224/60000 (  7%) ] Loss: 0.2485 top1= 94.6023

=== Log global consensus distance @ E6B10 ===
consensus_distance=0.050



=== Log clique consensus distance @ E6B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.157


[E 6B20 |   8064/60000 ( 13%) ] Loss: 0.2461 top1= 93.4659

=== Log global consensus distance @ E6B20 ===
consensus_distance=0.048



=== Log clique consensus distance @ E6B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.146



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8367 top1= 76.4623


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7250 top1= 47.7965


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0451 top1= 44.2308

Train epoch 7
[E 7B0  |    384/60000 (  1%) ] Loss: 0.1901 top1= 94.6023

=== Log global consensus distance @ E7B0 ===
consensus_distance=0.046



=== Log clique consensus distance @ E7B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.139


[E 7B10 |   4224/60000 (  7%) ] Loss: 0.2312 top1= 94.8864

=== Log global consensus distance @ E7B10 ===
consensus_distance=0.044



=== Log clique consensus distance @ E7B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.132


[E 7B20 |   8064/60000 ( 13%) ] Loss: 0.2288 top1= 94.0341

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



=== Log clique consensus distance @ E7B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.125



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7979 top1= 76.9531


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6587 top1= 48.9984


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.9829 top1= 45.5529

Train epoch 8
[E 8B0  |    384/60000 (  1%) ] Loss: 0.1792 top1= 95.1705

=== Log global consensus distance @ E8B0 ===
consensus_distance=0.042



=== Log clique consensus distance @ E8B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.121


[E 8B10 |   4224/60000 (  7%) ] Loss: 0.2198 top1= 95.4545

=== Log global consensus distance @ E8B10 ===
consensus_distance=0.041



=== Log clique consensus distance @ E8B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.118


[E 8B20 |   8064/60000 ( 13%) ] Loss: 0.2173 top1= 94.6023

=== Log global consensus distance @ E8B20 ===
consensus_distance=0.040



=== Log clique consensus distance @ E8B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.113



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7745 top1= 77.2736


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6135 top1= 49.8898


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.9431 top1= 46.3442

Train epoch 9
[E 9B0  |    384/60000 (  1%) ] Loss: 0.1721 top1= 95.4545

=== Log global consensus distance @ E9B0 ===
consensus_distance=0.039



=== Log clique consensus distance @ E9B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.111


[E 9B10 |   4224/60000 (  7%) ] Loss: 0.2118 top1= 95.1705

=== Log global consensus distance @ E9B10 ===
consensus_distance=0.039



=== Log clique consensus distance @ E9B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.109


[E 9B20 |   8064/60000 ( 13%) ] Loss: 0.2099 top1= 94.8864

=== Log global consensus distance @ E9B20 ===
consensus_distance=0.038



=== Log clique consensus distance @ E9B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.106



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7614 top1= 77.3638


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5826 top1= 50.4507


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.9160 top1= 46.6847

Train epoch 10
[E10B0  |    384/60000 (  1%) ] Loss: 0.1675 top1= 96.0227

=== Log global consensus distance @ E10B0 ===
consensus_distance=0.038



=== Log clique consensus distance @ E10B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.105


[E10B10 |   4224/60000 (  7%) ] Loss: 0.2067 top1= 95.4545

=== Log global consensus distance @ E10B10 ===
consensus_distance=0.038



=== Log clique consensus distance @ E10B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.103


[E10B20 |   8064/60000 ( 13%) ] Loss: 0.2050 top1= 94.8864

=== Log global consensus distance @ E10B20 ===
consensus_distance=0.037



=== Log clique consensus distance @ E10B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.101



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7559 top1= 77.4439


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5633 top1= 50.7111


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.9011 top1= 46.7949

Train epoch 11
[E11B0  |    384/60000 (  1%) ] Loss: 0.1650 top1= 96.3068

=== Log global consensus distance @ E11B0 ===
consensus_distance=0.037



=== Log clique consensus distance @ E11B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.101


[E11B10 |   4224/60000 (  7%) ] Loss: 0.2036 top1= 95.4545

=== Log global consensus distance @ E11B10 ===
consensus_distance=0.037



=== Log clique consensus distance @ E11B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.100


[E11B20 |   8064/60000 ( 13%) ] Loss: 0.2024 top1= 95.1705

=== Log global consensus distance @ E11B20 ===
consensus_distance=0.037



=== Log clique consensus distance @ E11B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.099



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7567 top1= 77.3738


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5515 top1= 50.9515


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.8917 top1= 46.8450

Train epoch 12
[E12B0  |    384/60000 (  1%) ] Loss: 0.1641 top1= 96.5909

=== Log global consensus distance @ E12B0 ===
consensus_distance=0.037



=== Log clique consensus distance @ E12B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.099


[E12B10 |   4224/60000 (  7%) ] Loss: 0.2021 top1= 95.4545

=== Log global consensus distance @ E12B10 ===
consensus_distance=0.037



=== Log clique consensus distance @ E12B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.099


[E12B20 |   8064/60000 ( 13%) ] Loss: 0.2013 top1= 95.7386

=== Log global consensus distance @ E12B20 ===
consensus_distance=0.036



=== Log clique consensus distance @ E12B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.098



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7623 top1= 77.3938


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5459 top1= 50.9615


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.8870 top1= 46.7949

Train epoch 13
[E13B0  |    384/60000 (  1%) ] Loss: 0.1644 top1= 96.3068

=== Log global consensus distance @ E13B0 ===
consensus_distance=0.037



=== Log clique consensus distance @ E13B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.099


[E13B10 |   4224/60000 (  7%) ] Loss: 0.2021 top1= 95.4545

=== Log global consensus distance @ E13B10 ===
consensus_distance=0.037



=== Log clique consensus distance @ E13B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.099


[E13B20 |   8064/60000 ( 13%) ] Loss: 0.2015 top1= 95.7386

=== Log global consensus distance @ E13B20 ===
consensus_distance=0.036



=== Log clique consensus distance @ E13B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.098



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7719 top1= 77.4139


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5457 top1= 50.8213


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.8889 top1= 46.5946

Train epoch 14
[E14B0  |    384/60000 (  1%) ] Loss: 0.1659 top1= 96.5909

=== Log global consensus distance @ E14B0 ===
consensus_distance=0.037



=== Log clique consensus distance @ E14B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.099


[E14B10 |   4224/60000 (  7%) ] Loss: 0.2034 top1= 95.4545

=== Log global consensus distance @ E14B10 ===
consensus_distance=0.037



=== Log clique consensus distance @ E14B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.100


[E14B20 |   8064/60000 ( 13%) ] Loss: 0.2032 top1= 96.0227

=== Log global consensus distance @ E14B20 ===
consensus_distance=0.037



=== Log clique consensus distance @ E14B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.100



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7854 top1= 77.2336


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5500 top1= 50.3906


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.8946 top1= 46.2740

Train epoch 15
[E15B0  |    384/60000 (  1%) ] Loss: 0.1683 top1= 97.1591

=== Log global consensus distance @ E15B0 ===
consensus_distance=0.037



=== Log clique consensus distance @ E15B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.101


[E15B10 |   4224/60000 (  7%) ] Loss: 0.2059 top1= 95.7386

=== Log global consensus distance @ E15B10 ===
consensus_distance=0.037



=== Log clique consensus distance @ E15B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.102


[E15B20 |   8064/60000 ( 13%) ] Loss: 0.2059 top1= 96.0227

=== Log global consensus distance @ E15B20 ===
consensus_distance=0.037



=== Log clique consensus distance @ E15B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.102



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8023 top1= 77.0132


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5581 top1= 49.8998


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.9056 top1= 45.9435

Train epoch 16
[E16B0  |    384/60000 (  1%) ] Loss: 0.1716 top1= 97.1591

=== Log global consensus distance @ E16B0 ===
consensus_distance=0.038



=== Log clique consensus distance @ E16B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.103


[E16B10 |   4224/60000 (  7%) ] Loss: 0.2094 top1= 95.4545

=== Log global consensus distance @ E16B10 ===
consensus_distance=0.038



=== Log clique consensus distance @ E16B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.105


[E16B20 |   8064/60000 ( 13%) ] Loss: 0.2098 top1= 96.0227

=== Log global consensus distance @ E16B20 ===
consensus_distance=0.038



=== Log clique consensus distance @ E16B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.105



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8229 top1= 76.7027


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5696 top1= 49.4291


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.9184 top1= 45.5929

Train epoch 17
[E17B0  |    384/60000 (  1%) ] Loss: 0.1761 top1= 96.8750

=== Log global consensus distance @ E17B0 ===
consensus_distance=0.038



=== Log clique consensus distance @ E17B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.107


[E17B10 |   4224/60000 (  7%) ] Loss: 0.2139 top1= 95.4545

=== Log global consensus distance @ E17B10 ===
consensus_distance=0.039



=== Log clique consensus distance @ E17B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.108


[E17B20 |   8064/60000 ( 13%) ] Loss: 0.2147 top1= 95.7386

=== Log global consensus distance @ E17B20 ===
consensus_distance=0.039



=== Log clique consensus distance @ E17B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.109



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8469 top1= 76.4724


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5836 top1= 48.7580


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.9348 top1= 45.0621

Train epoch 18
[E18B0  |    384/60000 (  1%) ] Loss: 0.1814 top1= 96.8750

=== Log global consensus distance @ E18B0 ===
consensus_distance=0.039



=== Log clique consensus distance @ E18B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.111


[E18B10 |   4224/60000 (  7%) ] Loss: 0.2197 top1= 95.1705

=== Log global consensus distance @ E18B10 ===
consensus_distance=0.040



=== Log clique consensus distance @ E18B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.113


[E18B20 |   8064/60000 ( 13%) ] Loss: 0.2209 top1= 95.7386

=== Log global consensus distance @ E18B20 ===
consensus_distance=0.040



=== Log clique consensus distance @ E18B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.113



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8745 top1= 76.1218


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6011 top1= 48.0469


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.9538 top1= 44.3109

Train epoch 19
[E19B0  |    384/60000 (  1%) ] Loss: 0.1878 top1= 96.8750

=== Log global consensus distance @ E19B0 ===
consensus_distance=0.040



=== Log clique consensus distance @ E19B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.116


[E19B10 |   4224/60000 (  7%) ] Loss: 0.2264 top1= 94.8864

=== Log global consensus distance @ E19B10 ===
consensus_distance=0.041



=== Log clique consensus distance @ E19B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.118


[E19B20 |   8064/60000 ( 13%) ] Loss: 0.2283 top1= 95.7386

=== Log global consensus distance @ E19B20 ===
consensus_distance=0.041



=== Log clique consensus distance @ E19B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.119



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9057 top1= 75.7011


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6222 top1= 47.3958


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.9749 top1= 43.8101

Train epoch 20
[E20B0  |    384/60000 (  1%) ] Loss: 0.1953 top1= 96.8750

=== Log global consensus distance @ E20B0 ===
consensus_distance=0.042



=== Log clique consensus distance @ E20B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.122


[E20B10 |   4224/60000 (  7%) ] Loss: 0.2344 top1= 94.8864

=== Log global consensus distance @ E20B10 ===
consensus_distance=0.042



=== Log clique consensus distance @ E20B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.124


[E20B20 |   8064/60000 ( 13%) ] Loss: 0.2370 top1= 95.4545

=== Log global consensus distance @ E20B20 ===
consensus_distance=0.043



=== Log clique consensus distance @ E20B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.126



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9405 top1= 75.1002


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6461 top1= 46.7949


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.9989 top1= 43.0990

Train epoch 21
[E21B0  |    384/60000 (  1%) ] Loss: 0.2040 top1= 96.8750

=== Log global consensus distance @ E21B0 ===
consensus_distance=0.043



=== Log clique consensus distance @ E21B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.129


[E21B10 |   4224/60000 (  7%) ] Loss: 0.2435 top1= 94.8864

=== Log global consensus distance @ E21B10 ===
consensus_distance=0.044



=== Log clique consensus distance @ E21B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.132


[E21B20 |   8064/60000 ( 13%) ] Loss: 0.2470 top1= 95.4545

=== Log global consensus distance @ E21B20 ===
consensus_distance=0.044



=== Log clique consensus distance @ E21B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.133



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9790 top1= 74.5092


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6723 top1= 46.2540


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0248 top1= 42.5982

Train epoch 22
[E22B0  |    384/60000 (  1%) ] Loss: 0.2139 top1= 96.0227

=== Log global consensus distance @ E22B0 ===
consensus_distance=0.045



=== Log clique consensus distance @ E22B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.137


[E22B10 |   4224/60000 (  7%) ] Loss: 0.2541 top1= 94.8864

=== Log global consensus distance @ E22B10 ===
consensus_distance=0.046



=== Log clique consensus distance @ E22B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.140


[E22B20 |   8064/60000 ( 13%) ] Loss: 0.2583 top1= 95.1705

=== Log global consensus distance @ E22B20 ===
consensus_distance=0.046



=== Log clique consensus distance @ E22B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.142



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0209 top1= 73.7079


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7009 top1= 45.8734


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0521 top1= 42.2776

Train epoch 23
[E23B0  |    384/60000 (  1%) ] Loss: 0.2250 top1= 95.4545

=== Log global consensus distance @ E23B0 ===
consensus_distance=0.047



=== Log clique consensus distance @ E23B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.146


[E23B10 |   4224/60000 (  7%) ] Loss: 0.2659 top1= 94.6023

=== Log global consensus distance @ E23B10 ===
consensus_distance=0.048



=== Log clique consensus distance @ E23B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.150


[E23B20 |   8064/60000 ( 13%) ] Loss: 0.2710 top1= 95.1705

=== Log global consensus distance @ E23B20 ===
consensus_distance=0.048



=== Log clique consensus distance @ E23B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.152



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0662 top1= 72.8966


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7322 top1= 45.4728


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0816 top1= 42.0673

Train epoch 24
[E24B0  |    384/60000 (  1%) ] Loss: 0.2372 top1= 95.4545

=== Log global consensus distance @ E24B0 ===
consensus_distance=0.049



=== Log clique consensus distance @ E24B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.157


[E24B10 |   4224/60000 (  7%) ] Loss: 0.2788 top1= 94.3182

=== Log global consensus distance @ E24B10 ===
consensus_distance=0.050



=== Log clique consensus distance @ E24B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.161


[E24B20 |   8064/60000 ( 13%) ] Loss: 0.2850 top1= 94.8864

=== Log global consensus distance @ E24B20 ===
consensus_distance=0.051



=== Log clique consensus distance @ E24B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.163



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.1140 top1= 71.8550


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7645 top1= 45.0020


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1121 top1= 41.7368

Train epoch 25
[E25B0  |    384/60000 (  1%) ] Loss: 0.2505 top1= 95.1705

=== Log global consensus distance @ E25B0 ===
consensus_distance=0.052



=== Log clique consensus distance @ E25B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.168


[E25B10 |   4224/60000 (  7%) ] Loss: 0.2928 top1= 93.7500

=== Log global consensus distance @ E25B10 ===
consensus_distance=0.053



=== Log clique consensus distance @ E25B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.172


[E25B20 |   8064/60000 ( 13%) ] Loss: 0.3000 top1= 94.0341

=== Log global consensus distance @ E25B20 ===
consensus_distance=0.054



=== Log clique consensus distance @ E25B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.175



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.1634 top1= 70.8133


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7987 top1= 44.5012


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1431 top1= 41.4563

Train epoch 26
[E26B0  |    384/60000 (  1%) ] Loss: 0.2647 top1= 94.8864

=== Log global consensus distance @ E26B0 ===
consensus_distance=0.055



=== Log clique consensus distance @ E26B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.181


[E26B10 |   4224/60000 (  7%) ] Loss: 0.3074 top1= 93.4659

=== Log global consensus distance @ E26B10 ===
consensus_distance=0.056



=== Log clique consensus distance @ E26B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.185


[E26B20 |   8064/60000 ( 13%) ] Loss: 0.3158 top1= 93.1818

=== Log global consensus distance @ E26B20 ===
consensus_distance=0.056



=== Log clique consensus distance @ E26B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.188



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.2132 top1= 69.5813


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8338 top1= 44.0004


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1730 top1= 41.1759

Train epoch 27
[E27B0  |    384/60000 (  1%) ] Loss: 0.2793 top1= 94.6023

=== Log global consensus distance @ E27B0 ===
consensus_distance=0.058



=== Log clique consensus distance @ E27B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.194


[E27B10 |   4224/60000 (  7%) ] Loss: 0.3223 top1= 93.1818

=== Log global consensus distance @ E27B10 ===
consensus_distance=0.059



=== Log clique consensus distance @ E27B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.198


[E27B20 |   8064/60000 ( 13%) ] Loss: 0.3318 top1= 92.8977

=== Log global consensus distance @ E27B20 ===
consensus_distance=0.059



=== Log clique consensus distance @ E27B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.201



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.2620 top1= 68.1591


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8682 top1= 43.4796


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2027 top1= 40.9455

Train epoch 28
[E28B0  |    384/60000 (  1%) ] Loss: 0.2939 top1= 94.6023

=== Log global consensus distance @ E28B0 ===
consensus_distance=0.061



=== Log clique consensus distance @ E28B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.207


[E28B10 |   4224/60000 (  7%) ] Loss: 0.3369 top1= 93.1818

=== Log global consensus distance @ E28B10 ===
consensus_distance=0.062



=== Log clique consensus distance @ E28B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.212


[E28B20 |   8064/60000 ( 13%) ] Loss: 0.3475 top1= 92.8977

=== Log global consensus distance @ E28B20 ===
consensus_distance=0.062



=== Log clique consensus distance @ E28B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.214



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.3084 top1= 66.7468


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9015 top1= 42.8385


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2306 top1= 40.5749

Train epoch 29
[E29B0  |    384/60000 (  1%) ] Loss: 0.3080 top1= 94.6023

=== Log global consensus distance @ E29B0 ===
consensus_distance=0.064



=== Log clique consensus distance @ E29B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.220


[E29B10 |   4224/60000 (  7%) ] Loss: 0.3506 top1= 93.1818

=== Log global consensus distance @ E29B10 ===
consensus_distance=0.065



=== Log clique consensus distance @ E29B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.225


[E29B20 |   8064/60000 ( 13%) ] Loss: 0.3622 top1= 92.8977

=== Log global consensus distance @ E29B20 ===
consensus_distance=0.065



=== Log clique consensus distance @ E29B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.227



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.3508 top1= 65.2845


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9320 top1= 42.2576


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2564 top1= 40.2644

Train epoch 30
[E30B0  |    384/60000 (  1%) ] Loss: 0.3209 top1= 94.6023

=== Log global consensus distance @ E30B0 ===
consensus_distance=0.067



=== Log clique consensus distance @ E30B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.233


[E30B10 |   4224/60000 (  7%) ] Loss: 0.3630 top1= 93.1818

=== Log global consensus distance @ E30B10 ===
consensus_distance=0.067



=== Log clique consensus distance @ E30B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.237


[E30B20 |   8064/60000 ( 13%) ] Loss: 0.3756 top1= 93.1818

=== Log global consensus distance @ E30B20 ===
consensus_distance=0.068



=== Log clique consensus distance @ E30B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.239



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.3886 top1= 64.2228


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9597 top1= 41.7067


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2796 top1= 40.0641

Train epoch 31
[E31B0  |    384/60000 (  1%) ] Loss: 0.3325 top1= 94.6023

=== Log global consensus distance @ E31B0 ===
consensus_distance=0.069



=== Log clique consensus distance @ E31B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.245


[E31B10 |   4224/60000 (  7%) ] Loss: 0.3738 top1= 93.1818

=== Log global consensus distance @ E31B10 ===
consensus_distance=0.070



=== Log clique consensus distance @ E31B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.249


[E31B20 |   8064/60000 ( 13%) ] Loss: 0.3871 top1= 93.1818

=== Log global consensus distance @ E31B20 ===
consensus_distance=0.070



=== Log clique consensus distance @ E31B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.250



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.4213 top1= 63.2412


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9841 top1= 41.2460


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2995 top1= 39.7536

Train epoch 32
[E32B0  |    384/60000 (  1%) ] Loss: 0.3424 top1= 94.8864

=== Log global consensus distance @ E32B0 ===
consensus_distance=0.071



=== Log clique consensus distance @ E32B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.255


[E32B10 |   4224/60000 (  7%) ] Loss: 0.3830 top1= 93.1818

=== Log global consensus distance @ E32B10 ===
consensus_distance=0.072



=== Log clique consensus distance @ E32B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.259


[E32B20 |   8064/60000 ( 13%) ] Loss: 0.3968 top1= 93.1818

=== Log global consensus distance @ E32B20 ===
consensus_distance=0.072



=== Log clique consensus distance @ E32B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.259



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.4492 top1= 62.4199


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0046 top1= 40.9856


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3169 top1= 39.3429

Train epoch 33
[E33B0  |    384/60000 (  1%) ] Loss: 0.3507 top1= 94.8864

=== Log global consensus distance @ E33B0 ===
consensus_distance=0.073



=== Log clique consensus distance @ E33B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.264


[E33B10 |   4224/60000 (  7%) ] Loss: 0.3905 top1= 92.8977

=== Log global consensus distance @ E33B10 ===
consensus_distance=0.074



=== Log clique consensus distance @ E33B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.267


[E33B20 |   8064/60000 ( 13%) ] Loss: 0.4048 top1= 93.1818

=== Log global consensus distance @ E33B20 ===
consensus_distance=0.074



=== Log clique consensus distance @ E33B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.267



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.4725 top1= 61.8089


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0218 top1= 40.6450


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3315 top1= 39.0124

Train epoch 34
[E34B0  |    384/60000 (  1%) ] Loss: 0.3574 top1= 94.8864

=== Log global consensus distance @ E34B0 ===
consensus_distance=0.075



=== Log clique consensus distance @ E34B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.271


[E34B10 |   4224/60000 (  7%) ] Loss: 0.3965 top1= 92.8977

=== Log global consensus distance @ E34B10 ===
consensus_distance=0.076



=== Log clique consensus distance @ E34B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.274


[E34B20 |   8064/60000 ( 13%) ] Loss: 0.4111 top1= 92.8977

=== Log global consensus distance @ E34B20 ===
consensus_distance=0.076



=== Log clique consensus distance @ E34B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.273



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.4918 top1= 61.1178


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0359 top1= 40.4046


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3433 top1= 38.7620

Train epoch 35
[E35B0  |    384/60000 (  1%) ] Loss: 0.3627 top1= 94.8864

=== Log global consensus distance @ E35B0 ===
consensus_distance=0.076



=== Log clique consensus distance @ E35B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.277


[E35B10 |   4224/60000 (  7%) ] Loss: 0.4012 top1= 92.8977

=== Log global consensus distance @ E35B10 ===
consensus_distance=0.077



=== Log clique consensus distance @ E35B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.279


[E35B20 |   8064/60000 ( 13%) ] Loss: 0.4161 top1= 92.6136

=== Log global consensus distance @ E35B20 ===
consensus_distance=0.077



=== Log clique consensus distance @ E35B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.278



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5077 top1= 60.7171


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0472 top1= 40.3045


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3531 top1= 38.4215

Train epoch 36
[E36B0  |    384/60000 (  1%) ] Loss: 0.3669 top1= 94.8864

=== Log global consensus distance @ E36B0 ===
consensus_distance=0.077



=== Log clique consensus distance @ E36B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.282


[E36B10 |   4224/60000 (  7%) ] Loss: 0.4049 top1= 92.6136

=== Log global consensus distance @ E36B10 ===
consensus_distance=0.078



=== Log clique consensus distance @ E36B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.283


[E36B20 |   8064/60000 ( 13%) ] Loss: 0.4200 top1= 92.6136

=== Log global consensus distance @ E36B20 ===
consensus_distance=0.077



=== Log clique consensus distance @ E36B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.282



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5207 top1= 60.3766


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0565 top1= 40.2043


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3608 top1= 38.2111

Train epoch 37
[E37B0  |    384/60000 (  1%) ] Loss: 0.3701 top1= 94.6023

=== Log global consensus distance @ E37B0 ===
consensus_distance=0.078



=== Log clique consensus distance @ E37B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.285


[E37B10 |   4224/60000 (  7%) ] Loss: 0.4076 top1= 92.6136

=== Log global consensus distance @ E37B10 ===
consensus_distance=0.078



=== Log clique consensus distance @ E37B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.286


[E37B20 |   8064/60000 ( 13%) ] Loss: 0.4229 top1= 92.6136

=== Log global consensus distance @ E37B20 ===
consensus_distance=0.078



=== Log clique consensus distance @ E37B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.285



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5315 top1= 60.0561


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0637 top1= 40.1542


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3670 top1= 37.9607

Train epoch 38
[E38B0  |    384/60000 (  1%) ] Loss: 0.3727 top1= 94.6023

=== Log global consensus distance @ E38B0 ===
consensus_distance=0.079



=== Log clique consensus distance @ E38B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.288


[E38B10 |   4224/60000 (  7%) ] Loss: 0.4097 top1= 92.6136

=== Log global consensus distance @ E38B10 ===
consensus_distance=0.079



=== Log clique consensus distance @ E38B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.288


[E38B20 |   8064/60000 ( 13%) ] Loss: 0.4252 top1= 92.6136

=== Log global consensus distance @ E38B20 ===
consensus_distance=0.079



=== Log clique consensus distance @ E38B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.287



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5405 top1= 59.8357


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0694 top1= 40.1042


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3719 top1= 37.9207

Train epoch 39
[E39B0  |    384/60000 (  1%) ] Loss: 0.3746 top1= 94.6023

=== Log global consensus distance @ E39B0 ===
consensus_distance=0.079



=== Log clique consensus distance @ E39B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.290


[E39B10 |   4224/60000 (  7%) ] Loss: 0.4112 top1= 92.6136

=== Log global consensus distance @ E39B10 ===
consensus_distance=0.079



=== Log clique consensus distance @ E39B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.290


[E39B20 |   8064/60000 ( 13%) ] Loss: 0.4269 top1= 92.3295

=== Log global consensus distance @ E39B20 ===
consensus_distance=0.079



=== Log clique consensus distance @ E39B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.288



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5481 top1= 59.5954


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0741 top1= 40.0541


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3758 top1= 37.7704

Train epoch 40
[E40B0  |    384/60000 (  1%) ] Loss: 0.3761 top1= 94.6023

=== Log global consensus distance @ E40B0 ===
consensus_distance=0.079



=== Log clique consensus distance @ E40B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.291


[E40B10 |   4224/60000 (  7%) ] Loss: 0.4124 top1= 92.6136

=== Log global consensus distance @ E40B10 ===
consensus_distance=0.080



=== Log clique consensus distance @ E40B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.291


[E40B20 |   8064/60000 ( 13%) ] Loss: 0.4282 top1= 92.3295

=== Log global consensus distance @ E40B20 ===
consensus_distance=0.079



=== Log clique consensus distance @ E40B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.290



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5545 top1= 59.4551


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0779 top1= 40.0541


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3788 top1= 37.6302

Train epoch 41
[E41B0  |    384/60000 (  1%) ] Loss: 0.3772 top1= 94.6023

=== Log global consensus distance @ E41B0 ===
consensus_distance=0.080



=== Log clique consensus distance @ E41B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.292


[E41B10 |   4224/60000 (  7%) ] Loss: 0.4132 top1= 92.6136

=== Log global consensus distance @ E41B10 ===
consensus_distance=0.080



=== Log clique consensus distance @ E41B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.292


[E41B20 |   8064/60000 ( 13%) ] Loss: 0.4293 top1= 92.3295

=== Log global consensus distance @ E41B20 ===
consensus_distance=0.079



=== Log clique consensus distance @ E41B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.290



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5600 top1= 59.3650


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0808 top1= 40.0341


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3812 top1= 37.5501

Train epoch 42
[E42B0  |    384/60000 (  1%) ] Loss: 0.3780 top1= 94.6023

=== Log global consensus distance @ E42B0 ===
consensus_distance=0.080



=== Log clique consensus distance @ E42B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.293


[E42B10 |   4224/60000 (  7%) ] Loss: 0.4138 top1= 92.6136

=== Log global consensus distance @ E42B10 ===
consensus_distance=0.080



=== Log clique consensus distance @ E42B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.293


[E42B20 |   8064/60000 ( 13%) ] Loss: 0.4300 top1= 92.3295

=== Log global consensus distance @ E42B20 ===
consensus_distance=0.079



=== Log clique consensus distance @ E42B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.291



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5648 top1= 59.2849


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0833 top1= 40.0240


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3834 top1= 37.4499

Train epoch 43
[E43B0  |    384/60000 (  1%) ] Loss: 0.3787 top1= 94.6023

=== Log global consensus distance @ E43B0 ===
consensus_distance=0.080



=== Log clique consensus distance @ E43B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.293


[E43B10 |   4224/60000 (  7%) ] Loss: 0.4142 top1= 92.3295

=== Log global consensus distance @ E43B10 ===
consensus_distance=0.080



=== Log clique consensus distance @ E43B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.293


[E43B20 |   8064/60000 ( 13%) ] Loss: 0.4306 top1= 92.3295

=== Log global consensus distance @ E43B20 ===
consensus_distance=0.079



=== Log clique consensus distance @ E43B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.291



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5691 top1= 59.1847


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0856 top1= 40.0140


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3850 top1= 37.3698

Train epoch 44
[E44B0  |    384/60000 (  1%) ] Loss: 0.3791 top1= 94.6023

=== Log global consensus distance @ E44B0 ===
consensus_distance=0.080



=== Log clique consensus distance @ E44B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.293


[E44B10 |   4224/60000 (  7%) ] Loss: 0.4145 top1= 92.3295

=== Log global consensus distance @ E44B10 ===
consensus_distance=0.080



=== Log clique consensus distance @ E44B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.293


[E44B20 |   8064/60000 ( 13%) ] Loss: 0.4311 top1= 92.3295

=== Log global consensus distance @ E44B20 ===
consensus_distance=0.079



=== Log clique consensus distance @ E44B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.291



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5728 top1= 59.1246


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0875 top1= 40.0040


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3863 top1= 37.3197

Train epoch 45
[E45B0  |    384/60000 (  1%) ] Loss: 0.3794 top1= 94.6023

=== Log global consensus distance @ E45B0 ===
consensus_distance=0.080



=== Log clique consensus distance @ E45B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.293


[E45B10 |   4224/60000 (  7%) ] Loss: 0.4146 top1= 92.3295

=== Log global consensus distance @ E45B10 ===
consensus_distance=0.080



=== Log clique consensus distance @ E45B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.293


[E45B20 |   8064/60000 ( 13%) ] Loss: 0.4315 top1= 92.6136

=== Log global consensus distance @ E45B20 ===
consensus_distance=0.079



=== Log clique consensus distance @ E45B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.291



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5762 top1= 59.0645


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0892 top1= 40.0040


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3876 top1= 37.2897

Train epoch 46
[E46B0  |    384/60000 (  1%) ] Loss: 0.3796 top1= 94.6023

=== Log global consensus distance @ E46B0 ===
consensus_distance=0.080



=== Log clique consensus distance @ E46B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.293


[E46B10 |   4224/60000 (  7%) ] Loss: 0.4147 top1= 92.3295

=== Log global consensus distance @ E46B10 ===
consensus_distance=0.080



=== Log clique consensus distance @ E46B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.293


[E46B20 |   8064/60000 ( 13%) ] Loss: 0.4317 top1= 92.6136

=== Log global consensus distance @ E46B20 ===
consensus_distance=0.079



=== Log clique consensus distance @ E46B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.291



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5793 top1= 59.0745


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0908 top1= 39.9940


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3886 top1= 37.2196

Train epoch 47
[E47B0  |    384/60000 (  1%) ] Loss: 0.3798 top1= 94.6023

=== Log global consensus distance @ E47B0 ===
consensus_distance=0.080



=== Log clique consensus distance @ E47B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.293


[E47B10 |   4224/60000 (  7%) ] Loss: 0.4147 top1= 92.3295

=== Log global consensus distance @ E47B10 ===
consensus_distance=0.080



=== Log clique consensus distance @ E47B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.293


[E47B20 |   8064/60000 ( 13%) ] Loss: 0.4320 top1= 92.6136

=== Log global consensus distance @ E47B20 ===
consensus_distance=0.079



=== Log clique consensus distance @ E47B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.291



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5821 top1= 59.0745


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0922 top1= 39.9940


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3895 top1= 37.1294

Train epoch 48
[E48B0  |    384/60000 (  1%) ] Loss: 0.3798 top1= 94.6023

=== Log global consensus distance @ E48B0 ===
consensus_distance=0.080



=== Log clique consensus distance @ E48B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.293


[E48B10 |   4224/60000 (  7%) ] Loss: 0.4146 top1= 92.3295

=== Log global consensus distance @ E48B10 ===
consensus_distance=0.080



=== Log clique consensus distance @ E48B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.293


[E48B20 |   8064/60000 ( 13%) ] Loss: 0.4321 top1= 92.6136

=== Log global consensus distance @ E48B20 ===
consensus_distance=0.079



=== Log clique consensus distance @ E48B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.290



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5848 top1= 59.0946


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0935 top1= 39.9740


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3905 top1= 37.0393

Train epoch 49
[E49B0  |    384/60000 (  1%) ] Loss: 0.3798 top1= 94.6023

=== Log global consensus distance @ E49B0 ===
consensus_distance=0.080



=== Log clique consensus distance @ E49B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.293


[E49B10 |   4224/60000 (  7%) ] Loss: 0.4145 top1= 92.3295

=== Log global consensus distance @ E49B10 ===
consensus_distance=0.080



=== Log clique consensus distance @ E49B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.293


[E49B20 |   8064/60000 ( 13%) ] Loss: 0.4323 top1= 92.6136

=== Log global consensus distance @ E49B20 ===
consensus_distance=0.079



=== Log clique consensus distance @ E49B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.290



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5872 top1= 59.0545


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0946 top1= 39.9539


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3914 top1= 37.0092

Train epoch 50
[E50B0  |    384/60000 (  1%) ] Loss: 0.3798 top1= 94.6023

=== Log global consensus distance @ E50B0 ===
consensus_distance=0.080



=== Log clique consensus distance @ E50B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.292


[E50B10 |   4224/60000 (  7%) ] Loss: 0.4143 top1= 92.3295

=== Log global consensus distance @ E50B10 ===
consensus_distance=0.080



=== Log clique consensus distance @ E50B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.292


[E50B20 |   8064/60000 ( 13%) ] Loss: 0.4324 top1= 92.6136

=== Log global consensus distance @ E50B20 ===
consensus_distance=0.079



=== Log clique consensus distance @ E50B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.290



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5895 top1= 59.0244


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0956 top1= 39.9639


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3922 top1= 36.9892

