
=== 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)
=> Add worker ByzantineWorker(index=13)

=== Start adding graph ===
TwoCliquesWithByzantine(m=5,b=3)

Train epoch 1
[E 1B0  |    448/60000 (  1%) ] Loss: 2.3005 top1=  9.0909

=== Peeking data label distribution E1B0 ===
Worker 0 has targets: tensor([9, 4, 6, 0, 0], device='cuda:0')
Worker 1 has targets: tensor([3, 0, 5, 1, 7], device='cuda:0')
Worker 2 has targets: tensor([5, 6, 5, 4, 9], device='cuda:0')
Worker 3 has targets: tensor([4, 8, 4, 4, 2], device='cuda:0')
Worker 4 has targets: tensor([7, 9, 7, 0, 6], device='cuda:0')
Worker 5 has targets: tensor([4, 9, 4, 0, 8], device='cuda:0')
Worker 6 has targets: tensor([9, 3, 1, 7, 7], device='cuda:0')
Worker 7 has targets: tensor([6, 1, 8, 0, 7], device='cuda:0')
Worker 8 has targets: tensor([8, 3, 7, 6, 2], device='cuda:0')
Worker 9 has targets: tensor([8, 2, 3, 7, 8], device='cuda:0')
Worker 10 has targets: tensor([7, 5, 3, 8, 8], device='cuda:0')
Worker 11 has targets: tensor([4, 0, 5, 9, 5], device='cuda:0')
Worker 12 has targets: tensor([8, 2, 1, 2, 7], device='cuda:0')
Worker 13 has targets: tensor([9, 1, 6, 1, 1], 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 |   4928/60000 (  8%) ] Loss: 2.2561 top1= 21.0227

=== Log global consensus distance @ E1B10 ===
consensus_distance=0.001



=== Log clique consensus distance @ E1B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.001


[E 1B20 |   9408/60000 ( 16%) ] Loss: 2.1958 top1= 31.8182

=== Log global consensus distance @ E1B20 ===
consensus_distance=0.009



=== Log clique consensus distance @ E1B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.002



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1403 top1= 29.4772


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1229 top1= 58.4635


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1179 top1= 51.9732

Train epoch 2
[E 2B0  |    448/60000 (  1%) ] Loss: 2.1032 top1= 36.0795

=== Log global consensus distance @ E2B0 ===
consensus_distance=0.083



=== Log clique consensus distance @ E2B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.006


[E 2B10 |   4928/60000 (  8%) ] Loss: 2.0191 top1= 42.6136

=== Log global consensus distance @ E2B10 ===
consensus_distance=0.452



=== Log clique consensus distance @ E2B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.010


[E 2B20 |   9408/60000 ( 16%) ] Loss: 1.8375 top1= 45.1705

=== Log global consensus distance @ E2B20 ===
consensus_distance=1.126



=== Log clique consensus distance @ E2B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.013



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.4116 top1= 62.7103


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6494 top1= 65.2845


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.6457 top1= 64.6835

Train epoch 3
[E 3B0  |    448/60000 (  1%) ] Loss: 1.7090 top1= 44.6023

=== Log global consensus distance @ E3B0 ===
consensus_distance=2.093



=== Log clique consensus distance @ E3B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.016


[E 3B10 |   4928/60000 (  8%) ] Loss: 1.5407 top1= 50.8523

=== Log global consensus distance @ E3B10 ===
consensus_distance=3.361



=== Log clique consensus distance @ E3B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.021


[E 3B20 |   9408/60000 ( 16%) ] Loss: 1.2572 top1= 61.3636

=== Log global consensus distance @ E3B20 ===
consensus_distance=4.925



=== Log clique consensus distance @ E3B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.027



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8356 top1= 74.9199


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.0367 top1= 76.1018


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.0373 top1= 75.9014

Train epoch 4
[E 4B0  |    448/60000 (  1%) ] Loss: 1.2506 top1= 57.9545

=== Log global consensus distance @ E4B0 ===
consensus_distance=6.784



=== Log clique consensus distance @ E4B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.034


[E 4B10 |   4928/60000 (  8%) ] Loss: 1.1091 top1= 66.4773

=== Log global consensus distance @ E4B10 ===
consensus_distance=8.941



=== Log clique consensus distance @ E4B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.043


[E 4B20 |   9408/60000 ( 16%) ] Loss: 0.8816 top1= 71.8750

=== Log global consensus distance @ E4B20 ===
consensus_distance=11.394



=== Log clique consensus distance @ E4B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.052



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6583 top1= 78.7961


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.7262 top1= 81.3602


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.7227 top1= 81.3101

Train epoch 5
[E 5B0  |    448/60000 (  1%) ] Loss: 0.9274 top1= 68.1818

=== Log global consensus distance @ E5B0 ===
consensus_distance=14.141



=== Log clique consensus distance @ E5B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.063


[E 5B10 |   4928/60000 (  8%) ] Loss: 0.8534 top1= 74.1477

=== Log global consensus distance @ E5B10 ===
consensus_distance=17.184



=== Log clique consensus distance @ E5B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.075


[E 5B20 |   9408/60000 ( 16%) ] Loss: 0.6981 top1= 78.9773

=== Log global consensus distance @ E5B20 ===
consensus_distance=20.520



=== Log clique consensus distance @ E5B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.087



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6152 top1= 80.3486


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5845 top1= 83.9443


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5766 top1= 84.2348

Train epoch 6
[E 6B0  |    448/60000 (  1%) ] Loss: 0.7516 top1= 74.4318

=== Log global consensus distance @ E6B0 ===
consensus_distance=24.152



=== Log clique consensus distance @ E6B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.101


[E 6B10 |   4928/60000 (  8%) ] Loss: 0.7071 top1= 77.8409

=== Log global consensus distance @ E6B10 ===
consensus_distance=28.078



=== Log clique consensus distance @ E6B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.116


[E 6B20 |   9408/60000 ( 16%) ] Loss: 0.5997 top1= 82.1023

=== Log global consensus distance @ E6B20 ===
consensus_distance=32.299



=== Log clique consensus distance @ E6B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.132



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5668 top1= 82.6923


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5046 top1= 85.9976


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.4957 top1= 86.3081

Train epoch 7
[E 7B0  |    448/60000 (  1%) ] Loss: 0.6244 top1= 80.6818

=== Log global consensus distance @ E7B0 ===
consensus_distance=36.812



=== Log clique consensus distance @ E7B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.149


[E 7B10 |   4928/60000 (  8%) ] Loss: 0.6279 top1= 79.5455

=== Log global consensus distance @ E7B10 ===
consensus_distance=41.620



=== Log clique consensus distance @ E7B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.167


[E 7B20 |   9408/60000 ( 16%) ] Loss: 0.5313 top1= 84.0909

=== Log global consensus distance @ E7B20 ===
consensus_distance=46.722



=== Log clique consensus distance @ E7B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.186



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6237 top1= 82.7825


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.4491 top1= 87.4800


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.4416 top1= 87.7103

Train epoch 8
[E 8B0  |    448/60000 (  1%) ] Loss: 0.5519 top1= 81.8182

=== Log global consensus distance @ E8B0 ===
consensus_distance=52.120



=== Log clique consensus distance @ E8B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.208


[E 8B10 |   4928/60000 (  8%) ] Loss: 0.5773 top1= 81.5341

=== Log global consensus distance @ E8B10 ===
consensus_distance=57.812



=== Log clique consensus distance @ E8B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.228


[E 8B20 |   9408/60000 ( 16%) ] Loss: 0.5026 top1= 85.5114

=== Log global consensus distance @ E8B20 ===
consensus_distance=63.796



=== Log clique consensus distance @ E8B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.251



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6226 top1= 84.2047


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.4093 top1= 88.6118


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.4046 top1= 88.6619

Train epoch 9
[E 9B0  |    448/60000 (  1%) ] Loss: 0.4886 top1= 84.0909

=== Log global consensus distance @ E9B0 ===
consensus_distance=70.079



=== Log clique consensus distance @ E9B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.276


[E 9B10 |   4928/60000 (  8%) ] Loss: 0.4951 top1= 84.3750

=== Log global consensus distance @ E9B10 ===
consensus_distance=76.657



=== Log clique consensus distance @ E9B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.301


[E 9B20 |   9408/60000 ( 16%) ] Loss: 0.4443 top1= 86.3636

=== Log global consensus distance @ E9B20 ===
consensus_distance=83.517



=== Log clique consensus distance @ E9B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.327



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8345 top1= 80.6691


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3788 top1= 89.3630


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3784 top1= 89.2628

Train epoch 10
[E10B0  |    448/60000 (  1%) ] Loss: 0.4983 top1= 84.3750

=== Log global consensus distance @ E10B0 ===
consensus_distance=90.680



=== Log clique consensus distance @ E10B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.356


[E10B10 |   4928/60000 (  8%) ] Loss: 0.6491 top1= 84.6591

=== Log global consensus distance @ E10B10 ===
consensus_distance=98.144



=== Log clique consensus distance @ E10B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.384


[E10B20 |   9408/60000 ( 16%) ] Loss: 0.5058 top1= 86.0795

=== Log global consensus distance @ E10B20 ===
consensus_distance=105.896



=== Log clique consensus distance @ E10B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.414



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9423 top1= 83.5437


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3545 top1= 89.9239


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3595 top1= 89.6234

Train epoch 11
[E11B0  |    448/60000 (  1%) ] Loss: 0.4519 top1= 86.0795

=== Log global consensus distance @ E11B0 ===
consensus_distance=113.945



=== Log clique consensus distance @ E11B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.448


[E11B10 |   4928/60000 (  8%) ] Loss: 0.4391 top1= 86.9318

=== Log global consensus distance @ E11B10 ===
consensus_distance=122.296



=== Log clique consensus distance @ E11B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.481


[E11B20 |   9408/60000 ( 16%) ] Loss: 0.3899 top1= 88.3523

=== Log global consensus distance @ E11B20 ===
consensus_distance=130.948



=== Log clique consensus distance @ E11B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.514



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8849 top1= 83.7139


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3370 top1= 90.3946


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3474 top1= 89.9239

Train epoch 12
[E12B0  |    448/60000 (  1%) ] Loss: 0.3679 top1= 87.7841

=== Log global consensus distance @ E12B0 ===
consensus_distance=139.891



=== Log clique consensus distance @ E12B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.553


[E12B10 |   4928/60000 (  8%) ] Loss: 0.3532 top1= 88.3523

=== Log global consensus distance @ E12B10 ===
consensus_distance=149.127



=== Log clique consensus distance @ E12B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.590


[E12B20 |   9408/60000 ( 16%) ] Loss: 0.3977 top1= 88.3523

=== Log global consensus distance @ E12B20 ===
consensus_distance=158.658



=== Log clique consensus distance @ E12B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.628



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0085 top1= 84.2147


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3240 top1= 90.7352


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3392 top1= 90.2544

Train epoch 13
[E13B0  |    448/60000 (  1%) ] Loss: 0.3608 top1= 88.6364

=== Log global consensus distance @ E13B0 ===
consensus_distance=168.472



=== Log clique consensus distance @ E13B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.671


[E13B10 |   4928/60000 (  8%) ] Loss: 0.3223 top1= 88.6364

=== Log global consensus distance @ E13B10 ===
consensus_distance=178.589



=== Log clique consensus distance @ E13B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.713


[E13B20 |   9408/60000 ( 16%) ] Loss: 0.3221 top1= 90.6250

=== Log global consensus distance @ E13B20 ===
consensus_distance=189.011



=== Log clique consensus distance @ E13B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.757



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0121 top1= 85.0461


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3141 top1= 90.9355


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3326 top1= 90.4247

Train epoch 14
[E14B0  |    448/60000 (  1%) ] Loss: 0.3082 top1= 90.0568

=== Log global consensus distance @ E14B0 ===
consensus_distance=199.725



=== Log clique consensus distance @ E14B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.804


[E14B10 |   4928/60000 (  8%) ] Loss: 0.2899 top1= 90.3409

=== Log global consensus distance @ E14B10 ===
consensus_distance=210.725



=== Log clique consensus distance @ E14B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.850


[E14B20 |   9408/60000 ( 16%) ] Loss: 0.3407 top1= 90.9091

=== Log global consensus distance @ E14B20 ===
consensus_distance=222.027



=== Log clique consensus distance @ E14B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.897



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.1551 top1= 85.0962


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3064 top1= 91.0557


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3285 top1= 90.6851

Train epoch 15
[E15B0  |    448/60000 (  1%) ] Loss: 0.2834 top1= 90.0568

=== Log global consensus distance @ E15B0 ===
consensus_distance=233.629



=== Log clique consensus distance @ E15B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.950


[E15B10 |   4928/60000 (  8%) ] Loss: 0.2664 top1= 91.7614

=== Log global consensus distance @ E15B10 ===
consensus_distance=245.517



=== Log clique consensus distance @ E15B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.000


[E15B20 |   9408/60000 ( 16%) ] Loss: 0.2768 top1= 92.0455

=== Log global consensus distance @ E15B20 ===
consensus_distance=257.714



=== Log clique consensus distance @ E15B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.051



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5886 top1= 84.4852


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3013 top1= 91.1558


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3264 top1= 90.8353

Train epoch 16
[E16B0  |    448/60000 (  1%) ] Loss: 0.2630 top1= 90.6250

=== Log global consensus distance @ E16B0 ===
consensus_distance=270.201



=== Log clique consensus distance @ E16B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.107


[E16B10 |   4928/60000 (  8%) ] Loss: 0.4080 top1= 91.1932

=== Log global consensus distance @ E16B10 ===
consensus_distance=282.987



=== Log clique consensus distance @ E16B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.162


[E16B20 |   9408/60000 ( 16%) ] Loss: 0.3087 top1= 91.4773

=== Log global consensus distance @ E16B20 ===
consensus_distance=296.041



=== Log clique consensus distance @ E16B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.217



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.7040 top1= 84.4551


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2989 top1= 91.2460


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3254 top1= 90.9155

Train epoch 17
[E17B0  |    448/60000 (  1%) ] Loss: 0.2427 top1= 91.4773

=== Log global consensus distance @ E17B0 ===
consensus_distance=309.414



=== Log clique consensus distance @ E17B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.276


[E17B10 |   4928/60000 (  8%) ] Loss: 0.2598 top1= 92.8977

=== Log global consensus distance @ E17B10 ===
consensus_distance=323.076



=== Log clique consensus distance @ E17B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.336


[E17B20 |   9408/60000 ( 16%) ] Loss: 0.2429 top1= 92.6136

=== Log global consensus distance @ E17B20 ===
consensus_distance=337.058



=== Log clique consensus distance @ E17B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.395



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.9986 top1= 84.4852


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2978 top1= 91.3562


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3257 top1= 90.9856

Train epoch 18
[E18B0  |    448/60000 (  1%) ] Loss: 0.2165 top1= 92.6136

=== Log global consensus distance @ E18B0 ===
consensus_distance=351.324



=== Log clique consensus distance @ E18B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.459


[E18B10 |   4928/60000 (  8%) ] Loss: 0.2011 top1= 93.1818

=== Log global consensus distance @ E18B10 ===
consensus_distance=365.871



=== Log clique consensus distance @ E18B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.522


[E18B20 |   9408/60000 ( 16%) ] Loss: 0.2246 top1= 93.4659

=== Log global consensus distance @ E18B20 ===
consensus_distance=380.726



=== Log clique consensus distance @ E18B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.585



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.7308 top1= 83.7240


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2962 top1= 91.5064


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3265 top1= 91.1258

Train epoch 19
[E19B0  |    448/60000 (  1%) ] Loss: 0.1970 top1= 93.4659

=== Log global consensus distance @ E19B0 ===
consensus_distance=395.880



=== Log clique consensus distance @ E19B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.652


[E19B10 |   4928/60000 (  8%) ] Loss: 0.1893 top1= 92.8977

=== Log global consensus distance @ E19B10 ===
consensus_distance=411.321



=== Log clique consensus distance @ E19B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.719


[E19B20 |   9408/60000 ( 16%) ] Loss: 0.2119 top1= 94.0341

=== Log global consensus distance @ E19B20 ===
consensus_distance=427.068



=== Log clique consensus distance @ E19B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.785



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.0255 top1= 83.5337


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2986 top1= 91.5264


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3302 top1= 91.3061

Train epoch 20
[E20B0  |    448/60000 (  1%) ] Loss: 0.1782 top1= 94.0341

=== Log global consensus distance @ E20B0 ===
consensus_distance=443.106



=== Log clique consensus distance @ E20B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.855


[E20B10 |   4928/60000 (  8%) ] Loss: 0.2422 top1= 93.1818

=== Log global consensus distance @ E20B10 ===
consensus_distance=459.437



=== Log clique consensus distance @ E20B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.925


[E20B20 |   9408/60000 ( 16%) ] Loss: 0.1950 top1= 94.3182

=== Log global consensus distance @ E20B20 ===
consensus_distance=476.064



=== Log clique consensus distance @ E20B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.994



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.4728 top1= 82.5321


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3003 top1= 91.5264


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3333 top1= 91.4563

Train epoch 21
[E21B0  |    448/60000 (  1%) ] Loss: 0.2080 top1= 94.0341

=== Log global consensus distance @ E21B0 ===
consensus_distance=492.990



=== Log clique consensus distance @ E21B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=2.066


[E21B10 |   4928/60000 (  8%) ] Loss: 0.1437 top1= 94.3182

=== Log global consensus distance @ E21B10 ===
consensus_distance=510.199



=== Log clique consensus distance @ E21B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=2.140


[E21B20 |   9408/60000 ( 16%) ] Loss: 0.1853 top1= 94.8864

=== Log global consensus distance @ E21B20 ===
consensus_distance=527.763



=== Log clique consensus distance @ E21B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=2.214



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.5506 top1= 83.5637


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3022 top1= 91.6366


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3376 top1= 91.5565

Train epoch 22
[E22B0  |    448/60000 (  1%) ] Loss: 0.1464 top1= 94.8864

=== Log global consensus distance @ E22B0 ===
consensus_distance=545.599



=== Log clique consensus distance @ E22B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=2.289


[E22B10 |   4928/60000 (  8%) ] Loss: 0.2208 top1= 94.3182

=== Log global consensus distance @ E22B10 ===
consensus_distance=563.735



=== Log clique consensus distance @ E22B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=2.366


[E22B20 |   9408/60000 ( 16%) ] Loss: 0.6705 top1= 94.8864

=== Log global consensus distance @ E22B20 ===
consensus_distance=582.174



=== Log clique consensus distance @ E22B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=2.443



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.9955 top1= 83.2632


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3074 top1= 91.6667


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3428 top1= 91.5865

Train epoch 23
[E23B0  |    448/60000 (  1%) ] Loss: 0.3824 top1= 94.0341

=== Log global consensus distance @ E23B0 ===
consensus_distance=600.942



=== Log clique consensus distance @ E23B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=2.518


[E23B10 |   4928/60000 (  8%) ] Loss: 0.7413 top1= 94.0341

=== Log global consensus distance @ E23B10 ===
consensus_distance=620.042



=== Log clique consensus distance @ E23B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=2.598


[E23B20 |   9408/60000 ( 16%) ] Loss: 0.3210 top1= 96.3068

=== Log global consensus distance @ E23B20 ===
consensus_distance=639.404



=== Log clique consensus distance @ E23B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=2.680



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.3084 top1= 83.5236


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3116 top1= 91.7268


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3499 top1= 91.6066

Train epoch 24
[E24B0  |    448/60000 (  1%) ] Loss: 0.2990 top1= 94.8864

=== Log global consensus distance @ E24B0 ===
consensus_distance=659.116



=== Log clique consensus distance @ E24B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=2.757


[E24B10 |   4928/60000 (  8%) ] Loss: 0.5766 top1= 95.4545

=== Log global consensus distance @ E24B10 ===
consensus_distance=679.179



=== Log clique consensus distance @ E24B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=2.837


[E24B20 |   9408/60000 ( 16%) ] Loss: 0.4160 top1= 96.8750

=== Log global consensus distance @ E24B20 ===
consensus_distance=699.540



=== Log clique consensus distance @ E24B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=2.921



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.7114 top1= 82.2716


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3172 top1= 91.8770


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3591 top1= 91.6366

Train epoch 25
[E25B0  |    448/60000 (  1%) ] Loss: 0.6572 top1= 95.7386

=== Log global consensus distance @ E25B0 ===
consensus_distance=720.148



=== Log clique consensus distance @ E25B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=3.001


[E25B10 |   4928/60000 (  8%) ] Loss: 0.4362 top1= 96.0227

=== Log global consensus distance @ E25B10 ===
consensus_distance=741.274



=== Log clique consensus distance @ E25B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=3.085


[E25B20 |   9408/60000 ( 16%) ] Loss: 0.6976 top1= 96.8750

=== Log global consensus distance @ E25B20 ===
consensus_distance=762.720



=== Log clique consensus distance @ E25B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=3.170



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.6753 top1= 85.3766


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3251 top1= 92.0072


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3664 top1= 91.6967

Train epoch 26
[E26B0  |    448/60000 (  1%) ] Loss: 0.3978 top1= 96.5909

=== Log global consensus distance @ E26B0 ===
consensus_distance=784.448



=== Log clique consensus distance @ E26B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=3.251


[E26B10 |   4928/60000 (  8%) ] Loss: 0.4364 top1= 96.5909

=== Log global consensus distance @ E26B10 ===
consensus_distance=806.415



=== Log clique consensus distance @ E26B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=3.338


[E26B20 |   9408/60000 ( 16%) ] Loss: 0.3496 top1= 97.4432

=== Log global consensus distance @ E26B20 ===
consensus_distance=828.706



=== Log clique consensus distance @ E26B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=3.426



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=6.5670 top1= 81.3702


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3365 top1= 92.0573


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3772 top1= 91.5765

Train epoch 27
[E27B0  |    448/60000 (  1%) ] Loss: 0.6480 top1= 95.1705

=== Log global consensus distance @ E27B0 ===
consensus_distance=851.483



=== Log clique consensus distance @ E27B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=3.510


[E27B10 |   4928/60000 (  8%) ] Loss: 0.8310 top1= 97.1591

=== Log global consensus distance @ E27B10 ===
consensus_distance=874.452



=== Log clique consensus distance @ E27B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=3.602


[E27B20 |   9408/60000 ( 16%) ] Loss: 0.1162 top1= 98.2955

=== Log global consensus distance @ E27B20 ===
consensus_distance=897.604



=== Log clique consensus distance @ E27B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=3.693



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=5.1051 top1= 81.5304


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3511 top1= 91.9571


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3925 top1= 91.4463

Train epoch 28
[E28B0  |    448/60000 (  1%) ] Loss: 0.3607 top1= 96.0227

=== Log global consensus distance @ E28B0 ===
consensus_distance=920.954



=== Log clique consensus distance @ E28B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=3.780


[E28B10 |   4928/60000 (  8%) ] Loss: 0.2012 top1= 97.1591

=== Log global consensus distance @ E28B10 ===
consensus_distance=944.613



=== Log clique consensus distance @ E28B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=3.873


[E28B20 |   9408/60000 ( 16%) ] Loss: 0.1593 top1= 97.7273

=== Log global consensus distance @ E28B20 ===
consensus_distance=968.542



=== Log clique consensus distance @ E28B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=3.968



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=5.3302 top1= 82.4519


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3625 top1= 91.9872


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.4104 top1= 91.5164

Train epoch 29
[E29B0  |    448/60000 (  1%) ] Loss: 0.1577 top1= 96.8750

=== Log global consensus distance @ E29B0 ===
consensus_distance=992.702



=== Log clique consensus distance @ E29B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=4.060


[E29B10 |   4928/60000 (  8%) ] Loss: 0.2931 top1= 97.4432

=== Log global consensus distance @ E29B10 ===
consensus_distance=1017.199



=== Log clique consensus distance @ E29B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=4.156


[E29B20 |   9408/60000 ( 16%) ] Loss: 0.1131 top1= 97.4432

=== Log global consensus distance @ E29B20 ===
consensus_distance=1041.965



=== Log clique consensus distance @ E29B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=4.253



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=5.7031 top1= 82.7123


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3787 top1= 91.8470


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.4352 top1= 91.4363

Train epoch 30
[E30B0  |    448/60000 (  1%) ] Loss: 0.3013 top1= 96.8750

=== Log global consensus distance @ E30B0 ===
consensus_distance=1067.206



=== Log clique consensus distance @ E30B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=4.348


[E30B10 |   4928/60000 (  8%) ] Loss: 0.8688 top1= 98.0114

=== Log global consensus distance @ E30B10 ===
consensus_distance=1093.188



=== Log clique consensus distance @ E30B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=4.446


[E30B20 |   9408/60000 ( 16%) ] Loss: 0.5026 top1= 97.1591

=== Log global consensus distance @ E30B20 ===
consensus_distance=1119.855



=== Log clique consensus distance @ E30B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=4.548



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=7.6162 top1= 82.2416


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3991 top1= 91.6066


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.4620 top1= 91.2560

Train epoch 31
[E31B0  |    448/60000 (  1%) ] Loss: 0.7604 top1= 97.4432

=== Log global consensus distance @ E31B0 ===
consensus_distance=1147.444



=== Log clique consensus distance @ E31B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=4.656


[E31B10 |   4928/60000 (  8%) ] Loss: 2.0938 top1= 97.4432

=== Log global consensus distance @ E31B10 ===
consensus_distance=1175.377



=== Log clique consensus distance @ E31B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=4.757


[E31B20 |   9408/60000 ( 16%) ] Loss: 6.0874 top1= 97.1591

=== Log global consensus distance @ E31B20 ===
consensus_distance=1203.783



=== Log clique consensus distance @ E31B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=4.861



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=9.6123 top1= 76.9431


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.4175 top1= 91.1258


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.4872 top1= 91.3562

Train epoch 32
[E32B0  |    448/60000 (  1%) ] Loss: 2.7697 top1= 96.0227

=== Log global consensus distance @ E32B0 ===
consensus_distance=1233.330



=== Log clique consensus distance @ E32B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=4.978


[E32B10 |   4928/60000 (  8%) ] Loss: 5.3909 top1= 95.7386

=== Log global consensus distance @ E32B10 ===
consensus_distance=1262.695



=== Log clique consensus distance @ E32B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=5.085


[E32B20 |   9408/60000 ( 16%) ] Loss: 3.4034 top1= 95.7386

=== Log global consensus distance @ E32B20 ===
consensus_distance=1292.026



=== Log clique consensus distance @ E32B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=5.200



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=6.8893 top1= 85.0861


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.4092 top1= 91.8870


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.4854 top1= 91.4163

Train epoch 33
[E33B0  |    448/60000 (  1%) ] Loss: 0.4922 top1= 96.8750

=== Log global consensus distance @ E33B0 ===
consensus_distance=1321.488



=== Log clique consensus distance @ E33B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=5.328


[E33B10 |   4928/60000 (  8%) ] Loss: 0.9057 top1= 96.8750

=== Log global consensus distance @ E33B10 ===
consensus_distance=1350.880



=== Log clique consensus distance @ E33B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=5.457


[E33B20 |   9408/60000 ( 16%) ] Loss: 0.6506 top1= 95.4545

=== Log global consensus distance @ E33B20 ===
consensus_distance=1380.255



=== Log clique consensus distance @ E33B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=5.568



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=9.5563 top1= 81.9712


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.4330 top1= 91.9471


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.4862 top1= 91.1058

Train epoch 34
[E34B0  |    448/60000 (  1%) ] Loss: 1.3830 top1= 94.3182

=== Log global consensus distance @ E34B0 ===
consensus_distance=1410.116



=== Log clique consensus distance @ E34B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=5.698


[E34B10 |   4928/60000 (  8%) ] Loss: 0.8574 top1= 97.1591

=== Log global consensus distance @ E34B10 ===
consensus_distance=1440.320



=== Log clique consensus distance @ E34B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=5.827


[E34B20 |   9408/60000 ( 16%) ] Loss: 1.2735 top1= 96.5909

=== Log global consensus distance @ E34B20 ===
consensus_distance=1470.609



=== Log clique consensus distance @ E34B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=5.942



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=11.9776 top1= 80.3586


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.4650 top1= 91.7368


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.4987 top1= 90.8053

Train epoch 35
[E35B0  |    448/60000 (  1%) ] Loss: 0.1022 top1= 96.0227

=== Log global consensus distance @ E35B0 ===
consensus_distance=1500.885



=== Log clique consensus distance @ E35B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=6.078


[E35B10 |   4928/60000 (  8%) ] Loss: 0.4794 top1= 96.3068

=== Log global consensus distance @ E35B10 ===
consensus_distance=1531.492



=== Log clique consensus distance @ E35B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=6.210


[E35B20 |   9408/60000 ( 16%) ] Loss: 0.9939 top1= 95.1705

=== Log global consensus distance @ E35B20 ===
consensus_distance=1562.573



=== Log clique consensus distance @ E35B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=6.327



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=12.2579 top1= 83.5637


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.4893 top1= 91.4563


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5501 top1= 91.1859

Train epoch 36
[E36B0  |    448/60000 (  1%) ] Loss: 0.3245 top1= 94.8864

=== Log global consensus distance @ E36B0 ===
consensus_distance=1594.108



=== Log clique consensus distance @ E36B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=6.456


[E36B10 |   4928/60000 (  8%) ] Loss: 1.5920 top1= 97.4432

=== Log global consensus distance @ E36B10 ===
consensus_distance=1625.778



=== Log clique consensus distance @ E36B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=6.574


[E36B20 |   9408/60000 ( 16%) ] Loss: 4.8685 top1= 95.1705

=== Log global consensus distance @ E36B20 ===
consensus_distance=1657.759



=== Log clique consensus distance @ E36B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=6.700



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=14.2031 top1= 84.1947


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.4982 top1= 91.4864


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5391 top1= 91.5164

Train epoch 37
[E37B0  |    448/60000 (  1%) ] Loss: 0.0597 top1= 98.0114

=== Log global consensus distance @ E37B0 ===
consensus_distance=1690.723



=== Log clique consensus distance @ E37B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=6.848


[E37B10 |   4928/60000 (  8%) ] Loss: 5.6496 top1= 95.7386

=== Log global consensus distance @ E37B10 ===
consensus_distance=1723.888



=== Log clique consensus distance @ E37B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=6.970


[E37B20 |   9408/60000 ( 16%) ] Loss: 0.1458 top1= 96.8750

=== Log global consensus distance @ E37B20 ===
consensus_distance=1757.788



=== Log clique consensus distance @ E37B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=7.090



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=14.5147 top1= 82.4018


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5234 top1= 91.7167


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5288 top1= 91.4663

Train epoch 38
[E38B0  |    448/60000 (  1%) ] Loss: 0.0613 top1= 96.8750

=== Log global consensus distance @ E38B0 ===
consensus_distance=1791.582



=== Log clique consensus distance @ E38B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=7.236


[E38B10 |   4928/60000 (  8%) ] Loss: 0.0613 top1= 98.2955

=== Log global consensus distance @ E38B10 ===
consensus_distance=1825.318



=== Log clique consensus distance @ E38B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=7.373


[E38B20 |   9408/60000 ( 16%) ] Loss: 0.7987 top1= 96.0227

=== Log global consensus distance @ E38B20 ===
consensus_distance=1859.532



=== Log clique consensus distance @ E38B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=7.510



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=22.9105 top1= 82.8425


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5251 top1= 92.2476


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5300 top1= 91.3261

Train epoch 39
[E39B0  |    448/60000 (  1%) ] Loss: 4.4639 top1= 96.3068

=== Log global consensus distance @ E39B0 ===
consensus_distance=1894.877



=== Log clique consensus distance @ E39B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=7.647


[E39B10 |   4928/60000 (  8%) ] Loss: 5.1205 top1= 95.1705

=== Log global consensus distance @ E39B10 ===
consensus_distance=1930.385



=== Log clique consensus distance @ E39B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=7.779


[E39B20 |   9408/60000 ( 16%) ] Loss: 3.3172 top1= 95.7386

=== Log global consensus distance @ E39B20 ===
consensus_distance=1966.308



=== Log clique consensus distance @ E39B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=7.929



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=15.1432 top1= 85.7472


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5450 top1= 91.8169


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5769 top1= 91.1158

Train epoch 40
[E40B0  |    448/60000 (  1%) ] Loss: 0.8519 top1= 97.1591

=== Log global consensus distance @ E40B0 ===
consensus_distance=2003.706



=== Log clique consensus distance @ E40B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=8.052


[E40B10 |   4928/60000 (  8%) ] Loss: 1.3832 top1= 96.3068

=== Log global consensus distance @ E40B10 ===
consensus_distance=2042.730



=== Log clique consensus distance @ E40B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=8.187


[E40B20 |   9408/60000 ( 16%) ] Loss: 4.4152 top1= 96.0227

=== Log global consensus distance @ E40B20 ===
consensus_distance=2083.186



=== Log clique consensus distance @ E40B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=8.345



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=25.7706 top1= 79.6174


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5474 top1= 91.7067


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.6087 top1= 91.2159

