
=== 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: 2.3005 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: 2.2804 top1= 14.4886

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



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


[E 1B20 |   9408/60000 ( 16%) ] Loss: 2.2921 top1= 11.6477

=== Log global consensus distance @ E1B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2766 top1= 18.1190


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2766 top1= 17.8886


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2765 top1= 17.8185

Train epoch 2
[E 2B0  |    448/60000 (  1%) ] Loss: 2.2733 top1= 13.9205

=== Log global consensus distance @ E2B0 ===
consensus_distance=0.000



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


[E 2B10 |   4928/60000 (  8%) ] Loss: 2.2544 top1= 19.6023

=== Log global consensus distance @ E2B10 ===
consensus_distance=0.000



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


[E 2B20 |   9408/60000 ( 16%) ] Loss: 2.2619 top1= 18.4659

=== Log global consensus distance @ E2B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2495 top1= 27.8245


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2495 top1= 28.2252


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2494 top1= 27.2736

Train epoch 3
[E 3B0  |    448/60000 (  1%) ] Loss: 2.2464 top1= 18.7500

=== Log global consensus distance @ E3B0 ===
consensus_distance=0.000



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


[E 3B10 |   4928/60000 (  8%) ] Loss: 2.2271 top1= 26.9886

=== Log global consensus distance @ E3B10 ===
consensus_distance=0.000



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


[E 3B20 |   9408/60000 ( 16%) ] Loss: 2.2313 top1= 25.8523

=== Log global consensus distance @ E3B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2200 top1= 33.4635


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2198 top1= 33.7440


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2197 top1= 32.9026

Train epoch 4
[E 4B0  |    448/60000 (  1%) ] Loss: 2.2177 top1= 24.4318

=== Log global consensus distance @ E4B0 ===
consensus_distance=0.000



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


[E 4B10 |   4928/60000 (  8%) ] Loss: 2.1959 top1= 33.5227

=== Log global consensus distance @ E4B10 ===
consensus_distance=0.000



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


[E 4B20 |   9408/60000 ( 16%) ] Loss: 2.1974 top1= 30.9659

=== Log global consensus distance @ E4B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1866 top1= 41.7568


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1864 top1= 42.2576


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1862 top1= 41.5865

Train epoch 5
[E 5B0  |    448/60000 (  1%) ] Loss: 2.1847 top1= 30.1136

=== Log global consensus distance @ E5B0 ===
consensus_distance=0.000



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


[E 5B10 |   4928/60000 (  8%) ] Loss: 2.1599 top1= 40.6250

=== Log global consensus distance @ E5B10 ===
consensus_distance=0.000



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


[E 5B20 |   9408/60000 ( 16%) ] Loss: 2.1595 top1= 36.3636

=== Log global consensus distance @ E5B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1489 top1= 48.8582


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1488 top1= 49.5092


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1485 top1= 48.4575

Train epoch 6
[E 6B0  |    448/60000 (  1%) ] Loss: 2.1477 top1= 36.9318

=== Log global consensus distance @ E6B0 ===
consensus_distance=0.000



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


[E 6B10 |   4928/60000 (  8%) ] Loss: 2.1197 top1= 43.4659

=== Log global consensus distance @ E6B10 ===
consensus_distance=0.000



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


[E 6B20 |   9408/60000 ( 16%) ] Loss: 2.1168 top1= 44.0341

=== Log global consensus distance @ E6B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1061 top1= 53.1550


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1062 top1= 53.8061


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1058 top1= 52.9848

Train epoch 7
[E 7B0  |    448/60000 (  1%) ] Loss: 2.1061 top1= 40.3409

=== Log global consensus distance @ E7B0 ===
consensus_distance=0.000



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


[E 7B10 |   4928/60000 (  8%) ] Loss: 2.0744 top1= 47.7273

=== Log global consensus distance @ E7B10 ===
consensus_distance=0.000



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


[E 7B20 |   9408/60000 ( 16%) ] Loss: 2.0687 top1= 51.7045

=== Log global consensus distance @ E7B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.0574 top1= 56.1098


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0575 top1= 56.9111


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0570 top1= 55.9696

Train epoch 8
[E 8B0  |    448/60000 (  1%) ] Loss: 2.0590 top1= 43.4659

=== Log global consensus distance @ E8B0 ===
consensus_distance=0.000



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


[E 8B10 |   4928/60000 (  8%) ] Loss: 2.0231 top1= 50.8523

=== Log global consensus distance @ E8B10 ===
consensus_distance=0.000



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


[E 8B20 |   9408/60000 ( 16%) ] Loss: 2.0139 top1= 55.6818

=== Log global consensus distance @ E8B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.0017 top1= 58.7540


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0017 top1= 59.4451


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0016 top1= 58.6538

Train epoch 9
[E 9B0  |    448/60000 (  1%) ] Loss: 2.0055 top1= 48.0114

=== Log global consensus distance @ E9B0 ===
consensus_distance=0.000



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


[E 9B10 |   4928/60000 (  8%) ] Loss: 1.9657 top1= 54.2614

=== Log global consensus distance @ E9B10 ===
consensus_distance=0.000



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


[E 9B20 |   9408/60000 ( 16%) ] Loss: 1.9521 top1= 57.3864

=== Log global consensus distance @ E9B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.9392 top1= 61.4083


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9392 top1= 61.8590


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.9393 top1= 61.3482

Train epoch 10
[E10B0  |    448/60000 (  1%) ] Loss: 1.9456 top1= 50.8523

=== Log global consensus distance @ E10B0 ===
consensus_distance=0.000



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


[E10B10 |   4928/60000 (  8%) ] Loss: 1.9020 top1= 57.3864

=== Log global consensus distance @ E10B10 ===
consensus_distance=0.000



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


[E10B20 |   9408/60000 ( 16%) ] Loss: 1.8831 top1= 61.9318

=== Log global consensus distance @ E10B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8690 top1= 63.9323


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8690 top1= 64.4631


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.8692 top1= 63.8221

Train epoch 11
[E11B0  |    448/60000 (  1%) ] Loss: 1.8785 top1= 53.1250

=== Log global consensus distance @ E11B0 ===
consensus_distance=0.000



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


[E11B10 |   4928/60000 (  8%) ] Loss: 1.8314 top1= 57.6705

=== Log global consensus distance @ E11B10 ===
consensus_distance=0.000



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


[E11B20 |   9408/60000 ( 16%) ] Loss: 1.8062 top1= 65.0568

=== Log global consensus distance @ E11B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.7905 top1= 66.2560


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7904 top1= 66.7768


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.7908 top1= 66.2560

Train epoch 12
[E12B0  |    448/60000 (  1%) ] Loss: 1.8042 top1= 55.1136

=== Log global consensus distance @ E12B0 ===
consensus_distance=0.000



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


[E12B10 |   4928/60000 (  8%) ] Loss: 1.7536 top1= 59.6591

=== Log global consensus distance @ E12B10 ===
consensus_distance=0.000



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


[E12B20 |   9408/60000 ( 16%) ] Loss: 1.7218 top1= 66.4773

=== Log global consensus distance @ E12B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.7038 top1= 68.3393


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7036 top1= 68.9303


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.7042 top1= 68.5697

Train epoch 13
[E13B0  |    448/60000 (  1%) ] Loss: 1.7234 top1= 58.2386

=== Log global consensus distance @ E13B0 ===
consensus_distance=0.000



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


[E13B10 |   4928/60000 (  8%) ] Loss: 1.6693 top1= 61.6477

=== Log global consensus distance @ E13B10 ===
consensus_distance=0.000



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


[E13B20 |   9408/60000 ( 16%) ] Loss: 1.6305 top1= 67.6136

=== Log global consensus distance @ E13B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.6104 top1= 70.0921


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6101 top1= 70.4728


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.6107 top1= 70.3225

Train epoch 14
[E14B0  |    448/60000 (  1%) ] Loss: 1.6374 top1= 59.6591

=== Log global consensus distance @ E14B0 ===
consensus_distance=0.000



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


[E14B10 |   4928/60000 (  8%) ] Loss: 1.5803 top1= 65.0568

=== Log global consensus distance @ E14B10 ===
consensus_distance=0.000



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


[E14B20 |   9408/60000 ( 16%) ] Loss: 1.5348 top1= 70.1705

=== Log global consensus distance @ E14B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5125 top1= 71.6346


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5119 top1= 72.0252


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.5126 top1= 71.9351

Train epoch 15
[E15B0  |    448/60000 (  1%) ] Loss: 1.5480 top1= 61.9318

=== Log global consensus distance @ E15B0 ===
consensus_distance=0.000



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


[E15B10 |   4928/60000 (  8%) ] Loss: 1.4890 top1= 67.0455

=== Log global consensus distance @ E15B10 ===
consensus_distance=0.000



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


[E15B20 |   9408/60000 ( 16%) ] Loss: 1.4376 top1= 71.5909

=== Log global consensus distance @ E15B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.4128 top1= 73.3373


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4119 top1= 73.6478


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4127 top1= 73.7280

Train epoch 16
[E16B0  |    448/60000 (  1%) ] Loss: 1.4578 top1= 63.6364

=== Log global consensus distance @ E16B0 ===
consensus_distance=0.000



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


[E16B10 |   4928/60000 (  8%) ] Loss: 1.3977 top1= 68.7500

=== Log global consensus distance @ E16B10 ===
consensus_distance=0.000



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


[E16B20 |   9408/60000 ( 16%) ] Loss: 1.3423 top1= 72.1591

=== Log global consensus distance @ E16B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.3142 top1= 74.8097


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3132 top1= 75.2003


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3140 top1= 75.2103

Train epoch 17
[E17B0  |    448/60000 (  1%) ] Loss: 1.3698 top1= 65.6250

=== Log global consensus distance @ E17B0 ===
consensus_distance=0.000



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


[E17B10 |   4928/60000 (  8%) ] Loss: 1.3089 top1= 71.0227

=== Log global consensus distance @ E17B10 ===
consensus_distance=0.000



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


[E17B20 |   9408/60000 ( 16%) ] Loss: 1.2512 top1= 73.2955

=== Log global consensus distance @ E17B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.2199 top1= 76.1318


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2187 top1= 76.4523


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.2194 top1= 76.5425

Train epoch 18
[E18B0  |    448/60000 (  1%) ] Loss: 1.2862 top1= 67.8977

=== Log global consensus distance @ E18B0 ===
consensus_distance=0.000



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


[E18B10 |   4928/60000 (  8%) ] Loss: 1.2251 top1= 71.8750

=== Log global consensus distance @ E18B10 ===
consensus_distance=0.000



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


[E18B20 |   9408/60000 ( 16%) ] Loss: 1.1665 top1= 75.0000

=== Log global consensus distance @ E18B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.1322 top1= 77.3438


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.1308 top1= 77.6542


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.1314 top1= 77.6943

Train epoch 19
[E19B0  |    448/60000 (  1%) ] Loss: 1.2085 top1= 68.7500

=== Log global consensus distance @ E19B0 ===
consensus_distance=0.000



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


[E19B10 |   4928/60000 (  8%) ] Loss: 1.1478 top1= 72.4432

=== Log global consensus distance @ E19B10 ===
consensus_distance=0.000



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


[E19B20 |   9408/60000 ( 16%) ] Loss: 1.0899 top1= 75.5682

=== Log global consensus distance @ E19B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0527 top1= 78.3854


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.0510 top1= 78.7260


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.0515 top1= 78.8962

Train epoch 20
[E20B0  |    448/60000 (  1%) ] Loss: 1.1378 top1= 70.1705

=== Log global consensus distance @ E20B0 ===
consensus_distance=0.000



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


[E20B10 |   4928/60000 (  8%) ] Loss: 1.0781 top1= 73.5795

=== Log global consensus distance @ E20B10 ===
consensus_distance=0.000



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


[E20B20 |   9408/60000 ( 16%) ] Loss: 1.0215 top1= 76.4205

=== Log global consensus distance @ E20B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9816 top1= 79.4571


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.9798 top1= 79.7476


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.9801 top1= 79.8377

Train epoch 21
[E21B0  |    448/60000 (  1%) ] Loss: 1.0743 top1= 71.8750

=== Log global consensus distance @ E21B0 ===
consensus_distance=0.000



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


[E21B10 |   4928/60000 (  8%) ] Loss: 1.0161 top1= 73.5795

=== Log global consensus distance @ E21B10 ===
consensus_distance=0.000



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


[E21B20 |   9408/60000 ( 16%) ] Loss: 0.9610 top1= 76.4205

=== Log global consensus distance @ E21B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9188 top1= 80.2784


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.9168 top1= 80.5288


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.9170 top1= 80.6791

Train epoch 22
[E22B0  |    448/60000 (  1%) ] Loss: 1.0180 top1= 72.7273

=== Log global consensus distance @ E22B0 ===
consensus_distance=0.000



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


[E22B10 |   4928/60000 (  8%) ] Loss: 0.9615 top1= 74.7159

=== Log global consensus distance @ E22B10 ===
consensus_distance=0.000



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


[E22B20 |   9408/60000 ( 16%) ] Loss: 0.9080 top1= 77.2727

=== Log global consensus distance @ E22B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8637 top1= 80.9595


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.8617 top1= 81.2200


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.8616 top1= 81.4002

Train epoch 23
[E23B0  |    448/60000 (  1%) ] Loss: 0.9683 top1= 74.1477

=== Log global consensus distance @ E23B0 ===
consensus_distance=0.000



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


[E23B10 |   4928/60000 (  8%) ] Loss: 0.9135 top1= 75.0000

=== Log global consensus distance @ E23B10 ===
consensus_distance=0.000



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


[E23B20 |   9408/60000 ( 16%) ] Loss: 0.8615 top1= 77.8409

=== Log global consensus distance @ E23B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8155 top1= 81.5304


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.8135 top1= 81.8409


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.8132 top1= 82.0112

Train epoch 24
[E24B0  |    448/60000 (  1%) ] Loss: 0.9243 top1= 75.2841

=== Log global consensus distance @ E24B0 ===
consensus_distance=0.000



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


[E24B10 |   4928/60000 (  8%) ] Loss: 0.8714 top1= 76.1364

=== Log global consensus distance @ E24B10 ===
consensus_distance=0.000



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


[E24B20 |   9408/60000 ( 16%) ] Loss: 0.8207 top1= 78.6932

=== Log global consensus distance @ E24B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7733 top1= 82.0713


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.7713 top1= 82.2917


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.7707 top1= 82.6022

Train epoch 25
[E25B0  |    448/60000 (  1%) ] Loss: 0.8853 top1= 75.5682

=== Log global consensus distance @ E25B0 ===
consensus_distance=0.000



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


[E25B10 |   4928/60000 (  8%) ] Loss: 0.8345 top1= 77.2727

=== Log global consensus distance @ E25B10 ===
consensus_distance=0.000



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


[E25B20 |   9408/60000 ( 16%) ] Loss: 0.7849 top1= 79.8295

=== Log global consensus distance @ E25B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7364 top1= 82.5421


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.7343 top1= 82.8025


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.7336 top1= 83.0829

Train epoch 26
[E26B0  |    448/60000 (  1%) ] Loss: 0.8508 top1= 75.8523

=== Log global consensus distance @ E26B0 ===
consensus_distance=0.000



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


[E26B10 |   4928/60000 (  8%) ] Loss: 0.8020 top1= 78.6932

=== Log global consensus distance @ E26B10 ===
consensus_distance=0.000



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


[E26B20 |   9408/60000 ( 16%) ] Loss: 0.7536 top1= 80.1136

=== Log global consensus distance @ E26B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7041 top1= 82.9627


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.7020 top1= 83.1530


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.7011 top1= 83.4836

Train epoch 27
[E27B0  |    448/60000 (  1%) ] Loss: 0.8201 top1= 76.4205

=== Log global consensus distance @ E27B0 ===
consensus_distance=0.000



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


[E27B10 |   4928/60000 (  8%) ] Loss: 0.7733 top1= 79.8295

=== Log global consensus distance @ E27B10 ===
consensus_distance=0.000



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


[E27B20 |   9408/60000 ( 16%) ] Loss: 0.7259 top1= 81.2500

=== Log global consensus distance @ E27B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6756 top1= 83.3834


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.6735 top1= 83.3333


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.6724 top1= 83.8642

Train epoch 28
[E28B0  |    448/60000 (  1%) ] Loss: 0.7927 top1= 77.2727

=== Log global consensus distance @ E28B0 ===
consensus_distance=0.000



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


[E28B10 |   4928/60000 (  8%) ] Loss: 0.7479 top1= 80.1136

=== Log global consensus distance @ E28B10 ===
consensus_distance=0.000



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


[E28B20 |   9408/60000 ( 16%) ] Loss: 0.7014 top1= 81.8182

=== Log global consensus distance @ E28B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6505 top1= 83.6939


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.6483 top1= 83.7340


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.6471 top1= 84.0645

Train epoch 29
[E29B0  |    448/60000 (  1%) ] Loss: 0.7684 top1= 77.5568

=== Log global consensus distance @ E29B0 ===
consensus_distance=0.000



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


[E29B10 |   4928/60000 (  8%) ] Loss: 0.7253 top1= 80.1136

=== Log global consensus distance @ E29B10 ===
consensus_distance=0.000



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


[E29B20 |   9408/60000 ( 16%) ] Loss: 0.6796 top1= 81.5341

=== Log global consensus distance @ E29B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6280 top1= 83.8442


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.6259 top1= 84.0445


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.6245 top1= 84.3650

Train epoch 30
[E30B0  |    448/60000 (  1%) ] Loss: 0.7466 top1= 78.1250

=== Log global consensus distance @ E30B0 ===
consensus_distance=0.000



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


[E30B10 |   4928/60000 (  8%) ] Loss: 0.7051 top1= 80.1136

=== Log global consensus distance @ E30B10 ===
consensus_distance=0.000



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


[E30B20 |   9408/60000 ( 16%) ] Loss: 0.6603 top1= 81.8182

=== Log global consensus distance @ E30B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6080 top1= 84.1346


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.6059 top1= 84.3750


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.6044 top1= 84.6955

Train epoch 31
[E31B0  |    448/60000 (  1%) ] Loss: 0.7268 top1= 78.6932

=== Log global consensus distance @ E31B0 ===
consensus_distance=0.000



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


[E31B10 |   4928/60000 (  8%) ] Loss: 0.6869 top1= 80.3977

=== Log global consensus distance @ E31B10 ===
consensus_distance=0.000



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


[E31B20 |   9408/60000 ( 16%) ] Loss: 0.6430 top1= 82.3864

=== Log global consensus distance @ E31B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5901 top1= 84.3850


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5878 top1= 84.6154


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5863 top1= 84.9559

Train epoch 32
[E32B0  |    448/60000 (  1%) ] Loss: 0.7092 top1= 79.8295

=== Log global consensus distance @ E32B0 ===
consensus_distance=0.000



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


[E32B10 |   4928/60000 (  8%) ] Loss: 0.6706 top1= 80.3977

=== Log global consensus distance @ E32B10 ===
consensus_distance=0.000



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


[E32B20 |   9408/60000 ( 16%) ] Loss: 0.6275 top1= 82.3864

=== Log global consensus distance @ E32B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5738 top1= 84.6554


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5716 top1= 84.9760


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5700 top1= 85.3165

Train epoch 33
[E33B0  |    448/60000 (  1%) ] Loss: 0.6932 top1= 80.1136

=== Log global consensus distance @ E33B0 ===
consensus_distance=0.000



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


[E33B10 |   4928/60000 (  8%) ] Loss: 0.6558 top1= 80.9659

=== Log global consensus distance @ E33B10 ===
consensus_distance=0.000



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


[E33B20 |   9408/60000 ( 16%) ] Loss: 0.6134 top1= 82.9545

=== Log global consensus distance @ E33B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5592 top1= 84.8658


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5569 top1= 85.1262


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5552 top1= 85.5469

Train epoch 34
[E34B0  |    448/60000 (  1%) ] Loss: 0.6788 top1= 80.3977

=== Log global consensus distance @ E34B0 ===
consensus_distance=0.000



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


[E34B10 |   4928/60000 (  8%) ] Loss: 0.6425 top1= 80.9659

=== Log global consensus distance @ E34B10 ===
consensus_distance=0.000



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


[E34B20 |   9408/60000 ( 16%) ] Loss: 0.6008 top1= 82.6705

=== Log global consensus distance @ E34B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5458 top1= 85.1062


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5435 top1= 85.3866


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5418 top1= 85.6671

Train epoch 35
[E35B0  |    448/60000 (  1%) ] Loss: 0.6658 top1= 80.3977

=== Log global consensus distance @ E35B0 ===
consensus_distance=0.000



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


[E35B10 |   4928/60000 (  8%) ] Loss: 0.6305 top1= 81.2500

=== Log global consensus distance @ E35B10 ===
consensus_distance=0.000



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


[E35B20 |   9408/60000 ( 16%) ] Loss: 0.5894 top1= 83.5227

=== Log global consensus distance @ E35B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5337 top1= 85.2564


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5313 top1= 85.5669


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5296 top1= 85.7973

Train epoch 36
[E36B0  |    448/60000 (  1%) ] Loss: 0.6542 top1= 80.3977

=== Log global consensus distance @ E36B0 ===
consensus_distance=0.000



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


[E36B10 |   4928/60000 (  8%) ] Loss: 0.6196 top1= 81.8182

=== Log global consensus distance @ E36B10 ===
consensus_distance=0.000



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


[E36B20 |   9408/60000 ( 16%) ] Loss: 0.5791 top1= 83.5227

=== Log global consensus distance @ E36B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5226 top1= 85.4267


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5202 top1= 85.6871


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5184 top1= 85.9475

Train epoch 37
[E37B0  |    448/60000 (  1%) ] Loss: 0.6436 top1= 80.6818

=== Log global consensus distance @ E37B0 ===
consensus_distance=0.000



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


[E37B10 |   4928/60000 (  8%) ] Loss: 0.6099 top1= 81.8182

=== Log global consensus distance @ E37B10 ===
consensus_distance=0.000



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


[E37B20 |   9408/60000 ( 16%) ] Loss: 0.5701 top1= 83.5227

=== Log global consensus distance @ E37B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5123 top1= 85.6170


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5100 top1= 85.8674


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5081 top1= 86.1579

Train epoch 38
[E38B0  |    448/60000 (  1%) ] Loss: 0.6341 top1= 80.9659

=== Log global consensus distance @ E38B0 ===
consensus_distance=0.000



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


[E38B10 |   4928/60000 (  8%) ] Loss: 0.6011 top1= 81.8182

=== Log global consensus distance @ E38B10 ===
consensus_distance=0.000



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


[E38B20 |   9408/60000 ( 16%) ] Loss: 0.5618 top1= 83.8068

=== Log global consensus distance @ E38B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5030 top1= 85.7171


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5006 top1= 86.0176


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.4986 top1= 86.2680

Train epoch 39
[E39B0  |    448/60000 (  1%) ] Loss: 0.6257 top1= 80.9659

=== Log global consensus distance @ E39B0 ===
consensus_distance=0.000



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


[E39B10 |   4928/60000 (  8%) ] Loss: 0.5933 top1= 82.3864

=== Log global consensus distance @ E39B10 ===
consensus_distance=0.000



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


[E39B20 |   9408/60000 ( 16%) ] Loss: 0.5544 top1= 84.0909

=== Log global consensus distance @ E39B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4943 top1= 85.8474


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.4920 top1= 86.1178


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.4898 top1= 86.3582

Train epoch 40
[E40B0  |    448/60000 (  1%) ] Loss: 0.6181 top1= 80.9659

=== Log global consensus distance @ E40B0 ===
consensus_distance=0.000



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


[E40B10 |   4928/60000 (  8%) ] Loss: 0.5862 top1= 82.9545

=== Log global consensus distance @ E40B10 ===
consensus_distance=0.000



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


[E40B20 |   9408/60000 ( 16%) ] Loss: 0.5477 top1= 84.0909

=== Log global consensus distance @ E40B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4863 top1= 85.9275


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.4840 top1= 86.2380


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.4817 top1= 86.5385

