
=== Start adding workers ===
=> Add worker SGDMWorker(index=0, momentum=0.0)
=> Add worker SGDMWorker(index=1, momentum=0.0)
=> Add worker SGDMWorker(index=2, momentum=0.0)
=> Add worker SGDMWorker(index=3, momentum=0.0)
=> Add worker SGDMWorker(index=4, momentum=0.0)
=> Add worker SGDMWorker(index=5, momentum=0.0)
=> Add worker SGDMWorker(index=6, momentum=0.0)
=> Add worker SGDMWorker(index=7, momentum=0.0)
=> Add worker SGDMWorker(index=8, momentum=0.0)
=> Add worker SGDMWorker(index=9, momentum=0.0)
=> Add worker SGDMWorker(index=10, momentum=0.0)
=> Add worker LabelFlippingWorker

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

Train epoch 1
[E 1B0  |    384/60000 (  1%) ] Loss: 2.3028 top1=  8.5227

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



=== Log global consensus distance @ E1B0 ===
consensus_distance=0.000



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


[E 1B10 |   4224/60000 (  7%) ] Loss: 2.2761 top1= 17.8977

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



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


[E 1B20 |   8064/60000 ( 13%) ] Loss: 2.2472 top1= 19.8864

=== Log global consensus distance @ E1B20 ===
consensus_distance=0.000



=== Log clique consensus distance @ E1B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.001



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2227 top1= 30.5589


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2218 top1= 31.9812


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2214 top1= 29.4071

Train epoch 2
[E 2B0  |    384/60000 (  1%) ] Loss: 2.2192 top1= 24.1477

=== Log global consensus distance @ E2B0 ===
consensus_distance=0.000



=== Log clique consensus distance @ E2B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.001


[E 2B10 |   4224/60000 (  7%) ] Loss: 2.1900 top1= 33.5227

=== Log global consensus distance @ E2B10 ===
consensus_distance=0.000



=== Log clique consensus distance @ E2B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.001


[E 2B20 |   8064/60000 ( 13%) ] Loss: 2.1446 top1= 38.3523

=== Log global consensus distance @ E2B20 ===
consensus_distance=0.000



=== Log clique consensus distance @ E2B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.001



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1164 top1= 48.3073


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1145 top1= 49.5393


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1154 top1= 46.4042

Train epoch 3
[E 3B0  |    384/60000 (  1%) ] Loss: 2.1167 top1= 37.7841

=== Log global consensus distance @ E3B0 ===
consensus_distance=0.000



=== Log clique consensus distance @ E3B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.001


[E 3B10 |   4224/60000 (  7%) ] Loss: 2.0728 top1= 45.7386

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



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


[E 3B20 |   8064/60000 ( 13%) ] Loss: 2.0104 top1= 51.7045

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



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.9678 top1= 58.7240


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9662 top1= 58.5737


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.9661 top1= 57.1715

Train epoch 4
[E 4B0  |    384/60000 (  1%) ] Loss: 1.9762 top1= 49.1477

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



=== Log clique consensus distance @ E4B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.002


[E 4B10 |   4224/60000 (  7%) ] Loss: 1.9102 top1= 53.4091

=== Log global consensus distance @ E4B10 ===
consensus_distance=0.001



=== Log clique consensus distance @ E4B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.002


[E 4B20 |   8064/60000 ( 13%) ] Loss: 1.8252 top1= 57.6705

=== Log global consensus distance @ E4B20 ===
consensus_distance=0.001



=== Log clique consensus distance @ E4B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.002



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.7641 top1= 67.0373


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7615 top1= 66.6767


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.7613 top1= 65.8253

Train epoch 5
[E 5B0  |    384/60000 (  1%) ] Loss: 1.7846 top1= 60.2273

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



=== Log clique consensus distance @ E5B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.002


[E 5B10 |   4224/60000 (  7%) ] Loss: 1.6949 top1= 59.9432

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



=== Log clique consensus distance @ E5B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.003


[E 5B20 |   8064/60000 ( 13%) ] Loss: 1.5872 top1= 62.2159

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



=== Log clique consensus distance @ E5B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.003



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5020 top1= 73.3474


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4966 top1= 72.8065


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4960 top1= 73.3674

Train epoch 6
[E 6B0  |    384/60000 (  1%) ] Loss: 1.5401 top1= 65.0568

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



=== Log clique consensus distance @ E6B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004


[E 6B10 |   4224/60000 (  7%) ] Loss: 1.4380 top1= 67.3295

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



=== Log clique consensus distance @ E6B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004


[E 6B20 |   8064/60000 ( 13%) ] Loss: 1.3193 top1= 68.1818

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



=== Log clique consensus distance @ E6B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.2148 top1= 78.1751


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2142 top1= 78.0849


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.2119 top1= 78.2252

Train epoch 7
[E 7B0  |    384/60000 (  1%) ] Loss: 1.2775 top1= 70.4545

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



=== Log clique consensus distance @ E7B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004


[E 7B10 |   4224/60000 (  7%) ] Loss: 1.1918 top1= 72.4432

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



=== Log clique consensus distance @ E7B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.003


[E 7B20 |   8064/60000 ( 13%) ] Loss: 1.0758 top1= 73.0114

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



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9809 top1= 81.6607


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.9754 top1= 81.1398


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.9756 top1= 81.7408

Train epoch 8
[E 8B0  |    384/60000 (  1%) ] Loss: 1.0663 top1= 73.0114

=== Log global consensus distance @ E8B0 ===
consensus_distance=0.001



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


[E 8B10 |   4224/60000 (  7%) ] Loss: 1.0021 top1= 76.4205

=== Log global consensus distance @ E8B10 ===
consensus_distance=0.001



=== Log clique consensus distance @ E8B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004


[E 8B20 |   8064/60000 ( 13%) ] Loss: 0.8973 top1= 76.1364

=== Log global consensus distance @ E8B20 ===
consensus_distance=0.001



=== Log clique consensus distance @ E8B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.003



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8064 top1= 83.6639


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.8042 top1= 83.2732


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.8016 top1= 83.8642

Train epoch 9
[E 9B0  |    384/60000 (  1%) ] Loss: 0.9098 top1= 75.0000

=== Log global consensus distance @ E9B0 ===
consensus_distance=0.001



=== Log clique consensus distance @ E9B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004


[E 9B10 |   4224/60000 (  7%) ] Loss: 0.8559 top1= 79.2614

=== Log global consensus distance @ E9B10 ===
consensus_distance=0.001



=== Log clique consensus distance @ E9B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004


[E 9B20 |   8064/60000 ( 13%) ] Loss: 0.7747 top1= 78.6932

=== Log global consensus distance @ E9B20 ===
consensus_distance=0.001



=== Log clique consensus distance @ E9B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6921 top1= 84.8057


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.6864 top1= 84.4251


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.6878 top1= 84.9259

Train epoch 10
[E10B0  |    384/60000 (  1%) ] Loss: 0.7991 top1= 78.6932

=== Log global consensus distance @ E10B0 ===
consensus_distance=0.001



=== Log clique consensus distance @ E10B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004


[E10B10 |   4224/60000 (  7%) ] Loss: 0.7638 top1= 82.6705

=== Log global consensus distance @ E10B10 ===
consensus_distance=0.001



=== Log clique consensus distance @ E10B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004


[E10B20 |   8064/60000 ( 13%) ] Loss: 0.6812 top1= 80.9659

=== Log global consensus distance @ E10B20 ===
consensus_distance=0.001



=== Log clique consensus distance @ E10B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6112 top1= 85.9075


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.6057 top1= 85.5369


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.6096 top1= 86.3782

Train epoch 11
[E11B0  |    384/60000 (  1%) ] Loss: 0.7213 top1= 80.3977

=== Log global consensus distance @ E11B0 ===
consensus_distance=0.001



=== Log clique consensus distance @ E11B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004


[E11B10 |   4224/60000 (  7%) ] Loss: 0.6873 top1= 83.2386

=== Log global consensus distance @ E11B10 ===
consensus_distance=0.001



=== Log clique consensus distance @ E11B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005


[E11B20 |   8064/60000 ( 13%) ] Loss: 0.6149 top1= 81.8182

=== Log global consensus distance @ E11B20 ===
consensus_distance=0.001



=== Log clique consensus distance @ E11B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.006



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5529 top1= 86.8590


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5506 top1= 86.7688


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5503 top1= 87.1394

Train epoch 12
[E12B0  |    384/60000 (  1%) ] Loss: 0.6592 top1= 82.1023

=== Log global consensus distance @ E12B0 ===
consensus_distance=0.001



=== Log clique consensus distance @ E12B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.006


[E12B10 |   4224/60000 (  7%) ] Loss: 0.6348 top1= 84.6591

=== Log global consensus distance @ E12B10 ===
consensus_distance=0.002



=== Log clique consensus distance @ E12B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.006


[E12B20 |   8064/60000 ( 13%) ] Loss: 0.5597 top1= 84.6591

=== Log global consensus distance @ E12B20 ===
consensus_distance=0.002



=== Log clique consensus distance @ E12B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.006



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5122 top1= 87.3998


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5102 top1= 87.2396


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5070 top1= 87.7504

Train epoch 13
[E13B0  |    384/60000 (  1%) ] Loss: 0.6094 top1= 83.2386

=== Log global consensus distance @ E13B0 ===
consensus_distance=0.002



=== Log clique consensus distance @ E13B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007


[E13B10 |   4224/60000 (  7%) ] Loss: 0.5926 top1= 85.2273

=== Log global consensus distance @ E13B10 ===
consensus_distance=0.002



=== Log clique consensus distance @ E13B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007


[E13B20 |   8064/60000 ( 13%) ] Loss: 0.5210 top1= 84.6591

=== Log global consensus distance @ E13B20 ===
consensus_distance=0.002



=== Log clique consensus distance @ E13B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4787 top1= 88.0609


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.4782 top1= 87.9307


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.4730 top1= 88.2612

Train epoch 14
[E14B0  |    384/60000 (  1%) ] Loss: 0.5754 top1= 84.0909

=== Log global consensus distance @ E14B0 ===
consensus_distance=0.002



=== Log clique consensus distance @ E14B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007


[E14B10 |   4224/60000 (  7%) ] Loss: 0.5630 top1= 86.3636

=== Log global consensus distance @ E14B10 ===
consensus_distance=0.002



=== Log clique consensus distance @ E14B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.006


[E14B20 |   8064/60000 ( 13%) ] Loss: 0.4901 top1= 86.0795

=== Log global consensus distance @ E14B20 ===
consensus_distance=0.002



=== Log clique consensus distance @ E14B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.006



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4544 top1= 88.3514


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.4530 top1= 88.1611


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.4511 top1= 88.6418

Train epoch 15
[E15B0  |    384/60000 (  1%) ] Loss: 0.5429 top1= 85.5114

=== Log global consensus distance @ E15B0 ===
consensus_distance=0.002



=== Log clique consensus distance @ E15B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.006


[E15B10 |   4224/60000 (  7%) ] Loss: 0.5378 top1= 87.5000

=== Log global consensus distance @ E15B10 ===
consensus_distance=0.002



=== Log clique consensus distance @ E15B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.006


[E15B20 |   8064/60000 ( 13%) ] Loss: 0.4657 top1= 86.6477

=== Log global consensus distance @ E15B20 ===
consensus_distance=0.002



=== Log clique consensus distance @ E15B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.006



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4329 top1= 88.6819


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.4314 top1= 88.6619


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.4308 top1= 89.0425

Train epoch 16
[E16B0  |    384/60000 (  1%) ] Loss: 0.5137 top1= 86.3636

=== Log global consensus distance @ E16B0 ===
consensus_distance=0.002



=== Log clique consensus distance @ E16B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.006


[E16B10 |   4224/60000 (  7%) ] Loss: 0.5195 top1= 88.6364

=== Log global consensus distance @ E16B10 ===
consensus_distance=0.002



=== Log clique consensus distance @ E16B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.006


[E16B20 |   8064/60000 ( 13%) ] Loss: 0.4482 top1= 86.3636

=== Log global consensus distance @ E16B20 ===
consensus_distance=0.002



=== Log clique consensus distance @ E16B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4193 top1= 89.0024


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.4160 top1= 88.9223


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.4146 top1= 89.3630

Train epoch 17
[E17B0  |    384/60000 (  1%) ] Loss: 0.4889 top1= 87.2159

=== Log global consensus distance @ E17B0 ===
consensus_distance=0.002



=== Log clique consensus distance @ E17B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007


[E17B10 |   4224/60000 (  7%) ] Loss: 0.4934 top1= 88.3523

=== Log global consensus distance @ E17B10 ===
consensus_distance=0.002



=== Log clique consensus distance @ E17B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.009


[E17B20 |   8064/60000 ( 13%) ] Loss: 0.4227 top1= 86.9318

=== Log global consensus distance @ E17B20 ===
consensus_distance=0.002



=== Log clique consensus distance @ E17B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.006



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4093 top1= 89.0224


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.4058 top1= 88.9623


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.4031 top1= 89.3229

Train epoch 18
[E18B0  |    384/60000 (  1%) ] Loss: 0.4777 top1= 87.2159

=== Log global consensus distance @ E18B0 ===
consensus_distance=0.002



=== Log clique consensus distance @ E18B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007


[E18B10 |   4224/60000 (  7%) ] Loss: 0.4857 top1= 88.6364

=== Log global consensus distance @ E18B10 ===
consensus_distance=0.002



=== Log clique consensus distance @ E18B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007


[E18B20 |   8064/60000 ( 13%) ] Loss: 0.4087 top1= 87.7841

=== Log global consensus distance @ E18B20 ===
consensus_distance=0.002



=== Log clique consensus distance @ E18B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3918 top1= 89.5733


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3892 top1= 89.4932


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3889 top1= 89.6835

Train epoch 19
[E19B0  |    384/60000 (  1%) ] Loss: 0.4598 top1= 87.2159

=== Log global consensus distance @ E19B0 ===
consensus_distance=0.002



=== Log clique consensus distance @ E19B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.008


[E19B10 |   4224/60000 (  7%) ] Loss: 0.4679 top1= 88.6364

=== Log global consensus distance @ E19B10 ===
consensus_distance=0.002



=== Log clique consensus distance @ E19B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007


[E19B20 |   8064/60000 ( 13%) ] Loss: 0.3938 top1= 88.9205

=== Log global consensus distance @ E19B20 ===
consensus_distance=0.002



=== Log clique consensus distance @ E19B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3808 top1= 89.6134


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3795 top1= 89.5032


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3793 top1= 89.7937

Train epoch 20
[E20B0  |    384/60000 (  1%) ] Loss: 0.4460 top1= 87.5000

=== Log global consensus distance @ E20B0 ===
consensus_distance=0.002



=== Log clique consensus distance @ E20B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007


[E20B10 |   4224/60000 (  7%) ] Loss: 0.4561 top1= 88.6364

=== Log global consensus distance @ E20B10 ===
consensus_distance=0.002



=== Log clique consensus distance @ E20B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.008


[E20B20 |   8064/60000 ( 13%) ] Loss: 0.3828 top1= 88.9205

=== Log global consensus distance @ E20B20 ===
consensus_distance=0.001



=== Log clique consensus distance @ E20B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.006



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3734 top1= 89.8337


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3703 top1= 89.6935


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3723 top1= 89.9439

Train epoch 21
[E21B0  |    384/60000 (  1%) ] Loss: 0.4302 top1= 88.6364

=== Log global consensus distance @ E21B0 ===
consensus_distance=0.002



=== Log clique consensus distance @ E21B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007


[E21B10 |   4224/60000 (  7%) ] Loss: 0.4488 top1= 88.6364

=== Log global consensus distance @ E21B10 ===
consensus_distance=0.001



=== Log clique consensus distance @ E21B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005


[E21B20 |   8064/60000 ( 13%) ] Loss: 0.3695 top1= 89.4886

=== Log global consensus distance @ E21B20 ===
consensus_distance=0.002



=== Log clique consensus distance @ E21B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3648 top1= 90.0541


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3632 top1= 89.9539


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3612 top1= 90.2945

Train epoch 22
[E22B0  |    384/60000 (  1%) ] Loss: 0.4132 top1= 88.9205

=== Log global consensus distance @ E22B0 ===
consensus_distance=0.002



=== Log clique consensus distance @ E22B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.006


[E22B10 |   4224/60000 (  7%) ] Loss: 0.4291 top1= 89.2045

=== Log global consensus distance @ E22B10 ===
consensus_distance=0.002



=== Log clique consensus distance @ E22B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007


[E22B20 |   8064/60000 ( 13%) ] Loss: 0.3567 top1= 90.9091

=== Log global consensus distance @ E22B20 ===
consensus_distance=0.002



=== Log clique consensus distance @ E22B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3616 top1= 90.2644


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3581 top1= 90.1542


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3585 top1= 90.3646

Train epoch 23
[E23B0  |    384/60000 (  1%) ] Loss: 0.4094 top1= 88.6364

=== Log global consensus distance @ E23B0 ===
consensus_distance=0.001



=== Log clique consensus distance @ E23B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.006


[E23B10 |   4224/60000 (  7%) ] Loss: 0.4228 top1= 89.2045

=== Log global consensus distance @ E23B10 ===
consensus_distance=0.002



=== Log clique consensus distance @ E23B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007


[E23B20 |   8064/60000 ( 13%) ] Loss: 0.3389 top1= 91.7614

=== Log global consensus distance @ E23B20 ===
consensus_distance=0.002



=== Log clique consensus distance @ E23B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3519 top1= 90.3946


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3510 top1= 90.2244


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3481 top1= 90.5649

Train epoch 24
[E24B0  |    384/60000 (  1%) ] Loss: 0.3978 top1= 89.7727

=== Log global consensus distance @ E24B0 ===
consensus_distance=0.002



=== Log clique consensus distance @ E24B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007


[E24B10 |   4224/60000 (  7%) ] Loss: 0.4214 top1= 89.2045

=== Log global consensus distance @ E24B10 ===
consensus_distance=0.001



=== Log clique consensus distance @ E24B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005


[E24B20 |   8064/60000 ( 13%) ] Loss: 0.3346 top1= 91.7614

=== Log global consensus distance @ E24B20 ===
consensus_distance=0.001



=== Log clique consensus distance @ E24B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3447 top1= 90.4948


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3434 top1= 90.2644


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3414 top1= 90.6150

Train epoch 25
[E25B0  |    384/60000 (  1%) ] Loss: 0.3910 top1= 89.4886

=== Log global consensus distance @ E25B0 ===
consensus_distance=0.001



=== Log clique consensus distance @ E25B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005


[E25B10 |   4224/60000 (  7%) ] Loss: 0.4098 top1= 90.3409

=== Log global consensus distance @ E25B10 ===
consensus_distance=0.001



=== Log clique consensus distance @ E25B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005


[E25B20 |   8064/60000 ( 13%) ] Loss: 0.3349 top1= 90.6250

=== Log global consensus distance @ E25B20 ===
consensus_distance=0.002



=== Log clique consensus distance @ E25B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.006



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3401 top1= 90.6550


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3395 top1= 90.5449


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3366 top1= 90.7151

Train epoch 26
[E26B0  |    384/60000 (  1%) ] Loss: 0.3814 top1= 88.9205

=== Log global consensus distance @ E26B0 ===
consensus_distance=0.001



=== Log clique consensus distance @ E26B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005


[E26B10 |   4224/60000 (  7%) ] Loss: 0.3993 top1= 90.3409

=== Log global consensus distance @ E26B10 ===
consensus_distance=0.001



=== Log clique consensus distance @ E26B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005


[E26B20 |   8064/60000 ( 13%) ] Loss: 0.3214 top1= 92.0455

=== Log global consensus distance @ E26B20 ===
consensus_distance=0.001



=== Log clique consensus distance @ E26B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3336 top1= 90.8253


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3331 top1= 90.7752


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3297 top1= 90.9155

Train epoch 27
[E27B0  |    384/60000 (  1%) ] Loss: 0.3687 top1= 89.4886

=== Log global consensus distance @ E27B0 ===
consensus_distance=0.001



=== Log clique consensus distance @ E27B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005


[E27B10 |   4224/60000 (  7%) ] Loss: 0.3955 top1= 90.3409

=== Log global consensus distance @ E27B10 ===
consensus_distance=0.002



=== Log clique consensus distance @ E27B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.006


[E27B20 |   8064/60000 ( 13%) ] Loss: 0.3098 top1= 92.6136

=== Log global consensus distance @ E27B20 ===
consensus_distance=0.002



=== Log clique consensus distance @ E27B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.008



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3335 top1= 90.8454


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3289 top1= 90.7953


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3268 top1= 90.9355

Train epoch 28
[E28B0  |    384/60000 (  1%) ] Loss: 0.3615 top1= 90.6250

=== Log global consensus distance @ E28B0 ===
consensus_distance=0.002



=== Log clique consensus distance @ E28B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.006


[E28B10 |   4224/60000 (  7%) ] Loss: 0.3833 top1= 90.3409

=== Log global consensus distance @ E28B10 ===
consensus_distance=0.002



=== Log clique consensus distance @ E28B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.006


[E28B20 |   8064/60000 ( 13%) ] Loss: 0.2974 top1= 92.8977

=== Log global consensus distance @ E28B20 ===
consensus_distance=0.002



=== Log clique consensus distance @ E28B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3231 top1= 90.9655


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3222 top1= 90.9555


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3199 top1= 91.1058

Train epoch 29
[E29B0  |    384/60000 (  1%) ] Loss: 0.3517 top1= 90.6250

=== Log global consensus distance @ E29B0 ===
consensus_distance=0.002



=== Log clique consensus distance @ E29B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.006


[E29B10 |   4224/60000 (  7%) ] Loss: 0.3794 top1= 90.6250

=== Log global consensus distance @ E29B10 ===
consensus_distance=0.001



=== Log clique consensus distance @ E29B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005


[E29B20 |   8064/60000 ( 13%) ] Loss: 0.2950 top1= 92.8977

=== Log global consensus distance @ E29B20 ===
consensus_distance=0.001



=== Log clique consensus distance @ E29B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3202 top1= 91.0958


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3192 top1= 91.0056


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3161 top1= 91.1859

Train epoch 30
[E30B0  |    384/60000 (  1%) ] Loss: 0.3472 top1= 91.1932

=== Log global consensus distance @ E30B0 ===
consensus_distance=0.002



=== Log clique consensus distance @ E30B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.006


[E30B10 |   4224/60000 (  7%) ] Loss: 0.3616 top1= 91.4773

=== Log global consensus distance @ E30B10 ===
consensus_distance=0.002



=== Log clique consensus distance @ E30B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.006


[E30B20 |   8064/60000 ( 13%) ] Loss: 0.2919 top1= 92.6136

=== Log global consensus distance @ E30B20 ===
consensus_distance=0.002



=== Log clique consensus distance @ E30B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.006



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3153 top1= 91.2961


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3123 top1= 91.2159


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3118 top1= 91.3061

Train epoch 31
[E31B0  |    384/60000 (  1%) ] Loss: 0.3370 top1= 91.4773

=== Log global consensus distance @ E31B0 ===
consensus_distance=0.002



=== Log clique consensus distance @ E31B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.006


[E31B10 |   4224/60000 (  7%) ] Loss: 0.3623 top1= 90.9091

=== Log global consensus distance @ E31B10 ===
consensus_distance=0.002



=== Log clique consensus distance @ E31B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007


[E31B20 |   8064/60000 ( 13%) ] Loss: 0.2815 top1= 93.7500

=== Log global consensus distance @ E31B20 ===
consensus_distance=0.001



=== Log clique consensus distance @ E31B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3088 top1= 91.4463


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3071 top1= 91.3462


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3062 top1= 91.5565

Train epoch 32
[E32B0  |    384/60000 (  1%) ] Loss: 0.3341 top1= 90.9091

=== Log global consensus distance @ E32B0 ===
consensus_distance=0.001



=== Log clique consensus distance @ E32B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005


[E32B10 |   4224/60000 (  7%) ] Loss: 0.3551 top1= 91.7614

=== Log global consensus distance @ E32B10 ===
consensus_distance=0.002



=== Log clique consensus distance @ E32B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.006


[E32B20 |   8064/60000 ( 13%) ] Loss: 0.2791 top1= 93.7500

=== Log global consensus distance @ E32B20 ===
consensus_distance=0.002



=== Log clique consensus distance @ E32B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3059 top1= 91.4563


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3016 top1= 91.5765


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3037 top1= 91.4563

Train epoch 33
[E33B0  |    384/60000 (  1%) ] Loss: 0.3228 top1= 91.7614

=== Log global consensus distance @ E33B0 ===
consensus_distance=0.002



=== Log clique consensus distance @ E33B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.008


[E33B10 |   4224/60000 (  7%) ] Loss: 0.3541 top1= 91.7614

=== Log global consensus distance @ E33B10 ===
consensus_distance=0.002



=== Log clique consensus distance @ E33B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.006


[E33B20 |   8064/60000 ( 13%) ] Loss: 0.2710 top1= 94.3182

=== Log global consensus distance @ E33B20 ===
consensus_distance=0.002



=== Log clique consensus distance @ E33B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3004 top1= 91.6166


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2996 top1= 91.6166


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2985 top1= 91.7167

Train epoch 34
[E34B0  |    384/60000 (  1%) ] Loss: 0.3212 top1= 91.4773

=== Log global consensus distance @ E34B0 ===
consensus_distance=0.002



=== Log clique consensus distance @ E34B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007


[E34B10 |   4224/60000 (  7%) ] Loss: 0.3466 top1= 92.0455

=== Log global consensus distance @ E34B10 ===
consensus_distance=0.001



=== Log clique consensus distance @ E34B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.006


[E34B20 |   8064/60000 ( 13%) ] Loss: 0.2598 top1= 94.3182

=== Log global consensus distance @ E34B20 ===
consensus_distance=0.002



=== Log clique consensus distance @ E34B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.006



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2975 top1= 91.6767


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2952 top1= 91.7468


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2962 top1= 91.6667

Train epoch 35
[E35B0  |    384/60000 (  1%) ] Loss: 0.3171 top1= 91.4773

=== Log global consensus distance @ E35B0 ===
consensus_distance=0.002



=== Log clique consensus distance @ E35B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.006


[E35B10 |   4224/60000 (  7%) ] Loss: 0.3352 top1= 92.0455

=== Log global consensus distance @ E35B10 ===
consensus_distance=0.002



=== Log clique consensus distance @ E35B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.006


[E35B20 |   8064/60000 ( 13%) ] Loss: 0.2610 top1= 94.0341

=== Log global consensus distance @ E35B20 ===
consensus_distance=0.002



=== Log clique consensus distance @ E35B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.006



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2936 top1= 91.8369


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2952 top1= 91.5264


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2899 top1= 91.9972

Train epoch 36
[E36B0  |    384/60000 (  1%) ] Loss: 0.3080 top1= 90.9091

=== Log global consensus distance @ E36B0 ===
consensus_distance=0.002



=== Log clique consensus distance @ E36B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.006


[E36B10 |   4224/60000 (  7%) ] Loss: 0.3337 top1= 92.0455

=== Log global consensus distance @ E36B10 ===
consensus_distance=0.001



=== Log clique consensus distance @ E36B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.006


[E36B20 |   8064/60000 ( 13%) ] Loss: 0.2538 top1= 94.3182

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



=== Log clique consensus distance @ E36B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.006



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2906 top1= 91.9171


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2908 top1= 91.5966


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2879 top1= 92.0072

Train epoch 37
[E37B0  |    384/60000 (  1%) ] Loss: 0.3044 top1= 91.4773

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



=== Log clique consensus distance @ E37B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007


[E37B10 |   4224/60000 (  7%) ] Loss: 0.3314 top1= 92.0455

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



=== Log clique consensus distance @ E37B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007


[E37B20 |   8064/60000 ( 13%) ] Loss: 0.2509 top1= 94.6023

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



=== Log clique consensus distance @ E37B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.008



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2877 top1= 91.9872


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2860 top1= 92.0373


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2852 top1= 92.1875

Train epoch 38
[E38B0  |    384/60000 (  1%) ] Loss: 0.2948 top1= 92.3295

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



=== Log clique consensus distance @ E38B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.009


[E38B10 |   4224/60000 (  7%) ] Loss: 0.3239 top1= 91.7614

=== Log global consensus distance @ E38B10 ===
consensus_distance=0.003



=== Log clique consensus distance @ E38B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007


[E38B20 |   8064/60000 ( 13%) ] Loss: 0.2464 top1= 95.1705

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



=== Log clique consensus distance @ E38B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2855 top1= 92.0373


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2827 top1= 91.9772


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2828 top1= 92.0573

Train epoch 39
[E39B0  |    384/60000 (  1%) ] Loss: 0.2878 top1= 92.0455

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



=== Log clique consensus distance @ E39B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.008


[E39B10 |   4224/60000 (  7%) ] Loss: 0.3088 top1= 92.3295

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



=== Log clique consensus distance @ E39B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.008


[E39B20 |   8064/60000 ( 13%) ] Loss: 0.2372 top1= 95.7386

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



=== Log clique consensus distance @ E39B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2806 top1= 92.1975


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2789 top1= 92.1074


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2775 top1= 92.2576

Train epoch 40
[E40B0  |    384/60000 (  1%) ] Loss: 0.2871 top1= 92.0455

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



=== Log clique consensus distance @ E40B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007


[E40B10 |   4224/60000 (  7%) ] Loss: 0.3126 top1= 92.6136

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



=== Log clique consensus distance @ E40B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007


[E40B20 |   8064/60000 ( 13%) ] Loss: 0.2389 top1= 94.8864

=== Log global consensus distance @ E40B20 ===
consensus_distance=0.001



=== Log clique consensus distance @ E40B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2794 top1= 92.1675


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2790 top1= 92.0773


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2763 top1= 92.2877

