
=== 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 0.499 0.168]
 [0.    0.    0.    0.    0.    0.    0.    0.    0.    0.    0.168 0.833]]


[E 1B10 |   4224/60000 (  7%) ] Loss: 0.2952 top1= 88.3523

=== Log global consensus distance @ E1B10 ===
consensus_distance=1.033



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


[E 1B20 |   8064/60000 ( 13%) ] Loss: 0.1984 top1= 93.4659

=== Log global consensus distance @ E1B20 ===
consensus_distance=1.905



=== Log clique consensus distance @ E1B20 ===
clique1_consensus_distance=1.221
clique2_consensus_distance=3.631



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.7031 top1= 52.5140


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.0335 top1= 39.1627


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.4150 top1= 34.4351

Train epoch 2
[E 2B0  |    384/60000 (  1%) ] Loss: 0.0837 top1= 98.2955

=== Log global consensus distance @ E2B0 ===
consensus_distance=2.112



=== Log clique consensus distance @ E2B0 ===
clique1_consensus_distance=1.265
clique2_consensus_distance=4.267


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

=== Log global consensus distance @ E2B10 ===
consensus_distance=1.964



=== Log clique consensus distance @ E2B10 ===
clique1_consensus_distance=1.050
clique2_consensus_distance=4.297


[E 2B20 |   8064/60000 ( 13%) ] Loss: 0.0391 top1= 98.2955

=== Log global consensus distance @ E2B20 ===
consensus_distance=1.661



=== Log clique consensus distance @ E2B20 ===
clique1_consensus_distance=0.725
clique2_consensus_distance=4.051



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5372 top1= 58.8942


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.0997 top1= 39.4231


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.7462 top1= 36.3482

Train epoch 3
[E 3B0  |    384/60000 (  1%) ] Loss: 0.0264 top1= 99.1477

=== Log global consensus distance @ E3B0 ===
consensus_distance=1.371



=== Log clique consensus distance @ E3B0 ===
clique1_consensus_distance=0.414
clique2_consensus_distance=3.793


[E 3B10 |   4224/60000 (  7%) ] Loss: 0.0273 top1= 99.4318

=== Log global consensus distance @ E3B10 ===
consensus_distance=1.176



=== Log clique consensus distance @ E3B10 ===
clique1_consensus_distance=0.200
clique2_consensus_distance=3.614


[E 3B20 |   8064/60000 ( 13%) ] Loss: 0.0326 top1= 99.4318

=== Log global consensus distance @ E3B20 ===
consensus_distance=1.080



=== Log clique consensus distance @ E3B20 ===
clique1_consensus_distance=0.099
clique2_consensus_distance=3.542



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.4245 top1= 60.6971


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.2162 top1= 39.8538


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.2269 top1= 36.3081

Train epoch 4
[E 4B0  |    384/60000 (  1%) ] Loss: 0.0268 top1= 99.4318

=== Log global consensus distance @ E4B0 ===
consensus_distance=1.035



=== Log clique consensus distance @ E4B0 ===
clique1_consensus_distance=0.057
clique2_consensus_distance=3.559


[E 4B10 |   4224/60000 (  7%) ] Loss: 0.0403 top1= 98.0114

=== Log global consensus distance @ E4B10 ===
consensus_distance=1.013



=== Log clique consensus distance @ E4B10 ===
clique1_consensus_distance=0.030
clique2_consensus_distance=3.622


[E 4B20 |   8064/60000 ( 13%) ] Loss: 0.0262 top1= 99.1477

=== Log global consensus distance @ E4B20 ===
consensus_distance=1.017



=== Log clique consensus distance @ E4B20 ===
clique1_consensus_distance=0.027
clique2_consensus_distance=3.702



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.4070 top1= 59.7055


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.7504 top1= 43.2392


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.6720 top1= 37.8706

Train epoch 5
[E 5B0  |    384/60000 (  1%) ] Loss: 0.0185 top1= 99.7159

=== Log global consensus distance @ E5B0 ===
consensus_distance=1.023



=== Log clique consensus distance @ E5B0 ===
clique1_consensus_distance=0.027
clique2_consensus_distance=3.798


[E 5B10 |   4224/60000 (  7%) ] Loss: 0.0197 top1= 99.7159

=== Log global consensus distance @ E5B10 ===
consensus_distance=1.021



=== Log clique consensus distance @ E5B10 ===
clique1_consensus_distance=0.013
clique2_consensus_distance=3.881


[E 5B20 |   8064/60000 ( 13%) ] Loss: 0.0228 top1= 99.1477

=== Log global consensus distance @ E5B20 ===
consensus_distance=1.029



=== Log clique consensus distance @ E5B20 ===
clique1_consensus_distance=0.022
clique2_consensus_distance=3.957



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.4051 top1= 59.7957


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=5.0270 top1= 45.5529


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.0905 top1= 40.5549

Train epoch 6
[E 6B0  |    384/60000 (  1%) ] Loss: 0.0143 top1= 99.7159

=== Log global consensus distance @ E6B0 ===
consensus_distance=1.050



=== Log clique consensus distance @ E6B0 ===
clique1_consensus_distance=0.028
clique2_consensus_distance=4.055


[E 6B10 |   4224/60000 (  7%) ] Loss: 0.0150 top1=100.0000

=== Log global consensus distance @ E6B10 ===
consensus_distance=1.067



=== Log clique consensus distance @ E6B10 ===
clique1_consensus_distance=0.023
clique2_consensus_distance=4.156


[E 6B20 |   8064/60000 ( 13%) ] Loss: 0.0174 top1= 99.4318

=== Log global consensus distance @ E6B20 ===
consensus_distance=1.099



=== Log clique consensus distance @ E6B20 ===
clique1_consensus_distance=0.061
clique2_consensus_distance=4.255



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.2601 top1= 64.5833


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.2954 top1= 45.7031


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.3393 top1= 41.7568

Train epoch 7
[E 7B0  |    384/60000 (  1%) ] Loss: 0.0148 top1= 99.7159

=== Log global consensus distance @ E7B0 ===
consensus_distance=1.150



=== Log clique consensus distance @ E7B0 ===
clique1_consensus_distance=0.108
clique2_consensus_distance=4.400


[E 7B10 |   4224/60000 (  7%) ] Loss: 0.0115 top1=100.0000

=== Log global consensus distance @ E7B10 ===
consensus_distance=1.147



=== Log clique consensus distance @ E7B10 ===
clique1_consensus_distance=0.065
clique2_consensus_distance=4.484


[E 7B20 |   8064/60000 ( 13%) ] Loss: 0.0396 top1= 99.1477

=== Log global consensus distance @ E7B20 ===
consensus_distance=1.137



=== Log clique consensus distance @ E7B20 ===
clique1_consensus_distance=0.027
clique2_consensus_distance=4.529



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.3001 top1= 62.7003


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.7916 top1= 46.7748


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.3641 top1= 43.6298

Train epoch 8
[E 8B0  |    384/60000 (  1%) ] Loss: 0.0076 top1=100.0000

=== Log global consensus distance @ E8B0 ===
consensus_distance=1.145



=== Log clique consensus distance @ E8B0 ===
clique1_consensus_distance=0.013
clique2_consensus_distance=4.587


[E 8B10 |   4224/60000 (  7%) ] Loss: 0.0117 top1=100.0000

=== Log global consensus distance @ E8B10 ===
consensus_distance=1.146



=== Log clique consensus distance @ E8B10 ===
clique1_consensus_distance=0.007
clique2_consensus_distance=4.625


[E 8B20 |   8064/60000 ( 13%) ] Loss: 0.0133 top1=100.0000

=== Log global consensus distance @ E8B20 ===
consensus_distance=1.149



=== Log clique consensus distance @ E8B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=4.637



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.2531 top1= 64.2127


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=5.3648 top1= 46.5044


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.6344 top1= 42.2476

Train epoch 9
[E 9B0  |    384/60000 (  1%) ] Loss: 0.0124 top1= 99.7159

=== Log global consensus distance @ E9B0 ===
consensus_distance=1.162



=== Log clique consensus distance @ E9B0 ===
clique1_consensus_distance=0.009
clique2_consensus_distance=4.667


[E 9B10 |   4224/60000 (  7%) ] Loss: 0.0178 top1= 99.7159

=== Log global consensus distance @ E9B10 ===
consensus_distance=1.167



=== Log clique consensus distance @ E9B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=4.690


[E 9B20 |   8064/60000 ( 13%) ] Loss: 0.0094 top1=100.0000

=== Log global consensus distance @ E9B20 ===
consensus_distance=1.171



=== Log clique consensus distance @ E9B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=4.699



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.2334 top1= 64.8538


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=5.5932 top1= 47.6562


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.7180 top1= 41.3261

Train epoch 10
[E10B0  |    384/60000 (  1%) ] Loss: 0.0107 top1= 99.7159

=== Log global consensus distance @ E10B0 ===
consensus_distance=1.198



=== Log clique consensus distance @ E10B0 ===
clique1_consensus_distance=0.009
clique2_consensus_distance=4.752


[E10B10 |   4224/60000 (  7%) ] Loss: 0.0209 top1= 99.4318

=== Log global consensus distance @ E10B10 ===
consensus_distance=1.204



=== Log clique consensus distance @ E10B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=4.778


[E10B20 |   8064/60000 ( 13%) ] Loss: 0.0114 top1= 99.7159

=== Log global consensus distance @ E10B20 ===
consensus_distance=1.212



=== Log clique consensus distance @ E10B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=4.786



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.1424 top1= 66.1759


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=5.8724 top1= 47.2456


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.5969 top1= 41.6166

Train epoch 11
[E11B0  |    384/60000 (  1%) ] Loss: 0.0263 top1= 99.1477

=== Log global consensus distance @ E11B0 ===
consensus_distance=1.257



=== Log clique consensus distance @ E11B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=4.833


[E11B10 |   4224/60000 (  7%) ] Loss: 0.0084 top1=100.0000

=== Log global consensus distance @ E11B10 ===
consensus_distance=1.298



=== Log clique consensus distance @ E11B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=4.875


[E11B20 |   8064/60000 ( 13%) ] Loss: 0.0379 top1= 98.2955

=== Log global consensus distance @ E11B20 ===
consensus_distance=1.307



=== Log clique consensus distance @ E11B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=4.891



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.1744 top1= 65.5649


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=6.1291 top1= 47.0353


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.5846 top1= 42.6382

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

=== Log global consensus distance @ E12B0 ===
consensus_distance=1.332



=== Log clique consensus distance @ E12B0 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=4.914


[E12B10 |   4224/60000 (  7%) ] Loss: 0.0075 top1=100.0000

=== Log global consensus distance @ E12B10 ===
consensus_distance=1.389



=== Log clique consensus distance @ E12B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=4.937


[E12B20 |   8064/60000 ( 13%) ] Loss: 0.0048 top1=100.0000

=== Log global consensus distance @ E12B20 ===
consensus_distance=1.407



=== Log clique consensus distance @ E12B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=5.004



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.1745 top1= 64.2428


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=6.2280 top1= 47.5260


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.3117 top1= 43.9603

Train epoch 13
[E13B0  |    384/60000 (  1%) ] Loss: 0.0091 top1= 99.7159

=== Log global consensus distance @ E13B0 ===
consensus_distance=1.400



=== Log clique consensus distance @ E13B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=5.048


[E13B10 |   4224/60000 (  7%) ] Loss: 0.0063 top1=100.0000

=== Log global consensus distance @ E13B10 ===
consensus_distance=1.370



=== Log clique consensus distance @ E13B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.045


[E13B20 |   8064/60000 ( 13%) ] Loss: 0.0046 top1=100.0000

=== Log global consensus distance @ E13B20 ===
consensus_distance=1.340



=== Log clique consensus distance @ E13B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=5.037



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.1834 top1= 64.8037


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=6.2936 top1= 48.1270


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.3745 top1= 43.7901

Train epoch 14
[E14B0  |    384/60000 (  1%) ] Loss: 0.0030 top1=100.0000

=== Log global consensus distance @ E14B0 ===
consensus_distance=1.312



=== Log clique consensus distance @ E14B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=5.031


[E14B10 |   4224/60000 (  7%) ] Loss: 0.0025 top1=100.0000

=== Log global consensus distance @ E14B10 ===
consensus_distance=1.285



=== Log clique consensus distance @ E14B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=5.024


[E14B20 |   8064/60000 ( 13%) ] Loss: 0.0033 top1=100.0000

=== Log global consensus distance @ E14B20 ===
consensus_distance=1.259



=== Log clique consensus distance @ E14B20 ===
clique1_consensus_distance=0.010
clique2_consensus_distance=4.997



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.1948 top1= 64.3830


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=6.1998 top1= 45.8133


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.6031 top1= 45.0120

Train epoch 15
[E15B0  |    384/60000 (  1%) ] Loss: 0.0032 top1=100.0000

=== Log global consensus distance @ E15B0 ===
consensus_distance=1.248



=== Log clique consensus distance @ E15B0 ===
clique1_consensus_distance=0.022
clique2_consensus_distance=4.995


[E15B10 |   4224/60000 (  7%) ] Loss: 0.0020 top1=100.0000

=== Log global consensus distance @ E15B10 ===
consensus_distance=1.222



=== Log clique consensus distance @ E15B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=4.973


[E15B20 |   8064/60000 ( 13%) ] Loss: 0.0075 top1=100.0000

=== Log global consensus distance @ E15B20 ===
consensus_distance=1.201



=== Log clique consensus distance @ E15B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=4.934



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.1305 top1= 66.5865


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=5.8238 top1= 47.8365


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.6679 top1= 45.4928

Train epoch 16
[E16B0  |    384/60000 (  1%) ] Loss: 0.0041 top1=100.0000

=== Log global consensus distance @ E16B0 ===
consensus_distance=1.185



=== Log clique consensus distance @ E16B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=4.895


[E16B10 |   4224/60000 (  7%) ] Loss: 0.0051 top1=100.0000

=== Log global consensus distance @ E16B10 ===
consensus_distance=1.170



=== Log clique consensus distance @ E16B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=4.861


[E16B20 |   8064/60000 ( 13%) ] Loss: 0.0117 top1= 99.7159

=== Log global consensus distance @ E16B20 ===
consensus_distance=1.158



=== Log clique consensus distance @ E16B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=4.816



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.1843 top1= 66.0857


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=5.7568 top1= 48.7480


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.8352 top1= 45.2224

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

=== Log global consensus distance @ E17B0 ===
consensus_distance=1.164



=== Log clique consensus distance @ E17B0 ===
clique1_consensus_distance=0.021
clique2_consensus_distance=4.783


[E17B10 |   4224/60000 (  7%) ] Loss: 0.0239 top1= 99.1477

=== Log global consensus distance @ E17B10 ===
consensus_distance=1.179



=== Log clique consensus distance @ E17B10 ===
clique1_consensus_distance=0.046
clique2_consensus_distance=4.767


[E17B20 |   8064/60000 ( 13%) ] Loss: 0.0088 top1= 99.7159

=== Log global consensus distance @ E17B20 ===
consensus_distance=1.217



=== Log clique consensus distance @ E17B20 ===
clique1_consensus_distance=0.101
clique2_consensus_distance=4.797



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9946 top1= 68.6298


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.9003 top1= 48.1671


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.8807 top1= 45.5128

Train epoch 18
[E18B0  |    384/60000 (  1%) ] Loss: 0.0035 top1=100.0000

=== Log global consensus distance @ E18B0 ===
consensus_distance=1.249



=== Log clique consensus distance @ E18B0 ===
clique1_consensus_distance=0.134
clique2_consensus_distance=4.824


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

=== Log global consensus distance @ E18B10 ===
consensus_distance=1.258



=== Log clique consensus distance @ E18B10 ===
clique1_consensus_distance=0.114
clique2_consensus_distance=4.829


[E18B20 |   8064/60000 ( 13%) ] Loss: 0.0166 top1= 99.7159

=== Log global consensus distance @ E18B20 ===
consensus_distance=1.246



=== Log clique consensus distance @ E18B20 ===
clique1_consensus_distance=0.063
clique2_consensus_distance=4.827



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9953 top1= 68.2192


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.7524 top1= 47.5962


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.9347 top1= 45.2424

Train epoch 19
[E19B0  |    384/60000 (  1%) ] Loss: 0.0066 top1= 99.7159

=== Log global consensus distance @ E19B0 ===
consensus_distance=1.237



=== Log clique consensus distance @ E19B0 ===
clique1_consensus_distance=0.027
clique2_consensus_distance=4.828


[E19B10 |   4224/60000 (  7%) ] Loss: 0.0049 top1=100.0000

=== Log global consensus distance @ E19B10 ===
consensus_distance=1.225



=== Log clique consensus distance @ E19B10 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=4.815


[E19B20 |   8064/60000 ( 13%) ] Loss: 0.0166 top1= 99.4318

=== Log global consensus distance @ E19B20 ===
consensus_distance=1.212



=== Log clique consensus distance @ E19B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=4.794



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9883 top1= 68.5096


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.7625 top1= 48.7580


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=6.0316 top1= 45.3125

Train epoch 20
[E20B0  |    384/60000 (  1%) ] Loss: 0.0032 top1=100.0000

=== Log global consensus distance @ E20B0 ===
consensus_distance=1.205



=== Log clique consensus distance @ E20B0 ===
clique1_consensus_distance=0.008
clique2_consensus_distance=4.778


[E20B10 |   4224/60000 (  7%) ] Loss: 0.0027 top1=100.0000

=== Log global consensus distance @ E20B10 ===
consensus_distance=1.188



=== Log clique consensus distance @ E20B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=4.757


[E20B20 |   8064/60000 ( 13%) ] Loss: 0.0042 top1=100.0000

=== Log global consensus distance @ E20B20 ===
consensus_distance=1.174



=== Log clique consensus distance @ E20B20 ===
clique1_consensus_distance=0.007
clique2_consensus_distance=4.721



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0463 top1= 67.6482


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=5.2447 top1= 48.0569


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=6.0526 top1= 45.4026

