
=== Start adding workers ===
=> Add worker SGDMWorker(index=0, momentum=0.0)
=> Add worker SGDMWorker(index=1, momentum=0.0)
=> Add worker SGDMWorker(index=2, momentum=0.0)
=> Add worker SGDMWorker(index=3, momentum=0.0)
=> Add worker SGDMWorker(index=4, momentum=0.0)
=> Add worker SGDMWorker(index=5, momentum=0.0)
=> Add worker SGDMWorker(index=6, momentum=0.0)
=> Add worker SGDMWorker(index=7, momentum=0.0)
=> Add worker SGDMWorker(index=8, momentum=0.0)
=> Add worker SGDMWorker(index=9, momentum=0.0)
=> Add worker SGDMWorker(index=10, momentum=0.0)
=> 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: 2.3094 top1=  7.9545

=== 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, 0, 1, 1], device='cuda:0')
Worker 2 has targets: tensor([1, 1, 1, 1, 1], device='cuda:0')
Worker 3 has targets: tensor([2, 2, 2, 2, 2], device='cuda:0')
Worker 4 has targets: tensor([3, 3, 2, 3, 3], device='cuda:0')
Worker 5 has targets: tensor([3, 3, 3, 3, 3], device='cuda:0')
Worker 6 has targets: tensor([4, 4, 4, 4, 4], device='cuda:0')
Worker 7 has targets: tensor([5, 5, 5, 5, 5], device='cuda:0')
Worker 8 has targets: tensor([6, 6, 5, 6, 6], device='cuda:0')
Worker 9 has targets: tensor([6, 6, 6, 6, 6], device='cuda:0')
Worker 10 has targets: tensor([7, 7, 7, 7, 7], device='cuda:0')
Worker 11 has targets: tensor([8, 8, 8, 8, 8], device='cuda:0')
Worker 12 has targets: tensor([9, 9, 8, 9, 9], device='cuda:0')
Worker 13 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 |   4928/60000 (  8%) ] Loss: 2.1783 top1= 26.7045

=== Log global consensus distance @ E1B10 ===
consensus_distance=0.002



=== Log clique consensus distance @ E1B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.002


[E 1B20 |   9408/60000 ( 16%) ] Loss: 2.0484 top1= 29.8295

=== Log global consensus distance @ E1B20 ===
consensus_distance=0.011



=== Log clique consensus distance @ E1B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.006



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.6708 top1= 10.2865


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2869 top1= 15.4347


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2981 top1= 11.6687

Train epoch 2
[E 2B0  |    448/60000 (  1%) ] Loss: 1.9586 top1= 34.0909

=== Log global consensus distance @ E2B0 ===
consensus_distance=0.024



=== Log clique consensus distance @ E2B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.013


[E 2B10 |   4928/60000 (  8%) ] Loss: 1.9062 top1= 30.9659

=== Log global consensus distance @ E2B10 ===
consensus_distance=0.041



=== Log clique consensus distance @ E2B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.023


[E 2B20 |   9408/60000 ( 16%) ] Loss: 1.8550 top1= 31.2500

=== Log global consensus distance @ E2B20 ===
consensus_distance=0.062



=== Log clique consensus distance @ E2B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.036



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=5.0328 top1= 10.2865


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3134 top1= 21.3041


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3324 top1= 10.3065

Train epoch 3
[E 3B0  |    448/60000 (  1%) ] Loss: 1.7860 top1= 35.7955

=== Log global consensus distance @ E3B0 ===
consensus_distance=0.089



=== Log clique consensus distance @ E3B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.053


[E 3B10 |   4928/60000 (  8%) ] Loss: 1.7324 top1= 37.2159

=== Log global consensus distance @ E3B10 ===
consensus_distance=0.120



=== Log clique consensus distance @ E3B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.073


[E 3B20 |   9408/60000 ( 16%) ] Loss: 1.6729 top1= 39.4886

=== Log global consensus distance @ E3B20 ===
consensus_distance=0.156



=== Log clique consensus distance @ E3B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.096



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=9.1281 top1= 10.2865


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3914 top1= 35.6871


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4032 top1= 11.7388

Train epoch 4
[E 4B0  |    448/60000 (  1%) ] Loss: 1.5984 top1= 46.5909

=== Log global consensus distance @ E4B0 ===
consensus_distance=0.197



=== Log clique consensus distance @ E4B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.122


[E 4B10 |   4928/60000 (  8%) ] Loss: 1.5481 top1= 48.8636

=== Log global consensus distance @ E4B10 ===
consensus_distance=0.243



=== Log clique consensus distance @ E4B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.150


[E 4B20 |   9408/60000 ( 16%) ] Loss: 1.4884 top1= 50.5682

=== Log global consensus distance @ E4B20 ===
consensus_distance=0.294



=== Log clique consensus distance @ E4B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.180



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=14.4808 top1= 10.2865


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5160 top1= 38.5617


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.5154 top1= 22.8666

Train epoch 5
[E 5B0  |    448/60000 (  1%) ] Loss: 1.4134 top1= 53.9773

=== Log global consensus distance @ E5B0 ===
consensus_distance=0.349



=== Log clique consensus distance @ E5B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.213


[E 5B10 |   4928/60000 (  8%) ] Loss: 1.3741 top1= 56.2500

=== Log global consensus distance @ E5B10 ===
consensus_distance=0.409



=== Log clique consensus distance @ E5B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.247


[E 5B20 |   9408/60000 ( 16%) ] Loss: 1.3227 top1= 56.5341

=== Log global consensus distance @ E5B20 ===
consensus_distance=0.473



=== Log clique consensus distance @ E5B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.282



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=21.1395 top1= 10.2865


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6747 top1= 38.5917


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.6639 top1= 29.9579

Train epoch 6
[E 6B0  |    448/60000 (  1%) ] Loss: 1.2557 top1= 60.2273

=== Log global consensus distance @ E6B0 ===
consensus_distance=0.541



=== Log clique consensus distance @ E6B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.319


[E 6B10 |   4928/60000 (  8%) ] Loss: 1.2288 top1= 60.2273

=== Log global consensus distance @ E6B10 ===
consensus_distance=0.613



=== Log clique consensus distance @ E6B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.355


[E 6B20 |   9408/60000 ( 16%) ] Loss: 1.1888 top1= 61.9318

=== Log global consensus distance @ E6B20 ===
consensus_distance=0.690



=== Log clique consensus distance @ E6B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.393



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=29.1591 top1= 10.2865


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.8499 top1= 38.6218


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.8272 top1= 32.0913

Train epoch 7
[E 7B0  |    448/60000 (  1%) ] Loss: 1.1286 top1= 65.0568

=== Log global consensus distance @ E7B0 ===
consensus_distance=0.771



=== Log clique consensus distance @ E7B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.432


[E 7B10 |   4928/60000 (  8%) ] Loss: 1.1080 top1= 64.7727

=== Log global consensus distance @ E7B10 ===
consensus_distance=0.855



=== Log clique consensus distance @ E7B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.471


[E 7B20 |   9408/60000 ( 16%) ] Loss: 1.0764 top1= 64.7727

=== Log global consensus distance @ E7B20 ===
consensus_distance=0.944



=== Log clique consensus distance @ E7B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.511



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=38.5876 top1= 10.2865


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.0333 top1= 38.6619


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.9951 top1= 33.0629

Train epoch 8
[E 8B0  |    448/60000 (  1%) ] Loss: 1.0215 top1= 68.7500

=== Log global consensus distance @ E8B0 ===
consensus_distance=1.038



=== Log clique consensus distance @ E8B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.554


[E 8B10 |   4928/60000 (  8%) ] Loss: 1.0035 top1= 69.0341

=== Log global consensus distance @ E8B10 ===
consensus_distance=1.135



=== Log clique consensus distance @ E8B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.595


[E 8B20 |   9408/60000 ( 16%) ] Loss: 0.9778 top1= 68.4659

=== Log global consensus distance @ E8B20 ===
consensus_distance=1.236



=== Log clique consensus distance @ E8B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.637



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=49.4830 top1= 10.2865


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.2258 top1= 38.8522


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.1692 top1= 33.9243

Train epoch 9
[E 9B0  |    448/60000 (  1%) ] Loss: 0.9277 top1= 71.3068

=== Log global consensus distance @ E9B0 ===
consensus_distance=1.342



=== Log clique consensus distance @ E9B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.682


[E 9B10 |   4928/60000 (  8%) ] Loss: 0.9102 top1= 73.5795

=== Log global consensus distance @ E9B10 ===
consensus_distance=1.451



=== Log clique consensus distance @ E9B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.726


[E 9B20 |   9408/60000 ( 16%) ] Loss: 0.8895 top1= 71.3068

=== Log global consensus distance @ E9B20 ===
consensus_distance=1.564



=== Log clique consensus distance @ E9B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.771



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=61.9105 top1= 10.2865


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.4292 top1= 39.4932


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.3515 top1= 34.9459

Train epoch 10
[E10B0  |    448/60000 (  1%) ] Loss: 0.8440 top1= 75.0000

=== Log global consensus distance @ E10B0 ===
consensus_distance=1.682



=== Log clique consensus distance @ E10B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.818


[E10B10 |   4928/60000 (  8%) ] Loss: 0.8263 top1= 76.9886

=== Log global consensus distance @ E10B10 ===
consensus_distance=1.803



=== Log clique consensus distance @ E10B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.864


[E10B20 |   9408/60000 ( 16%) ] Loss: 0.8098 top1= 73.8636

=== Log global consensus distance @ E10B20 ===
consensus_distance=1.928



=== Log clique consensus distance @ E10B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.911



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=75.9372 top1= 10.2865


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.6453 top1= 40.7552


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.5454 top1= 36.2680

Train epoch 11
[E11B0  |    448/60000 (  1%) ] Loss: 0.7692 top1= 77.8409

=== Log global consensus distance @ E11B0 ===
consensus_distance=2.058



=== Log clique consensus distance @ E11B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.960


[E11B10 |   4928/60000 (  8%) ] Loss: 0.7513 top1= 79.5455

=== Log global consensus distance @ E11B10 ===
consensus_distance=2.191



=== Log clique consensus distance @ E11B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.008


[E11B20 |   9408/60000 ( 16%) ] Loss: 0.7388 top1= 76.4205

=== Log global consensus distance @ E11B20 ===
consensus_distance=2.328



=== Log clique consensus distance @ E11B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.056



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=91.6268 top1= 10.2865


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.8746 top1= 42.1875


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.7538 top1= 37.5200

Train epoch 12
[E12B0  |    448/60000 (  1%) ] Loss: 0.7032 top1= 80.6818

=== Log global consensus distance @ E12B0 ===
consensus_distance=2.469



=== Log clique consensus distance @ E12B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.107


[E12B10 |   4928/60000 (  8%) ] Loss: 0.6852 top1= 81.8182

=== Log global consensus distance @ E12B10 ===
consensus_distance=2.613



=== Log clique consensus distance @ E12B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.155


[E12B20 |   9408/60000 ( 16%) ] Loss: 0.6755 top1= 79.8295

=== Log global consensus distance @ E12B20 ===
consensus_distance=2.761



=== Log clique consensus distance @ E12B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.204



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=109.0429 top1= 10.2865


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.1184 top1= 43.4495


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.9786 top1= 38.7520

Train epoch 13
[E13B0  |    448/60000 (  1%) ] Loss: 0.6458 top1= 82.6705

=== Log global consensus distance @ E13B0 ===
consensus_distance=2.914



=== Log clique consensus distance @ E13B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.257


[E13B10 |   4928/60000 (  8%) ] Loss: 0.6275 top1= 83.8068

=== Log global consensus distance @ E13B10 ===
consensus_distance=3.069



=== Log clique consensus distance @ E13B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.306


[E13B20 |   9408/60000 ( 16%) ] Loss: 0.6195 top1= 80.9659

=== Log global consensus distance @ E13B20 ===
consensus_distance=3.228



=== Log clique consensus distance @ E13B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.356



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=128.2471 top1= 10.2865


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.3758 top1= 44.4712


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.2192 top1= 39.7837

Train epoch 14
[E14B0  |    448/60000 (  1%) ] Loss: 0.5955 top1= 82.9545

=== Log global consensus distance @ E14B0 ===
consensus_distance=3.392



=== Log clique consensus distance @ E14B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.409


[E14B10 |   4928/60000 (  8%) ] Loss: 0.5768 top1= 85.7955

=== Log global consensus distance @ E14B10 ===
consensus_distance=3.558



=== Log clique consensus distance @ E14B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.459


[E14B20 |   9408/60000 ( 16%) ] Loss: 0.5699 top1= 84.0909

=== Log global consensus distance @ E14B20 ===
consensus_distance=3.727



=== Log clique consensus distance @ E14B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.509



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=149.2975 top1= 10.2865


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.6457 top1= 45.1222


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.4748 top1= 40.5749

Train epoch 15
[E15B0  |    448/60000 (  1%) ] Loss: 0.5515 top1= 83.8068

=== Log global consensus distance @ E15B0 ===
consensus_distance=3.902



=== Log clique consensus distance @ E15B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.563


[E15B10 |   4928/60000 (  8%) ] Loss: 0.5325 top1= 86.9318

=== Log global consensus distance @ E15B10 ===
consensus_distance=4.079



=== Log clique consensus distance @ E15B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.613


[E15B20 |   9408/60000 ( 16%) ] Loss: 0.5262 top1= 85.7955

=== Log global consensus distance @ E15B20 ===
consensus_distance=4.259



=== Log clique consensus distance @ E15B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.664



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=172.2510 top1= 10.2865


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.9292 top1= 45.6030


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.7454 top1= 41.2360

Train epoch 16
[E16B0  |    448/60000 (  1%) ] Loss: 0.5128 top1= 84.9432

=== Log global consensus distance @ E16B0 ===
consensus_distance=4.445



=== Log clique consensus distance @ E16B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.719


[E16B10 |   4928/60000 (  8%) ] Loss: 0.4939 top1= 88.3523

=== Log global consensus distance @ E16B10 ===
consensus_distance=4.632



=== Log clique consensus distance @ E16B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.770


[E16B20 |   9408/60000 ( 16%) ] Loss: 0.4880 top1= 86.3636

=== Log global consensus distance @ E16B20 ===
consensus_distance=4.823



=== Log clique consensus distance @ E16B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.822



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=197.1701 top1= 10.2865


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=5.2262 top1= 46.0337


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.0304 top1= 41.6366

Train epoch 17
[E17B0  |    448/60000 (  1%) ] Loss: 0.4787 top1= 86.9318

=== Log global consensus distance @ E17B0 ===
consensus_distance=5.019



=== Log clique consensus distance @ E17B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.878


[E17B10 |   4928/60000 (  8%) ] Loss: 0.4602 top1= 88.9205

=== Log global consensus distance @ E17B10 ===
consensus_distance=5.217



=== Log clique consensus distance @ E17B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.929


[E17B20 |   9408/60000 ( 16%) ] Loss: 0.4545 top1= 87.7841

=== Log global consensus distance @ E17B20 ===
consensus_distance=5.418



=== Log clique consensus distance @ E17B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.981



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=224.1222 top1= 10.2865


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=5.5374 top1= 46.3442


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.3286 top1= 42.0172

Train epoch 18
[E18B0  |    448/60000 (  1%) ] Loss: 0.4486 top1= 87.7841

=== Log global consensus distance @ E18B0 ===
consensus_distance=5.625



=== Log clique consensus distance @ E18B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.038


[E18B10 |   4928/60000 (  8%) ] Loss: 0.4302 top1= 89.2045

=== Log global consensus distance @ E18B10 ===
consensus_distance=5.832



=== Log clique consensus distance @ E18B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.089


[E18B20 |   9408/60000 ( 16%) ] Loss: 0.4243 top1= 88.6364

=== Log global consensus distance @ E18B20 ===
consensus_distance=6.044



=== Log clique consensus distance @ E18B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.141



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=253.1769 top1= 10.2865


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=5.8611 top1= 46.6046


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.6397 top1= 42.3077

Train epoch 19
[E19B0  |    448/60000 (  1%) ] Loss: 0.4214 top1= 88.6364

=== Log global consensus distance @ E19B0 ===
consensus_distance=6.261



=== Log clique consensus distance @ E19B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.198


[E19B10 |   4928/60000 (  8%) ] Loss: 0.4034 top1= 90.0568

=== Log global consensus distance @ E19B10 ===
consensus_distance=6.479



=== Log clique consensus distance @ E19B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.250


[E19B20 |   9408/60000 ( 16%) ] Loss: 0.3975 top1= 88.9205

=== Log global consensus distance @ E19B20 ===
consensus_distance=6.700



=== Log clique consensus distance @ E19B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.302



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=284.3973 top1= 10.2865


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=6.1974 top1= 46.8650


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.9627 top1= 42.5080

Train epoch 20
[E20B0  |    448/60000 (  1%) ] Loss: 0.3970 top1= 89.4886

=== Log global consensus distance @ E20B0 ===
consensus_distance=6.927



=== Log clique consensus distance @ E20B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.360


[E20B10 |   4928/60000 (  8%) ] Loss: 0.3794 top1= 90.3409

=== Log global consensus distance @ E20B10 ===
consensus_distance=7.155



=== Log clique consensus distance @ E20B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.412


[E20B20 |   9408/60000 ( 16%) ] Loss: 0.3736 top1= 89.7727

=== Log global consensus distance @ E20B20 ===
consensus_distance=7.386



=== Log clique consensus distance @ E20B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.464



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=317.8467 top1= 10.2865


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=6.5463 top1= 47.0453


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=6.2967 top1= 42.6282

Train epoch 21
[E21B0  |    448/60000 (  1%) ] Loss: 0.3747 top1= 89.7727

=== Log global consensus distance @ E21B0 ===
consensus_distance=7.624



=== Log clique consensus distance @ E21B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.522


[E21B10 |   4928/60000 (  8%) ] Loss: 0.3581 top1= 90.9091

=== Log global consensus distance @ E21B10 ===
consensus_distance=7.861



=== Log clique consensus distance @ E21B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.574


[E21B20 |   9408/60000 ( 16%) ] Loss: 0.3526 top1= 90.6250

=== Log global consensus distance @ E21B20 ===
consensus_distance=8.103



=== Log clique consensus distance @ E21B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.626



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=353.5891 top1= 10.2865


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=6.9075 top1= 47.0453


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=6.6416 top1= 42.6683

Train epoch 22
[E22B0  |    448/60000 (  1%) ] Loss: 0.3546 top1= 89.7727

=== Log global consensus distance @ E22B0 ===
consensus_distance=8.350



=== Log clique consensus distance @ E22B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.685


[E22B10 |   4928/60000 (  8%) ] Loss: 0.3391 top1= 91.7614

=== Log global consensus distance @ E22B10 ===
consensus_distance=8.598



=== Log clique consensus distance @ E22B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.736


[E22B20 |   9408/60000 ( 16%) ] Loss: 0.3342 top1= 90.9091

=== Log global consensus distance @ E22B20 ===
consensus_distance=8.849



=== Log clique consensus distance @ E22B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.789



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=391.6890 top1= 10.2865


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=7.2801 top1= 46.9852


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=6.9970 top1= 42.7584

Train epoch 23
[E23B0  |    448/60000 (  1%) ] Loss: 0.3365 top1= 90.0568

=== Log global consensus distance @ E23B0 ===
consensus_distance=9.106



=== Log clique consensus distance @ E23B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.847


[E23B10 |   4928/60000 (  8%) ] Loss: 0.3222 top1= 91.7614

=== Log global consensus distance @ E23B10 ===
consensus_distance=9.364



=== Log clique consensus distance @ E23B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.899


[E23B20 |   9408/60000 ( 16%) ] Loss: 0.3180 top1= 90.9091

=== Log global consensus distance @ E23B20 ===
consensus_distance=9.624



=== Log clique consensus distance @ E23B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.951



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=432.2158 top1= 10.2865


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=7.6633 top1= 46.9852


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=7.3618 top1= 42.8686

Train epoch 24
[E24B0  |    448/60000 (  1%) ] Loss: 0.3199 top1= 90.6250

=== Log global consensus distance @ E24B0 ===
consensus_distance=9.892



=== Log clique consensus distance @ E24B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.010


[E24B10 |   4928/60000 (  8%) ] Loss: 0.3074 top1= 92.0455

=== Log global consensus distance @ E24B10 ===
consensus_distance=10.159



=== Log clique consensus distance @ E24B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.061


[E24B20 |   9408/60000 ( 16%) ] Loss: 0.3037 top1= 91.1932

=== Log global consensus distance @ E24B20 ===
consensus_distance=10.429



=== Log clique consensus distance @ E24B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.112



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=475.2594 top1= 10.2865


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=8.0570 top1= 47.0252


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=7.7377 top1= 42.9688

Train epoch 25
[E25B0  |    448/60000 (  1%) ] Loss: 0.3049 top1= 91.1932

=== Log global consensus distance @ E25B0 ===
consensus_distance=10.707



=== Log clique consensus distance @ E25B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.172


[E25B10 |   4928/60000 (  8%) ] Loss: 0.2943 top1= 92.0455

=== Log global consensus distance @ E25B10 ===
consensus_distance=10.983



=== Log clique consensus distance @ E25B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.222


[E25B20 |   9408/60000 ( 16%) ] Loss: 0.2909 top1= 92.0455

=== Log global consensus distance @ E25B20 ===
consensus_distance=11.263



=== Log clique consensus distance @ E25B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.273



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=520.9097 top1= 10.2865


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=8.4604 top1= 47.0252


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=8.1249 top1= 43.0288

Train epoch 26
[E26B0  |    448/60000 (  1%) ] Loss: 0.2912 top1= 92.0455

=== Log global consensus distance @ E26B0 ===
consensus_distance=11.550



=== Log clique consensus distance @ E26B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.332


[E26B10 |   4928/60000 (  8%) ] Loss: 0.2822 top1= 92.3295

=== Log global consensus distance @ E26B10 ===
consensus_distance=11.835



=== Log clique consensus distance @ E26B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.382


[E26B20 |   9408/60000 ( 16%) ] Loss: 0.2791 top1= 92.3295

=== Log global consensus distance @ E26B20 ===
consensus_distance=12.125



=== Log clique consensus distance @ E26B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.432



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=569.2146 top1= 10.2865


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=8.8732 top1= 47.0453


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=8.5221 top1= 43.1190

Train epoch 27
[E27B0  |    448/60000 (  1%) ] Loss: 0.2783 top1= 92.3295

=== Log global consensus distance @ E27B0 ===
consensus_distance=12.422



=== Log clique consensus distance @ E27B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.491


[E27B10 |   4928/60000 (  8%) ] Loss: 0.2713 top1= 92.6136

=== Log global consensus distance @ E27B10 ===
consensus_distance=12.717



=== Log clique consensus distance @ E27B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.541


[E27B20 |   9408/60000 ( 16%) ] Loss: 0.2685 top1= 92.8977

=== Log global consensus distance @ E27B20 ===
consensus_distance=13.016



=== Log clique consensus distance @ E27B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.591



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=620.2387 top1= 10.2865


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=9.2945 top1= 47.0353


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=8.9286 top1= 43.1991

Train epoch 28
[E28B0  |    448/60000 (  1%) ] Loss: 0.2664 top1= 92.3295

=== Log global consensus distance @ E28B0 ===
consensus_distance=13.323



=== Log clique consensus distance @ E28B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.650


[E28B10 |   4928/60000 (  8%) ] Loss: 0.2618 top1= 93.4659

=== Log global consensus distance @ E28B10 ===
consensus_distance=13.627



=== Log clique consensus distance @ E28B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.699


[E28B20 |   9408/60000 ( 16%) ] Loss: 0.2592 top1= 92.8977

=== Log global consensus distance @ E28B20 ===
consensus_distance=13.936



=== Log clique consensus distance @ E28B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.749



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=674.0477 top1= 10.2865


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=9.7245 top1= 47.0152


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=9.3432 top1= 43.2091

Train epoch 29
[E29B0  |    448/60000 (  1%) ] Loss: 0.2556 top1= 92.8977

=== Log global consensus distance @ E29B0 ===
consensus_distance=14.253



=== Log clique consensus distance @ E29B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.808


[E29B10 |   4928/60000 (  8%) ] Loss: 0.2533 top1= 93.4659

=== Log global consensus distance @ E29B10 ===
consensus_distance=14.567



=== Log clique consensus distance @ E29B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.857


[E29B20 |   9408/60000 ( 16%) ] Loss: 0.2508 top1= 93.4659

=== Log global consensus distance @ E29B20 ===
consensus_distance=14.885



=== Log clique consensus distance @ E29B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.906



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=730.7208 top1= 10.2865


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=10.1633 top1= 46.8550


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=9.7658 top1= 43.2292

Train epoch 30
[E30B0  |    448/60000 (  1%) ] Loss: 0.2456 top1= 92.8977

=== Log global consensus distance @ E30B0 ===
consensus_distance=15.212



=== Log clique consensus distance @ E30B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.966


[E30B10 |   4928/60000 (  8%) ] Loss: 0.2457 top1= 93.7500

=== Log global consensus distance @ E30B10 ===
consensus_distance=15.535



=== Log clique consensus distance @ E30B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=4.013


[E30B20 |   9408/60000 ( 16%) ] Loss: 0.2432 top1= 93.4659

=== Log global consensus distance @ E30B20 ===
consensus_distance=15.863



=== Log clique consensus distance @ E30B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=4.063



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=790.3363 top1= 10.2865


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=10.6105 top1= 46.7548


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=10.1965 top1= 43.2692

Train epoch 31
[E31B0  |    448/60000 (  1%) ] Loss: 0.2366 top1= 93.4659

=== Log global consensus distance @ E31B0 ===
consensus_distance=16.199



=== Log clique consensus distance @ E31B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=4.122


[E31B10 |   4928/60000 (  8%) ] Loss: 0.2387 top1= 94.3182

=== Log global consensus distance @ E31B10 ===
consensus_distance=16.532



=== Log clique consensus distance @ E31B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=4.169


[E31B20 |   9408/60000 ( 16%) ] Loss: 0.2364 top1= 93.4659

=== Log global consensus distance @ E31B20 ===
consensus_distance=16.869



=== Log clique consensus distance @ E31B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=4.218



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=852.9698 top1= 10.2865


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=11.0653 top1= 46.6046


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=10.6347 top1= 43.2792

Train epoch 32
[E32B0  |    448/60000 (  1%) ] Loss: 0.2283 top1= 94.0341

=== Log global consensus distance @ E32B0 ===
consensus_distance=17.215



=== Log clique consensus distance @ E32B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=4.277


[E32B10 |   4928/60000 (  8%) ] Loss: 0.2323 top1= 94.0341

=== Log global consensus distance @ E32B10 ===
consensus_distance=17.557



=== Log clique consensus distance @ E32B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=4.324


[E32B20 |   9408/60000 ( 16%) ] Loss: 0.2302 top1= 94.0341

=== Log global consensus distance @ E32B20 ===
consensus_distance=17.904



=== Log clique consensus distance @ E32B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=4.372



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=918.6858 top1= 10.2865


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=11.5275 top1= 46.5244


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=11.0797 top1= 43.2993

Train epoch 33
[E33B0  |    448/60000 (  1%) ] Loss: 0.2205 top1= 94.6023

=== Log global consensus distance @ E33B0 ===
consensus_distance=18.260



=== Log clique consensus distance @ E33B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=4.432


[E33B10 |   4928/60000 (  8%) ] Loss: 0.2265 top1= 94.6023

=== Log global consensus distance @ E33B10 ===
consensus_distance=18.611



=== Log clique consensus distance @ E33B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=4.478


[E33B20 |   9408/60000 ( 16%) ] Loss: 0.2246 top1= 94.0341

=== Log global consensus distance @ E33B20 ===
consensus_distance=18.968



=== Log clique consensus distance @ E33B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=4.526



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=987.5679 top1= 10.2865


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=11.9975 top1= 46.4243


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=11.5310 top1= 43.2592

Train epoch 34
[E34B0  |    448/60000 (  1%) ] Loss: 0.2133 top1= 94.8864

=== Log global consensus distance @ E34B0 ===
consensus_distance=19.333



=== Log clique consensus distance @ E34B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=4.586


[E34B10 |   4928/60000 (  8%) ] Loss: 0.2212 top1= 94.6023

=== Log global consensus distance @ E34B10 ===
consensus_distance=19.694



=== Log clique consensus distance @ E34B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=4.631


[E34B20 |   9408/60000 ( 16%) ] Loss: 0.2195 top1= 94.3182

=== Log global consensus distance @ E34B20 ===
consensus_distance=20.060



=== Log clique consensus distance @ E34B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=4.679



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1059.6873 top1= 10.2865


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=12.4740 top1= 46.3742


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=11.9884 top1= 43.2792

Train epoch 35
[E35B0  |    448/60000 (  1%) ] Loss: 0.2067 top1= 95.4545

=== Log global consensus distance @ E35B0 ===
consensus_distance=20.435



=== Log clique consensus distance @ E35B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=4.739


[E35B10 |   4928/60000 (  8%) ] Loss: 0.2163 top1= 94.6023

=== Log global consensus distance @ E35B10 ===
consensus_distance=20.805



=== Log clique consensus distance @ E35B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=4.783


[E35B20 |   9408/60000 ( 16%) ] Loss: 0.2149 top1= 94.6023

=== Log global consensus distance @ E35B20 ===
consensus_distance=21.181



=== Log clique consensus distance @ E35B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=4.831



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1135.1229 top1= 10.2865


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=12.9570 top1= 46.2440


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=12.4519 top1= 43.2592

Train epoch 36
[E36B0  |    448/60000 (  1%) ] Loss: 0.2006 top1= 95.7386

=== Log global consensus distance @ E36B0 ===
consensus_distance=21.565



=== Log clique consensus distance @ E36B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=4.891


[E36B10 |   4928/60000 (  8%) ] Loss: 0.2117 top1= 94.8864

=== Log global consensus distance @ E36B10 ===
consensus_distance=21.945



=== Log clique consensus distance @ E36B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=4.935


[E36B20 |   9408/60000 ( 16%) ] Loss: 0.2107 top1= 94.6023

=== Log global consensus distance @ E36B20 ===
consensus_distance=22.330



=== Log clique consensus distance @ E36B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=4.982



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1213.9638 top1= 10.2865


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=13.4455 top1= 46.2139


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=12.9216 top1= 43.2792

Train epoch 37
[E37B0  |    448/60000 (  1%) ] Loss: 0.1950 top1= 96.0227

=== Log global consensus distance @ E37B0 ===
consensus_distance=22.724



=== Log clique consensus distance @ E37B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.042


[E37B10 |   4928/60000 (  8%) ] Loss: 0.2075 top1= 95.4545

=== Log global consensus distance @ E37B10 ===
consensus_distance=23.113



=== Log clique consensus distance @ E37B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.085


[E37B20 |   9408/60000 ( 16%) ] Loss: 0.2069 top1= 94.8864

=== Log global consensus distance @ E37B20 ===
consensus_distance=23.507



=== Log clique consensus distance @ E37B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.133



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1296.2952 top1= 10.2865


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=13.9402 top1= 46.1338


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=13.3970 top1= 43.3093

Train epoch 38
[E38B0  |    448/60000 (  1%) ] Loss: 0.1898 top1= 96.3068

=== Log global consensus distance @ E38B0 ===
consensus_distance=23.911



=== Log clique consensus distance @ E38B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.192


[E38B10 |   4928/60000 (  8%) ] Loss: 0.2036 top1= 95.4545

=== Log global consensus distance @ E38B10 ===
consensus_distance=24.309



=== Log clique consensus distance @ E38B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.235


[E38B20 |   9408/60000 ( 16%) ] Loss: 0.2036 top1= 94.8864

=== Log global consensus distance @ E38B20 ===
consensus_distance=24.713



=== Log clique consensus distance @ E38B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.282



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1382.2142 top1= 10.2865


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=14.4420 top1= 46.1639


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=13.8790 top1= 43.3093

Train epoch 39
[E39B0  |    448/60000 (  1%) ] Loss: 0.1849 top1= 96.0227

=== Log global consensus distance @ E39B0 ===
consensus_distance=25.127



=== Log clique consensus distance @ E39B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.341


[E39B10 |   4928/60000 (  8%) ] Loss: 0.2002 top1= 95.4545

=== Log global consensus distance @ E39B10 ===
consensus_distance=25.534



=== Log clique consensus distance @ E39B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.383


[E39B20 |   9408/60000 ( 16%) ] Loss: 0.2004 top1= 94.8864

=== Log global consensus distance @ E39B20 ===
consensus_distance=25.947



=== Log clique consensus distance @ E39B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.430



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1471.7955 top1= 10.2865


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=14.9502 top1= 46.1338


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=14.3667 top1= 43.2993

Train epoch 40
[E40B0  |    448/60000 (  1%) ] Loss: 0.1803 top1= 96.5909

=== Log global consensus distance @ E40B0 ===
consensus_distance=26.371



=== Log clique consensus distance @ E40B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.490


[E40B10 |   4928/60000 (  8%) ] Loss: 0.1969 top1= 95.4545

=== Log global consensus distance @ E40B10 ===
consensus_distance=26.787



=== Log clique consensus distance @ E40B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.531


[E40B20 |   9408/60000 ( 16%) ] Loss: 0.1975 top1= 95.1705

=== Log global consensus distance @ E40B20 ===
consensus_distance=27.210



=== Log clique consensus distance @ E40B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.578



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1565.1235 top1= 10.2865


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=15.4631 top1= 46.0537


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=14.8613 top1= 43.2993

