
=== Start adding workers ===
=> Add worker SGDMWorker(index=0, momentum=0.9)
=> Add worker SGDMWorker(index=1, momentum=0.9)
=> Add worker SGDMWorker(index=2, momentum=0.9)
=> Add worker SGDMWorker(index=3, momentum=0.9)
=> Add worker SGDMWorker(index=4, momentum=0.9)
=> Add worker SGDMWorker(index=5, momentum=0.9)
=> Add worker SGDMWorker(index=6, momentum=0.9)
=> Add worker SGDMWorker(index=7, momentum=0.9)
=> Add worker SGDMWorker(index=8, momentum=0.9)
=> Add worker SGDMWorker(index=9, momentum=0.9)
=> Add worker SGDMWorker(index=10, momentum=0.9)
=> Add worker ByzantineWorker(index=11)
=> Add worker ByzantineWorker(index=12)

=== Start adding graph ===
TwoCliquesWithByzantine(m=5,b=2)

Train epoch 1
[E 1B0  |    416/60000 (  1%) ] Loss: 2.3120 top1=  8.2386

=== Peeking data label distribution E1B0 ===
Worker 0 has targets: tensor([0, 0, 0, 0, 0], device='cuda:0')
Worker 1 has targets: tensor([1, 0, 1, 1, 1], device='cuda:0')
Worker 2 has targets: tensor([1, 1, 2, 2, 2], device='cuda:0')
Worker 3 has targets: tensor([2, 2, 2, 2, 2], device='cuda:0')
Worker 4 has targets: tensor([3, 3, 3, 3, 3], device='cuda:0')
Worker 5 has targets: tensor([4, 3, 4, 4, 4], device='cuda:0')
Worker 6 has targets: tensor([5, 4, 5, 5, 5], device='cuda:0')
Worker 7 has targets: tensor([5, 5, 6, 5, 6], device='cuda:0')
Worker 8 has targets: tensor([6, 6, 6, 6, 6], device='cuda:0')
Worker 9 has targets: tensor([7, 7, 7, 7, 7], device='cuda:0')
Worker 10 has targets: tensor([8, 7, 8, 8, 8], device='cuda:0')
Worker 11 has targets: tensor([9, 8, 9, 9, 9], device='cuda:0')
Worker 12 has targets: tensor([9, 9, 9, 9, 9], device='cuda:0')



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



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


[E 1B10 |   4576/60000 (  8%) ] Loss: 2.0072 top1= 42.3295

=== Log global consensus distance @ E1B10 ===
consensus_distance=0.020



=== Log clique consensus distance @ E1B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.031


[E 1B20 |   8736/60000 ( 15%) ] Loss: 1.6978 top1= 46.5909

=== Log global consensus distance @ E1B20 ===
consensus_distance=0.176



=== Log clique consensus distance @ E1B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.164



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=6.1345 top1= 18.9203


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5186 top1= 43.4696


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.6335 top1= 17.6282

Train epoch 2
[E 2B0  |    416/60000 (  1%) ] Loss: 1.3134 top1= 57.1023

=== Log global consensus distance @ E2B0 ===
consensus_distance=0.410



=== Log clique consensus distance @ E2B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.468


[E 2B10 |   4576/60000 (  8%) ] Loss: 0.9631 top1= 70.1705

=== Log global consensus distance @ E2B10 ===
consensus_distance=0.752



=== Log clique consensus distance @ E2B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.928


[E 2B20 |   8736/60000 ( 15%) ] Loss: 0.7566 top1= 78.9773

=== Log global consensus distance @ E2B20 ===
consensus_distance=1.123



=== Log clique consensus distance @ E2B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.344



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=14.8413 top1= 19.0204


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.4991 top1= 44.2408


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.7257 top1= 38.0308

Train epoch 3
[E 3B0  |    416/60000 (  1%) ] Loss: 0.6303 top1= 82.6705

=== Log global consensus distance @ E3B0 ===
consensus_distance=1.551



=== Log clique consensus distance @ E3B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.809


[E 3B10 |   4576/60000 (  8%) ] Loss: 0.5672 top1= 83.5227

=== Log global consensus distance @ E3B10 ===
consensus_distance=2.033



=== Log clique consensus distance @ E3B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=2.313


[E 3B20 |   8736/60000 ( 15%) ] Loss: 0.4276 top1= 88.9205

=== Log global consensus distance @ E3B20 ===
consensus_distance=2.544



=== Log clique consensus distance @ E3B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=2.797



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=23.3784 top1= 19.2107


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.7154 top1= 46.1739


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.2873 top1= 38.8221

Train epoch 4
[E 4B0  |    416/60000 (  1%) ] Loss: 0.3965 top1= 88.3523

=== Log global consensus distance @ E4B0 ===
consensus_distance=3.085



=== Log clique consensus distance @ E4B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=3.275


[E 4B10 |   4576/60000 (  8%) ] Loss: 0.4177 top1= 88.3523

=== Log global consensus distance @ E4B10 ===
consensus_distance=3.655



=== Log clique consensus distance @ E4B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=3.742


[E 4B20 |   8736/60000 ( 15%) ] Loss: 0.3004 top1= 93.4659

=== Log global consensus distance @ E4B20 ===
consensus_distance=4.247



=== Log clique consensus distance @ E4B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=4.189



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=31.0523 top1= 19.2608


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=5.8952 top1= 46.5745


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=6.5185 top1= 40.3846

Train epoch 5
[E 5B0  |    416/60000 (  1%) ] Loss: 0.3060 top1= 92.8977

=== Log global consensus distance @ E5B0 ===
consensus_distance=4.861



=== Log clique consensus distance @ E5B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=4.619


[E 5B10 |   4576/60000 (  8%) ] Loss: 0.3463 top1= 90.6250

=== Log global consensus distance @ E5B10 ===
consensus_distance=5.501



=== Log clique consensus distance @ E5B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=5.044


[E 5B20 |   8736/60000 ( 15%) ] Loss: 0.2567 top1= 94.6023

=== Log global consensus distance @ E5B20 ===
consensus_distance=6.155



=== Log clique consensus distance @ E5B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=5.436



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=30.1893 top1= 19.3510


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=6.4004 top1= 47.7965


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=6.5156 top1= 42.0473

Train epoch 6
[E 6B0  |    416/60000 (  1%) ] Loss: 0.2772 top1= 92.8977

=== Log global consensus distance @ E6B0 ===
consensus_distance=6.832



=== Log clique consensus distance @ E6B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=5.823


[E 6B10 |   4576/60000 (  8%) ] Loss: 0.3169 top1= 91.7614

=== Log global consensus distance @ E6B10 ===
consensus_distance=7.536



=== Log clique consensus distance @ E6B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=6.217


[E 6B20 |   8736/60000 ( 15%) ] Loss: 0.2555 top1= 94.6023

=== Log global consensus distance @ E6B20 ===
consensus_distance=8.249



=== Log clique consensus distance @ E6B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=6.572



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=22.8051 top1= 19.3710


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=6.1177 top1= 48.3173


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.9738 top1= 41.0557

Train epoch 7
[E 7B0  |    416/60000 (  1%) ] Loss: 0.2650 top1= 94.3182

=== Log global consensus distance @ E7B0 ===
consensus_distance=8.989



=== Log clique consensus distance @ E7B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=6.941


[E 7B10 |   4576/60000 (  8%) ] Loss: 0.2934 top1= 93.1818

=== Log global consensus distance @ E7B10 ===
consensus_distance=9.741



=== Log clique consensus distance @ E7B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=7.286


[E 7B20 |   8736/60000 ( 15%) ] Loss: 0.2339 top1= 94.6023

=== Log global consensus distance @ E7B20 ===
consensus_distance=10.501



=== Log clique consensus distance @ E7B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=7.594



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=13.5527 top1= 19.4411


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=5.0963 top1= 45.4728


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.4145 top1= 41.4363

Train epoch 8
[E 8B0  |    416/60000 (  1%) ] Loss: 0.2511 top1= 94.0341

=== Log global consensus distance @ E8B0 ===
consensus_distance=11.263



=== Log clique consensus distance @ E8B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=7.857


[E 8B10 |   4576/60000 (  8%) ] Loss: 0.2649 top1= 93.4659

=== Log global consensus distance @ E8B10 ===
consensus_distance=12.038



=== Log clique consensus distance @ E8B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=8.098


[E 8B20 |   8736/60000 ( 15%) ] Loss: 0.2061 top1= 95.1705

=== Log global consensus distance @ E8B20 ===
consensus_distance=12.817



=== Log clique consensus distance @ E8B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=8.298



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=13.4931 top1= 19.4812


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.5087 top1= 42.7985


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.0395 top1= 41.3462

Train epoch 9
[E 9B0  |    416/60000 (  1%) ] Loss: 0.2402 top1= 93.7500

=== Log global consensus distance @ E9B0 ===
consensus_distance=13.601



=== Log clique consensus distance @ E9B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=8.462


[E 9B10 |   4576/60000 (  8%) ] Loss: 0.2507 top1= 93.4659

=== Log global consensus distance @ E9B10 ===
consensus_distance=14.398



=== Log clique consensus distance @ E9B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=8.607


[E 9B20 |   8736/60000 ( 15%) ] Loss: 0.1837 top1= 95.7386

=== Log global consensus distance @ E9B20 ===
consensus_distance=15.204



=== Log clique consensus distance @ E9B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=8.722



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=16.5031 top1= 19.5212


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.3619 top1= 42.8185


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.8450 top1= 41.9972

Train epoch 10
[E10B0  |    416/60000 (  1%) ] Loss: 0.2222 top1= 94.3182

=== Log global consensus distance @ E10B0 ===
consensus_distance=16.014



=== Log clique consensus distance @ E10B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=8.805


[E10B10 |   4576/60000 (  8%) ] Loss: 0.2343 top1= 94.0341

=== Log global consensus distance @ E10B10 ===
consensus_distance=16.844



=== Log clique consensus distance @ E10B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=8.883


[E10B20 |   8736/60000 ( 15%) ] Loss: 0.1668 top1= 95.7386

=== Log global consensus distance @ E10B20 ===
consensus_distance=17.686



=== Log clique consensus distance @ E10B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=8.946



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=20.4034 top1= 19.5513


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.3837 top1= 43.0689


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.8622 top1= 42.4479

Train epoch 11
[E11B0  |    416/60000 (  1%) ] Loss: 0.1963 top1= 95.4545

=== Log global consensus distance @ E11B0 ===
consensus_distance=18.543



=== Log clique consensus distance @ E11B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=8.998


[E11B10 |   4576/60000 (  8%) ] Loss: 0.2278 top1= 92.8977

=== Log global consensus distance @ E11B10 ===
consensus_distance=19.418



=== Log clique consensus distance @ E11B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=9.050


[E11B20 |   8736/60000 ( 15%) ] Loss: 0.1605 top1= 95.4545

=== Log global consensus distance @ E11B20 ===
consensus_distance=20.307



=== Log clique consensus distance @ E11B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=9.086



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=23.9055 top1= 19.5913


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.5318 top1= 42.4880


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.0041 top1= 42.4179

Train epoch 12
[E12B0  |    416/60000 (  1%) ] Loss: 0.1660 top1= 96.0227

=== Log global consensus distance @ E12B0 ===
consensus_distance=21.215



=== Log clique consensus distance @ E12B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=9.131


[E12B10 |   4576/60000 (  8%) ] Loss: 0.2178 top1= 93.4659

=== Log global consensus distance @ E12B10 ===
consensus_distance=22.146



=== Log clique consensus distance @ E12B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=9.180


[E12B20 |   8736/60000 ( 15%) ] Loss: 0.1437 top1= 96.3068

=== Log global consensus distance @ E12B20 ===
consensus_distance=23.090



=== Log clique consensus distance @ E12B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=9.211



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=27.4082 top1= 19.6214


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.7970 top1= 41.5966


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.1385 top1= 42.6382

Train epoch 13
[E13B0  |    416/60000 (  1%) ] Loss: 0.1523 top1= 96.5909

=== Log global consensus distance @ E13B0 ===
consensus_distance=24.057



=== Log clique consensus distance @ E13B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=9.257


[E13B10 |   4576/60000 (  8%) ] Loss: 0.2092 top1= 93.4659

=== Log global consensus distance @ E13B10 ===
consensus_distance=25.042



=== Log clique consensus distance @ E13B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=9.301


[E13B20 |   8736/60000 ( 15%) ] Loss: 0.1370 top1= 96.8750

=== Log global consensus distance @ E13B20 ===
consensus_distance=26.043



=== Log clique consensus distance @ E13B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=9.328



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=29.8924 top1= 19.6114


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=5.0661 top1= 41.0857


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.2212 top1= 42.6583

Train epoch 14
[E14B0  |    416/60000 (  1%) ] Loss: 0.1473 top1= 96.8750

=== Log global consensus distance @ E14B0 ===
consensus_distance=27.067



=== Log clique consensus distance @ E14B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=9.367


[E14B10 |   4576/60000 (  8%) ] Loss: 0.1980 top1= 93.4659

=== Log global consensus distance @ E14B10 ===
consensus_distance=28.114



=== Log clique consensus distance @ E14B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=9.412


[E14B20 |   8736/60000 ( 15%) ] Loss: 0.1255 top1= 97.1591

=== Log global consensus distance @ E14B20 ===
consensus_distance=29.176



=== Log clique consensus distance @ E14B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=9.438



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=32.7159 top1= 19.6414


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=5.3620 top1= 40.8053


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.3548 top1= 42.7284

Train epoch 15
[E15B0  |    416/60000 (  1%) ] Loss: 0.1419 top1= 96.8750

=== Log global consensus distance @ E15B0 ===
consensus_distance=30.240



=== Log clique consensus distance @ E15B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=9.477


[E15B10 |   4576/60000 (  8%) ] Loss: 0.1868 top1= 94.3182

=== Log global consensus distance @ E15B10 ===
consensus_distance=31.345



=== Log clique consensus distance @ E15B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=9.530


[E15B20 |   8736/60000 ( 15%) ] Loss: 0.1423 top1= 97.7273

=== Log global consensus distance @ E15B20 ===
consensus_distance=32.466



=== Log clique consensus distance @ E15B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=9.561



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=39.7827 top1= 19.6114


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=5.6818 top1= 40.6050


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.5031 top1= 42.8085

Train epoch 16
[E16B0  |    416/60000 (  1%) ] Loss: 0.1367 top1= 97.1591

=== Log global consensus distance @ E16B0 ===
consensus_distance=33.614



=== Log clique consensus distance @ E16B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=9.604


[E16B10 |   4576/60000 (  8%) ] Loss: 0.1823 top1= 94.3182

=== Log global consensus distance @ E16B10 ===
consensus_distance=34.777



=== Log clique consensus distance @ E16B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=9.665


[E16B20 |   8736/60000 ( 15%) ] Loss: 0.1164 top1= 97.4432

=== Log global consensus distance @ E16B20 ===
consensus_distance=35.950



=== Log clique consensus distance @ E16B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=9.699



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=46.5495 top1= 19.6014


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=6.0211 top1= 40.5749


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.6882 top1= 42.8886

Train epoch 17
[E17B0  |    416/60000 (  1%) ] Loss: 0.1313 top1= 96.8750

=== Log global consensus distance @ E17B0 ===
consensus_distance=37.152



=== Log clique consensus distance @ E17B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=9.749


[E17B10 |   4576/60000 (  8%) ] Loss: 0.1777 top1= 94.3182

=== Log global consensus distance @ E17B10 ===
consensus_distance=38.380



=== Log clique consensus distance @ E17B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=9.810


[E17B20 |   8736/60000 ( 15%) ] Loss: 0.1133 top1= 97.4432

=== Log global consensus distance @ E17B20 ===
consensus_distance=39.619



=== Log clique consensus distance @ E17B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=9.848



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=55.2862 top1= 19.6715


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=6.3543 top1= 40.5849


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.8476 top1= 43.0990

Train epoch 18
[E18B0  |    416/60000 (  1%) ] Loss: 0.1276 top1= 96.3068

=== Log global consensus distance @ E18B0 ===
consensus_distance=40.887



=== Log clique consensus distance @ E18B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=9.902


[E18B10 |   4576/60000 (  8%) ] Loss: 0.1755 top1= 94.6023

=== Log global consensus distance @ E18B10 ===
consensus_distance=42.176



=== Log clique consensus distance @ E18B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=9.979


[E18B20 |   8736/60000 ( 15%) ] Loss: 0.1096 top1= 98.0114

=== Log global consensus distance @ E18B20 ===
consensus_distance=43.478



=== Log clique consensus distance @ E18B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=10.030



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=59.1797 top1= 19.6514


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=6.8179 top1= 40.5449


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=6.0623 top1= 43.0188

Train epoch 19
[E19B0  |    416/60000 (  1%) ] Loss: 0.1259 top1= 96.3068

=== Log global consensus distance @ E19B0 ===
consensus_distance=44.803



=== Log clique consensus distance @ E19B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=10.093


[E19B10 |   4576/60000 (  8%) ] Loss: 0.1887 top1= 94.3182

=== Log global consensus distance @ E19B10 ===
consensus_distance=46.153



=== Log clique consensus distance @ E19B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=10.163


[E19B20 |   8736/60000 ( 15%) ] Loss: 0.1068 top1= 98.0114

=== Log global consensus distance @ E19B20 ===
consensus_distance=47.510



=== Log clique consensus distance @ E19B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=10.213



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=78.0078 top1= 19.5913


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=7.0995 top1= 40.5148


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=6.2136 top1= 43.0589

Train epoch 20
[E20B0  |    416/60000 (  1%) ] Loss: 0.1183 top1= 97.1591

=== Log global consensus distance @ E20B0 ===
consensus_distance=48.897



=== Log clique consensus distance @ E20B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=10.286


[E20B10 |   4576/60000 (  8%) ] Loss: 0.1682 top1= 95.1705

=== Log global consensus distance @ E20B10 ===
consensus_distance=50.300



=== Log clique consensus distance @ E20B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=10.365


[E20B20 |   8736/60000 ( 15%) ] Loss: 0.1107 top1= 97.4432

=== Log global consensus distance @ E20B20 ===
consensus_distance=51.724



=== Log clique consensus distance @ E20B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=10.436



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=90.0165 top1= 19.5913


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=7.3850 top1= 40.6550


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=6.4489 top1= 43.1190

Train epoch 21
[E21B0  |    416/60000 (  1%) ] Loss: 0.1168 top1= 97.7273

=== Log global consensus distance @ E21B0 ===
consensus_distance=53.167



=== Log clique consensus distance @ E21B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=10.511


[E21B10 |   4576/60000 (  8%) ] Loss: 0.1746 top1= 94.6023

=== Log global consensus distance @ E21B10 ===
consensus_distance=54.642



=== Log clique consensus distance @ E21B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=10.598


[E21B20 |   8736/60000 ( 15%) ] Loss: 0.0967 top1= 98.0114

=== Log global consensus distance @ E21B20 ===
consensus_distance=56.141



=== Log clique consensus distance @ E21B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=10.694



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=149.6942 top1= 19.5813


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=7.7878 top1= 40.6751


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=6.8131 top1= 42.8886

Train epoch 22
[E22B0  |    416/60000 (  1%) ] Loss: 0.1137 top1= 97.7273

=== Log global consensus distance @ E22B0 ===
consensus_distance=57.649



=== Log clique consensus distance @ E22B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=10.770


[E22B10 |   4576/60000 (  8%) ] Loss: 0.1649 top1= 94.8864

=== Log global consensus distance @ E22B10 ===
consensus_distance=59.183



=== Log clique consensus distance @ E22B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=10.853


[E22B20 |   8736/60000 ( 15%) ] Loss: 0.0951 top1= 98.0114

=== Log global consensus distance @ E22B20 ===
consensus_distance=60.729



=== Log clique consensus distance @ E22B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=10.927



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=179.8876 top1= 19.5813


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=8.2820 top1= 40.6350


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=6.7951 top1= 43.1991

Train epoch 23
[E23B0  |    416/60000 (  1%) ] Loss: 0.1129 top1= 97.7273

=== Log global consensus distance @ E23B0 ===
consensus_distance=62.313



=== Log clique consensus distance @ E23B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=11.048


[E23B10 |   4576/60000 (  8%) ] Loss: 0.1816 top1= 94.0341

=== Log global consensus distance @ E23B10 ===
consensus_distance=63.937



=== Log clique consensus distance @ E23B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=11.202


[E23B20 |   8736/60000 ( 15%) ] Loss: 0.0933 top1= 97.7273

=== Log global consensus distance @ E23B20 ===
consensus_distance=65.565



=== Log clique consensus distance @ E23B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=11.331



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=163.0219 top1= 19.6114


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=8.9477 top1= 40.6450


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=7.7134 top1= 43.2792

Train epoch 24
[E24B0  |    416/60000 (  1%) ] Loss: 0.1128 top1= 97.7273

=== Log global consensus distance @ E24B0 ===
consensus_distance=67.188



=== Log clique consensus distance @ E24B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=11.394


[E24B10 |   4576/60000 (  8%) ] Loss: 0.2070 top1= 94.0341

=== Log global consensus distance @ E24B10 ===
consensus_distance=68.840



=== Log clique consensus distance @ E24B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=11.489


[E24B20 |   8736/60000 ( 15%) ] Loss: 0.0917 top1= 97.1591

=== Log global consensus distance @ E24B20 ===
consensus_distance=70.506



=== Log clique consensus distance @ E24B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=11.569



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=286.7929 top1= 19.5713


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=8.7549 top1= 40.6250


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=7.4784 top1= 42.7684

Train epoch 25
[E25B0  |    416/60000 (  1%) ] Loss: 0.1085 top1= 97.1591

=== Log global consensus distance @ E25B0 ===
consensus_distance=72.194



=== Log clique consensus distance @ E25B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=11.682


[E25B10 |   4576/60000 (  8%) ] Loss: 0.1606 top1= 95.7386

=== Log global consensus distance @ E25B10 ===
consensus_distance=73.917



=== Log clique consensus distance @ E25B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=11.772


[E25B20 |   8736/60000 ( 15%) ] Loss: 0.0875 top1= 98.2955

=== Log global consensus distance @ E25B20 ===
consensus_distance=75.663



=== Log clique consensus distance @ E25B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=11.861



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=272.3439 top1= 19.5813


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=8.7482 top1= 40.7552


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=7.7110 top1= 43.1691

Train epoch 26
[E26B0  |    416/60000 (  1%) ] Loss: 0.1033 top1= 98.0114

=== Log global consensus distance @ E26B0 ===
consensus_distance=77.433



=== Log clique consensus distance @ E26B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=11.990


[E26B10 |   4576/60000 (  8%) ] Loss: 0.3113 top1= 94.8864

=== Log global consensus distance @ E26B10 ===
consensus_distance=79.209



=== Log clique consensus distance @ E26B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=12.116


[E26B20 |   8736/60000 ( 15%) ] Loss: 0.0845 top1= 98.5795

=== Log global consensus distance @ E26B20 ===
consensus_distance=81.023



=== Log clique consensus distance @ E26B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=12.221



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=197.7570 top1= 19.7015


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=9.6063 top1= 40.5849


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=8.3276 top1= 43.5397

Train epoch 27
[E27B0  |    416/60000 (  1%) ] Loss: 0.1037 top1= 98.0114

=== Log global consensus distance @ E27B0 ===
consensus_distance=82.916



=== Log clique consensus distance @ E27B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=12.409


[E27B10 |   4576/60000 (  8%) ] Loss: 0.1602 top1= 96.0227

=== Log global consensus distance @ E27B10 ===
consensus_distance=84.767



=== Log clique consensus distance @ E27B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=12.520


[E27B20 |   8736/60000 ( 15%) ] Loss: 0.0838 top1= 98.0114

=== Log global consensus distance @ E27B20 ===
consensus_distance=86.651



=== Log clique consensus distance @ E27B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=12.616



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=235.1918 top1= 19.6214


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=9.4726 top1= 40.8654


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=8.6763 top1= 42.8786

Train epoch 28
[E28B0  |    416/60000 (  1%) ] Loss: 0.1038 top1= 96.8750

=== Log global consensus distance @ E28B0 ===
consensus_distance=88.552



=== Log clique consensus distance @ E28B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=12.719


[E28B10 |   4576/60000 (  8%) ] Loss: 0.1482 top1= 95.7386

=== Log global consensus distance @ E28B10 ===
consensus_distance=90.497



=== Log clique consensus distance @ E28B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=12.873


[E28B20 |   8736/60000 ( 15%) ] Loss: 0.2558 top1= 98.0114

=== Log global consensus distance @ E28B20 ===
consensus_distance=92.483



=== Log clique consensus distance @ E28B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=13.097



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=263.9577 top1= 19.6615


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=9.2915 top1= 41.1258


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=12.7186 top1= 44.2208

Train epoch 29
[E29B0  |    416/60000 (  1%) ] Loss: 0.1110 top1= 96.8750

=== Log global consensus distance @ E29B0 ===
consensus_distance=94.472



=== Log clique consensus distance @ E29B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=13.327


[E29B10 |   4576/60000 (  8%) ] Loss: 0.1517 top1= 96.0227

=== Log global consensus distance @ E29B10 ===
consensus_distance=96.471



=== Log clique consensus distance @ E29B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=13.513


[E29B20 |   8736/60000 ( 15%) ] Loss: 0.0855 top1= 97.7273

=== Log global consensus distance @ E29B20 ===
consensus_distance=98.434



=== Log clique consensus distance @ E29B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=13.585



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=325.4538 top1= 19.5913


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=9.8389 top1= 40.9856


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=10.2972 top1= 42.1274

Train epoch 30
[E30B0  |    416/60000 (  1%) ] Loss: 0.0992 top1= 96.8750

=== Log global consensus distance @ E30B0 ===
consensus_distance=100.435



=== Log clique consensus distance @ E30B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=13.692


[E30B10 |   4576/60000 (  8%) ] Loss: 0.1475 top1= 95.7386

=== Log global consensus distance @ E30B10 ===
consensus_distance=102.464



=== Log clique consensus distance @ E30B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=13.802


[E30B20 |   8736/60000 ( 15%) ] Loss: 0.0758 top1= 98.2955

=== Log global consensus distance @ E30B20 ===
consensus_distance=104.486



=== Log clique consensus distance @ E30B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=13.871



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=380.1593 top1= 19.5813


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=9.5595 top1= 41.1859


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=10.3417 top1= 42.5681

Train epoch 31
[E31B0  |    416/60000 (  1%) ] Loss: 0.1574 top1= 97.1591

=== Log global consensus distance @ E31B0 ===
consensus_distance=106.597



=== Log clique consensus distance @ E31B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=14.081


[E31B10 |   4576/60000 (  8%) ] Loss: 0.1636 top1= 96.5909

=== Log global consensus distance @ E31B10 ===
consensus_distance=108.709



=== Log clique consensus distance @ E31B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=14.242


[E31B20 |   8736/60000 ( 15%) ] Loss: 0.0791 top1= 98.0114

=== Log global consensus distance @ E31B20 ===
consensus_distance=110.815



=== Log clique consensus distance @ E31B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=14.360



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=419.9804 top1= 19.5813


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=10.6708 top1= 40.9956


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=9.9400 top1= 42.7384

Train epoch 32
[E32B0  |    416/60000 (  1%) ] Loss: 0.0960 top1= 97.7273

=== Log global consensus distance @ E32B0 ===
consensus_distance=112.912



=== Log clique consensus distance @ E32B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=14.426


[E32B10 |   4576/60000 (  8%) ] Loss: 0.1555 top1= 96.3068

=== Log global consensus distance @ E32B10 ===
consensus_distance=115.062



=== Log clique consensus distance @ E32B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=14.538


[E32B20 |   8736/60000 ( 15%) ] Loss: 0.0779 top1= 98.2955

=== Log global consensus distance @ E32B20 ===
consensus_distance=117.223



=== Log clique consensus distance @ E32B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=14.652



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=663.5034 top1= 19.5813


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=10.0746 top1= 41.3361


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=10.4890 top1= 43.5797

Train epoch 33
[E33B0  |    416/60000 (  1%) ] Loss: 0.0915 top1= 98.2955

=== Log global consensus distance @ E33B0 ===
consensus_distance=119.401



=== Log clique consensus distance @ E33B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=14.773


[E33B10 |   4576/60000 (  8%) ] Loss: 0.1998 top1= 94.0341

=== Log global consensus distance @ E33B10 ===
consensus_distance=121.770



=== Log clique consensus distance @ E33B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=15.227


[E33B20 |   8736/60000 ( 15%) ] Loss: 0.0894 top1= 97.7273

=== Log global consensus distance @ E33B20 ===
consensus_distance=124.051



=== Log clique consensus distance @ E33B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=15.470



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=550.0367 top1= 19.6214


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=13.3719 top1= 40.5950


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=10.9170 top1= 44.2107

Train epoch 34
[E34B0  |    416/60000 (  1%) ] Loss: 0.0875 top1= 97.7273

=== Log global consensus distance @ E34B0 ===
consensus_distance=126.279



=== Log clique consensus distance @ E34B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=15.589


[E34B10 |   4576/60000 (  8%) ] Loss: 0.1319 top1= 96.5909

=== Log global consensus distance @ E34B10 ===
consensus_distance=128.526



=== Log clique consensus distance @ E34B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=15.645


[E34B20 |   8736/60000 ( 15%) ] Loss: 0.0723 top1= 97.4432

=== Log global consensus distance @ E34B20 ===
consensus_distance=130.780



=== Log clique consensus distance @ E34B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=15.687



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=506.5938 top1= 19.6615


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=11.2574 top1= 41.3762


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=11.5390 top1= 43.6398

Train epoch 35
[E35B0  |    416/60000 (  1%) ] Loss: 0.0720 top1= 98.8636

=== Log global consensus distance @ E35B0 ===
consensus_distance=133.107



=== Log clique consensus distance @ E35B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=15.828


[E35B10 |   4576/60000 (  8%) ] Loss: 0.1503 top1= 96.0227

=== Log global consensus distance @ E35B10 ===
consensus_distance=135.443



=== Log clique consensus distance @ E35B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=15.957


[E35B20 |   8736/60000 ( 15%) ] Loss: 0.0631 top1= 98.5795

=== Log global consensus distance @ E35B20 ===
consensus_distance=137.800



=== Log clique consensus distance @ E35B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=16.091



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=568.7302 top1= 19.6715


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=10.3374 top1= 42.1575


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=11.5929 top1= 42.9688

Train epoch 36
[E36B0  |    416/60000 (  1%) ] Loss: 0.0832 top1= 97.7273

=== Log global consensus distance @ E36B0 ===
consensus_distance=140.153



=== Log clique consensus distance @ E36B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=16.199


[E36B10 |   4576/60000 (  8%) ] Loss: 0.1531 top1= 96.5909

=== Log global consensus distance @ E36B10 ===
consensus_distance=142.552



=== Log clique consensus distance @ E36B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=16.345


[E36B20 |   8736/60000 ( 15%) ] Loss: 0.1601 top1= 98.0114

=== Log global consensus distance @ E36B20 ===
consensus_distance=144.985



=== Log clique consensus distance @ E36B20 ===
clique1_consensus_distance=0.007
clique2_consensus_distance=16.513



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=623.4710 top1= 19.6715


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=13.2699 top1= 40.2744


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=12.5044 top1= 43.4896

Train epoch 37
[E37B0  |    416/60000 (  1%) ] Loss: 0.1027 top1= 96.3068

=== Log global consensus distance @ E37B0 ===
consensus_distance=147.527



=== Log clique consensus distance @ E37B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=16.896


[E37B10 |   4576/60000 (  8%) ] Loss: 0.1386 top1= 96.5909

=== Log global consensus distance @ E37B10 ===
consensus_distance=150.101



=== Log clique consensus distance @ E37B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=17.290


[E37B20 |   8736/60000 ( 15%) ] Loss: 0.0683 top1= 98.0114

=== Log global consensus distance @ E37B20 ===
consensus_distance=152.576



=== Log clique consensus distance @ E37B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=17.433



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=687.4972 top1= 19.6615


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=13.0807 top1= 41.1859


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=14.4449 top1= 43.9203

Train epoch 38
[E38B0  |    416/60000 (  1%) ] Loss: 0.0775 top1= 97.7273

=== Log global consensus distance @ E38B0 ===
consensus_distance=155.031



=== Log clique consensus distance @ E38B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=17.484


[E38B10 |   4576/60000 (  8%) ] Loss: 0.1234 top1= 96.5909

=== Log global consensus distance @ E38B10 ===
consensus_distance=157.537



=== Log clique consensus distance @ E38B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=17.577


[E38B20 |   8736/60000 ( 15%) ] Loss: 0.1057 top1= 98.0114

=== Log global consensus distance @ E38B20 ===
consensus_distance=160.061



=== Log clique consensus distance @ E38B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=17.699



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=766.7375 top1= 19.6615


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=11.8595 top1= 41.7468


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=13.8815 top1= 44.5713

Train epoch 39
[E39B0  |    416/60000 (  1%) ] Loss: 0.0631 top1= 97.7273

=== Log global consensus distance @ E39B0 ===
consensus_distance=162.658



=== Log clique consensus distance @ E39B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=17.912


[E39B10 |   4576/60000 (  8%) ] Loss: 0.1313 top1= 97.1591

=== Log global consensus distance @ E39B10 ===
consensus_distance=165.237



=== Log clique consensus distance @ E39B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=18.044


[E39B20 |   8736/60000 ( 15%) ] Loss: 0.0549 top1= 99.4318

=== Log global consensus distance @ E39B20 ===
consensus_distance=167.787



=== Log clique consensus distance @ E39B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=18.111



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=851.1891 top1= 19.6615


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=10.3951 top1= 42.9988


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=13.9971 top1= 43.9503

Train epoch 40
[E40B0  |    416/60000 (  1%) ] Loss: 0.1422 top1= 96.8750

=== Log global consensus distance @ E40B0 ===
consensus_distance=170.359



=== Log clique consensus distance @ E40B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=18.179


[E40B10 |   4576/60000 (  8%) ] Loss: 0.1443 top1= 96.0227

=== Log global consensus distance @ E40B10 ===
consensus_distance=173.117



=== Log clique consensus distance @ E40B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=18.534


[E40B20 |   8736/60000 ( 15%) ] Loss: 0.0940 top1= 98.5795

=== Log global consensus distance @ E40B20 ===
consensus_distance=175.771



=== Log clique consensus distance @ E40B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=18.680



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1873.3985 top1= 19.6815


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=9.6277 top1= 44.7216


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=13.9268 top1= 43.4295

