
=== 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 BitFlippingWorker

=== 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: 2.0682 top1= 42.0455

=== Log global consensus distance @ E1B10 ===
consensus_distance=0.014



=== Log clique consensus distance @ E1B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.031


[E 1B20 |   8064/60000 ( 13%) ] Loss: 1.6862 top1= 52.2727

=== Log global consensus distance @ E1B20 ===
consensus_distance=0.043



=== Log clique consensus distance @ E1B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.145



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1104 top1= 32.8325


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6214 top1= 38.5917


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4054 top1= 33.9343

Train epoch 2
[E 2B0  |    384/60000 (  1%) ] Loss: 1.2573 top1= 68.1818

=== Log global consensus distance @ E2B0 ===
consensus_distance=0.076



=== Log clique consensus distance @ E2B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.280


[E 2B10 |   4224/60000 (  7%) ] Loss: 0.9778 top1= 75.5682

=== Log global consensus distance @ E2B10 ===
consensus_distance=0.097



=== Log clique consensus distance @ E2B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.370


[E 2B20 |   8064/60000 ( 13%) ] Loss: 0.7494 top1= 84.0909

=== Log global consensus distance @ E2B20 ===
consensus_distance=0.107



=== Log clique consensus distance @ E2B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.410



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.6199 top1= 62.4199


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.7165 top1= 39.2328


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.7029 top1= 35.5068

Train epoch 3
[E 3B0  |    384/60000 (  1%) ] Loss: 0.5249 top1= 89.7727

=== Log global consensus distance @ E3B0 ===
consensus_distance=0.110



=== Log clique consensus distance @ E3B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.423


[E 3B10 |   4224/60000 (  7%) ] Loss: 0.4652 top1= 89.7727

=== Log global consensus distance @ E3B10 ===
consensus_distance=0.105



=== Log clique consensus distance @ E3B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.403


[E 3B20 |   8064/60000 ( 13%) ] Loss: 0.4241 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=0.367



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.2160 top1= 71.9351


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2640 top1= 39.8438


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4776 top1= 38.8121

Train epoch 4
[E 4B0  |    384/60000 (  1%) ] Loss: 0.3022 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=0.332


[E 4B10 |   4224/60000 (  7%) ] Loss: 0.3292 top1= 93.1818

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



=== Log clique consensus distance @ E4B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.294


[E 4B20 |   8064/60000 ( 13%) ] Loss: 0.3233 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=0.258



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0162 top1= 74.2188


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9996 top1= 42.5781


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2766 top1= 41.1458

Train epoch 5
[E 5B0  |    384/60000 (  1%) ] Loss: 0.2382 top1= 94.0341

=== Log global consensus distance @ E5B0 ===
consensus_distance=0.066



=== Log clique consensus distance @ E5B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.231


[E 5B10 |   4224/60000 (  7%) ] Loss: 0.2779 top1= 93.7500

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



=== Log clique consensus distance @ E5B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.208


[E 5B20 |   8064/60000 ( 13%) ] Loss: 0.2760 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=0.188



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9032 top1= 75.5909


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8372 top1= 45.6130


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1383 top1= 42.2977

Train epoch 6
[E 6B0  |    384/60000 (  1%) ] Loss: 0.2070 top1= 94.3182

=== Log global consensus distance @ E6B0 ===
consensus_distance=0.052



=== Log clique consensus distance @ E6B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.173


[E 6B10 |   4224/60000 (  7%) ] Loss: 0.2492 top1= 94.6023

=== Log global consensus distance @ E6B10 ===
consensus_distance=0.049



=== Log clique consensus distance @ E6B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.161


[E 6B20 |   8064/60000 ( 13%) ] Loss: 0.2475 top1= 93.1818

=== Log global consensus distance @ E6B20 ===
consensus_distance=0.047



=== Log clique consensus distance @ E6B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.149



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8348 top1= 76.3321


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7290 top1= 47.6963


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0500 top1= 43.9403

Train epoch 7
[E 7B0  |    384/60000 (  1%) ] Loss: 0.1885 top1= 94.6023

=== Log global consensus distance @ E7B0 ===
consensus_distance=0.045



=== Log clique consensus distance @ E7B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.141


[E 7B10 |   4224/60000 (  7%) ] Loss: 0.2307 top1= 94.3182

=== Log global consensus distance @ E7B10 ===
consensus_distance=0.043



=== Log clique consensus distance @ E7B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.134


[E 7B20 |   8064/60000 ( 13%) ] Loss: 0.2291 top1= 94.3182

=== Log global consensus distance @ E7B20 ===
consensus_distance=0.042



=== Log clique consensus distance @ E7B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.127



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7901 top1= 76.8930


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6547 top1= 49.1086


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.9820 top1= 45.5429

Train epoch 8
[E 8B0  |    384/60000 (  1%) ] Loss: 0.1765 top1= 95.1705

=== Log global consensus distance @ E8B0 ===
consensus_distance=0.040



=== Log clique consensus distance @ E8B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.122


[E 8B10 |   4224/60000 (  7%) ] Loss: 0.2179 top1= 95.1705

=== Log global consensus distance @ E8B10 ===
consensus_distance=0.040



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


[E 8B20 |   8064/60000 ( 13%) ] Loss: 0.2163 top1= 94.3182

=== Log global consensus distance @ E8B20 ===
consensus_distance=0.038



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7622 top1= 77.2336


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6052 top1= 50.1803


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.9376 top1= 46.4844

Train epoch 9
[E 9B0  |    384/60000 (  1%) ] Loss: 0.1682 top1= 95.1705

=== Log global consensus distance @ E9B0 ===
consensus_distance=0.038



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


[E 9B10 |   4224/60000 (  7%) ] Loss: 0.2091 top1= 94.8864

=== Log global consensus distance @ E9B10 ===
consensus_distance=0.037



=== Log clique consensus distance @ E9B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.108


[E 9B20 |   8064/60000 ( 13%) ] Loss: 0.2078 top1= 94.3182

=== Log global consensus distance @ E9B20 ===
consensus_distance=0.036



=== Log clique consensus distance @ E9B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.105



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7444 top1= 77.5040


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5680 top1= 51.0317


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.9069 top1= 46.9251

Train epoch 10
[E10B0  |    384/60000 (  1%) ] Loss: 0.1626 top1= 95.7386

=== Log global consensus distance @ E10B0 ===
consensus_distance=0.036



=== Log clique consensus distance @ E10B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.103


[E10B10 |   4224/60000 (  7%) ] Loss: 0.2026 top1= 94.8864

=== Log global consensus distance @ E10B10 ===
consensus_distance=0.036



=== Log clique consensus distance @ E10B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.102


[E10B20 |   8064/60000 ( 13%) ] Loss: 0.2017 top1= 94.6023

=== Log global consensus distance @ E10B20 ===
consensus_distance=0.035



=== Log clique consensus distance @ E10B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.099



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7344 top1= 77.5641


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5436 top1= 51.6426


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.8866 top1= 47.1755

Train epoch 11
[E11B0  |    384/60000 (  1%) ] Loss: 0.1589 top1= 96.0227

=== Log global consensus distance @ E11B0 ===
consensus_distance=0.035



=== Log clique consensus distance @ E11B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.099


[E11B10 |   4224/60000 (  7%) ] Loss: 0.1983 top1= 94.8864

=== Log global consensus distance @ E11B10 ===
consensus_distance=0.035



=== Log clique consensus distance @ E11B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.098


[E11B20 |   8064/60000 ( 13%) ] Loss: 0.1976 top1= 95.4545

=== Log global consensus distance @ E11B20 ===
consensus_distance=0.034



=== Log clique consensus distance @ E11B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.096



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7304 top1= 77.6242


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5268 top1= 51.9932


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.8745 top1= 47.3057

Train epoch 12
[E12B0  |    384/60000 (  1%) ] Loss: 0.1568 top1= 96.3068

=== Log global consensus distance @ E12B0 ===
consensus_distance=0.034



=== Log clique consensus distance @ E12B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.096


[E12B10 |   4224/60000 (  7%) ] Loss: 0.1954 top1= 95.1705

=== Log global consensus distance @ E12B10 ===
consensus_distance=0.034



=== Log clique consensus distance @ E12B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.096


[E12B20 |   8064/60000 ( 13%) ] Loss: 0.1953 top1= 95.4545

=== Log global consensus distance @ E12B20 ===
consensus_distance=0.034



=== Log clique consensus distance @ E12B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.094



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7308 top1= 77.5841


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5171 top1= 52.1735


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.8659 top1= 47.2857

Train epoch 13
[E13B0  |    384/60000 (  1%) ] Loss: 0.1559 top1= 96.5909

=== Log global consensus distance @ E13B0 ===
consensus_distance=0.034



=== Log clique consensus distance @ E13B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.094


[E13B10 |   4224/60000 (  7%) ] Loss: 0.1940 top1= 95.4545

=== Log global consensus distance @ E13B10 ===
consensus_distance=0.034



=== Log clique consensus distance @ E13B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.094


[E13B20 |   8064/60000 ( 13%) ] Loss: 0.1942 top1= 95.7386

=== Log global consensus distance @ E13B20 ===
consensus_distance=0.034



=== Log clique consensus distance @ E13B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.093



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7355 top1= 77.6042


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5118 top1= 52.2035


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.8638 top1= 47.1855

Train epoch 14
[E14B0  |    384/60000 (  1%) ] Loss: 0.1560 top1= 96.8750

=== Log global consensus distance @ E14B0 ===
consensus_distance=0.034



=== Log clique consensus distance @ E14B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.094


[E14B10 |   4224/60000 (  7%) ] Loss: 0.1936 top1= 95.4545

=== Log global consensus distance @ E14B10 ===
consensus_distance=0.034



=== Log clique consensus distance @ E14B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.094


[E14B20 |   8064/60000 ( 13%) ] Loss: 0.1942 top1= 95.7386

=== Log global consensus distance @ E14B20 ===
consensus_distance=0.034



=== Log clique consensus distance @ E14B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.094



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7432 top1= 77.5841


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5108 top1= 52.1034


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.8650 top1= 47.0152

Train epoch 15
[E15B0  |    384/60000 (  1%) ] Loss: 0.1569 top1= 96.8750

=== Log global consensus distance @ E15B0 ===
consensus_distance=0.034



=== Log clique consensus distance @ E15B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.094


[E15B10 |   4224/60000 (  7%) ] Loss: 0.1942 top1= 95.7386

=== Log global consensus distance @ E15B10 ===
consensus_distance=0.034



=== Log clique consensus distance @ E15B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.095


[E15B20 |   8064/60000 ( 13%) ] Loss: 0.1951 top1= 96.0227

=== Log global consensus distance @ E15B20 ===
consensus_distance=0.034



=== Log clique consensus distance @ E15B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.095



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7544 top1= 77.4840


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5143 top1= 51.8930


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.8706 top1= 46.7849

Train epoch 16
[E16B0  |    384/60000 (  1%) ] Loss: 0.1587 top1= 97.1591

=== Log global consensus distance @ E16B0 ===
consensus_distance=0.034



=== Log clique consensus distance @ E16B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.096


[E16B10 |   4224/60000 (  7%) ] Loss: 0.1958 top1= 95.7386

=== Log global consensus distance @ E16B10 ===
consensus_distance=0.034



=== Log clique consensus distance @ E16B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.096


[E16B20 |   8064/60000 ( 13%) ] Loss: 0.1970 top1= 96.0227

=== Log global consensus distance @ E16B20 ===
consensus_distance=0.034



=== Log clique consensus distance @ E16B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.096



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7681 top1= 77.3137


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5208 top1= 51.5625


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.8780 top1= 46.5445

Train epoch 17
[E17B0  |    384/60000 (  1%) ] Loss: 0.1611 top1= 97.4432

=== Log global consensus distance @ E17B0 ===
consensus_distance=0.035



=== Log clique consensus distance @ E17B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.097


[E17B10 |   4224/60000 (  7%) ] Loss: 0.1984 top1= 96.0227

=== Log global consensus distance @ E17B10 ===
consensus_distance=0.035



=== Log clique consensus distance @ E17B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.098


[E17B20 |   8064/60000 ( 13%) ] Loss: 0.1998 top1= 96.0227

=== Log global consensus distance @ E17B20 ===
consensus_distance=0.035



=== Log clique consensus distance @ E17B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.099



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7845 top1= 77.0833


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5298 top1= 51.0817


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.8884 top1= 46.1338

Train epoch 18
[E18B0  |    384/60000 (  1%) ] Loss: 0.1644 top1= 97.4432

=== Log global consensus distance @ E18B0 ===
consensus_distance=0.035



=== Log clique consensus distance @ E18B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.100


[E18B10 |   4224/60000 (  7%) ] Loss: 0.2018 top1= 96.0227

=== Log global consensus distance @ E18B10 ===
consensus_distance=0.036



=== Log clique consensus distance @ E18B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.101


[E18B20 |   8064/60000 ( 13%) ] Loss: 0.2035 top1= 96.0227

=== Log global consensus distance @ E18B20 ===
consensus_distance=0.036



=== Log clique consensus distance @ E18B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.101



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8042 top1= 76.8129


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5412 top1= 50.4006


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.9021 top1= 45.7532

Train epoch 19
[E19B0  |    384/60000 (  1%) ] Loss: 0.1684 top1= 97.1591

=== Log global consensus distance @ E19B0 ===
consensus_distance=0.036



=== Log clique consensus distance @ E19B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.103


[E19B10 |   4224/60000 (  7%) ] Loss: 0.2060 top1= 96.0227

=== Log global consensus distance @ E19B10 ===
consensus_distance=0.036



=== Log clique consensus distance @ E19B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.105


[E19B20 |   8064/60000 ( 13%) ] Loss: 0.2080 top1= 96.0227

=== Log global consensus distance @ E19B20 ===
consensus_distance=0.036



=== Log clique consensus distance @ E19B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.105



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8263 top1= 76.6026


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5557 top1= 49.8998


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.9176 top1= 45.3425

Train epoch 20
[E20B0  |    384/60000 (  1%) ] Loss: 0.1731 top1= 97.1591

=== Log global consensus distance @ E20B0 ===
consensus_distance=0.037



=== Log clique consensus distance @ E20B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.107


[E20B10 |   4224/60000 (  7%) ] Loss: 0.2110 top1= 96.3068

=== Log global consensus distance @ E20B10 ===
consensus_distance=0.037



=== Log clique consensus distance @ E20B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.109


[E20B20 |   8064/60000 ( 13%) ] Loss: 0.2134 top1= 96.0227

=== Log global consensus distance @ E20B20 ===
consensus_distance=0.037



=== Log clique consensus distance @ E20B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.109



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8515 top1= 76.2720


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5729 top1= 49.1987


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.9361 top1= 44.7817

Train epoch 21
[E21B0  |    384/60000 (  1%) ] Loss: 0.1788 top1= 97.1591

=== Log global consensus distance @ E21B0 ===
consensus_distance=0.038



=== Log clique consensus distance @ E21B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.112


[E21B10 |   4224/60000 (  7%) ] Loss: 0.2170 top1= 95.7386

=== Log global consensus distance @ E21B10 ===
consensus_distance=0.038



=== Log clique consensus distance @ E21B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.113


[E21B20 |   8064/60000 ( 13%) ] Loss: 0.2198 top1= 95.7386

=== Log global consensus distance @ E21B20 ===
consensus_distance=0.039



=== Log clique consensus distance @ E21B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.114



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8797 top1= 75.9115


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5930 top1= 48.3574


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.9566 top1= 44.0705

Train epoch 22
[E22B0  |    384/60000 (  1%) ] Loss: 0.1854 top1= 96.8750

=== Log global consensus distance @ E22B0 ===
consensus_distance=0.039



=== Log clique consensus distance @ E22B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.117


[E22B10 |   4224/60000 (  7%) ] Loss: 0.2239 top1= 95.4545

=== Log global consensus distance @ E22B10 ===
consensus_distance=0.040



=== Log clique consensus distance @ E22B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.119


[E22B20 |   8064/60000 ( 13%) ] Loss: 0.2272 top1= 95.7386

=== Log global consensus distance @ E22B20 ===
consensus_distance=0.040



=== Log clique consensus distance @ E22B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.120



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9110 top1= 75.4006


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6151 top1= 47.6062


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.9787 top1= 43.5497

Train epoch 23
[E23B0  |    384/60000 (  1%) ] Loss: 0.1929 top1= 96.8750

=== Log global consensus distance @ E23B0 ===
consensus_distance=0.041



=== Log clique consensus distance @ E23B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.123


[E23B10 |   4224/60000 (  7%) ] Loss: 0.2320 top1= 95.4545

=== Log global consensus distance @ E23B10 ===
consensus_distance=0.041



=== Log clique consensus distance @ E23B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.125


[E23B20 |   8064/60000 ( 13%) ] Loss: 0.2359 top1= 95.7386

=== Log global consensus distance @ E23B20 ===
consensus_distance=0.041



=== Log clique consensus distance @ E23B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.127



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9454 top1= 74.8998


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6400 top1= 46.8650


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0019 top1= 42.9788

Train epoch 24
[E24B0  |    384/60000 (  1%) ] Loss: 0.2015 top1= 96.8750

=== Log global consensus distance @ E24B0 ===
consensus_distance=0.042



=== Log clique consensus distance @ E24B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.130


[E24B10 |   4224/60000 (  7%) ] Loss: 0.2412 top1= 95.4545

=== Log global consensus distance @ E24B10 ===
consensus_distance=0.043



=== Log clique consensus distance @ E24B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.133


[E24B20 |   8064/60000 ( 13%) ] Loss: 0.2456 top1= 95.7386

=== Log global consensus distance @ E24B20 ===
consensus_distance=0.043



=== Log clique consensus distance @ E24B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.134



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9829 top1= 74.1687


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6668 top1= 46.2640


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0275 top1= 42.5280

Train epoch 25
[E25B0  |    384/60000 (  1%) ] Loss: 0.2112 top1= 96.5909

=== Log global consensus distance @ E25B0 ===
consensus_distance=0.044



=== Log clique consensus distance @ E25B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.138


[E25B10 |   4224/60000 (  7%) ] Loss: 0.2515 top1= 95.1705

=== Log global consensus distance @ E25B10 ===
consensus_distance=0.045



=== Log clique consensus distance @ E25B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.141


[E25B20 |   8064/60000 ( 13%) ] Loss: 0.2565 top1= 95.1705

=== Log global consensus distance @ E25B20 ===
consensus_distance=0.045



=== Log clique consensus distance @ E25B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.143



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0238 top1= 73.3674


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6958 top1= 45.8233


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0552 top1= 42.2576

Train epoch 26
[E26B0  |    384/60000 (  1%) ] Loss: 0.2220 top1= 96.0227

=== Log global consensus distance @ E26B0 ===
consensus_distance=0.046



=== Log clique consensus distance @ E26B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.147


[E26B10 |   4224/60000 (  7%) ] Loss: 0.2630 top1= 94.8864

=== Log global consensus distance @ E26B10 ===
consensus_distance=0.047



=== Log clique consensus distance @ E26B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.150


[E26B20 |   8064/60000 ( 13%) ] Loss: 0.2688 top1= 95.1705

=== Log global consensus distance @ E26B20 ===
consensus_distance=0.047



=== Log clique consensus distance @ E26B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.152



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0676 top1= 72.5761


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7266 top1= 45.4728


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0830 top1= 41.9972

Train epoch 27
[E27B0  |    384/60000 (  1%) ] Loss: 0.2340 top1= 95.7386

=== Log global consensus distance @ E27B0 ===
consensus_distance=0.048



=== Log clique consensus distance @ E27B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.157


[E27B10 |   4224/60000 (  7%) ] Loss: 0.2756 top1= 94.3182

=== Log global consensus distance @ E27B10 ===
consensus_distance=0.049



=== Log clique consensus distance @ E27B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.160


[E27B20 |   8064/60000 ( 13%) ] Loss: 0.2823 top1= 94.6023

=== Log global consensus distance @ E27B20 ===
consensus_distance=0.050



=== Log clique consensus distance @ E27B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.163



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.1134 top1= 71.6747


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7589 top1= 45.0821


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1116 top1= 41.6867

Train epoch 28
[E28B0  |    384/60000 (  1%) ] Loss: 0.2470 top1= 95.1705

=== Log global consensus distance @ E28B0 ===
consensus_distance=0.051



=== Log clique consensus distance @ E28B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.168


[E28B10 |   4224/60000 (  7%) ] Loss: 0.2891 top1= 94.0341

=== Log global consensus distance @ E28B10 ===
consensus_distance=0.052



=== Log clique consensus distance @ E28B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.172


[E28B20 |   8064/60000 ( 13%) ] Loss: 0.2968 top1= 94.0341

=== Log global consensus distance @ E28B20 ===
consensus_distance=0.052



=== Log clique consensus distance @ E28B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.174



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.1607 top1= 70.5829


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7924 top1= 44.5813


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1403 top1= 41.4663

Train epoch 29
[E29B0  |    384/60000 (  1%) ] Loss: 0.2608 top1= 95.1705

=== Log global consensus distance @ E29B0 ===
consensus_distance=0.054



=== Log clique consensus distance @ E29B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.179


[E29B10 |   4224/60000 (  7%) ] Loss: 0.3033 top1= 93.4659

=== Log global consensus distance @ E29B10 ===
consensus_distance=0.055



=== Log clique consensus distance @ E29B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.184


[E29B20 |   8064/60000 ( 13%) ] Loss: 0.3121 top1= 93.1818

=== Log global consensus distance @ E29B20 ===
consensus_distance=0.055



=== Log clique consensus distance @ E29B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.186



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.2085 top1= 69.4211


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8257 top1= 44.0805


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1691 top1= 41.1659

Train epoch 30
[E30B0  |    384/60000 (  1%) ] Loss: 0.2751 top1= 94.6023

=== Log global consensus distance @ E30B0 ===
consensus_distance=0.056



=== Log clique consensus distance @ E30B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.192


[E30B10 |   4224/60000 (  7%) ] Loss: 0.3178 top1= 93.4659

=== Log global consensus distance @ E30B10 ===
consensus_distance=0.058



=== Log clique consensus distance @ E30B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.196


[E30B20 |   8064/60000 ( 13%) ] Loss: 0.3276 top1= 93.1818

=== Log global consensus distance @ E30B20 ===
consensus_distance=0.058



=== Log clique consensus distance @ E30B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.199



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.2555 top1= 68.1390


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8595 top1= 43.5597


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1974 top1= 41.0056

Train epoch 31
[E31B0  |    384/60000 (  1%) ] Loss: 0.2894 top1= 94.6023

=== Log global consensus distance @ E31B0 ===
consensus_distance=0.059



=== Log clique consensus distance @ E31B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.204


[E31B10 |   4224/60000 (  7%) ] Loss: 0.3321 top1= 93.1818

=== Log global consensus distance @ E31B10 ===
consensus_distance=0.060



=== Log clique consensus distance @ E31B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.209


[E31B20 |   8064/60000 ( 13%) ] Loss: 0.3429 top1= 92.8977

=== Log global consensus distance @ E31B20 ===
consensus_distance=0.061



=== Log clique consensus distance @ E31B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.211



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.3007 top1= 66.7468


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8917 top1= 43.0288


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2247 top1= 40.6951

Train epoch 32
[E32B0  |    384/60000 (  1%) ] Loss: 0.3033 top1= 94.6023

=== Log global consensus distance @ E32B0 ===
consensus_distance=0.062



=== Log clique consensus distance @ E32B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.217


[E32B10 |   4224/60000 (  7%) ] Loss: 0.3456 top1= 93.1818

=== Log global consensus distance @ E32B10 ===
consensus_distance=0.063



=== Log clique consensus distance @ E32B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.221


[E32B20 |   8064/60000 ( 13%) ] Loss: 0.3574 top1= 92.8977

=== Log global consensus distance @ E32B20 ===
consensus_distance=0.064



=== Log clique consensus distance @ E32B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.224



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.3423 top1= 65.4647


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9222 top1= 42.4179


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2499 top1= 40.3345

Train epoch 33
[E33B0  |    384/60000 (  1%) ] Loss: 0.3163 top1= 94.6023

=== Log global consensus distance @ E33B0 ===
consensus_distance=0.065



=== Log clique consensus distance @ E33B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.229


[E33B10 |   4224/60000 (  7%) ] Loss: 0.3580 top1= 93.1818

=== Log global consensus distance @ E33B10 ===
consensus_distance=0.066



=== Log clique consensus distance @ E33B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.233


[E33B20 |   8064/60000 ( 13%) ] Loss: 0.3707 top1= 93.1818

=== Log global consensus distance @ E33B20 ===
consensus_distance=0.067



=== Log clique consensus distance @ E33B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.235



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.3798 top1= 64.3429


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9499 top1= 41.8970


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2728 top1= 40.0741

Train epoch 34
[E34B0  |    384/60000 (  1%) ] Loss: 0.3280 top1= 94.6023

=== Log global consensus distance @ E34B0 ===
consensus_distance=0.068



=== Log clique consensus distance @ E34B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.241


[E34B10 |   4224/60000 (  7%) ] Loss: 0.3691 top1= 93.1818

=== Log global consensus distance @ E34B10 ===
consensus_distance=0.069



=== Log clique consensus distance @ E34B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.244


[E34B20 |   8064/60000 ( 13%) ] Loss: 0.3825 top1= 93.1818

=== Log global consensus distance @ E34B20 ===
consensus_distance=0.069



=== Log clique consensus distance @ E34B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.246



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.4128 top1= 63.3714


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9744 top1= 41.4263


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2930 top1= 39.8438

Train epoch 35
[E35B0  |    384/60000 (  1%) ] Loss: 0.3382 top1= 94.8864

=== Log global consensus distance @ E35B0 ===
consensus_distance=0.070



=== Log clique consensus distance @ E35B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.251


[E35B10 |   4224/60000 (  7%) ] Loss: 0.3785 top1= 93.1818

=== Log global consensus distance @ E35B10 ===
consensus_distance=0.071



=== Log clique consensus distance @ E35B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.254


[E35B20 |   8064/60000 ( 13%) ] Loss: 0.3926 top1= 93.1818

=== Log global consensus distance @ E35B20 ===
consensus_distance=0.071



=== Log clique consensus distance @ E35B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.255



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.4413 top1= 62.5901


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9955 top1= 41.1358


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3108 top1= 39.4631

Train epoch 36
[E36B0  |    384/60000 (  1%) ] Loss: 0.3468 top1= 94.8864

=== Log global consensus distance @ E36B0 ===
consensus_distance=0.072



=== Log clique consensus distance @ E36B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.260


[E36B10 |   4224/60000 (  7%) ] Loss: 0.3865 top1= 93.1818

=== Log global consensus distance @ E36B10 ===
consensus_distance=0.073



=== Log clique consensus distance @ E36B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.262


[E36B20 |   8064/60000 ( 13%) ] Loss: 0.4009 top1= 93.1818

=== Log global consensus distance @ E36B20 ===
consensus_distance=0.073



=== Log clique consensus distance @ E36B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.263



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.4653 top1= 61.9792


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0136 top1= 40.8454


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3256 top1= 39.0825

Train epoch 37
[E37B0  |    384/60000 (  1%) ] Loss: 0.3540 top1= 94.8864

=== Log global consensus distance @ E37B0 ===
consensus_distance=0.074



=== Log clique consensus distance @ E37B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.267


[E37B10 |   4224/60000 (  7%) ] Loss: 0.3929 top1= 92.8977

=== Log global consensus distance @ E37B10 ===
consensus_distance=0.074



=== Log clique consensus distance @ E37B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.269


[E37B20 |   8064/60000 ( 13%) ] Loss: 0.4078 top1= 92.8977

=== Log global consensus distance @ E37B20 ===
consensus_distance=0.074



=== Log clique consensus distance @ E37B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.269



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.4853 top1= 61.4784


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0285 top1= 40.5349


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3381 top1= 38.8221

Train epoch 38
[E38B0  |    384/60000 (  1%) ] Loss: 0.3597 top1= 94.8864

=== Log global consensus distance @ E38B0 ===
consensus_distance=0.075



=== Log clique consensus distance @ E38B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.273


[E38B10 |   4224/60000 (  7%) ] Loss: 0.3980 top1= 92.8977

=== Log global consensus distance @ E38B10 ===
consensus_distance=0.076



=== Log clique consensus distance @ E38B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.275


[E38B20 |   8064/60000 ( 13%) ] Loss: 0.4132 top1= 92.8977

=== Log global consensus distance @ E38B20 ===
consensus_distance=0.076



=== Log clique consensus distance @ E38B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.274



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5020 top1= 61.0276


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0408 top1= 40.3746


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3483 top1= 38.5617

Train epoch 39
[E39B0  |    384/60000 (  1%) ] Loss: 0.3643 top1= 94.6023

=== Log global consensus distance @ E39B0 ===
consensus_distance=0.076



=== Log clique consensus distance @ E39B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.278


[E39B10 |   4224/60000 (  7%) ] Loss: 0.4021 top1= 92.6136

=== Log global consensus distance @ E39B10 ===
consensus_distance=0.077



=== Log clique consensus distance @ E39B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.279


[E39B20 |   8064/60000 ( 13%) ] Loss: 0.4175 top1= 92.8977

=== Log global consensus distance @ E39B20 ===
consensus_distance=0.076



=== Log clique consensus distance @ E39B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.278



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5158 top1= 60.5869


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0507 top1= 40.3045


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3567 top1= 38.2512

Train epoch 40
[E40B0  |    384/60000 (  1%) ] Loss: 0.3679 top1= 94.6023

=== Log global consensus distance @ E40B0 ===
consensus_distance=0.077



=== Log clique consensus distance @ E40B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.281


[E40B10 |   4224/60000 (  7%) ] Loss: 0.4052 top1= 92.6136

=== Log global consensus distance @ E40B10 ===
consensus_distance=0.077



=== Log clique consensus distance @ E40B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.283


[E40B20 |   8064/60000 ( 13%) ] Loss: 0.4209 top1= 92.8977

=== Log global consensus distance @ E40B20 ===
consensus_distance=0.077



=== Log clique consensus distance @ E40B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.281



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5274 top1= 60.3466


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0590 top1= 40.2143


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3635 top1= 38.0108

Train epoch 41
[E41B0  |    384/60000 (  1%) ] Loss: 0.3708 top1= 94.6023

=== Log global consensus distance @ E41B0 ===
consensus_distance=0.078



=== Log clique consensus distance @ E41B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.284


[E41B10 |   4224/60000 (  7%) ] Loss: 0.4076 top1= 92.6136

=== Log global consensus distance @ E41B10 ===
consensus_distance=0.078



=== Log clique consensus distance @ E41B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.285


[E41B20 |   8064/60000 ( 13%) ] Loss: 0.4235 top1= 92.8977

=== Log global consensus distance @ E41B20 ===
consensus_distance=0.078



=== Log clique consensus distance @ E41B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.284



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5370 top1= 60.0861


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0654 top1= 40.1342


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3689 top1= 37.9407

Train epoch 42
[E42B0  |    384/60000 (  1%) ] Loss: 0.3730 top1= 94.6023

=== Log global consensus distance @ E42B0 ===
consensus_distance=0.078



=== Log clique consensus distance @ E42B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.286


[E42B10 |   4224/60000 (  7%) ] Loss: 0.4094 top1= 92.6136

=== Log global consensus distance @ E42B10 ===
consensus_distance=0.078



=== Log clique consensus distance @ E42B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.287


[E42B20 |   8064/60000 ( 13%) ] Loss: 0.4256 top1= 92.6136

=== Log global consensus distance @ E42B20 ===
consensus_distance=0.078



=== Log clique consensus distance @ E42B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.285



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5451 top1= 59.8057


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0708 top1= 40.1042


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3733 top1= 37.7905

Train epoch 43
[E43B0  |    384/60000 (  1%) ] Loss: 0.3747 top1= 94.6023

=== Log global consensus distance @ E43B0 ===
consensus_distance=0.079



=== Log clique consensus distance @ E43B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.288


[E43B10 |   4224/60000 (  7%) ] Loss: 0.4108 top1= 92.6136

=== Log global consensus distance @ E43B10 ===
consensus_distance=0.079



=== Log clique consensus distance @ E43B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.288


[E43B20 |   8064/60000 ( 13%) ] Loss: 0.4271 top1= 92.6136

=== Log global consensus distance @ E43B20 ===
consensus_distance=0.078



=== Log clique consensus distance @ E43B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.287



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5520 top1= 59.6855


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0751 top1= 40.0641


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3769 top1= 37.6603

Train epoch 44
[E44B0  |    384/60000 (  1%) ] Loss: 0.3760 top1= 94.6023

=== Log global consensus distance @ E44B0 ===
consensus_distance=0.079



=== Log clique consensus distance @ E44B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.289


[E44B10 |   4224/60000 (  7%) ] Loss: 0.4118 top1= 92.6136

=== Log global consensus distance @ E44B10 ===
consensus_distance=0.079



=== Log clique consensus distance @ E44B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.289


[E44B20 |   8064/60000 ( 13%) ] Loss: 0.4284 top1= 92.6136

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



=== Log clique consensus distance @ E44B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.287



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5579 top1= 59.5553


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0786 top1= 40.0541


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3797 top1= 37.5601

Train epoch 45
[E45B0  |    384/60000 (  1%) ] Loss: 0.3770 top1= 94.6023

=== Log global consensus distance @ E45B0 ===
consensus_distance=0.079



=== Log clique consensus distance @ E45B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.290


[E45B10 |   4224/60000 (  7%) ] Loss: 0.4125 top1= 92.6136

=== Log global consensus distance @ E45B10 ===
consensus_distance=0.079



=== Log clique consensus distance @ E45B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.290


[E45B20 |   8064/60000 ( 13%) ] Loss: 0.4294 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=0.288



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5631 top1= 59.4651


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0815 top1= 40.0441


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3820 top1= 37.4700

Train epoch 46
[E46B0  |    384/60000 (  1%) ] Loss: 0.3777 top1= 94.6023

=== Log global consensus distance @ E46B0 ===
consensus_distance=0.079



=== Log clique consensus distance @ E46B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.290


[E46B10 |   4224/60000 (  7%) ] Loss: 0.4130 top1= 92.6136

=== Log global consensus distance @ E46B10 ===
consensus_distance=0.079



=== Log clique consensus distance @ E46B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.290


[E46B20 |   8064/60000 ( 13%) ] Loss: 0.4301 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=0.288



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5676 top1= 59.4050


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0841 top1= 40.0240


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3840 top1= 37.3698

Train epoch 47
[E47B0  |    384/60000 (  1%) ] Loss: 0.3783 top1= 94.6023

=== Log global consensus distance @ E47B0 ===
consensus_distance=0.079



=== Log clique consensus distance @ E47B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.291


[E47B10 |   4224/60000 (  7%) ] Loss: 0.4134 top1= 92.6136

=== Log global consensus distance @ E47B10 ===
consensus_distance=0.079



=== Log clique consensus distance @ E47B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.291


[E47B20 |   8064/60000 ( 13%) ] Loss: 0.4308 top1= 92.8977

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



=== Log clique consensus distance @ E47B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.289



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5717 top1= 59.3450


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0863 top1= 40.0240


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3859 top1= 37.3197

Train epoch 48
[E48B0  |    384/60000 (  1%) ] Loss: 0.3786 top1= 94.6023

=== Log global consensus distance @ E48B0 ===
consensus_distance=0.079



=== Log clique consensus distance @ E48B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.291


[E48B10 |   4224/60000 (  7%) ] Loss: 0.4136 top1= 92.6136

=== Log global consensus distance @ E48B10 ===
consensus_distance=0.079



=== Log clique consensus distance @ E48B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.291


[E48B20 |   8064/60000 ( 13%) ] Loss: 0.4313 top1= 92.8977

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



=== Log clique consensus distance @ E48B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.289



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5754 top1= 59.3049


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0884 top1= 40.0140


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3875 top1= 37.2796

Train epoch 49
[E49B0  |    384/60000 (  1%) ] Loss: 0.3789 top1= 94.6023

=== Log global consensus distance @ E49B0 ===
consensus_distance=0.079



=== Log clique consensus distance @ E49B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.291


[E49B10 |   4224/60000 (  7%) ] Loss: 0.4138 top1= 92.6136

=== Log global consensus distance @ E49B10 ===
consensus_distance=0.079



=== Log clique consensus distance @ E49B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.291


[E49B20 |   8064/60000 ( 13%) ] Loss: 0.4317 top1= 92.8977

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



=== Log clique consensus distance @ E49B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.289



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5787 top1= 59.2548


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0902 top1= 39.9840


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3888 top1= 37.2196

Train epoch 50
[E50B0  |    384/60000 (  1%) ] Loss: 0.3791 top1= 94.6023

=== Log global consensus distance @ E50B0 ===
consensus_distance=0.079



=== Log clique consensus distance @ E50B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.291


[E50B10 |   4224/60000 (  7%) ] Loss: 0.4138 top1= 92.6136

=== Log global consensus distance @ E50B10 ===
consensus_distance=0.079



=== Log clique consensus distance @ E50B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.291


[E50B20 |   8064/60000 ( 13%) ] Loss: 0.4320 top1= 92.8977

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



=== Log clique consensus distance @ E50B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.288



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5818 top1= 59.2047


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0917 top1= 39.9740


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3900 top1= 37.1394

