
=== 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: 2.2306 top1= 24.7159

=== Log global consensus distance @ E1B10 ===
consensus_distance=0.000



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


[E 1B20 |   9408/60000 ( 16%) ] Loss: 2.1901 top1= 29.5455

=== Log global consensus distance @ E1B20 ===
consensus_distance=0.001



=== Log clique consensus distance @ E1B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2805 top1= 23.0769


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2780 top1= 16.8770


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2868 top1= 18.8401

Train epoch 2
[E 2B0  |    448/60000 (  1%) ] Loss: 2.1296 top1= 44.3182

=== Log global consensus distance @ E2B0 ===
consensus_distance=0.002



=== Log clique consensus distance @ E2B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007


[E 2B10 |   4928/60000 (  8%) ] Loss: 2.0830 top1= 45.4545

=== Log global consensus distance @ E2B10 ===
consensus_distance=0.002



=== Log clique consensus distance @ E2B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.010


[E 2B20 |   9408/60000 ( 16%) ] Loss: 2.0470 top1= 47.4432

=== Log global consensus distance @ E2B20 ===
consensus_distance=0.003



=== Log clique consensus distance @ E2B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.012



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2572 top1= 23.0970


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2587 top1= 23.3373


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2713 top1= 29.2268

Train epoch 3
[E 3B0  |    448/60000 (  1%) ] Loss: 1.9821 top1= 56.2500

=== Log global consensus distance @ E3B0 ===
consensus_distance=0.003



=== Log clique consensus distance @ E3B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.014


[E 3B10 |   4928/60000 (  8%) ] Loss: 1.9337 top1= 56.5341

=== Log global consensus distance @ E3B10 ===
consensus_distance=0.004



=== Log clique consensus distance @ E3B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.017


[E 3B20 |   9408/60000 ( 16%) ] Loss: 1.8993 top1= 56.8182

=== Log global consensus distance @ E3B20 ===
consensus_distance=0.004



=== Log clique consensus distance @ E3B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.019



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2321 top1= 22.4860


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2454 top1= 27.5641


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2545 top1= 34.2248

Train epoch 4
[E 4B0  |    448/60000 (  1%) ] Loss: 1.8351 top1= 59.3750

=== Log global consensus distance @ E4B0 ===
consensus_distance=0.005



=== Log clique consensus distance @ E4B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.021


[E 4B10 |   4928/60000 (  8%) ] Loss: 1.7894 top1= 60.7955

=== Log global consensus distance @ E4B10 ===
consensus_distance=0.005



=== Log clique consensus distance @ E4B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.022


[E 4B20 |   9408/60000 ( 16%) ] Loss: 1.7555 top1= 60.7955

=== Log global consensus distance @ E4B20 ===
consensus_distance=0.006



=== Log clique consensus distance @ E4B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.024



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2050 top1= 22.4659


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2320 top1= 33.2833


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2374 top1= 36.6486

Train epoch 5
[E 5B0  |    448/60000 (  1%) ] Loss: 1.6911 top1= 61.6477

=== Log global consensus distance @ E5B0 ===
consensus_distance=0.006



=== Log clique consensus distance @ E5B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.025


[E 5B10 |   4928/60000 (  8%) ] Loss: 1.6457 top1= 66.1932

=== Log global consensus distance @ E5B10 ===
consensus_distance=0.006



=== Log clique consensus distance @ E5B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.027


[E 5B20 |   9408/60000 ( 16%) ] Loss: 1.6112 top1= 65.6250

=== Log global consensus distance @ E5B20 ===
consensus_distance=0.007



=== Log clique consensus distance @ E5B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.028



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1732 top1= 23.5978


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2152 top1= 37.3498


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2203 top1= 38.2712

Train epoch 6
[E 6B0  |    448/60000 (  1%) ] Loss: 1.5459 top1= 66.1932

=== Log global consensus distance @ E6B0 ===
consensus_distance=0.007



=== Log clique consensus distance @ E6B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.029


[E 6B10 |   4928/60000 (  8%) ] Loss: 1.5011 top1= 70.4545

=== Log global consensus distance @ E6B10 ===
consensus_distance=0.007



=== Log clique consensus distance @ E6B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.030


[E 6B20 |   9408/60000 ( 16%) ] Loss: 1.4661 top1= 69.0341

=== Log global consensus distance @ E6B20 ===
consensus_distance=0.007



=== Log clique consensus distance @ E6B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.031



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1341 top1= 28.0148


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1914 top1= 40.9756


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1995 top1= 39.3029

Train epoch 7
[E 7B0  |    448/60000 (  1%) ] Loss: 1.4021 top1= 71.3068

=== Log global consensus distance @ E7B0 ===
consensus_distance=0.008



=== Log clique consensus distance @ E7B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.032


[E 7B10 |   4928/60000 (  8%) ] Loss: 1.3588 top1= 73.0114

=== Log global consensus distance @ E7B10 ===
consensus_distance=0.008



=== Log clique consensus distance @ E7B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.033


[E 7B20 |   9408/60000 ( 16%) ] Loss: 1.3232 top1= 71.5909

=== Log global consensus distance @ E7B20 ===
consensus_distance=0.008



=== Log clique consensus distance @ E7B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.033



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.0862 top1= 37.2696


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1600 top1= 43.2792


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1724 top1= 40.1643

Train epoch 8
[E 8B0  |    448/60000 (  1%) ] Loss: 1.2625 top1= 75.2841

=== Log global consensus distance @ E8B0 ===
consensus_distance=0.008



=== Log clique consensus distance @ E8B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.033


[E 8B10 |   4928/60000 (  8%) ] Loss: 1.2207 top1= 75.5682

=== Log global consensus distance @ E8B10 ===
consensus_distance=0.008



=== Log clique consensus distance @ E8B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.033


[E 8B20 |   9408/60000 ( 16%) ] Loss: 1.1858 top1= 73.8636

=== Log global consensus distance @ E8B20 ===
consensus_distance=0.008



=== Log clique consensus distance @ E8B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.033



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.0303 top1= 44.6014


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1210 top1= 44.7416


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1381 top1= 41.0857

Train epoch 9
[E 9B0  |    448/60000 (  1%) ] Loss: 1.1306 top1= 79.5455

=== Log global consensus distance @ E9B0 ===
consensus_distance=0.008



=== Log clique consensus distance @ E9B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.033


[E 9B10 |   4928/60000 (  8%) ] Loss: 1.0908 top1= 80.1136

=== Log global consensus distance @ E9B10 ===
consensus_distance=0.008



=== Log clique consensus distance @ E9B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.033


[E 9B20 |   9408/60000 ( 16%) ] Loss: 1.0576 top1= 78.6932

=== Log global consensus distance @ E9B20 ===
consensus_distance=0.008



=== Log clique consensus distance @ E9B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.033



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.9703 top1= 49.2388


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0766 top1= 45.8133


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0974 top1= 42.8486

Train epoch 10
[E10B0  |    448/60000 (  1%) ] Loss: 1.0103 top1= 81.5341

=== Log global consensus distance @ E10B0 ===
consensus_distance=0.008



=== Log clique consensus distance @ E10B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.032


[E10B10 |   4928/60000 (  8%) ] Loss: 0.9727 top1= 80.9659

=== Log global consensus distance @ E10B10 ===
consensus_distance=0.007



=== Log clique consensus distance @ E10B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.032


[E10B20 |   9408/60000 ( 16%) ] Loss: 0.9417 top1= 80.6818

=== Log global consensus distance @ E10B20 ===
consensus_distance=0.007



=== Log clique consensus distance @ E10B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.031



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.9102 top1= 52.3538


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0302 top1= 46.5445


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0531 top1= 47.5861

Train epoch 11
[E11B0  |    448/60000 (  1%) ] Loss: 0.9033 top1= 83.2386

=== Log global consensus distance @ E11B0 ===
consensus_distance=0.007



=== Log clique consensus distance @ E11B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.031


[E11B10 |   4928/60000 (  8%) ] Loss: 0.8677 top1= 84.3750

=== Log global consensus distance @ E11B10 ===
consensus_distance=0.007



=== Log clique consensus distance @ E11B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.030


[E11B20 |   9408/60000 ( 16%) ] Loss: 0.8388 top1= 82.9545

=== Log global consensus distance @ E11B20 ===
consensus_distance=0.007



=== Log clique consensus distance @ E11B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.029



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8528 top1= 55.2183


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9841 top1= 46.9852


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0081 top1= 51.2520

Train epoch 12
[E12B0  |    448/60000 (  1%) ] Loss: 0.8097 top1= 85.2273

=== Log global consensus distance @ E12B0 ===
consensus_distance=0.007



=== Log clique consensus distance @ E12B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.029


[E12B10 |   4928/60000 (  8%) ] Loss: 0.7760 top1= 86.6477

=== Log global consensus distance @ E12B10 ===
consensus_distance=0.007



=== Log clique consensus distance @ E12B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.028


[E12B20 |   9408/60000 ( 16%) ] Loss: 0.7487 top1= 85.2273

=== Log global consensus distance @ E12B20 ===
consensus_distance=0.006



=== Log clique consensus distance @ E12B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.027



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8007 top1= 57.8626


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9411 top1= 47.3257


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.9654 top1= 53.4255

Train epoch 13
[E13B0  |    448/60000 (  1%) ] Loss: 0.7287 top1= 87.5000

=== Log global consensus distance @ E13B0 ===
consensus_distance=0.006



=== Log clique consensus distance @ E13B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.027


[E13B10 |   4928/60000 (  8%) ] Loss: 0.6971 top1= 88.0682

=== Log global consensus distance @ E13B10 ===
consensus_distance=0.006



=== Log clique consensus distance @ E13B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.026


[E13B20 |   9408/60000 ( 16%) ] Loss: 0.6706 top1= 87.5000

=== Log global consensus distance @ E13B20 ===
consensus_distance=0.006



=== Log clique consensus distance @ E13B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.025



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.7550 top1= 60.1663


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9021 top1= 48.1470


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.9263 top1= 55.2183

Train epoch 14
[E14B0  |    448/60000 (  1%) ] Loss: 0.6596 top1= 88.6364

=== Log global consensus distance @ E14B0 ===
consensus_distance=0.006



=== Log clique consensus distance @ E14B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.024


[E14B10 |   4928/60000 (  8%) ] Loss: 0.6299 top1= 89.4886

=== Log global consensus distance @ E14B10 ===
consensus_distance=0.006



=== Log clique consensus distance @ E14B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.024


[E14B20 |   9408/60000 ( 16%) ] Loss: 0.6040 top1= 88.3523

=== Log global consensus distance @ E14B20 ===
consensus_distance=0.005



=== Log clique consensus distance @ E14B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.023



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.7165 top1= 61.8590


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8686 top1= 49.4291


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.8920 top1= 56.4403

Train epoch 15
[E15B0  |    448/60000 (  1%) ] Loss: 0.6012 top1= 90.0568

=== Log global consensus distance @ E15B0 ===
consensus_distance=0.005



=== Log clique consensus distance @ E15B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.023


[E15B10 |   4928/60000 (  8%) ] Loss: 0.5732 top1= 89.7727

=== Log global consensus distance @ E15B10 ===
consensus_distance=0.005



=== Log clique consensus distance @ E15B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.022


[E15B20 |   9408/60000 ( 16%) ] Loss: 0.5477 top1= 88.9205

=== Log global consensus distance @ E15B20 ===
consensus_distance=0.005



=== Log clique consensus distance @ E15B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.021



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.6863 top1= 63.4716


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8412 top1= 51.1619


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.8635 top1= 57.4820

Train epoch 16
[E16B0  |    448/60000 (  1%) ] Loss: 0.5515 top1= 90.0568

=== Log global consensus distance @ E16B0 ===
consensus_distance=0.005



=== Log clique consensus distance @ E16B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.021


[E16B10 |   4928/60000 (  8%) ] Loss: 0.5250 top1= 90.3409

=== Log global consensus distance @ E16B10 ===
consensus_distance=0.005



=== Log clique consensus distance @ E16B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.020


[E16B20 |   9408/60000 ( 16%) ] Loss: 0.5001 top1= 89.7727

=== Log global consensus distance @ E16B20 ===
consensus_distance=0.005



=== Log clique consensus distance @ E16B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.019



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.6648 top1= 64.8438


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8190 top1= 52.9247


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.8410 top1= 58.3934

Train epoch 17
[E17B0  |    448/60000 (  1%) ] Loss: 0.5093 top1= 90.3409

=== Log global consensus distance @ E17B0 ===
consensus_distance=0.004



=== Log clique consensus distance @ E17B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.019


[E17B10 |   4928/60000 (  8%) ] Loss: 0.4836 top1= 90.6250

=== Log global consensus distance @ E17B10 ===
consensus_distance=0.004



=== Log clique consensus distance @ E17B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.019


[E17B20 |   9408/60000 ( 16%) ] Loss: 0.4595 top1= 90.3409

=== Log global consensus distance @ E17B20 ===
consensus_distance=0.004



=== Log clique consensus distance @ E17B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.018



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.6495 top1= 65.9455


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8014 top1= 54.5172


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.8248 top1= 59.3550

Train epoch 18
[E18B0  |    448/60000 (  1%) ] Loss: 0.4730 top1= 91.1932

=== Log global consensus distance @ E18B0 ===
consensus_distance=0.004



=== Log clique consensus distance @ E18B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.018


[E18B10 |   4928/60000 (  8%) ] Loss: 0.4483 top1= 90.9091

=== Log global consensus distance @ E18B10 ===
consensus_distance=0.004



=== Log clique consensus distance @ E18B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.017


[E18B20 |   9408/60000 ( 16%) ] Loss: 0.4250 top1= 90.9091

=== Log global consensus distance @ E18B20 ===
consensus_distance=0.004



=== Log clique consensus distance @ E18B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.017



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.6390 top1= 66.8069


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7866 top1= 55.9395


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.8141 top1= 60.2764

Train epoch 19
[E19B0  |    448/60000 (  1%) ] Loss: 0.4418 top1= 92.0455

=== Log global consensus distance @ E19B0 ===
consensus_distance=0.004



=== Log clique consensus distance @ E19B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.017


[E19B10 |   4928/60000 (  8%) ] Loss: 0.4180 top1= 91.1932

=== Log global consensus distance @ E19B10 ===
consensus_distance=0.004



=== Log clique consensus distance @ E19B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.016


[E19B20 |   9408/60000 ( 16%) ] Loss: 0.3957 top1= 92.0455

=== Log global consensus distance @ E19B20 ===
consensus_distance=0.004



=== Log clique consensus distance @ E19B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.016



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.6328 top1= 67.4880


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7754 top1= 57.4319


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.8077 top1= 61.1779

Train epoch 20
[E20B0  |    448/60000 (  1%) ] Loss: 0.4149 top1= 91.4773

=== Log global consensus distance @ E20B0 ===
consensus_distance=0.004



=== Log clique consensus distance @ E20B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.016


[E20B10 |   4928/60000 (  8%) ] Loss: 0.3920 top1= 92.0455

=== Log global consensus distance @ E20B10 ===
consensus_distance=0.004



=== Log clique consensus distance @ E20B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.015


[E20B20 |   9408/60000 ( 16%) ] Loss: 0.3705 top1= 92.3295

=== Log global consensus distance @ E20B20 ===
consensus_distance=0.003



=== Log clique consensus distance @ E20B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.015



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.6303 top1= 68.0188


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7676 top1= 58.8341


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.8047 top1= 62.0693

Train epoch 21
[E21B0  |    448/60000 (  1%) ] Loss: 0.3915 top1= 92.0455

=== Log global consensus distance @ E21B0 ===
consensus_distance=0.003



=== Log clique consensus distance @ E21B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.015


[E21B10 |   4928/60000 (  8%) ] Loss: 0.3693 top1= 92.6136

=== Log global consensus distance @ E21B10 ===
consensus_distance=0.003



=== Log clique consensus distance @ E21B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.014


[E21B20 |   9408/60000 ( 16%) ] Loss: 0.3487 top1= 92.8977

=== Log global consensus distance @ E21B20 ===
consensus_distance=0.003



=== Log clique consensus distance @ E21B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.014



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.6307 top1= 68.5597


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7622 top1= 59.9559


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.8049 top1= 62.7404

Train epoch 22
[E22B0  |    448/60000 (  1%) ] Loss: 0.3709 top1= 92.0455

=== Log global consensus distance @ E22B0 ===
consensus_distance=0.003



=== Log clique consensus distance @ E22B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.014


[E22B10 |   4928/60000 (  8%) ] Loss: 0.3492 top1= 92.8977

=== Log global consensus distance @ E22B10 ===
consensus_distance=0.003



=== Log clique consensus distance @ E22B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.013


[E22B20 |   9408/60000 ( 16%) ] Loss: 0.3297 top1= 93.4659

=== Log global consensus distance @ E22B20 ===
consensus_distance=0.003



=== Log clique consensus distance @ E22B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.013



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.6334 top1= 68.8702


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7592 top1= 60.8874


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.8076 top1= 63.3213

Train epoch 23
[E23B0  |    448/60000 (  1%) ] Loss: 0.3528 top1= 92.0455

=== Log global consensus distance @ E23B0 ===
consensus_distance=0.003



=== Log clique consensus distance @ E23B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.013


[E23B10 |   4928/60000 (  8%) ] Loss: 0.3317 top1= 93.1818

=== Log global consensus distance @ E23B10 ===
consensus_distance=0.003



=== Log clique consensus distance @ E23B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.013


[E23B20 |   9408/60000 ( 16%) ] Loss: 0.3131 top1= 93.4659

=== Log global consensus distance @ E23B20 ===
consensus_distance=0.003



=== Log clique consensus distance @ E23B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.012



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.6380 top1= 69.2107


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7583 top1= 61.8890


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.8123 top1= 63.9022

Train epoch 24
[E24B0  |    448/60000 (  1%) ] Loss: 0.3368 top1= 92.3295

=== Log global consensus distance @ E24B0 ===
consensus_distance=0.003



=== Log clique consensus distance @ E24B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.012


[E24B10 |   4928/60000 (  8%) ] Loss: 0.3162 top1= 93.4659

=== Log global consensus distance @ E24B10 ===
consensus_distance=0.003



=== Log clique consensus distance @ E24B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.012


[E24B20 |   9408/60000 ( 16%) ] Loss: 0.2984 top1= 93.4659

=== Log global consensus distance @ E24B20 ===
consensus_distance=0.003



=== Log clique consensus distance @ E24B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.012



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.6441 top1= 69.5613


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7588 top1= 62.6002


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.8187 top1= 64.3730

Train epoch 25
[E25B0  |    448/60000 (  1%) ] Loss: 0.3223 top1= 92.3295

=== Log global consensus distance @ E25B0 ===
consensus_distance=0.003



=== Log clique consensus distance @ E25B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.012


[E25B10 |   4928/60000 (  8%) ] Loss: 0.3022 top1= 93.4659

=== Log global consensus distance @ E25B10 ===
consensus_distance=0.003



=== Log clique consensus distance @ E25B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.012


[E25B20 |   9408/60000 ( 16%) ] Loss: 0.2856 top1= 93.1818

=== Log global consensus distance @ E25B20 ===
consensus_distance=0.003



=== Log clique consensus distance @ E25B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.011



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.6515 top1= 69.8518


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7608 top1= 63.2111


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.8261 top1= 64.8938

Train epoch 26
[E26B0  |    448/60000 (  1%) ] Loss: 0.3093 top1= 92.3295

=== Log global consensus distance @ E26B0 ===
consensus_distance=0.003



=== Log clique consensus distance @ E26B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.011


[E26B10 |   4928/60000 (  8%) ] Loss: 0.2898 top1= 93.4659

=== Log global consensus distance @ E26B10 ===
consensus_distance=0.003



=== Log clique consensus distance @ E26B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.011


[E26B20 |   9408/60000 ( 16%) ] Loss: 0.2741 top1= 93.4659

=== Log global consensus distance @ E26B20 ===
consensus_distance=0.003



=== Log clique consensus distance @ E26B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.011



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.6597 top1= 70.1723


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7639 top1= 63.9423


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.8344 top1= 65.3145

Train epoch 27
[E27B0  |    448/60000 (  1%) ] Loss: 0.2976 top1= 92.3295

=== Log global consensus distance @ E27B0 ===
consensus_distance=0.003



=== Log clique consensus distance @ E27B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.011


[E27B10 |   4928/60000 (  8%) ] Loss: 0.2787 top1= 93.7500

=== Log global consensus distance @ E27B10 ===
consensus_distance=0.002



=== Log clique consensus distance @ E27B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.011


[E27B20 |   9408/60000 ( 16%) ] Loss: 0.2638 top1= 93.4659

=== Log global consensus distance @ E27B20 ===
consensus_distance=0.002



=== Log clique consensus distance @ E27B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.010



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.6686 top1= 70.4728


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7682 top1= 64.5633


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.8434 top1= 65.7752

Train epoch 28
[E28B0  |    448/60000 (  1%) ] Loss: 0.2870 top1= 92.6136

=== Log global consensus distance @ E28B0 ===
consensus_distance=0.002



=== Log clique consensus distance @ E28B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.011


[E28B10 |   4928/60000 (  8%) ] Loss: 0.2686 top1= 93.7500

=== Log global consensus distance @ E28B10 ===
consensus_distance=0.002



=== Log clique consensus distance @ E28B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.010


[E28B20 |   9408/60000 ( 16%) ] Loss: 0.2546 top1= 93.4659

=== Log global consensus distance @ E28B20 ===
consensus_distance=0.002



=== Log clique consensus distance @ E28B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.010



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.6781 top1= 70.7732


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7730 top1= 64.9239


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.8531 top1= 66.2059

Train epoch 29
[E29B0  |    448/60000 (  1%) ] Loss: 0.2772 top1= 92.6136

=== Log global consensus distance @ E29B0 ===
consensus_distance=0.002



=== Log clique consensus distance @ E29B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.010


[E29B10 |   4928/60000 (  8%) ] Loss: 0.2594 top1= 93.7500

=== Log global consensus distance @ E29B10 ===
consensus_distance=0.002



=== Log clique consensus distance @ E29B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.010


[E29B20 |   9408/60000 ( 16%) ] Loss: 0.2463 top1= 93.4659

=== Log global consensus distance @ E29B20 ===
consensus_distance=0.002



=== Log clique consensus distance @ E29B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.010



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.6881 top1= 70.9235


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7787 top1= 65.3846


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.8633 top1= 66.5565

Train epoch 30
[E30B0  |    448/60000 (  1%) ] Loss: 0.2684 top1= 92.8977

=== Log global consensus distance @ E30B0 ===
consensus_distance=0.002



=== Log clique consensus distance @ E30B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.010


[E30B10 |   4928/60000 (  8%) ] Loss: 0.2510 top1= 94.0341

=== Log global consensus distance @ E30B10 ===
consensus_distance=0.002



=== Log clique consensus distance @ E30B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.010


[E30B20 |   9408/60000 ( 16%) ] Loss: 0.2389 top1= 93.7500

=== Log global consensus distance @ E30B20 ===
consensus_distance=0.002



=== Log clique consensus distance @ E30B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.009



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.6985 top1= 71.1639


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7851 top1= 65.6951


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.8740 top1= 66.8670

Train epoch 31
[E31B0  |    448/60000 (  1%) ] Loss: 0.2602 top1= 93.4659

=== Log global consensus distance @ E31B0 ===
consensus_distance=0.002



=== Log clique consensus distance @ E31B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.010


[E31B10 |   4928/60000 (  8%) ] Loss: 0.2433 top1= 94.3182

=== Log global consensus distance @ E31B10 ===
consensus_distance=0.002



=== Log clique consensus distance @ E31B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.009


[E31B20 |   9408/60000 ( 16%) ] Loss: 0.2321 top1= 93.7500

=== Log global consensus distance @ E31B20 ===
consensus_distance=0.002



=== Log clique consensus distance @ E31B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.009



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.7093 top1= 71.2841


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7922 top1= 66.1058


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.8848 top1= 67.1875

Train epoch 32
[E32B0  |    448/60000 (  1%) ] Loss: 0.2527 top1= 93.7500

=== Log global consensus distance @ E32B0 ===
consensus_distance=0.002



=== Log clique consensus distance @ E32B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.009


[E32B10 |   4928/60000 (  8%) ] Loss: 0.2364 top1= 94.6023

=== Log global consensus distance @ E32B10 ===
consensus_distance=0.002



=== Log clique consensus distance @ E32B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.009


[E32B20 |   9408/60000 ( 16%) ] Loss: 0.2260 top1= 93.7500

=== Log global consensus distance @ E32B20 ===
consensus_distance=0.002



=== Log clique consensus distance @ E32B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.009



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.7203 top1= 71.4543


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7996 top1= 66.3662


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.8962 top1= 67.3878

Train epoch 33
[E33B0  |    448/60000 (  1%) ] Loss: 0.2457 top1= 93.7500

=== Log global consensus distance @ E33B0 ===
consensus_distance=0.002



=== Log clique consensus distance @ E33B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.009


[E33B10 |   4928/60000 (  8%) ] Loss: 0.2300 top1= 94.6023

=== Log global consensus distance @ E33B10 ===
consensus_distance=0.002



=== Log clique consensus distance @ E33B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.009


[E33B20 |   9408/60000 ( 16%) ] Loss: 0.2204 top1= 94.3182

=== Log global consensus distance @ E33B20 ===
consensus_distance=0.002



=== Log clique consensus distance @ E33B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.009



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.7315 top1= 71.5946


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8074 top1= 66.7368


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.9076 top1= 67.6883

Train epoch 34
[E34B0  |    448/60000 (  1%) ] Loss: 0.2392 top1= 93.7500

=== Log global consensus distance @ E34B0 ===
consensus_distance=0.002



=== Log clique consensus distance @ E34B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.009


[E34B10 |   4928/60000 (  8%) ] Loss: 0.2241 top1= 94.6023

=== Log global consensus distance @ E34B10 ===
consensus_distance=0.002



=== Log clique consensus distance @ E34B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.009


[E34B20 |   9408/60000 ( 16%) ] Loss: 0.2153 top1= 94.3182

=== Log global consensus distance @ E34B20 ===
consensus_distance=0.002



=== Log clique consensus distance @ E34B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.008



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.7427 top1= 71.7448


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8152 top1= 67.0072


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.9190 top1= 67.8986

Train epoch 35
[E35B0  |    448/60000 (  1%) ] Loss: 0.2332 top1= 93.7500

=== Log global consensus distance @ E35B0 ===
consensus_distance=0.002



=== Log clique consensus distance @ E35B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.009


[E35B10 |   4928/60000 (  8%) ] Loss: 0.2186 top1= 94.8864

=== Log global consensus distance @ E35B10 ===
consensus_distance=0.002



=== Log clique consensus distance @ E35B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.008


[E35B20 |   9408/60000 ( 16%) ] Loss: 0.2107 top1= 94.3182

=== Log global consensus distance @ E35B20 ===
consensus_distance=0.002



=== Log clique consensus distance @ E35B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.008



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.7539 top1= 71.8650


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8235 top1= 67.3177


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.9303 top1= 68.1490

Train epoch 36
[E36B0  |    448/60000 (  1%) ] Loss: 0.2275 top1= 93.7500

=== Log global consensus distance @ E36B0 ===
consensus_distance=0.002



=== Log clique consensus distance @ E36B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.008


[E36B10 |   4928/60000 (  8%) ] Loss: 0.2136 top1= 94.8864

=== Log global consensus distance @ E36B10 ===
consensus_distance=0.002



=== Log clique consensus distance @ E36B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.008


[E36B20 |   9408/60000 ( 16%) ] Loss: 0.2063 top1= 94.3182

=== Log global consensus distance @ E36B20 ===
consensus_distance=0.002



=== Log clique consensus distance @ E36B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.008



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.7652 top1= 72.0353


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8318 top1= 67.6282


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.9417 top1= 68.3594

Train epoch 37
[E37B0  |    448/60000 (  1%) ] Loss: 0.2221 top1= 93.7500

=== Log global consensus distance @ E37B0 ===
consensus_distance=0.002



=== Log clique consensus distance @ E37B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.008


[E37B10 |   4928/60000 (  8%) ] Loss: 0.2088 top1= 94.8864

=== Log global consensus distance @ E37B10 ===
consensus_distance=0.002



=== Log clique consensus distance @ E37B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.008


[E37B20 |   9408/60000 ( 16%) ] Loss: 0.2024 top1= 94.3182

=== Log global consensus distance @ E37B20 ===
consensus_distance=0.002



=== Log clique consensus distance @ E37B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.008



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.7764 top1= 72.1955


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8404 top1= 67.8385


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.9532 top1= 68.5296

Train epoch 38
[E38B0  |    448/60000 (  1%) ] Loss: 0.2170 top1= 93.7500

=== Log global consensus distance @ E38B0 ===
consensus_distance=0.002



=== Log clique consensus distance @ E38B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.008


[E38B10 |   4928/60000 (  8%) ] Loss: 0.2044 top1= 94.8864

=== Log global consensus distance @ E38B10 ===
consensus_distance=0.002



=== Log clique consensus distance @ E38B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.008


[E38B20 |   9408/60000 ( 16%) ] Loss: 0.1987 top1= 94.3182

=== Log global consensus distance @ E38B20 ===
consensus_distance=0.002



=== Log clique consensus distance @ E38B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.008



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.7878 top1= 72.3658


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8490 top1= 68.0288


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.9648 top1= 68.7300

Train epoch 39
[E39B0  |    448/60000 (  1%) ] Loss: 0.2123 top1= 93.7500

=== Log global consensus distance @ E39B0 ===
consensus_distance=0.002



=== Log clique consensus distance @ E39B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.008


[E39B10 |   4928/60000 (  8%) ] Loss: 0.2003 top1= 94.8864

=== Log global consensus distance @ E39B10 ===
consensus_distance=0.002



=== Log clique consensus distance @ E39B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.008


[E39B20 |   9408/60000 ( 16%) ] Loss: 0.1952 top1= 94.6023

=== Log global consensus distance @ E39B20 ===
consensus_distance=0.002



=== Log clique consensus distance @ E39B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.7990 top1= 72.4559


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8577 top1= 68.2091


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.9763 top1= 68.9904

Train epoch 40
[E40B0  |    448/60000 (  1%) ] Loss: 0.2078 top1= 93.7500

=== Log global consensus distance @ E40B0 ===
consensus_distance=0.002



=== Log clique consensus distance @ E40B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.008


[E40B10 |   4928/60000 (  8%) ] Loss: 0.1964 top1= 94.8864

=== Log global consensus distance @ E40B10 ===
consensus_distance=0.002



=== Log clique consensus distance @ E40B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007


[E40B20 |   9408/60000 ( 16%) ] Loss: 0.1920 top1= 94.6023

=== Log global consensus distance @ E40B20 ===
consensus_distance=0.002



=== Log clique consensus distance @ E40B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8101 top1= 72.5160


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8664 top1= 68.5397


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.9877 top1= 69.1406

