
=== 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=0.003



=== 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 0.479 0.188]
 [0.    0.    0.    0.    0.    0.    0.    0.    0.    0.    0.188 0.812]]


[E 1B10 |   4224/60000 (  7%) ] Loss: 2.0749 top1= 42.0455

=== Log global consensus distance @ E1B10 ===
consensus_distance=0.023



=== Log clique consensus distance @ E1B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.032


[E 1B20 |   8064/60000 ( 13%) ] Loss: 1.7105 top1= 51.7045

=== Log global consensus distance @ E1B20 ===
consensus_distance=0.055



=== Log clique consensus distance @ E1B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.144



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1254 top1= 32.6422


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5967 top1= 38.4315


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3941 top1= 33.9543

Train epoch 2
[E 2B0  |    384/60000 (  1%) ] Loss: 1.3037 top1= 67.6136

=== Log global consensus distance @ E2B0 ===
consensus_distance=0.089



=== Log clique consensus distance @ E2B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.278


[E 2B10 |   4224/60000 (  7%) ] Loss: 1.0308 top1= 75.2841

=== Log global consensus distance @ E2B10 ===
consensus_distance=0.112



=== Log clique consensus distance @ E2B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.369


[E 2B20 |   8064/60000 ( 13%) ] Loss: 0.8008 top1= 83.2386

=== Log global consensus distance @ E2B20 ===
consensus_distance=0.122



=== Log clique consensus distance @ E2B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.413



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.6873 top1= 60.5569


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.7129 top1= 39.2027


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.7029 top1= 35.3165

Train epoch 3
[E 3B0  |    384/60000 (  1%) ] Loss: 0.5768 top1= 89.4886

=== Log global consensus distance @ E3B0 ===
consensus_distance=0.127



=== Log clique consensus distance @ E3B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.431


[E 3B10 |   4224/60000 (  7%) ] Loss: 0.5101 top1= 89.2045

=== Log global consensus distance @ E3B10 ===
consensus_distance=0.123



=== Log clique consensus distance @ E3B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.417


[E 3B20 |   8064/60000 ( 13%) ] Loss: 0.4613 top1= 88.9205

=== Log global consensus distance @ E3B20 ===
consensus_distance=0.116



=== Log clique consensus distance @ E3B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.387



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.3020 top1= 71.1639


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2999 top1= 39.7336


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.5072 top1= 38.1310

Train epoch 4
[E 4B0  |    384/60000 (  1%) ] Loss: 0.3365 top1= 92.0455

=== Log global consensus distance @ E4B0 ===
consensus_distance=0.109



=== Log clique consensus distance @ E4B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.355


[E 4B10 |   4224/60000 (  7%) ] Loss: 0.3609 top1= 91.4773

=== Log global consensus distance @ E4B10 ===
consensus_distance=0.101



=== Log clique consensus distance @ E4B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.319


[E 4B20 |   8064/60000 ( 13%) ] Loss: 0.3545 top1= 91.1932

=== Log global consensus distance @ E4B20 ===
consensus_distance=0.093



=== Log clique consensus distance @ E4B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.285



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.1091 top1= 73.5777


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0499 top1= 41.1558


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3238 top1= 40.5449

Train epoch 5
[E 5B0  |    384/60000 (  1%) ] Loss: 0.2681 top1= 93.1818

=== Log global consensus distance @ E5B0 ===
consensus_distance=0.087



=== Log clique consensus distance @ E5B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.258


[E 5B10 |   4224/60000 (  7%) ] Loss: 0.3087 top1= 93.7500

=== Log global consensus distance @ E5B10 ===
consensus_distance=0.081



=== Log clique consensus distance @ E5B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.236


[E 5B20 |   8064/60000 ( 13%) ] Loss: 0.3078 top1= 92.3295

=== Log global consensus distance @ E5B20 ===
consensus_distance=0.077



=== Log clique consensus distance @ E5B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.215



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0065 top1= 75.0000


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8958 top1= 43.9002


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2034 top1= 41.4062

Train epoch 6
[E 6B0  |    384/60000 (  1%) ] Loss: 0.2379 top1= 94.6023

=== Log global consensus distance @ E6B0 ===
consensus_distance=0.073



=== Log clique consensus distance @ E6B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.201


[E 6B10 |   4224/60000 (  7%) ] Loss: 0.2825 top1= 94.3182

=== Log global consensus distance @ E6B10 ===
consensus_distance=0.071



=== Log clique consensus distance @ E6B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.189


[E 6B20 |   8064/60000 ( 13%) ] Loss: 0.2823 top1= 92.3295

=== Log global consensus distance @ E6B20 ===
consensus_distance=0.068



=== Log clique consensus distance @ E6B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.177



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9514 top1= 75.6110


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8026 top1= 45.4227


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1292 top1= 41.9972

Train epoch 7
[E 7B0  |    384/60000 (  1%) ] Loss: 0.2222 top1= 94.3182

=== Log global consensus distance @ E7B0 ===
consensus_distance=0.066



=== Log clique consensus distance @ E7B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.170


[E 7B10 |   4224/60000 (  7%) ] Loss: 0.2680 top1= 94.6023

=== Log global consensus distance @ E7B10 ===
consensus_distance=0.065



=== Log clique consensus distance @ E7B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.164


[E 7B20 |   8064/60000 ( 13%) ] Loss: 0.2680 top1= 92.8977

=== Log global consensus distance @ E7B20 ===
consensus_distance=0.063



=== Log clique consensus distance @ E7B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.157



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9238 top1= 75.8914


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7448 top1= 46.2240


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0822 top1= 42.5481

Train epoch 8
[E 8B0  |    384/60000 (  1%) ] Loss: 0.2141 top1= 94.3182

=== Log global consensus distance @ E8B0 ===
consensus_distance=0.062



=== Log clique consensus distance @ E8B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.154


[E 8B10 |   4224/60000 (  7%) ] Loss: 0.2600 top1= 94.8864

=== Log global consensus distance @ E8B10 ===
consensus_distance=0.062



=== Log clique consensus distance @ E8B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.150


[E 8B20 |   8064/60000 ( 13%) ] Loss: 0.2607 top1= 94.3182

=== Log global consensus distance @ E8B20 ===
consensus_distance=0.061



=== Log clique consensus distance @ E8B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.146



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9150 top1= 76.0116


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7107 top1= 46.7248


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0547 top1= 42.6082

Train epoch 9
[E 9B0  |    384/60000 (  1%) ] Loss: 0.2110 top1= 94.6023

=== Log global consensus distance @ E9B0 ===
consensus_distance=0.060



=== Log clique consensus distance @ E9B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.145


[E 9B10 |   4224/60000 (  7%) ] Loss: 0.2569 top1= 94.8864

=== Log global consensus distance @ E9B10 ===
consensus_distance=0.060



=== Log clique consensus distance @ E9B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.144


[E 9B20 |   8064/60000 ( 13%) ] Loss: 0.2583 top1= 94.6023

=== Log global consensus distance @ E9B20 ===
consensus_distance=0.060



=== Log clique consensus distance @ E9B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.142



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9199 top1= 75.8914


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6944 top1= 46.7748


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0445 top1= 42.5881

Train epoch 10
[E10B0  |    384/60000 (  1%) ] Loss: 0.2114 top1= 94.8864

=== Log global consensus distance @ E10B0 ===
consensus_distance=0.060



=== Log clique consensus distance @ E10B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.142


[E10B10 |   4224/60000 (  7%) ] Loss: 0.2576 top1= 94.8864

=== Log global consensus distance @ E10B10 ===
consensus_distance=0.060



=== Log clique consensus distance @ E10B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.142


[E10B20 |   8064/60000 ( 13%) ] Loss: 0.2598 top1= 94.8864

=== Log global consensus distance @ E10B20 ===
consensus_distance=0.059



=== Log clique consensus distance @ E10B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.141



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9363 top1= 75.7011


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6902 top1= 46.5144


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0447 top1= 42.4880

Train epoch 11
[E11B0  |    384/60000 (  1%) ] Loss: 0.2150 top1= 95.1705

=== Log global consensus distance @ E11B0 ===
consensus_distance=0.060



=== Log clique consensus distance @ E11B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.143


[E11B10 |   4224/60000 (  7%) ] Loss: 0.2615 top1= 94.8864

=== Log global consensus distance @ E11B10 ===
consensus_distance=0.060



=== Log clique consensus distance @ E11B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.144


[E11B20 |   8064/60000 ( 13%) ] Loss: 0.2646 top1= 94.6023

=== Log global consensus distance @ E11B20 ===
consensus_distance=0.060



=== Log clique consensus distance @ E11B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.144



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9626 top1= 75.3506


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6985 top1= 46.1238


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0544 top1= 42.2075

Train epoch 12
[E12B0  |    384/60000 (  1%) ] Loss: 0.2215 top1= 95.1705

=== Log global consensus distance @ E12B0 ===
consensus_distance=0.061



=== Log clique consensus distance @ E12B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.146


[E12B10 |   4224/60000 (  7%) ] Loss: 0.2683 top1= 95.1705

=== Log global consensus distance @ E12B10 ===
consensus_distance=0.061



=== Log clique consensus distance @ E12B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.149


[E12B20 |   8064/60000 ( 13%) ] Loss: 0.2728 top1= 94.6023

=== Log global consensus distance @ E12B20 ===
consensus_distance=0.061



=== Log clique consensus distance @ E12B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.149



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9984 top1= 75.0000


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7148 top1= 45.6631


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0708 top1= 41.9671

Train epoch 13
[E13B0  |    384/60000 (  1%) ] Loss: 0.2310 top1= 95.1705

=== Log global consensus distance @ E13B0 ===
consensus_distance=0.062



=== Log clique consensus distance @ E13B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.153


[E13B10 |   4224/60000 (  7%) ] Loss: 0.2784 top1= 94.8864

=== Log global consensus distance @ E13B10 ===
consensus_distance=0.063



=== Log clique consensus distance @ E13B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.156


[E13B20 |   8064/60000 ( 13%) ] Loss: 0.2844 top1= 94.6023

=== Log global consensus distance @ E13B20 ===
consensus_distance=0.063



=== Log clique consensus distance @ E13B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.157



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0436 top1= 74.1086


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7392 top1= 45.2324


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0942 top1= 41.7568

Train epoch 14
[E14B0  |    384/60000 (  1%) ] Loss: 0.2438 top1= 94.8864

=== Log global consensus distance @ E14B0 ===
consensus_distance=0.064



=== Log clique consensus distance @ E14B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.162


[E14B10 |   4224/60000 (  7%) ] Loss: 0.2918 top1= 94.3182

=== Log global consensus distance @ E14B10 ===
consensus_distance=0.065



=== Log clique consensus distance @ E14B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.166


[E14B20 |   8064/60000 ( 13%) ] Loss: 0.2998 top1= 94.0341

=== Log global consensus distance @ E14B20 ===
consensus_distance=0.066



=== Log clique consensus distance @ E14B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.168



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0986 top1= 73.2572


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7718 top1= 44.7216


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1232 top1= 41.4463

Train epoch 15
[E15B0  |    384/60000 (  1%) ] Loss: 0.2601 top1= 94.8864

=== Log global consensus distance @ E15B0 ===
consensus_distance=0.067



=== Log clique consensus distance @ E15B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.174


[E15B10 |   4224/60000 (  7%) ] Loss: 0.3091 top1= 94.3182

=== Log global consensus distance @ E15B10 ===
consensus_distance=0.068



=== Log clique consensus distance @ E15B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.179


[E15B20 |   8064/60000 ( 13%) ] Loss: 0.3197 top1= 93.7500

=== Log global consensus distance @ E15B20 ===
consensus_distance=0.069



=== Log clique consensus distance @ E15B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.182



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.1640 top1= 72.1254


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8122 top1= 44.1607


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1569 top1= 41.1759

Train epoch 16
[E16B0  |    384/60000 (  1%) ] Loss: 0.2806 top1= 94.6023

=== Log global consensus distance @ E16B0 ===
consensus_distance=0.070



=== Log clique consensus distance @ E16B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.189


[E16B10 |   4224/60000 (  7%) ] Loss: 0.3307 top1= 93.7500

=== Log global consensus distance @ E16B10 ===
consensus_distance=0.072



=== Log clique consensus distance @ E16B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.196


[E16B20 |   8064/60000 ( 13%) ] Loss: 0.3449 top1= 93.4659

=== Log global consensus distance @ E16B20 ===
consensus_distance=0.073



=== Log clique consensus distance @ E16B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.200



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.2399 top1= 70.6130


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8606 top1= 43.2292


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1958 top1= 40.9355

Train epoch 17
[E17B0  |    384/60000 (  1%) ] Loss: 0.3060 top1= 94.3182

=== Log global consensus distance @ E17B0 ===
consensus_distance=0.075



=== Log clique consensus distance @ E17B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.209


[E17B10 |   4224/60000 (  7%) ] Loss: 0.3574 top1= 93.4659

=== Log global consensus distance @ E17B10 ===
consensus_distance=0.077



=== Log clique consensus distance @ E17B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.216


[E17B20 |   8064/60000 ( 13%) ] Loss: 0.3759 top1= 93.4659

=== Log global consensus distance @ E17B20 ===
consensus_distance=0.078



=== Log clique consensus distance @ E17B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.222



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.3248 top1= 68.4095


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9159 top1= 42.2276


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2377 top1= 40.4147

Train epoch 18
[E18B0  |    384/60000 (  1%) ] Loss: 0.3369 top1= 94.3182

=== Log global consensus distance @ E18B0 ===
consensus_distance=0.080



=== Log clique consensus distance @ E18B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.232


[E18B10 |   4224/60000 (  7%) ] Loss: 0.3894 top1= 93.4659

=== Log global consensus distance @ E18B10 ===
consensus_distance=0.082



=== Log clique consensus distance @ E18B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.241


[E18B20 |   8064/60000 ( 13%) ] Loss: 0.4132 top1= 93.4659

=== Log global consensus distance @ E18B20 ===
consensus_distance=0.084



=== Log clique consensus distance @ E18B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.248



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.4157 top1= 66.1158


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9767 top1= 41.0857


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2820 top1= 39.7736

Train epoch 19
[E19B0  |    384/60000 (  1%) ] Loss: 0.3736 top1= 94.6023

=== Log global consensus distance @ E19B0 ===
consensus_distance=0.086



=== Log clique consensus distance @ E19B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.260


[E19B10 |   4224/60000 (  7%) ] Loss: 0.4268 top1= 93.1818

=== Log global consensus distance @ E19B10 ===
consensus_distance=0.089



=== Log clique consensus distance @ E19B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.270


[E19B20 |   8064/60000 ( 13%) ] Loss: 0.4567 top1= 93.4659

=== Log global consensus distance @ E19B20 ===
consensus_distance=0.091



=== Log clique consensus distance @ E19B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.279



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5079 top1= 64.0825


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0395 top1= 40.1242


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3239 top1= 38.9123

Train epoch 20
[E20B0  |    384/60000 (  1%) ] Loss: 0.4168 top1= 94.6023

=== Log global consensus distance @ E20B0 ===
consensus_distance=0.094



=== Log clique consensus distance @ E20B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.292


[E20B10 |   4224/60000 (  7%) ] Loss: 0.4696 top1= 93.1818

=== Log global consensus distance @ E20B10 ===
consensus_distance=0.096



=== Log clique consensus distance @ E20B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.303


[E20B20 |   8064/60000 ( 13%) ] Loss: 0.5061 top1= 93.1818

=== Log global consensus distance @ E20B20 ===
consensus_distance=0.099



=== Log clique consensus distance @ E20B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.313



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5960 top1= 62.9607


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0981 top1= 39.8938


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3577 top1= 37.8606

Train epoch 21
[E21B0  |    384/60000 (  1%) ] Loss: 0.4663 top1= 94.8864

=== Log global consensus distance @ E21B0 ===
consensus_distance=0.102



=== Log clique consensus distance @ E21B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.327


[E21B10 |   4224/60000 (  7%) ] Loss: 0.5178 top1= 93.1818

=== Log global consensus distance @ E21B10 ===
consensus_distance=0.104



=== Log clique consensus distance @ E21B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.338


[E21B20 |   8064/60000 ( 13%) ] Loss: 0.5603 top1= 92.0455

=== Log global consensus distance @ E21B20 ===
consensus_distance=0.107



=== Log clique consensus distance @ E21B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.349



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.6765 top1= 63.0108


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1477 top1= 39.8438


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3802 top1= 36.9692

Train epoch 22
[E22B0  |    384/60000 (  1%) ] Loss: 0.5210 top1= 94.3182

=== Log global consensus distance @ E22B0 ===
consensus_distance=0.110



=== Log clique consensus distance @ E22B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.363


[E22B10 |   4224/60000 (  7%) ] Loss: 0.5704 top1= 93.1818

=== Log global consensus distance @ E22B10 ===
consensus_distance=0.113



=== Log clique consensus distance @ E22B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.374


[E22B20 |   8064/60000 ( 13%) ] Loss: 0.6180 top1= 92.0455

=== Log global consensus distance @ E22B20 ===
consensus_distance=0.116



=== Log clique consensus distance @ E22B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.385



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.7489 top1= 64.8438


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1856 top1= 39.7636


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3898 top1= 36.3482

Train epoch 23
[E23B0  |    384/60000 (  1%) ] Loss: 0.5787 top1= 93.7500

=== Log global consensus distance @ E23B0 ===
consensus_distance=0.119



=== Log clique consensus distance @ E23B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.399


[E23B10 |   4224/60000 (  7%) ] Loss: 0.6249 top1= 92.0455

=== Log global consensus distance @ E23B10 ===
consensus_distance=0.122



=== Log clique consensus distance @ E23B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.410


[E23B20 |   8064/60000 ( 13%) ] Loss: 0.6739 top1= 91.4773

=== Log global consensus distance @ E23B20 ===
consensus_distance=0.124



=== Log clique consensus distance @ E23B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.421



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8076 top1= 67.2776


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2162 top1= 39.6735


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3953 top1= 36.1579

Train epoch 24
[E24B0  |    384/60000 (  1%) ] Loss: 0.6253 top1= 92.8977

=== Log global consensus distance @ E24B0 ===
consensus_distance=0.127



=== Log clique consensus distance @ E24B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.435


[E24B10 |   4224/60000 (  7%) ] Loss: 0.6580 top1= 91.1932

=== Log global consensus distance @ E24B10 ===
consensus_distance=0.128



=== Log clique consensus distance @ E24B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.443


[E24B20 |   8064/60000 ( 13%) ] Loss: 0.6979 top1= 91.1932

=== Log global consensus distance @ E24B20 ===
consensus_distance=0.129



=== Log clique consensus distance @ E24B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.449



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8377 top1= 67.5080


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2351 top1= 39.6134


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4094 top1= 36.0577

Train epoch 25
[E25B0  |    384/60000 (  1%) ] Loss: 0.6407 top1= 92.6136

=== Log global consensus distance @ E25B0 ===
consensus_distance=0.131



=== Log clique consensus distance @ E25B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.459


[E25B10 |   4224/60000 (  7%) ] Loss: 0.6692 top1= 90.0568

=== Log global consensus distance @ E25B10 ===
consensus_distance=0.131



=== Log clique consensus distance @ E25B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.462


[E25B20 |   8064/60000 ( 13%) ] Loss: 0.7078 top1= 90.6250

=== Log global consensus distance @ E25B20 ===
consensus_distance=0.131



=== Log clique consensus distance @ E25B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.463



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8543 top1= 67.2977


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2406 top1= 39.5833


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4139 top1= 36.0176

Train epoch 26
[E26B0  |    384/60000 (  1%) ] Loss: 0.6481 top1= 92.0455

=== Log global consensus distance @ E26B0 ===
consensus_distance=0.132



=== Log clique consensus distance @ E26B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.470


[E26B10 |   4224/60000 (  7%) ] Loss: 0.6749 top1= 90.0568

=== Log global consensus distance @ E26B10 ===
consensus_distance=0.132



=== Log clique consensus distance @ E26B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.470


[E26B20 |   8064/60000 ( 13%) ] Loss: 0.7129 top1= 90.6250

=== Log global consensus distance @ E26B20 ===
consensus_distance=0.132



=== Log clique consensus distance @ E26B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.469



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8643 top1= 67.0673


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2417 top1= 39.5733


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4148 top1= 36.0377

Train epoch 27
[E27B0  |    384/60000 (  1%) ] Loss: 0.6520 top1= 92.0455

=== Log global consensus distance @ E27B0 ===
consensus_distance=0.133



=== Log clique consensus distance @ E27B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.474


[E27B10 |   4224/60000 (  7%) ] Loss: 0.6779 top1= 90.0568

=== Log global consensus distance @ E27B10 ===
consensus_distance=0.133



=== Log clique consensus distance @ E27B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.473


[E27B20 |   8064/60000 ( 13%) ] Loss: 0.7154 top1= 90.3409

=== Log global consensus distance @ E27B20 ===
consensus_distance=0.132



=== Log clique consensus distance @ E27B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.471



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8708 top1= 66.8269


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2406 top1= 39.5533


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4142 top1= 36.0176

Train epoch 28
[E28B0  |    384/60000 (  1%) ] Loss: 0.6540 top1= 92.0455

=== Log global consensus distance @ E28B0 ===
consensus_distance=0.133



=== Log clique consensus distance @ E28B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.476


[E28B10 |   4224/60000 (  7%) ] Loss: 0.6794 top1= 89.7727

=== Log global consensus distance @ E28B10 ===
consensus_distance=0.133



=== Log clique consensus distance @ E28B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.474


[E28B20 |   8064/60000 ( 13%) ] Loss: 0.7166 top1= 90.0568

=== Log global consensus distance @ E28B20 ===
consensus_distance=0.132



=== Log clique consensus distance @ E28B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.472



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8752 top1= 66.5064


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2383 top1= 39.5633


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4128 top1= 35.9575

Train epoch 29
[E29B0  |    384/60000 (  1%) ] Loss: 0.6550 top1= 92.0455

=== Log global consensus distance @ E29B0 ===
consensus_distance=0.133



=== Log clique consensus distance @ E29B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.476


[E29B10 |   4224/60000 (  7%) ] Loss: 0.6799 top1= 89.2045

=== Log global consensus distance @ E29B10 ===
consensus_distance=0.132



=== Log clique consensus distance @ E29B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.474


[E29B20 |   8064/60000 ( 13%) ] Loss: 0.7169 top1= 90.0568

=== Log global consensus distance @ E29B20 ===
consensus_distance=0.132



=== Log clique consensus distance @ E29B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.471



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8784 top1= 66.3261


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2354 top1= 39.5533


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4110 top1= 35.9375

Train epoch 30
[E30B0  |    384/60000 (  1%) ] Loss: 0.6553 top1= 92.0455

=== Log global consensus distance @ E30B0 ===
consensus_distance=0.133



=== Log clique consensus distance @ E30B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.475


[E30B10 |   4224/60000 (  7%) ] Loss: 0.6801 top1= 88.3523

=== Log global consensus distance @ E30B10 ===
consensus_distance=0.132



=== Log clique consensus distance @ E30B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.474


[E30B20 |   8064/60000 ( 13%) ] Loss: 0.7167 top1= 90.0568

=== Log global consensus distance @ E30B20 ===
consensus_distance=0.131



=== Log clique consensus distance @ E30B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.471



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8807 top1= 66.1258


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2322 top1= 39.5533


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4092 top1= 35.8974

Train epoch 31
[E31B0  |    384/60000 (  1%) ] Loss: 0.6553 top1= 92.0455

=== Log global consensus distance @ E31B0 ===
consensus_distance=0.132



=== Log clique consensus distance @ E31B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.475


[E31B10 |   4224/60000 (  7%) ] Loss: 0.6799 top1= 88.3523

=== Log global consensus distance @ E31B10 ===
consensus_distance=0.132



=== Log clique consensus distance @ E31B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.473


[E31B20 |   8064/60000 ( 13%) ] Loss: 0.7163 top1= 89.7727

=== Log global consensus distance @ E31B20 ===
consensus_distance=0.131



=== Log clique consensus distance @ E31B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.470



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8826 top1= 65.8754


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2291 top1= 39.5433


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4076 top1= 35.8774

Train epoch 32
[E32B0  |    384/60000 (  1%) ] Loss: 0.6550 top1= 92.0455

=== Log global consensus distance @ E32B0 ===
consensus_distance=0.132



=== Log clique consensus distance @ E32B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.474


[E32B10 |   4224/60000 (  7%) ] Loss: 0.6796 top1= 88.0682

=== Log global consensus distance @ E32B10 ===
consensus_distance=0.131



=== Log clique consensus distance @ E32B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.472


[E32B20 |   8064/60000 ( 13%) ] Loss: 0.7158 top1= 89.7727

=== Log global consensus distance @ E32B20 ===
consensus_distance=0.131



=== Log clique consensus distance @ E32B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.469



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8841 top1= 65.6751


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2261 top1= 39.5433


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4059 top1= 35.8774

Train epoch 33
[E33B0  |    384/60000 (  1%) ] Loss: 0.6546 top1= 92.0455

=== Log global consensus distance @ E33B0 ===
consensus_distance=0.132



=== Log clique consensus distance @ E33B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.473


[E33B10 |   4224/60000 (  7%) ] Loss: 0.6792 top1= 88.0682

=== Log global consensus distance @ E33B10 ===
consensus_distance=0.131



=== Log clique consensus distance @ E33B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.471


[E33B20 |   8064/60000 ( 13%) ] Loss: 0.7151 top1= 89.7727

=== Log global consensus distance @ E33B20 ===
consensus_distance=0.130



=== Log clique consensus distance @ E33B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.468



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8853 top1= 65.4948


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2233 top1= 39.5232


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4042 top1= 35.8574

Train epoch 34
[E34B0  |    384/60000 (  1%) ] Loss: 0.6540 top1= 92.0455

=== Log global consensus distance @ E34B0 ===
consensus_distance=0.131



=== Log clique consensus distance @ E34B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.472


[E34B10 |   4224/60000 (  7%) ] Loss: 0.6787 top1= 87.7841

=== Log global consensus distance @ E34B10 ===
consensus_distance=0.131



=== Log clique consensus distance @ E34B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.470


[E34B20 |   8064/60000 ( 13%) ] Loss: 0.7144 top1= 89.7727

=== Log global consensus distance @ E34B20 ===
consensus_distance=0.130



=== Log clique consensus distance @ E34B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.467



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8863 top1= 65.3145


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2206 top1= 39.5232


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4024 top1= 35.8474

Train epoch 35
[E35B0  |    384/60000 (  1%) ] Loss: 0.6534 top1= 92.0455

=== Log global consensus distance @ E35B0 ===
consensus_distance=0.131



=== Log clique consensus distance @ E35B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.471


[E35B10 |   4224/60000 (  7%) ] Loss: 0.6781 top1= 87.5000

=== Log global consensus distance @ E35B10 ===
consensus_distance=0.131



=== Log clique consensus distance @ E35B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.469


[E35B20 |   8064/60000 ( 13%) ] Loss: 0.7137 top1= 89.4886

=== Log global consensus distance @ E35B20 ===
consensus_distance=0.130



=== Log clique consensus distance @ E35B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.466



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8872 top1= 65.3245


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2182 top1= 39.5533


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4008 top1= 35.8474

Train epoch 36
[E36B0  |    384/60000 (  1%) ] Loss: 0.6528 top1= 92.0455

=== Log global consensus distance @ E36B0 ===
consensus_distance=0.131



=== Log clique consensus distance @ E36B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.470


[E36B10 |   4224/60000 (  7%) ] Loss: 0.6776 top1= 87.7841

=== Log global consensus distance @ E36B10 ===
consensus_distance=0.130



=== Log clique consensus distance @ E36B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.468


[E36B20 |   8064/60000 ( 13%) ] Loss: 0.7130 top1= 89.4886

=== Log global consensus distance @ E36B20 ===
consensus_distance=0.130



=== Log clique consensus distance @ E36B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.465



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8880 top1= 65.2344


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2160 top1= 39.5533


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3993 top1= 35.8273

Train epoch 37
[E37B0  |    384/60000 (  1%) ] Loss: 0.6522 top1= 92.0455

=== Log global consensus distance @ E37B0 ===
consensus_distance=0.131



=== Log clique consensus distance @ E37B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.469


[E37B10 |   4224/60000 (  7%) ] Loss: 0.6770 top1= 87.7841

=== Log global consensus distance @ E37B10 ===
consensus_distance=0.130



=== Log clique consensus distance @ E37B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.467


[E37B20 |   8064/60000 ( 13%) ] Loss: 0.7123 top1= 89.4886

=== Log global consensus distance @ E37B20 ===
consensus_distance=0.129



=== Log clique consensus distance @ E37B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.464



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8887 top1= 65.1242


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2141 top1= 39.5333


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3980 top1= 35.8273

Train epoch 38
[E38B0  |    384/60000 (  1%) ] Loss: 0.6516 top1= 92.0455

=== Log global consensus distance @ E38B0 ===
consensus_distance=0.130



=== Log clique consensus distance @ E38B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.469


[E38B10 |   4224/60000 (  7%) ] Loss: 0.6764 top1= 87.7841

=== Log global consensus distance @ E38B10 ===
consensus_distance=0.130



=== Log clique consensus distance @ E38B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.467


[E38B20 |   8064/60000 ( 13%) ] Loss: 0.7117 top1= 89.4886

=== Log global consensus distance @ E38B20 ===
consensus_distance=0.129



=== Log clique consensus distance @ E38B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.464



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8893 top1= 65.1042


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2124 top1= 39.5232


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3968 top1= 35.8073

Train epoch 39
[E39B0  |    384/60000 (  1%) ] Loss: 0.6510 top1= 91.7614

=== Log global consensus distance @ E39B0 ===
consensus_distance=0.130



=== Log clique consensus distance @ E39B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.468


[E39B10 |   4224/60000 (  7%) ] Loss: 0.6758 top1= 87.7841

=== Log global consensus distance @ E39B10 ===
consensus_distance=0.130



=== Log clique consensus distance @ E39B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.466


[E39B20 |   8064/60000 ( 13%) ] Loss: 0.7111 top1= 89.2045

=== Log global consensus distance @ E39B20 ===
consensus_distance=0.129



=== Log clique consensus distance @ E39B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.463



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8899 top1= 65.1042


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2108 top1= 39.5232


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3957 top1= 35.8073

Train epoch 40
[E40B0  |    384/60000 (  1%) ] Loss: 0.6503 top1= 92.0455

=== Log global consensus distance @ E40B0 ===
consensus_distance=0.130



=== Log clique consensus distance @ E40B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.467


[E40B10 |   4224/60000 (  7%) ] Loss: 0.6753 top1= 87.7841

=== Log global consensus distance @ E40B10 ===
consensus_distance=0.130



=== Log clique consensus distance @ E40B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.465


[E40B20 |   8064/60000 ( 13%) ] Loss: 0.7105 top1= 89.2045

=== Log global consensus distance @ E40B20 ===
consensus_distance=0.129



=== Log clique consensus distance @ E40B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.462



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8905 top1= 64.9940


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2094 top1= 39.5032


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3947 top1= 35.8173

Train epoch 41
[E41B0  |    384/60000 (  1%) ] Loss: 0.6497 top1= 92.0455

=== Log global consensus distance @ E41B0 ===
consensus_distance=0.130



=== Log clique consensus distance @ E41B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.467


[E41B10 |   4224/60000 (  7%) ] Loss: 0.6747 top1= 88.0682

=== Log global consensus distance @ E41B10 ===
consensus_distance=0.130



=== Log clique consensus distance @ E41B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.465


[E41B20 |   8064/60000 ( 13%) ] Loss: 0.7099 top1= 89.2045

=== Log global consensus distance @ E41B20 ===
consensus_distance=0.129



=== Log clique consensus distance @ E41B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.462



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8910 top1= 64.9439


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2083 top1= 39.4932


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3938 top1= 35.8173

Train epoch 42
[E42B0  |    384/60000 (  1%) ] Loss: 0.6492 top1= 92.0455

=== Log global consensus distance @ E42B0 ===
consensus_distance=0.130



=== Log clique consensus distance @ E42B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.466


[E42B10 |   4224/60000 (  7%) ] Loss: 0.6742 top1= 88.6364

=== Log global consensus distance @ E42B10 ===
consensus_distance=0.129



=== Log clique consensus distance @ E42B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.464


[E42B20 |   8064/60000 ( 13%) ] Loss: 0.7094 top1= 89.2045

=== Log global consensus distance @ E42B20 ===
consensus_distance=0.129



=== Log clique consensus distance @ E42B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.461



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8915 top1= 64.9239


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2073 top1= 39.4832


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3931 top1= 35.8073

Train epoch 43
[E43B0  |    384/60000 (  1%) ] Loss: 0.6486 top1= 92.0455

=== Log global consensus distance @ E43B0 ===
consensus_distance=0.130



=== Log clique consensus distance @ E43B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.466


[E43B10 |   4224/60000 (  7%) ] Loss: 0.6737 top1= 88.6364

=== Log global consensus distance @ E43B10 ===
consensus_distance=0.129



=== Log clique consensus distance @ E43B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.464


[E43B20 |   8064/60000 ( 13%) ] Loss: 0.7089 top1= 89.2045

=== Log global consensus distance @ E43B20 ===
consensus_distance=0.128



=== Log clique consensus distance @ E43B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.461



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8921 top1= 64.8137


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2065 top1= 39.4832


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3927 top1= 35.8173

Train epoch 44
[E44B0  |    384/60000 (  1%) ] Loss: 0.6481 top1= 91.7614

=== Log global consensus distance @ E44B0 ===
consensus_distance=0.129



=== Log clique consensus distance @ E44B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.465


[E44B10 |   4224/60000 (  7%) ] Loss: 0.6733 top1= 88.9205

=== Log global consensus distance @ E44B10 ===
consensus_distance=0.129



=== Log clique consensus distance @ E44B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.463


[E44B20 |   8064/60000 ( 13%) ] Loss: 0.7084 top1= 89.2045

=== Log global consensus distance @ E44B20 ===
consensus_distance=0.128



=== Log clique consensus distance @ E44B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.460



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8926 top1= 64.7636


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2058 top1= 39.4732


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3921 top1= 35.8273

Train epoch 45
[E45B0  |    384/60000 (  1%) ] Loss: 0.6476 top1= 91.7614

=== Log global consensus distance @ E45B0 ===
consensus_distance=0.129



=== Log clique consensus distance @ E45B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.465


[E45B10 |   4224/60000 (  7%) ] Loss: 0.6728 top1= 88.9205

=== Log global consensus distance @ E45B10 ===
consensus_distance=0.129



=== Log clique consensus distance @ E45B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.463


[E45B20 |   8064/60000 ( 13%) ] Loss: 0.7080 top1= 89.2045

=== Log global consensus distance @ E45B20 ===
consensus_distance=0.128



=== Log clique consensus distance @ E45B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.460



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8931 top1= 64.7536


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2052 top1= 39.4531


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3917 top1= 35.8273

Train epoch 46
[E46B0  |    384/60000 (  1%) ] Loss: 0.6471 top1= 91.7614

=== Log global consensus distance @ E46B0 ===
consensus_distance=0.129



=== Log clique consensus distance @ E46B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.464


[E46B10 |   4224/60000 (  7%) ] Loss: 0.6724 top1= 88.9205

=== Log global consensus distance @ E46B10 ===
consensus_distance=0.129



=== Log clique consensus distance @ E46B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.462


[E46B20 |   8064/60000 ( 13%) ] Loss: 0.7076 top1= 89.2045

=== Log global consensus distance @ E46B20 ===
consensus_distance=0.128



=== Log clique consensus distance @ E46B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.459



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8936 top1= 64.7035


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2046 top1= 39.4531


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3915 top1= 35.8073

Train epoch 47
[E47B0  |    384/60000 (  1%) ] Loss: 0.6467 top1= 91.7614

=== Log global consensus distance @ E47B0 ===
consensus_distance=0.129



=== Log clique consensus distance @ E47B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.464


[E47B10 |   4224/60000 (  7%) ] Loss: 0.6720 top1= 88.9205

=== Log global consensus distance @ E47B10 ===
consensus_distance=0.129



=== Log clique consensus distance @ E47B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.462


[E47B20 |   8064/60000 ( 13%) ] Loss: 0.7072 top1= 89.2045

=== Log global consensus distance @ E47B20 ===
consensus_distance=0.128



=== Log clique consensus distance @ E47B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.459



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8941 top1= 64.5733


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2042 top1= 39.4231


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3914 top1= 35.8073

Train epoch 48
[E48B0  |    384/60000 (  1%) ] Loss: 0.6463 top1= 91.7614

=== Log global consensus distance @ E48B0 ===
consensus_distance=0.129



=== Log clique consensus distance @ E48B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.463


[E48B10 |   4224/60000 (  7%) ] Loss: 0.6717 top1= 88.9205

=== Log global consensus distance @ E48B10 ===
consensus_distance=0.129



=== Log clique consensus distance @ E48B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.461


[E48B20 |   8064/60000 ( 13%) ] Loss: 0.7068 top1= 89.2045

=== Log global consensus distance @ E48B20 ===
consensus_distance=0.128



=== Log clique consensus distance @ E48B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.458



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8946 top1= 64.4832


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2039 top1= 39.4131


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3914 top1= 35.8073

Train epoch 49
[E49B0  |    384/60000 (  1%) ] Loss: 0.6459 top1= 91.7614

=== Log global consensus distance @ E49B0 ===
consensus_distance=0.129



=== Log clique consensus distance @ E49B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.463


[E49B10 |   4224/60000 (  7%) ] Loss: 0.6713 top1= 88.9205

=== Log global consensus distance @ E49B10 ===
consensus_distance=0.128



=== Log clique consensus distance @ E49B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.461


[E49B20 |   8064/60000 ( 13%) ] Loss: 0.7065 top1= 89.2045

=== Log global consensus distance @ E49B20 ===
consensus_distance=0.128



=== Log clique consensus distance @ E49B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.458



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8951 top1= 64.4431


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2036 top1= 39.4131


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3915 top1= 35.8073

Train epoch 50
[E50B0  |    384/60000 (  1%) ] Loss: 0.6456 top1= 91.7614

=== Log global consensus distance @ E50B0 ===
consensus_distance=0.129



=== Log clique consensus distance @ E50B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.462


[E50B10 |   4224/60000 (  7%) ] Loss: 0.6710 top1= 88.9205

=== Log global consensus distance @ E50B10 ===
consensus_distance=0.128



=== Log clique consensus distance @ E50B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.460


[E50B20 |   8064/60000 ( 13%) ] Loss: 0.7062 top1= 89.2045

=== Log global consensus distance @ E50B20 ===
consensus_distance=0.128



=== Log clique consensus distance @ E50B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.457



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8956 top1= 64.3730


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2036 top1= 39.4131


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3916 top1= 35.8073

