
=== 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=0.000



=== 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 0.667 0.   ]
 [0.    0.    0.    0.    0.    0.    0.    0.    0.    0.    0.    1.   ]]


[E 1B10 |   4224/60000 (  7%) ] Loss: 2.0518 top1= 42.8977

=== Log global consensus distance @ E1B10 ===
consensus_distance=0.008



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


[E 1B20 |   8064/60000 ( 13%) ] Loss: 1.6312 top1= 54.2614

=== Log global consensus distance @ E1B20 ===
consensus_distance=0.035



=== Log clique consensus distance @ E1B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.147



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.0790 top1= 33.2131


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6743 top1= 38.7019


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4299 top1= 33.9343

Train epoch 2
[E 2B0  |    384/60000 (  1%) ] Loss: 1.1706 top1= 69.8864

=== Log global consensus distance @ E2B0 ===
consensus_distance=0.067



=== Log clique consensus distance @ E2B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.286


[E 2B10 |   4224/60000 (  7%) ] Loss: 0.8854 top1= 76.7045

=== Log global consensus distance @ E2B10 ===
consensus_distance=0.087



=== Log clique consensus distance @ E2B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.371


[E 2B20 |   8064/60000 ( 13%) ] Loss: 0.6587 top1= 84.9432

=== Log global consensus distance @ E2B20 ===
consensus_distance=0.093



=== Log clique consensus distance @ E2B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.401



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.4685 top1= 65.5549


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.7180 top1= 39.3329


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.6989 top1= 35.8173

Train epoch 3
[E 3B0  |    384/60000 (  1%) ] Loss: 0.4315 top1= 90.9091

=== Log global consensus distance @ E3B0 ===
consensus_distance=0.093



=== Log clique consensus distance @ E3B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.401


[E 3B10 |   4224/60000 (  7%) ] Loss: 0.3868 top1= 90.9091

=== Log global consensus distance @ E3B10 ===
consensus_distance=0.086



=== Log clique consensus distance @ E3B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.369


[E 3B20 |   8064/60000 ( 13%) ] Loss: 0.3591 top1= 89.7727

=== Log global consensus distance @ E3B20 ===
consensus_distance=0.075



=== Log clique consensus distance @ E3B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.324



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0382 top1= 73.3974


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1839 top1= 40.5749


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4231 top1= 40.3345

Train epoch 4
[E 4B0  |    384/60000 (  1%) ] Loss: 0.2428 top1= 94.0341

=== Log global consensus distance @ E4B0 ===
consensus_distance=0.065



=== Log clique consensus distance @ E4B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.281


[E 4B10 |   4224/60000 (  7%) ] Loss: 0.2729 top1= 93.1818

=== Log global consensus distance @ E4B10 ===
consensus_distance=0.056



=== Log clique consensus distance @ E4B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.242


[E 4B20 |   8064/60000 ( 13%) ] Loss: 0.2695 top1= 92.6136

=== Log global consensus distance @ E4B20 ===
consensus_distance=0.048



=== Log clique consensus distance @ E4B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.206



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8408 top1= 75.6110


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8987 top1= 45.8834


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1818 top1= 42.7885

Train epoch 5
[E 5B0  |    384/60000 (  1%) ] Loss: 0.1890 top1= 94.3182

=== Log global consensus distance @ E5B0 ===
consensus_distance=0.042



=== Log clique consensus distance @ E5B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.180


[E 5B10 |   4224/60000 (  7%) ] Loss: 0.2266 top1= 94.0341

=== Log global consensus distance @ E5B10 ===
consensus_distance=0.037



=== Log clique consensus distance @ E5B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.159


[E 5B20 |   8064/60000 ( 13%) ] Loss: 0.2246 top1= 93.1818

=== Log global consensus distance @ E5B20 ===
consensus_distance=0.033



=== Log clique consensus distance @ E5B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.140



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7304 top1= 76.9030


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7274 top1= 49.8297


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0138 top1= 47.1955

Train epoch 6
[E 6B0  |    384/60000 (  1%) ] Loss: 0.1601 top1= 94.8864

=== Log global consensus distance @ E6B0 ===
consensus_distance=0.030



=== Log clique consensus distance @ E6B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.127


[E 6B10 |   4224/60000 (  7%) ] Loss: 0.1985 top1= 94.8864

=== Log global consensus distance @ E6B10 ===
consensus_distance=0.027



=== Log clique consensus distance @ E6B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.116


[E 6B20 |   8064/60000 ( 13%) ] Loss: 0.1950 top1= 94.3182

=== Log global consensus distance @ E6B20 ===
consensus_distance=0.025



=== Log clique consensus distance @ E6B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.106



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6577 top1= 77.9647


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6063 top1= 52.2135


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.9000 top1= 50.0000

Train epoch 7
[E 7B0  |    384/60000 (  1%) ] Loss: 0.1408 top1= 95.7386

=== Log global consensus distance @ E7B0 ===
consensus_distance=0.023



=== Log clique consensus distance @ E7B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.099


[E 7B10 |   4224/60000 (  7%) ] Loss: 0.1784 top1= 95.1705

=== Log global consensus distance @ E7B10 ===
consensus_distance=0.022



=== Log clique consensus distance @ E7B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.093


[E 7B20 |   8064/60000 ( 13%) ] Loss: 0.1735 top1= 94.8864

=== Log global consensus distance @ E7B20 ===
consensus_distance=0.020



=== Log clique consensus distance @ E7B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.086



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6062 top1= 78.7260


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5271 top1= 54.2768


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.8155 top1= 51.2620

Train epoch 8
[E 8B0  |    384/60000 (  1%) ] Loss: 0.1256 top1= 96.3068

=== Log global consensus distance @ E8B0 ===
consensus_distance=0.019



=== Log clique consensus distance @ E8B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.082


[E 8B10 |   4224/60000 (  7%) ] Loss: 0.1615 top1= 95.4545

=== Log global consensus distance @ E8B10 ===
consensus_distance=0.018



=== Log clique consensus distance @ E8B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.078


[E 8B20 |   8064/60000 ( 13%) ] Loss: 0.1563 top1= 94.8864

=== Log global consensus distance @ E8B20 ===
consensus_distance=0.017



=== Log clique consensus distance @ E8B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.073



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5674 top1= 79.5072


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4672 top1= 55.9896


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.7545 top1= 52.1434

Train epoch 9
[E 9B0  |    384/60000 (  1%) ] Loss: 0.1129 top1= 96.5909

=== Log global consensus distance @ E9B0 ===
consensus_distance=0.017



=== Log clique consensus distance @ E9B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.071


[E 9B10 |   4224/60000 (  7%) ] Loss: 0.1475 top1= 96.0227

=== Log global consensus distance @ E9B10 ===
consensus_distance=0.016



=== Log clique consensus distance @ E9B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.068


[E 9B20 |   8064/60000 ( 13%) ] Loss: 0.1421 top1= 95.1705

=== Log global consensus distance @ E9B20 ===
consensus_distance=0.015



=== Log clique consensus distance @ E9B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.065



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5379 top1= 80.4688


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4207 top1= 57.3117


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.7057 top1= 52.7544

Train epoch 10
[E10B0  |    384/60000 (  1%) ] Loss: 0.1024 top1= 97.1591

=== Log global consensus distance @ E10B0 ===
consensus_distance=0.015



=== Log clique consensus distance @ E10B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.064


[E10B10 |   4224/60000 (  7%) ] Loss: 0.1343 top1= 96.5909

=== Log global consensus distance @ E10B10 ===
consensus_distance=0.014



=== Log clique consensus distance @ E10B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.061


[E10B20 |   8064/60000 ( 13%) ] Loss: 0.1301 top1= 95.7386

=== Log global consensus distance @ E10B20 ===
consensus_distance=0.014



=== Log clique consensus distance @ E10B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.059



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5140 top1= 81.4804


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3895 top1= 58.3433


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.6674 top1= 53.6258

Train epoch 11
[E11B0  |    384/60000 (  1%) ] Loss: 0.0927 top1= 97.7273

=== Log global consensus distance @ E11B0 ===
consensus_distance=0.014



=== Log clique consensus distance @ E11B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.058


[E11B10 |   4224/60000 (  7%) ] Loss: 0.1227 top1= 96.5909

=== Log global consensus distance @ E11B10 ===
consensus_distance=0.013



=== Log clique consensus distance @ E11B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.055


[E11B20 |   8064/60000 ( 13%) ] Loss: 0.1192 top1= 96.0227

=== Log global consensus distance @ E11B20 ===
consensus_distance=0.013



=== Log clique consensus distance @ E11B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.054



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4933 top1= 82.4219


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3612 top1= 59.5853


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.6299 top1= 54.3369

Train epoch 12
[E12B0  |    384/60000 (  1%) ] Loss: 0.0846 top1= 98.0114

=== Log global consensus distance @ E12B0 ===
consensus_distance=0.013



=== Log clique consensus distance @ E12B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.053


[E12B10 |   4224/60000 (  7%) ] Loss: 0.1122 top1= 96.8750

=== Log global consensus distance @ E12B10 ===
consensus_distance=0.012



=== Log clique consensus distance @ E12B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.051


[E12B20 |   8064/60000 ( 13%) ] Loss: 0.1093 top1= 96.3068

=== Log global consensus distance @ E12B20 ===
consensus_distance=0.012



=== Log clique consensus distance @ E12B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.050



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4772 top1= 83.2131


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3427 top1= 60.4567


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.6091 top1= 55.0381

Train epoch 13
[E13B0  |    384/60000 (  1%) ] Loss: 0.0771 top1= 98.2955

=== Log global consensus distance @ E13B0 ===
consensus_distance=0.012



=== Log clique consensus distance @ E13B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.050


[E13B10 |   4224/60000 (  7%) ] Loss: 0.1029 top1= 96.8750

=== Log global consensus distance @ E13B10 ===
consensus_distance=0.011



=== Log clique consensus distance @ E13B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.047


[E13B20 |   8064/60000 ( 13%) ] Loss: 0.1009 top1= 96.3068

=== Log global consensus distance @ E13B20 ===
consensus_distance=0.011



=== Log clique consensus distance @ E13B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.047



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4637 top1= 83.9343


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3205 top1= 61.2480


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.5863 top1= 55.5389

Train epoch 14
[E14B0  |    384/60000 (  1%) ] Loss: 0.0707 top1= 99.1477

=== Log global consensus distance @ E14B0 ===
consensus_distance=0.011



=== Log clique consensus distance @ E14B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.047


[E14B10 |   4224/60000 (  7%) ] Loss: 0.0939 top1= 97.1591

=== Log global consensus distance @ E14B10 ===
consensus_distance=0.011



=== Log clique consensus distance @ E14B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.044


[E14B20 |   8064/60000 ( 13%) ] Loss: 0.0927 top1= 96.3068

=== Log global consensus distance @ E14B20 ===
consensus_distance=0.010



=== Log clique consensus distance @ E14B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.044



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4520 top1= 84.3450


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3067 top1= 62.0693


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.5684 top1= 56.1398

Train epoch 15
[E15B0  |    384/60000 (  1%) ] Loss: 0.0656 top1= 99.1477

=== Log global consensus distance @ E15B0 ===
consensus_distance=0.010



=== Log clique consensus distance @ E15B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.044


[E15B10 |   4224/60000 (  7%) ] Loss: 0.0861 top1= 97.1591

=== Log global consensus distance @ E15B10 ===
consensus_distance=0.010



=== Log clique consensus distance @ E15B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.042


[E15B20 |   8064/60000 ( 13%) ] Loss: 0.0852 top1= 96.5909

=== Log global consensus distance @ E15B20 ===
consensus_distance=0.010



=== Log clique consensus distance @ E15B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.042



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4417 top1= 84.7857


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2910 top1= 62.7404


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.5530 top1= 56.5204

Train epoch 16
[E16B0  |    384/60000 (  1%) ] Loss: 0.0610 top1= 99.4318

=== Log global consensus distance @ E16B0 ===
consensus_distance=0.010



=== Log clique consensus distance @ E16B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.042


[E16B10 |   4224/60000 (  7%) ] Loss: 0.0790 top1= 97.1591

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



=== Log clique consensus distance @ E16B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.040


[E16B20 |   8064/60000 ( 13%) ] Loss: 0.0786 top1= 96.8750

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



=== Log clique consensus distance @ E16B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.040



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4336 top1= 85.1863


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2802 top1= 63.3013


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.5368 top1= 57.0012

Train epoch 17
[E17B0  |    384/60000 (  1%) ] Loss: 0.0569 top1= 99.4318

=== Log global consensus distance @ E17B0 ===
consensus_distance=0.009



=== Log clique consensus distance @ E17B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.040


[E17B10 |   4224/60000 (  7%) ] Loss: 0.0720 top1= 97.4432

=== Log global consensus distance @ E17B10 ===
consensus_distance=0.009



=== Log clique consensus distance @ E17B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.038


[E17B20 |   8064/60000 ( 13%) ] Loss: 0.0732 top1= 96.8750

=== Log global consensus distance @ E17B20 ===
consensus_distance=0.009



=== Log clique consensus distance @ E17B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.038



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4277 top1= 85.4567


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2672 top1= 63.9223


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.5279 top1= 57.2716

Train epoch 18
[E18B0  |    384/60000 (  1%) ] Loss: 0.0532 top1= 99.7159

=== Log global consensus distance @ E18B0 ===
consensus_distance=0.009



=== Log clique consensus distance @ E18B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.038


[E18B10 |   4224/60000 (  7%) ] Loss: 0.0658 top1= 97.7273

=== Log global consensus distance @ E18B10 ===
consensus_distance=0.009



=== Log clique consensus distance @ E18B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.036


[E18B20 |   8064/60000 ( 13%) ] Loss: 0.0678 top1= 97.7273

=== Log global consensus distance @ E18B20 ===
consensus_distance=0.009



=== Log clique consensus distance @ E18B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.036



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4203 top1= 85.7071


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2597 top1= 64.4030


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.5139 top1= 57.8225

Train epoch 19
[E19B0  |    384/60000 (  1%) ] Loss: 0.0499 top1= 99.7159

=== Log global consensus distance @ E19B0 ===
consensus_distance=0.009



=== Log clique consensus distance @ E19B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.037


[E19B10 |   4224/60000 (  7%) ] Loss: 0.0602 top1= 98.5795

=== Log global consensus distance @ E19B10 ===
consensus_distance=0.008



=== Log clique consensus distance @ E19B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.035


[E19B20 |   8064/60000 ( 13%) ] Loss: 0.0631 top1= 98.2955

=== Log global consensus distance @ E19B20 ===
consensus_distance=0.008



=== Log clique consensus distance @ E19B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.035



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4158 top1= 85.8674


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2454 top1= 65.0942


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.5083 top1= 58.0929

Train epoch 20
[E20B0  |    384/60000 (  1%) ] Loss: 0.0469 top1= 99.7159

=== Log global consensus distance @ E20B0 ===
consensus_distance=0.008



=== Log clique consensus distance @ E20B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.035


[E20B10 |   4224/60000 (  7%) ] Loss: 0.0551 top1= 99.1477

=== Log global consensus distance @ E20B10 ===
consensus_distance=0.008



=== Log clique consensus distance @ E20B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.033


[E20B20 |   8064/60000 ( 13%) ] Loss: 0.0586 top1= 98.2955

=== Log global consensus distance @ E20B20 ===
consensus_distance=0.008



=== Log clique consensus distance @ E20B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.034



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4102 top1= 86.1478


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2425 top1= 65.5048


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4932 top1= 58.6238

Train epoch 21
[E21B0  |    384/60000 (  1%) ] Loss: 0.0441 top1= 99.7159

=== Log global consensus distance @ E21B0 ===
consensus_distance=0.008



=== Log clique consensus distance @ E21B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.034


[E21B10 |   4224/60000 (  7%) ] Loss: 0.0507 top1= 99.4318

=== Log global consensus distance @ E21B10 ===
consensus_distance=0.008



=== Log clique consensus distance @ E21B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.032


[E21B20 |   8064/60000 ( 13%) ] Loss: 0.0551 top1= 98.5795

=== Log global consensus distance @ E21B20 ===
consensus_distance=0.008



=== Log clique consensus distance @ E21B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.032



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4075 top1= 86.2780


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2361 top1= 65.8654


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4851 top1= 58.9944

Train epoch 22
[E22B0  |    384/60000 (  1%) ] Loss: 0.0418 top1= 99.4318

=== Log global consensus distance @ E22B0 ===
consensus_distance=0.008



=== Log clique consensus distance @ E22B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.033


[E22B10 |   4224/60000 (  7%) ] Loss: 0.0464 top1= 99.7159

=== Log global consensus distance @ E22B10 ===
consensus_distance=0.007



=== Log clique consensus distance @ E22B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.031


[E22B20 |   8064/60000 ( 13%) ] Loss: 0.0518 top1= 98.5795

=== Log global consensus distance @ E22B20 ===
consensus_distance=0.007



=== Log clique consensus distance @ E22B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.031



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4033 top1= 86.5385


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2254 top1= 66.2660


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4721 top1= 59.4151

Train epoch 23
[E23B0  |    384/60000 (  1%) ] Loss: 0.0396 top1= 99.4318

=== Log global consensus distance @ E23B0 ===
consensus_distance=0.007



=== Log clique consensus distance @ E23B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.031


[E23B10 |   4224/60000 (  7%) ] Loss: 0.0426 top1= 99.7159

=== Log global consensus distance @ E23B10 ===
consensus_distance=0.007



=== Log clique consensus distance @ E23B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.030


[E23B20 |   8064/60000 ( 13%) ] Loss: 0.0482 top1= 98.5795

=== Log global consensus distance @ E23B20 ===
consensus_distance=0.007



=== Log clique consensus distance @ E23B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.030



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4010 top1= 86.6386


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2147 top1= 66.7568


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4636 top1= 59.8458

Train epoch 24
[E24B0  |    384/60000 (  1%) ] Loss: 0.0377 top1= 99.4318

=== Log global consensus distance @ E24B0 ===
consensus_distance=0.007



=== Log clique consensus distance @ E24B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.030


[E24B10 |   4224/60000 (  7%) ] Loss: 0.0400 top1=100.0000

=== Log global consensus distance @ E24B10 ===
consensus_distance=0.007



=== Log clique consensus distance @ E24B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.029


[E24B20 |   8064/60000 ( 13%) ] Loss: 0.0456 top1= 98.8636

=== Log global consensus distance @ E24B20 ===
consensus_distance=0.007



=== Log clique consensus distance @ E24B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.029



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3985 top1= 86.6787


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2136 top1= 67.0974


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4441 top1= 60.4167

Train epoch 25
[E25B0  |    384/60000 (  1%) ] Loss: 0.0360 top1= 99.4318

=== Log global consensus distance @ E25B0 ===
consensus_distance=0.007



=== Log clique consensus distance @ E25B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.029


[E25B10 |   4224/60000 (  7%) ] Loss: 0.0368 top1=100.0000

=== Log global consensus distance @ E25B10 ===
consensus_distance=0.007



=== Log clique consensus distance @ E25B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.028


[E25B20 |   8064/60000 ( 13%) ] Loss: 0.0424 top1= 99.1477

=== Log global consensus distance @ E25B20 ===
consensus_distance=0.007



=== Log clique consensus distance @ E25B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.028



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3969 top1= 86.7788


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2051 top1= 67.4880


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4403 top1= 60.7873

Train epoch 26
[E26B0  |    384/60000 (  1%) ] Loss: 0.0342 top1= 99.4318

=== Log global consensus distance @ E26B0 ===
consensus_distance=0.007



=== Log clique consensus distance @ E26B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.028


[E26B10 |   4224/60000 (  7%) ] Loss: 0.0346 top1=100.0000

=== Log global consensus distance @ E26B10 ===
consensus_distance=0.006



=== Log clique consensus distance @ E26B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.027


[E26B20 |   8064/60000 ( 13%) ] Loss: 0.0397 top1= 99.4318

=== Log global consensus distance @ E26B20 ===
consensus_distance=0.006



=== Log clique consensus distance @ E26B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.027



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3946 top1= 86.9291


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.1976 top1= 67.9587


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4215 top1= 61.2179

Train epoch 27
[E27B0  |    384/60000 (  1%) ] Loss: 0.0329 top1= 99.4318

=== Log global consensus distance @ E27B0 ===
consensus_distance=0.006



=== Log clique consensus distance @ E27B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.027


[E27B10 |   4224/60000 (  7%) ] Loss: 0.0321 top1=100.0000

=== Log global consensus distance @ E27B10 ===
consensus_distance=0.006



=== Log clique consensus distance @ E27B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.026


[E27B20 |   8064/60000 ( 13%) ] Loss: 0.0373 top1= 99.4318

=== Log global consensus distance @ E27B20 ===
consensus_distance=0.006



=== Log clique consensus distance @ E27B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.026



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3942 top1= 86.9191


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.1937 top1= 68.1991


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4114 top1= 61.7588

Train epoch 28
[E28B0  |    384/60000 (  1%) ] Loss: 0.0316 top1= 99.4318

=== Log global consensus distance @ E28B0 ===
consensus_distance=0.006



=== Log clique consensus distance @ E28B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.026


[E28B10 |   4224/60000 (  7%) ] Loss: 0.0302 top1=100.0000

=== Log global consensus distance @ E28B10 ===
consensus_distance=0.006



=== Log clique consensus distance @ E28B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.025


[E28B20 |   8064/60000 ( 13%) ] Loss: 0.0348 top1= 99.4318

=== Log global consensus distance @ E28B20 ===
consensus_distance=0.006



=== Log clique consensus distance @ E28B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.026



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3926 top1= 87.0593


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.1916 top1= 68.5096


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4007 top1= 62.0994

Train epoch 29
[E29B0  |    384/60000 (  1%) ] Loss: 0.0302 top1= 99.4318

=== Log global consensus distance @ E29B0 ===
consensus_distance=0.006



=== Log clique consensus distance @ E29B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.025


[E29B10 |   4224/60000 (  7%) ] Loss: 0.0281 top1=100.0000

=== Log global consensus distance @ E29B10 ===
consensus_distance=0.006



=== Log clique consensus distance @ E29B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.024


[E29B20 |   8064/60000 ( 13%) ] Loss: 0.0322 top1= 99.7159

=== Log global consensus distance @ E29B20 ===
consensus_distance=0.006



=== Log clique consensus distance @ E29B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.025



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3912 top1= 87.2196


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.1873 top1= 68.8201


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3823 top1= 62.5701

Train epoch 30
[E30B0  |    384/60000 (  1%) ] Loss: 0.0295 top1= 99.4318

=== Log global consensus distance @ E30B0 ===
consensus_distance=0.006



=== Log clique consensus distance @ E30B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.025


[E30B10 |   4224/60000 (  7%) ] Loss: 0.0268 top1=100.0000

=== Log global consensus distance @ E30B10 ===
consensus_distance=0.006



=== Log clique consensus distance @ E30B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.023


[E30B20 |   8064/60000 ( 13%) ] Loss: 0.0302 top1= 99.7159

=== Log global consensus distance @ E30B20 ===
consensus_distance=0.006



=== Log clique consensus distance @ E30B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.024



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3907 top1= 87.2997


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.1851 top1= 69.0905


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3760 top1= 62.9207

Train epoch 31
[E31B0  |    384/60000 (  1%) ] Loss: 0.0283 top1= 99.4318

=== Log global consensus distance @ E31B0 ===
consensus_distance=0.006



=== Log clique consensus distance @ E31B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.024


[E31B10 |   4224/60000 (  7%) ] Loss: 0.0251 top1=100.0000

=== Log global consensus distance @ E31B10 ===
consensus_distance=0.005



=== Log clique consensus distance @ E31B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.023


[E31B20 |   8064/60000 ( 13%) ] Loss: 0.0277 top1=100.0000

=== Log global consensus distance @ E31B20 ===
consensus_distance=0.006



=== Log clique consensus distance @ E31B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.023



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3900 top1= 87.3998


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.1818 top1= 69.3710


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3627 top1= 63.3413

Train epoch 32
[E32B0  |    384/60000 (  1%) ] Loss: 0.0278 top1= 99.4318

=== Log global consensus distance @ E32B0 ===
consensus_distance=0.006



=== Log clique consensus distance @ E32B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.023


[E32B10 |   4224/60000 (  7%) ] Loss: 0.0239 top1=100.0000

=== Log global consensus distance @ E32B10 ===
consensus_distance=0.005



=== Log clique consensus distance @ E32B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.022


[E32B20 |   8064/60000 ( 13%) ] Loss: 0.0256 top1=100.0000

=== Log global consensus distance @ E32B20 ===
consensus_distance=0.005



=== Log clique consensus distance @ E32B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.023



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3899 top1= 87.4800


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.1860 top1= 69.6014


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3478 top1= 63.8421

Train epoch 33
[E33B0  |    384/60000 (  1%) ] Loss: 0.0269 top1= 99.4318

=== Log global consensus distance @ E33B0 ===
consensus_distance=0.005



=== Log clique consensus distance @ E33B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.022


[E33B10 |   4224/60000 (  7%) ] Loss: 0.0228 top1=100.0000

=== Log global consensus distance @ E33B10 ===
consensus_distance=0.005



=== Log clique consensus distance @ E33B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.021


[E33B20 |   8064/60000 ( 13%) ] Loss: 0.0236 top1=100.0000

=== Log global consensus distance @ E33B20 ===
consensus_distance=0.005



=== Log clique consensus distance @ E33B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.022



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3888 top1= 87.5300


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.1887 top1= 69.7917


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3398 top1= 64.2328

Train epoch 34
[E34B0  |    384/60000 (  1%) ] Loss: 0.0263 top1= 99.4318

=== Log global consensus distance @ E34B0 ===
consensus_distance=0.005



=== Log clique consensus distance @ E34B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.022


[E34B10 |   4224/60000 (  7%) ] Loss: 0.0220 top1=100.0000

=== Log global consensus distance @ E34B10 ===
consensus_distance=0.005



=== Log clique consensus distance @ E34B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.021


[E34B20 |   8064/60000 ( 13%) ] Loss: 0.0219 top1=100.0000

=== Log global consensus distance @ E34B20 ===
consensus_distance=0.005



=== Log clique consensus distance @ E34B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.021



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3891 top1= 87.6202


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.1890 top1= 70.0020


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3285 top1= 64.6534

Train epoch 35
[E35B0  |    384/60000 (  1%) ] Loss: 0.0254 top1= 99.4318

=== Log global consensus distance @ E35B0 ===
consensus_distance=0.005



=== Log clique consensus distance @ E35B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.021


[E35B10 |   4224/60000 (  7%) ] Loss: 0.0215 top1=100.0000

=== Log global consensus distance @ E35B10 ===
consensus_distance=0.005



=== Log clique consensus distance @ E35B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.020


[E35B20 |   8064/60000 ( 13%) ] Loss: 0.0205 top1=100.0000

=== Log global consensus distance @ E35B20 ===
consensus_distance=0.005



=== Log clique consensus distance @ E35B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.021



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3871 top1= 87.6903


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.1874 top1= 70.2825


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3192 top1= 64.9639

Train epoch 36
[E36B0  |    384/60000 (  1%) ] Loss: 0.0243 top1= 99.7159

=== Log global consensus distance @ E36B0 ===
consensus_distance=0.005



=== Log clique consensus distance @ E36B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.021


[E36B10 |   4224/60000 (  7%) ] Loss: 0.0209 top1=100.0000

=== Log global consensus distance @ E36B10 ===
consensus_distance=0.005



=== Log clique consensus distance @ E36B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.020


[E36B20 |   8064/60000 ( 13%) ] Loss: 0.0196 top1=100.0000

=== Log global consensus distance @ E36B20 ===
consensus_distance=0.005



=== Log clique consensus distance @ E36B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.020



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3867 top1= 87.7404


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.1822 top1= 70.5228


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3148 top1= 65.1743

Train epoch 37
[E37B0  |    384/60000 (  1%) ] Loss: 0.0228 top1=100.0000

=== Log global consensus distance @ E37B0 ===
consensus_distance=0.005



=== Log clique consensus distance @ E37B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.020


[E37B10 |   4224/60000 (  7%) ] Loss: 0.0206 top1=100.0000

=== Log global consensus distance @ E37B10 ===
consensus_distance=0.004



=== Log clique consensus distance @ E37B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.019


[E37B20 |   8064/60000 ( 13%) ] Loss: 0.0184 top1=100.0000

=== Log global consensus distance @ E37B20 ===
consensus_distance=0.005



=== Log clique consensus distance @ E37B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.020



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3844 top1= 87.8105


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.1701 top1= 70.8433


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3043 top1= 65.5549

Train epoch 38
[E38B0  |    384/60000 (  1%) ] Loss: 0.0211 top1=100.0000

=== Log global consensus distance @ E38B0 ===
consensus_distance=0.005



=== Log clique consensus distance @ E38B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.020


[E38B10 |   4224/60000 (  7%) ] Loss: 0.0196 top1=100.0000

=== Log global consensus distance @ E38B10 ===
consensus_distance=0.004



=== Log clique consensus distance @ E38B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.018


[E38B20 |   8064/60000 ( 13%) ] Loss: 0.0179 top1=100.0000

=== Log global consensus distance @ E38B20 ===
consensus_distance=0.004



=== Log clique consensus distance @ E38B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.019



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3830 top1= 87.8506


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.1600 top1= 71.0236


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3006 top1= 65.7953

Train epoch 39
[E39B0  |    384/60000 (  1%) ] Loss: 0.0193 top1=100.0000

=== Log global consensus distance @ E39B0 ===
consensus_distance=0.005



=== Log clique consensus distance @ E39B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.019


[E39B10 |   4224/60000 (  7%) ] Loss: 0.0184 top1=100.0000

=== Log global consensus distance @ E39B10 ===
consensus_distance=0.004



=== Log clique consensus distance @ E39B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.018


[E39B20 |   8064/60000 ( 13%) ] Loss: 0.0172 top1=100.0000

=== Log global consensus distance @ E39B20 ===
consensus_distance=0.004



=== Log clique consensus distance @ E39B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.018



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3815 top1= 87.9507


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.1478 top1= 71.2240


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.2950 top1= 66.0757

Train epoch 40
[E40B0  |    384/60000 (  1%) ] Loss: 0.0178 top1=100.0000

=== Log global consensus distance @ E40B0 ===
consensus_distance=0.004



=== Log clique consensus distance @ E40B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.019


[E40B10 |   4224/60000 (  7%) ] Loss: 0.0171 top1=100.0000

=== Log global consensus distance @ E40B10 ===
consensus_distance=0.004



=== Log clique consensus distance @ E40B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.018


[E40B20 |   8064/60000 ( 13%) ] Loss: 0.0166 top1=100.0000

=== Log global consensus distance @ E40B20 ===
consensus_distance=0.004



=== Log clique consensus distance @ E40B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.018



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3803 top1= 88.0509


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.1347 top1= 71.5144


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.2925 top1= 66.1759

Train epoch 41
[E41B0  |    384/60000 (  1%) ] Loss: 0.0165 top1=100.0000

=== Log global consensus distance @ E41B0 ===
consensus_distance=0.004



=== Log clique consensus distance @ E41B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.018


[E41B10 |   4224/60000 (  7%) ] Loss: 0.0159 top1=100.0000

=== Log global consensus distance @ E41B10 ===
consensus_distance=0.004



=== Log clique consensus distance @ E41B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.017


[E41B20 |   8064/60000 ( 13%) ] Loss: 0.0158 top1=100.0000

=== Log global consensus distance @ E41B20 ===
consensus_distance=0.004



=== Log clique consensus distance @ E41B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.017



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3796 top1= 88.1110


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.1168 top1= 72.0152


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.2887 top1= 66.4663

Train epoch 42
[E42B0  |    384/60000 (  1%) ] Loss: 0.0155 top1=100.0000

=== Log global consensus distance @ E42B0 ===
consensus_distance=0.004



=== Log clique consensus distance @ E42B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.018


[E42B10 |   4224/60000 (  7%) ] Loss: 0.0146 top1=100.0000

=== Log global consensus distance @ E42B10 ===
consensus_distance=0.004



=== Log clique consensus distance @ E42B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.017


[E42B20 |   8064/60000 ( 13%) ] Loss: 0.0151 top1=100.0000

=== Log global consensus distance @ E42B20 ===
consensus_distance=0.004



=== Log clique consensus distance @ E42B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.017



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3778 top1= 88.2212


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.1107 top1= 72.1855


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.2788 top1= 66.7268

Train epoch 43
[E43B0  |    384/60000 (  1%) ] Loss: 0.0149 top1=100.0000

=== Log global consensus distance @ E43B0 ===
consensus_distance=0.004



=== Log clique consensus distance @ E43B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.017


[E43B10 |   4224/60000 (  7%) ] Loss: 0.0139 top1=100.0000

=== Log global consensus distance @ E43B10 ===
consensus_distance=0.004



=== Log clique consensus distance @ E43B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.016


[E43B20 |   8064/60000 ( 13%) ] Loss: 0.0144 top1=100.0000

=== Log global consensus distance @ E43B20 ===
consensus_distance=0.004



=== Log clique consensus distance @ E43B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.016



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3784 top1= 88.2212


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.1027 top1= 72.4159


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.2751 top1= 66.9171

Train epoch 44
[E44B0  |    384/60000 (  1%) ] Loss: 0.0143 top1=100.0000

=== Log global consensus distance @ E44B0 ===
consensus_distance=0.004



=== Log clique consensus distance @ E44B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.017


[E44B10 |   4224/60000 (  7%) ] Loss: 0.0134 top1=100.0000

=== Log global consensus distance @ E44B10 ===
consensus_distance=0.004



=== Log clique consensus distance @ E44B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.016


[E44B20 |   8064/60000 ( 13%) ] Loss: 0.0139 top1=100.0000

=== Log global consensus distance @ E44B20 ===
consensus_distance=0.004



=== Log clique consensus distance @ E44B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.016



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3772 top1= 88.2612


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.0923 top1= 72.8265


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.2691 top1= 67.0773

Train epoch 45
[E45B0  |    384/60000 (  1%) ] Loss: 0.0139 top1=100.0000

=== Log global consensus distance @ E45B0 ===
consensus_distance=0.004



=== Log clique consensus distance @ E45B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.016


[E45B10 |   4224/60000 (  7%) ] Loss: 0.0129 top1=100.0000

=== Log global consensus distance @ E45B10 ===
consensus_distance=0.004



=== Log clique consensus distance @ E45B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.015


[E45B20 |   8064/60000 ( 13%) ] Loss: 0.0132 top1=100.0000

=== Log global consensus distance @ E45B20 ===
consensus_distance=0.004



=== Log clique consensus distance @ E45B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.016



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3771 top1= 88.2712


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.0851 top1= 73.1871


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.2631 top1= 67.3077

Train epoch 46
[E46B0  |    384/60000 (  1%) ] Loss: 0.0133 top1=100.0000

=== Log global consensus distance @ E46B0 ===
consensus_distance=0.004



=== Log clique consensus distance @ E46B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.016


[E46B10 |   4224/60000 (  7%) ] Loss: 0.0125 top1=100.0000

=== Log global consensus distance @ E46B10 ===
consensus_distance=0.004



=== Log clique consensus distance @ E46B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.015


[E46B20 |   8064/60000 ( 13%) ] Loss: 0.0128 top1=100.0000

=== Log global consensus distance @ E46B20 ===
consensus_distance=0.004



=== Log clique consensus distance @ E46B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.015



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3763 top1= 88.4115


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.0761 top1= 73.5978


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.2558 top1= 67.5481

Train epoch 47
[E47B0  |    384/60000 (  1%) ] Loss: 0.0129 top1=100.0000

=== Log global consensus distance @ E47B0 ===
consensus_distance=0.004



=== Log clique consensus distance @ E47B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.016


[E47B10 |   4224/60000 (  7%) ] Loss: 0.0120 top1=100.0000

=== Log global consensus distance @ E47B10 ===
consensus_distance=0.003



=== Log clique consensus distance @ E47B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.015


[E47B20 |   8064/60000 ( 13%) ] Loss: 0.0122 top1=100.0000

=== Log global consensus distance @ E47B20 ===
consensus_distance=0.004



=== Log clique consensus distance @ E47B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.015



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3752 top1= 88.4615


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.0702 top1= 73.7580


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.2492 top1= 67.7885

Train epoch 48
[E48B0  |    384/60000 (  1%) ] Loss: 0.0124 top1=100.0000

=== Log global consensus distance @ E48B0 ===
consensus_distance=0.004



=== Log clique consensus distance @ E48B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.015


[E48B10 |   4224/60000 (  7%) ] Loss: 0.0117 top1=100.0000

=== Log global consensus distance @ E48B10 ===
consensus_distance=0.003



=== Log clique consensus distance @ E48B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.014


[E48B20 |   8064/60000 ( 13%) ] Loss: 0.0118 top1=100.0000

=== Log global consensus distance @ E48B20 ===
consensus_distance=0.003



=== Log clique consensus distance @ E48B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.014



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3748 top1= 88.5317


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.0600 top1= 74.1186


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.2406 top1= 68.0489

Train epoch 49
[E49B0  |    384/60000 (  1%) ] Loss: 0.0120 top1=100.0000

=== Log global consensus distance @ E49B0 ===
consensus_distance=0.004



=== Log clique consensus distance @ E49B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.015


[E49B10 |   4224/60000 (  7%) ] Loss: 0.0113 top1=100.0000

=== Log global consensus distance @ E49B10 ===
consensus_distance=0.003



=== Log clique consensus distance @ E49B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.014


[E49B20 |   8064/60000 ( 13%) ] Loss: 0.0113 top1=100.0000

=== Log global consensus distance @ E49B20 ===
consensus_distance=0.003



=== Log clique consensus distance @ E49B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.014



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3742 top1= 88.6118


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.0503 top1= 74.4091


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.2364 top1= 68.2192

Train epoch 50
[E50B0  |    384/60000 (  1%) ] Loss: 0.0115 top1=100.0000

=== Log global consensus distance @ E50B0 ===
consensus_distance=0.003



=== Log clique consensus distance @ E50B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.014


[E50B10 |   4224/60000 (  7%) ] Loss: 0.0109 top1=100.0000

=== Log global consensus distance @ E50B10 ===
consensus_distance=0.003



=== Log clique consensus distance @ E50B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.014


[E50B20 |   8064/60000 ( 13%) ] Loss: 0.0108 top1=100.0000

=== Log global consensus distance @ E50B20 ===
consensus_distance=0.003



=== Log clique consensus distance @ E50B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.014



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3732 top1= 88.7019


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.0418 top1= 74.6494


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.2263 top1= 68.4896

