
=== Start adding workers ===
=> Add worker SGDMWorker(index=0, momentum=0.9)
=> Add worker SGDMWorker(index=1, momentum=0.9)
=> Add worker SGDMWorker(index=2, momentum=0.9)
=> Add worker SGDMWorker(index=3, momentum=0.9)
=> Add worker SGDMWorker(index=4, momentum=0.9)
=> Add worker SGDMWorker(index=5, momentum=0.9)
=> Add worker SGDMWorker(index=6, momentum=0.9)
=> Add worker SGDMWorker(index=7, momentum=0.9)
=> Add worker SGDMWorker(index=8, momentum=0.9)
=> Add worker SGDMWorker(index=9, momentum=0.9)
=> Add worker SGDMWorker(index=10, momentum=0.9)
=> Add worker BitFlippingWorker

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

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

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



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



=== Log clique consensus distance @ E1B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.003



=== 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 0.417 0.25 ]
 [0.    0.    0.    0.    0.    0.    0.    0.    0.    0.    0.25  0.75 ]]


[E 1B10 |   4224/60000 (  7%) ] Loss: 0.2973 top1= 88.3523

=== Log global consensus distance @ E1B10 ===
consensus_distance=1.031



=== Log clique consensus distance @ E1B10 ===
clique1_consensus_distance=0.708
clique2_consensus_distance=1.880


[E 1B20 |   8064/60000 ( 13%) ] Loss: 0.1982 top1= 93.4659

=== Log global consensus distance @ E1B20 ===
consensus_distance=1.899



=== Log clique consensus distance @ E1B20 ===
clique1_consensus_distance=1.221
clique2_consensus_distance=3.630



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.7090 top1= 52.1434


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.0338 top1= 39.1727


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.4215 top1= 34.3349

Train epoch 2
[E 2B0  |    384/60000 (  1%) ] Loss: 0.0839 top1= 98.2955

=== Log global consensus distance @ E2B0 ===
consensus_distance=2.102



=== Log clique consensus distance @ E2B0 ===
clique1_consensus_distance=1.265
clique2_consensus_distance=4.265


[E 2B10 |   4224/60000 (  7%) ] Loss: 0.0607 top1= 97.7273

=== Log global consensus distance @ E2B10 ===
consensus_distance=1.949



=== Log clique consensus distance @ E2B10 ===
clique1_consensus_distance=1.049
clique2_consensus_distance=4.293


[E 2B20 |   8064/60000 ( 13%) ] Loss: 0.0368 top1= 98.2955

=== Log global consensus distance @ E2B20 ===
consensus_distance=1.644



=== Log clique consensus distance @ E2B20 ===
clique1_consensus_distance=0.725
clique2_consensus_distance=4.045



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5453 top1= 58.5136


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.0985 top1= 39.4030


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.7478 top1= 36.3081

Train epoch 3
[E 3B0  |    384/60000 (  1%) ] Loss: 0.0277 top1= 99.1477

=== Log global consensus distance @ E3B0 ===
consensus_distance=1.353



=== Log clique consensus distance @ E3B0 ===
clique1_consensus_distance=0.413
clique2_consensus_distance=3.785


[E 3B10 |   4224/60000 (  7%) ] Loss: 0.0268 top1= 99.4318

=== Log global consensus distance @ E3B10 ===
consensus_distance=1.156



=== Log clique consensus distance @ E3B10 ===
clique1_consensus_distance=0.200
clique2_consensus_distance=3.604


[E 3B20 |   8064/60000 ( 13%) ] Loss: 0.0360 top1= 99.1477

=== Log global consensus distance @ E3B20 ===
consensus_distance=1.059



=== Log clique consensus distance @ E3B20 ===
clique1_consensus_distance=0.100
clique2_consensus_distance=3.533



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.4316 top1= 60.0361


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.2169 top1= 39.8638


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.2185 top1= 36.2780

Train epoch 4
[E 4B0  |    384/60000 (  1%) ] Loss: 0.0253 top1= 99.7159

=== Log global consensus distance @ E4B0 ===
consensus_distance=1.019



=== Log clique consensus distance @ E4B0 ===
clique1_consensus_distance=0.057
clique2_consensus_distance=3.549


[E 4B10 |   4224/60000 (  7%) ] Loss: 0.0321 top1= 98.5795

=== Log global consensus distance @ E4B10 ===
consensus_distance=1.005



=== Log clique consensus distance @ E4B10 ===
clique1_consensus_distance=0.030
clique2_consensus_distance=3.610


[E 4B20 |   8064/60000 ( 13%) ] Loss: 0.0374 top1= 98.2955

=== Log global consensus distance @ E4B20 ===
consensus_distance=1.020



=== Log clique consensus distance @ E4B20 ===
clique1_consensus_distance=0.027
clique2_consensus_distance=3.690



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.4046 top1= 59.8858


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.7454 top1= 43.1991


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.6718 top1= 37.8706

Train epoch 5
[E 5B0  |    384/60000 (  1%) ] Loss: 0.0206 top1= 99.4318

=== Log global consensus distance @ E5B0 ===
consensus_distance=1.040



=== Log clique consensus distance @ E5B0 ===
clique1_consensus_distance=0.027
clique2_consensus_distance=3.788


[E 5B10 |   4224/60000 (  7%) ] Loss: 0.0315 top1= 99.1477

=== Log global consensus distance @ E5B10 ===
consensus_distance=1.048



=== Log clique consensus distance @ E5B10 ===
clique1_consensus_distance=0.013
clique2_consensus_distance=3.877


[E 5B20 |   8064/60000 ( 13%) ] Loss: 0.0233 top1= 99.1477

=== Log global consensus distance @ E5B20 ===
consensus_distance=1.068



=== Log clique consensus distance @ E5B20 ===
clique1_consensus_distance=0.020
clique2_consensus_distance=3.958



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.3885 top1= 60.7973


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=5.0820 top1= 45.5929


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.0848 top1= 40.5449

Train epoch 6
[E 6B0  |    384/60000 (  1%) ] Loss: 0.0149 top1= 99.7159

=== Log global consensus distance @ E6B0 ===
consensus_distance=1.096



=== Log clique consensus distance @ E6B0 ===
clique1_consensus_distance=0.025
clique2_consensus_distance=4.060


[E 6B10 |   4224/60000 (  7%) ] Loss: 0.0176 top1= 99.7159

=== Log global consensus distance @ E6B10 ===
consensus_distance=1.122



=== Log clique consensus distance @ E6B10 ===
clique1_consensus_distance=0.022
clique2_consensus_distance=4.169


[E 6B20 |   8064/60000 ( 13%) ] Loss: 0.0220 top1= 99.4318

=== Log global consensus distance @ E6B20 ===
consensus_distance=1.144



=== Log clique consensus distance @ E6B20 ===
clique1_consensus_distance=0.044
clique2_consensus_distance=4.265



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.2871 top1= 63.3614


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.6528 top1= 45.7532


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.3453 top1= 41.8670

Train epoch 7
[E 7B0  |    384/60000 (  1%) ] Loss: 0.0103 top1=100.0000

=== Log global consensus distance @ E7B0 ===
consensus_distance=1.171



=== Log clique consensus distance @ E7B0 ===
clique1_consensus_distance=0.062
clique2_consensus_distance=4.391


[E 7B10 |   4224/60000 (  7%) ] Loss: 0.0140 top1= 99.7159

=== Log global consensus distance @ E7B10 ===
consensus_distance=1.164



=== Log clique consensus distance @ E7B10 ===
clique1_consensus_distance=0.029
clique2_consensus_distance=4.469


[E 7B20 |   8064/60000 ( 13%) ] Loss: 0.0317 top1= 99.1477

=== Log global consensus distance @ E7B20 ===
consensus_distance=1.164



=== Log clique consensus distance @ E7B20 ===
clique1_consensus_distance=0.016
clique2_consensus_distance=4.531



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.2997 top1= 62.9708


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.8973 top1= 46.9952


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.4577 top1= 43.4696

Train epoch 8
[E 8B0  |    384/60000 (  1%) ] Loss: 0.0080 top1=100.0000

=== Log global consensus distance @ E8B0 ===
consensus_distance=1.186



=== Log clique consensus distance @ E8B0 ===
clique1_consensus_distance=0.015
clique2_consensus_distance=4.618


[E 8B10 |   4224/60000 (  7%) ] Loss: 0.0187 top1= 99.4318

=== Log global consensus distance @ E8B10 ===
consensus_distance=1.201



=== Log clique consensus distance @ E8B10 ===
clique1_consensus_distance=0.007
clique2_consensus_distance=4.673


[E 8B20 |   8064/60000 ( 13%) ] Loss: 0.0160 top1= 99.7159

=== Log global consensus distance @ E8B20 ===
consensus_distance=1.211



=== Log clique consensus distance @ E8B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=4.708



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.2456 top1= 64.5733


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=5.3575 top1= 46.5144


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.6165 top1= 42.1975

Train epoch 9
[E 9B0  |    384/60000 (  1%) ] Loss: 0.0178 top1= 99.1477

=== Log global consensus distance @ E9B0 ===
consensus_distance=1.227



=== Log clique consensus distance @ E9B0 ===
clique1_consensus_distance=0.008
clique2_consensus_distance=4.755


[E 9B10 |   4224/60000 (  7%) ] Loss: 0.0139 top1= 99.7159

=== Log global consensus distance @ E9B10 ===
consensus_distance=1.246



=== Log clique consensus distance @ E9B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=4.785


[E 9B20 |   8064/60000 ( 13%) ] Loss: 0.0110 top1= 99.7159

=== Log global consensus distance @ E9B20 ===
consensus_distance=1.259



=== Log clique consensus distance @ E9B20 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=4.810



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.2118 top1= 65.0341


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=5.6243 top1= 47.0052


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.7096 top1= 43.1991

Train epoch 10
[E10B0  |    384/60000 (  1%) ] Loss: 0.0060 top1=100.0000

=== Log global consensus distance @ E10B0 ===
consensus_distance=1.284



=== Log clique consensus distance @ E10B0 ===
clique1_consensus_distance=0.009
clique2_consensus_distance=4.873


[E10B10 |   4224/60000 (  7%) ] Loss: 0.0108 top1=100.0000

=== Log global consensus distance @ E10B10 ===
consensus_distance=1.312



=== Log clique consensus distance @ E10B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=4.961


[E10B20 |   8064/60000 ( 13%) ] Loss: 0.0115 top1= 99.7159

=== Log global consensus distance @ E10B20 ===
consensus_distance=1.330



=== Log clique consensus distance @ E10B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=5.005



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.2727 top1= 63.4615


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=5.8363 top1= 48.1771


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.3889 top1= 43.3193

Train epoch 11
[E11B0  |    384/60000 (  1%) ] Loss: 0.0075 top1= 99.7159

=== Log global consensus distance @ E11B0 ===
consensus_distance=1.346



=== Log clique consensus distance @ E11B0 ===
clique1_consensus_distance=0.014
clique2_consensus_distance=5.024


[E11B10 |   4224/60000 (  7%) ] Loss: 0.0091 top1=100.0000

=== Log global consensus distance @ E11B10 ===
consensus_distance=1.340



=== Log clique consensus distance @ E11B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=5.025


[E11B20 |   8064/60000 ( 13%) ] Loss: 0.0174 top1= 99.1477

=== Log global consensus distance @ E11B20 ===
consensus_distance=1.347



=== Log clique consensus distance @ E11B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=5.054



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.1974 top1= 65.0541


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=6.0133 top1= 47.9768


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.4150 top1= 43.5897

Train epoch 12
[E12B0  |    384/60000 (  1%) ] Loss: 0.0058 top1=100.0000

=== Log global consensus distance @ E12B0 ===
consensus_distance=1.353



=== Log clique consensus distance @ E12B0 ===
clique1_consensus_distance=0.009
clique2_consensus_distance=5.089


[E12B10 |   4224/60000 (  7%) ] Loss: 0.0140 top1= 99.1477

=== Log global consensus distance @ E12B10 ===
consensus_distance=1.348



=== Log clique consensus distance @ E12B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.111


[E12B20 |   8064/60000 ( 13%) ] Loss: 0.0086 top1= 99.7159

=== Log global consensus distance @ E12B20 ===
consensus_distance=1.348



=== Log clique consensus distance @ E12B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=5.140



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.2389 top1= 64.3029


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=6.2387 top1= 47.0954


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.4228 top1= 44.7416

Train epoch 13
[E13B0  |    384/60000 (  1%) ] Loss: 0.0046 top1=100.0000

=== Log global consensus distance @ E13B0 ===
consensus_distance=1.352



=== Log clique consensus distance @ E13B0 ===
clique1_consensus_distance=0.007
clique2_consensus_distance=5.157


[E13B10 |   4224/60000 (  7%) ] Loss: 0.0121 top1= 99.7159

=== Log global consensus distance @ E13B10 ===
consensus_distance=1.346



=== Log clique consensus distance @ E13B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.156


[E13B20 |   8064/60000 ( 13%) ] Loss: 0.0054 top1=100.0000

=== Log global consensus distance @ E13B20 ===
consensus_distance=1.337



=== Log clique consensus distance @ E13B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=5.138



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.2292 top1= 64.3329


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=6.3014 top1= 47.6462


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.4967 top1= 45.1322

Train epoch 14
[E14B0  |    384/60000 (  1%) ] Loss: 0.0071 top1=100.0000

=== Log global consensus distance @ E14B0 ===
consensus_distance=1.330



=== Log clique consensus distance @ E14B0 ===
clique1_consensus_distance=0.008
clique2_consensus_distance=5.133


[E14B10 |   4224/60000 (  7%) ] Loss: 0.0044 top1=100.0000

=== Log global consensus distance @ E14B10 ===
consensus_distance=1.315



=== Log clique consensus distance @ E14B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=5.121


[E14B20 |   8064/60000 ( 13%) ] Loss: 0.0031 top1=100.0000

=== Log global consensus distance @ E14B20 ===
consensus_distance=1.303



=== Log clique consensus distance @ E14B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=5.095



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.1846 top1= 65.6951


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=6.2862 top1= 47.6262


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.8286 top1= 44.9319

Train epoch 15
[E15B0  |    384/60000 (  1%) ] Loss: 0.0038 top1=100.0000

=== Log global consensus distance @ E15B0 ===
consensus_distance=1.297



=== Log clique consensus distance @ E15B0 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=5.082


[E15B10 |   4224/60000 (  7%) ] Loss: 0.0045 top1=100.0000

=== Log global consensus distance @ E15B10 ===
consensus_distance=1.284



=== Log clique consensus distance @ E15B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=5.057


[E15B20 |   8064/60000 ( 13%) ] Loss: 0.0074 top1= 99.7159

=== Log global consensus distance @ E15B20 ===
consensus_distance=1.282



=== Log clique consensus distance @ E15B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=5.031



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.2453 top1= 64.1126


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=6.2636 top1= 46.6246


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.9507 top1= 44.9119

Train epoch 16
[E16B0  |    384/60000 (  1%) ] Loss: 0.0034 top1=100.0000

=== Log global consensus distance @ E16B0 ===
consensus_distance=1.293



=== Log clique consensus distance @ E16B0 ===
clique1_consensus_distance=0.024
clique2_consensus_distance=5.019


[E16B10 |   4224/60000 (  7%) ] Loss: 0.0036 top1=100.0000

=== Log global consensus distance @ E16B10 ===
consensus_distance=1.287



=== Log clique consensus distance @ E16B10 ===
clique1_consensus_distance=0.013
clique2_consensus_distance=5.009


[E16B20 |   8064/60000 ( 13%) ] Loss: 0.0054 top1=100.0000

=== Log global consensus distance @ E16B20 ===
consensus_distance=1.279



=== Log clique consensus distance @ E16B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=4.993



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0798 top1= 67.2075


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=5.7551 top1= 47.6562


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=6.1191 top1= 44.9419

Train epoch 17
[E17B0  |    384/60000 (  1%) ] Loss: 0.0045 top1=100.0000

=== Log global consensus distance @ E17B0 ===
consensus_distance=1.284



=== Log clique consensus distance @ E17B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=4.984


[E17B10 |   4224/60000 (  7%) ] Loss: 0.0033 top1=100.0000

=== Log global consensus distance @ E17B10 ===
consensus_distance=1.280



=== Log clique consensus distance @ E17B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=4.960


[E17B20 |   8064/60000 ( 13%) ] Loss: 0.0085 top1= 99.7159

=== Log global consensus distance @ E17B20 ===
consensus_distance=1.273



=== Log clique consensus distance @ E17B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=4.932



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.1216 top1= 65.9555


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=5.8932 top1= 48.6979


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=6.1602 top1= 45.0220

Train epoch 18
[E18B0  |    384/60000 (  1%) ] Loss: 0.0096 top1= 99.4318

=== Log global consensus distance @ E18B0 ===
consensus_distance=1.291



=== Log clique consensus distance @ E18B0 ===
clique1_consensus_distance=0.007
clique2_consensus_distance=4.913


[E18B10 |   4224/60000 (  7%) ] Loss: 0.0076 top1= 99.7159

=== Log global consensus distance @ E18B10 ===
consensus_distance=1.295



=== Log clique consensus distance @ E18B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=4.893


[E18B20 |   8064/60000 ( 13%) ] Loss: 0.0102 top1= 99.7159

=== Log global consensus distance @ E18B20 ===
consensus_distance=1.286



=== Log clique consensus distance @ E18B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=4.870



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0532 top1= 66.8069


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=5.9699 top1= 47.7965


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=6.2506 top1= 45.3425

Train epoch 19
[E19B0  |    384/60000 (  1%) ] Loss: 0.0024 top1=100.0000

=== Log global consensus distance @ E19B0 ===
consensus_distance=1.281



=== Log clique consensus distance @ E19B0 ===
clique1_consensus_distance=0.009
clique2_consensus_distance=4.860


[E19B10 |   4224/60000 (  7%) ] Loss: 0.0038 top1=100.0000

=== Log global consensus distance @ E19B10 ===
consensus_distance=1.279



=== Log clique consensus distance @ E19B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=4.839


[E19B20 |   8064/60000 ( 13%) ] Loss: 0.0059 top1=100.0000

=== Log global consensus distance @ E19B20 ===
consensus_distance=1.273



=== Log clique consensus distance @ E19B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=4.818



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.1247 top1= 65.3546


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=5.8853 top1= 48.3874


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=6.1708 top1= 45.8834

Train epoch 20
[E20B0  |    384/60000 (  1%) ] Loss: 0.0121 top1= 99.7159

=== Log global consensus distance @ E20B0 ===
consensus_distance=1.265



=== Log clique consensus distance @ E20B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=4.807


[E20B10 |   4224/60000 (  7%) ] Loss: 0.0026 top1=100.0000

=== Log global consensus distance @ E20B10 ===
consensus_distance=1.258



=== Log clique consensus distance @ E20B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=4.780


[E20B20 |   8064/60000 ( 13%) ] Loss: 0.0136 top1= 99.4318

=== Log global consensus distance @ E20B20 ===
consensus_distance=1.261



=== Log clique consensus distance @ E20B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=4.762



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9946 top1= 67.7985


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=5.8328 top1= 47.6963


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=6.2100 top1= 46.0637

