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

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

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

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



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



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


[E 1B10 |   4576/60000 (  8%) ] Loss: 2.0536 top1= 47.1591

=== Log global consensus distance @ E1B10 ===
consensus_distance=0.008



=== Log clique consensus distance @ E1B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.030


[E 1B20 |   8736/60000 ( 15%) ] Loss: 1.5830 top1= 62.5000

=== Log global consensus distance @ E1B20 ===
consensus_distance=0.036



=== Log clique consensus distance @ E1B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.145



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.0989 top1= 29.1967


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6918 top1= 37.5601


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.5124 top1= 30.4788

Train epoch 2
[E 2B0  |    416/60000 (  1%) ] Loss: 1.0817 top1= 73.2955

=== Log global consensus distance @ E2B0 ===
consensus_distance=0.069



=== Log clique consensus distance @ E2B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.280


[E 2B10 |   4576/60000 (  8%) ] Loss: 0.7769 top1= 78.6932

=== Log global consensus distance @ E2B10 ===
consensus_distance=0.086



=== Log clique consensus distance @ E2B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.355


[E 2B20 |   8736/60000 ( 15%) ] Loss: 0.5251 top1= 90.0568

=== Log global consensus distance @ E2B20 ===
consensus_distance=0.091



=== Log clique consensus distance @ E2B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.380



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.7166 top1= 44.2107


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.9880 top1= 39.4030


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.6571 top1= 38.4115

Train epoch 3
[E 3B0  |    416/60000 (  1%) ] Loss: 0.3949 top1= 90.6250

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



=== Log clique consensus distance @ E3B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.378


[E 3B10 |   4576/60000 (  8%) ] Loss: 0.3452 top1= 90.0568

=== Log global consensus distance @ E3B10 ===
consensus_distance=0.080



=== Log clique consensus distance @ E3B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.342


[E 3B20 |   8736/60000 ( 15%) ] Loss: 0.2495 top1= 95.1705

=== Log global consensus distance @ E3B20 ===
consensus_distance=0.070



=== Log clique consensus distance @ E3B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.299



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.4029 top1= 60.3866


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6483 top1= 44.3309


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4058 top1= 43.2592

Train epoch 4
[E 4B0  |    416/60000 (  1%) ] Loss: 0.2405 top1= 93.7500

=== Log global consensus distance @ E4B0 ===
consensus_distance=0.061



=== Log clique consensus distance @ E4B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.258


[E 4B10 |   4576/60000 (  8%) ] Loss: 0.2552 top1= 93.4659

=== Log global consensus distance @ E4B10 ===
consensus_distance=0.052



=== Log clique consensus distance @ E4B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.220


[E 4B20 |   8736/60000 ( 15%) ] Loss: 0.1775 top1= 96.8750

=== Log global consensus distance @ E4B20 ===
consensus_distance=0.045



=== Log clique consensus distance @ E4B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.190



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.2523 top1= 68.8502


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4042 top1= 46.7448


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2479 top1= 44.7115

Train epoch 5
[E 5B0  |    416/60000 (  1%) ] Loss: 0.1879 top1= 95.4545

=== Log global consensus distance @ E5B0 ===
consensus_distance=0.039



=== Log clique consensus distance @ E5B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.167


[E 5B10 |   4576/60000 (  8%) ] Loss: 0.2184 top1= 94.3182

=== Log global consensus distance @ E5B10 ===
consensus_distance=0.034



=== Log clique consensus distance @ E5B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.146


[E 5B20 |   8736/60000 ( 15%) ] Loss: 0.1449 top1= 96.8750

=== Log global consensus distance @ E5B20 ===
consensus_distance=0.031



=== Log clique consensus distance @ E5B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.131



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.1817 top1= 72.3858


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2443 top1= 47.5160


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1521 top1= 49.0685

Train epoch 6
[E 6B0  |    416/60000 (  1%) ] Loss: 0.1596 top1= 96.0227

=== Log global consensus distance @ E6B0 ===
consensus_distance=0.028



=== Log clique consensus distance @ E6B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.118


[E 6B10 |   4576/60000 (  8%) ] Loss: 0.1974 top1= 94.3182

=== Log global consensus distance @ E6B10 ===
consensus_distance=0.025



=== Log clique consensus distance @ E6B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.107


[E 6B20 |   8736/60000 ( 15%) ] Loss: 0.1253 top1= 97.4432

=== Log global consensus distance @ E6B20 ===
consensus_distance=0.023



=== Log clique consensus distance @ E6B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.099



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.1588 top1= 74.7196


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1494 top1= 48.2973


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1016 top1= 51.7127

Train epoch 7
[E 7B0  |    416/60000 (  1%) ] Loss: 0.1410 top1= 96.5909

=== Log global consensus distance @ E7B0 ===
consensus_distance=0.022



=== Log clique consensus distance @ E7B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.092


[E 7B10 |   4576/60000 (  8%) ] Loss: 0.1825 top1= 94.6023

=== Log global consensus distance @ E7B10 ===
consensus_distance=0.020



=== Log clique consensus distance @ E7B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.085


[E 7B20 |   8736/60000 ( 15%) ] Loss: 0.1121 top1= 97.7273

=== Log global consensus distance @ E7B20 ===
consensus_distance=0.019



=== Log clique consensus distance @ E7B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.081



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.1568 top1= 76.1018


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0882 top1= 49.2288


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0772 top1= 53.2953

Train epoch 8
[E 8B0  |    416/60000 (  1%) ] Loss: 0.1268 top1= 97.1591

=== Log global consensus distance @ E8B0 ===
consensus_distance=0.018



=== Log clique consensus distance @ E8B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.076


[E 8B10 |   4576/60000 (  8%) ] Loss: 0.1707 top1= 95.4545

=== Log global consensus distance @ E8B10 ===
consensus_distance=0.017



=== Log clique consensus distance @ E8B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.072


[E 8B20 |   8736/60000 ( 15%) ] Loss: 0.1021 top1= 97.4432

=== Log global consensus distance @ E8B20 ===
consensus_distance=0.016



=== Log clique consensus distance @ E8B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.069



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.1648 top1= 76.8830


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0507 top1= 50.2103


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0692 top1= 54.4772

Train epoch 9
[E 9B0  |    416/60000 (  1%) ] Loss: 0.1152 top1= 97.1591

=== Log global consensus distance @ E9B0 ===
consensus_distance=0.016



=== Log clique consensus distance @ E9B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.066


[E 9B10 |   4576/60000 (  8%) ] Loss: 0.1602 top1= 96.0227

=== Log global consensus distance @ E9B10 ===
consensus_distance=0.015



=== Log clique consensus distance @ E9B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.063


[E 9B20 |   8736/60000 ( 15%) ] Loss: 0.0944 top1= 98.0114

=== Log global consensus distance @ E9B20 ===
consensus_distance=0.014



=== Log clique consensus distance @ E9B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.061



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.1795 top1= 77.4539


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0312 top1= 51.0817


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0678 top1= 55.3285

Train epoch 10
[E10B0  |    416/60000 (  1%) ] Loss: 0.1059 top1= 97.1591

=== Log global consensus distance @ E10B0 ===
consensus_distance=0.014



=== Log clique consensus distance @ E10B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.059


[E10B10 |   4576/60000 (  8%) ] Loss: 0.1512 top1= 96.3068

=== Log global consensus distance @ E10B10 ===
consensus_distance=0.014



=== Log clique consensus distance @ E10B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.056


[E10B20 |   8736/60000 ( 15%) ] Loss: 0.0877 top1= 98.2955

=== Log global consensus distance @ E10B20 ===
consensus_distance=0.013



=== Log clique consensus distance @ E10B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.055



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.1950 top1= 77.8345


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0189 top1= 51.7228


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0702 top1= 56.5104

Train epoch 11
[E11B0  |    416/60000 (  1%) ] Loss: 0.0974 top1= 97.1591

=== Log global consensus distance @ E11B0 ===
consensus_distance=0.013



=== Log clique consensus distance @ E11B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.053


[E11B10 |   4576/60000 (  8%) ] Loss: 0.1422 top1= 96.3068

=== Log global consensus distance @ E11B10 ===
consensus_distance=0.012



=== Log clique consensus distance @ E11B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.052


[E11B20 |   8736/60000 ( 15%) ] Loss: 0.0822 top1= 98.2955

=== Log global consensus distance @ E11B20 ===
consensus_distance=0.012



=== Log clique consensus distance @ E11B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.050



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.2134 top1= 78.0649


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0145 top1= 52.6042


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0837 top1= 57.2917

Train epoch 12
[E12B0  |    416/60000 (  1%) ] Loss: 0.0902 top1= 97.4432

=== Log global consensus distance @ E12B0 ===
consensus_distance=0.012



=== Log clique consensus distance @ E12B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.049


[E12B10 |   4576/60000 (  8%) ] Loss: 0.1342 top1= 96.3068

=== Log global consensus distance @ E12B10 ===
consensus_distance=0.012



=== Log clique consensus distance @ E12B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.048


[E12B20 |   8736/60000 ( 15%) ] Loss: 0.0770 top1= 98.2955

=== Log global consensus distance @ E12B20 ===
consensus_distance=0.011



=== Log clique consensus distance @ E12B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.047



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.2291 top1= 78.4455


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0076 top1= 53.3554


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0918 top1= 58.0128

Train epoch 13
[E13B0  |    416/60000 (  1%) ] Loss: 0.0834 top1= 97.4432

=== Log global consensus distance @ E13B0 ===
consensus_distance=0.011



=== Log clique consensus distance @ E13B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.046


[E13B10 |   4576/60000 (  8%) ] Loss: 0.1254 top1= 96.8750

=== Log global consensus distance @ E13B10 ===
consensus_distance=0.011



=== Log clique consensus distance @ E13B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.045


[E13B20 |   8736/60000 ( 15%) ] Loss: 0.0723 top1= 98.2955

=== Log global consensus distance @ E13B20 ===
consensus_distance=0.011



=== Log clique consensus distance @ E13B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.044



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.2469 top1= 78.7260


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0131 top1= 53.9764


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1088 top1= 58.7240

Train epoch 14
[E14B0  |    416/60000 (  1%) ] Loss: 0.0778 top1= 98.2955

=== Log global consensus distance @ E14B0 ===
consensus_distance=0.010



=== Log clique consensus distance @ E14B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.043


[E14B10 |   4576/60000 (  8%) ] Loss: 0.1183 top1= 97.1591

=== Log global consensus distance @ E14B10 ===
consensus_distance=0.010



=== Log clique consensus distance @ E14B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.042


[E14B20 |   8736/60000 ( 15%) ] Loss: 0.0676 top1= 98.5795

=== Log global consensus distance @ E14B20 ===
consensus_distance=0.010



=== Log clique consensus distance @ E14B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.042



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.2643 top1= 78.8862


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0153 top1= 54.6374


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1204 top1= 59.3550

Train epoch 15
[E15B0  |    416/60000 (  1%) ] Loss: 0.0723 top1= 98.8636

=== Log global consensus distance @ E15B0 ===
consensus_distance=0.010



=== Log clique consensus distance @ E15B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.041


[E15B10 |   4576/60000 (  8%) ] Loss: 0.1112 top1= 96.8750

=== Log global consensus distance @ E15B10 ===
consensus_distance=0.010



=== Log clique consensus distance @ E15B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.040


[E15B20 |   8736/60000 ( 15%) ] Loss: 0.0639 top1= 98.5795

=== Log global consensus distance @ E15B20 ===
consensus_distance=0.009



=== Log clique consensus distance @ E15B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.039



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.2814 top1= 79.0164


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0241 top1= 55.1983


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1344 top1= 59.8958

Train epoch 16
[E16B0  |    416/60000 (  1%) ] Loss: 0.0673 top1= 99.1477

=== Log global consensus distance @ E16B0 ===
consensus_distance=0.009



=== Log clique consensus distance @ E16B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.039


[E16B10 |   4576/60000 (  8%) ] Loss: 0.1046 top1= 96.8750

=== Log global consensus distance @ E16B10 ===
consensus_distance=0.009



=== Log clique consensus distance @ E16B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.038


[E16B20 |   8736/60000 ( 15%) ] Loss: 0.0605 top1= 98.5795

=== Log global consensus distance @ E16B20 ===
consensus_distance=0.009



=== Log clique consensus distance @ E16B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.037



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.2973 top1= 79.1967


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0276 top1= 55.7492


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1488 top1= 60.4267

Train epoch 17
[E17B0  |    416/60000 (  1%) ] Loss: 0.0629 top1= 99.4318

=== Log global consensus distance @ E17B0 ===
consensus_distance=0.009



=== Log clique consensus distance @ E17B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.037


[E17B10 |   4576/60000 (  8%) ] Loss: 0.0987 top1= 96.8750

=== Log global consensus distance @ E17B10 ===
consensus_distance=0.009



=== Log clique consensus distance @ E17B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.036


[E17B20 |   8736/60000 ( 15%) ] Loss: 0.0570 top1= 98.8636

=== Log global consensus distance @ E17B20 ===
consensus_distance=0.009



=== Log clique consensus distance @ E17B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.036



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.3142 top1= 79.2768


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0348 top1= 56.1799


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1646 top1= 60.8273

Train epoch 18
[E18B0  |    416/60000 (  1%) ] Loss: 0.0592 top1= 99.4318

=== Log global consensus distance @ E18B0 ===
consensus_distance=0.008



=== Log clique consensus distance @ E18B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.035


[E18B10 |   4576/60000 (  8%) ] Loss: 0.0929 top1= 96.8750

=== Log global consensus distance @ E18B10 ===
consensus_distance=0.008



=== Log clique consensus distance @ E18B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.035


[E18B20 |   8736/60000 ( 15%) ] Loss: 0.0537 top1= 98.8636

=== Log global consensus distance @ E18B20 ===
consensus_distance=0.008



=== Log clique consensus distance @ E18B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.034



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.3290 top1= 79.3870


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0433 top1= 56.5405


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1770 top1= 61.2780

Train epoch 19
[E19B0  |    416/60000 (  1%) ] Loss: 0.0546 top1= 99.4318

=== Log global consensus distance @ E19B0 ===
consensus_distance=0.008



=== Log clique consensus distance @ E19B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.034


[E19B10 |   4576/60000 (  8%) ] Loss: 0.0878 top1= 97.4432

=== Log global consensus distance @ E19B10 ===
consensus_distance=0.008



=== Log clique consensus distance @ E19B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.033


[E19B20 |   8736/60000 ( 15%) ] Loss: 0.0506 top1= 99.1477

=== Log global consensus distance @ E19B20 ===
consensus_distance=0.008



=== Log clique consensus distance @ E19B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.033



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.3457 top1= 79.5773


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0456 top1= 56.9812


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1904 top1= 61.6587

Train epoch 20
[E20B0  |    416/60000 (  1%) ] Loss: 0.0516 top1= 99.4318

=== Log global consensus distance @ E20B0 ===
consensus_distance=0.008



=== Log clique consensus distance @ E20B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.032


[E20B10 |   4576/60000 (  8%) ] Loss: 0.0824 top1= 97.7273

=== Log global consensus distance @ E20B10 ===
consensus_distance=0.008



=== Log clique consensus distance @ E20B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.032


[E20B20 |   8736/60000 ( 15%) ] Loss: 0.0475 top1= 99.1477

=== Log global consensus distance @ E20B20 ===
consensus_distance=0.008



=== Log clique consensus distance @ E20B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.032



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.3633 top1= 79.6374


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0535 top1= 57.5421


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2069 top1= 62.1294

Train epoch 21
[E21B0  |    416/60000 (  1%) ] Loss: 0.0486 top1= 99.4318

=== Log global consensus distance @ E21B0 ===
consensus_distance=0.007



=== Log clique consensus distance @ E21B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.031


[E21B10 |   4576/60000 (  8%) ] Loss: 0.0777 top1= 98.0114

=== Log global consensus distance @ E21B10 ===
consensus_distance=0.007



=== Log clique consensus distance @ E21B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.030


[E21B20 |   8736/60000 ( 15%) ] Loss: 0.0450 top1= 99.1477

=== Log global consensus distance @ E21B20 ===
consensus_distance=0.007



=== Log clique consensus distance @ E21B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.030



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.3786 top1= 79.6875


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0602 top1= 58.1330


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2182 top1= 62.3998

Train epoch 22
[E22B0  |    416/60000 (  1%) ] Loss: 0.0450 top1= 99.4318

=== Log global consensus distance @ E22B0 ===
consensus_distance=0.007



=== Log clique consensus distance @ E22B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.030


[E22B10 |   4576/60000 (  8%) ] Loss: 0.0736 top1= 98.0114

=== Log global consensus distance @ E22B10 ===
consensus_distance=0.007



=== Log clique consensus distance @ E22B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.029


[E22B20 |   8736/60000 ( 15%) ] Loss: 0.0424 top1= 99.1477

=== Log global consensus distance @ E22B20 ===
consensus_distance=0.007



=== Log clique consensus distance @ E22B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.029



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.3962 top1= 79.7476


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0645 top1= 58.5437


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2330 top1= 62.7304

Train epoch 23
[E23B0  |    416/60000 (  1%) ] Loss: 0.0426 top1= 99.4318

=== Log global consensus distance @ E23B0 ===
consensus_distance=0.007



=== Log clique consensus distance @ E23B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.029


[E23B10 |   4576/60000 (  8%) ] Loss: 0.0698 top1= 98.2955

=== Log global consensus distance @ E23B10 ===
consensus_distance=0.007



=== Log clique consensus distance @ E23B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.028


[E23B20 |   8736/60000 ( 15%) ] Loss: 0.0398 top1= 99.1477

=== Log global consensus distance @ E23B20 ===
consensus_distance=0.007



=== Log clique consensus distance @ E23B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.028



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.4109 top1= 79.8377


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0783 top1= 59.0545


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2406 top1= 63.2312

Train epoch 24
[E24B0  |    416/60000 (  1%) ] Loss: 0.0393 top1= 99.4318

=== Log global consensus distance @ E24B0 ===
consensus_distance=0.007



=== Log clique consensus distance @ E24B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.028


[E24B10 |   4576/60000 (  8%) ] Loss: 0.0656 top1= 98.2955

=== Log global consensus distance @ E24B10 ===
consensus_distance=0.007



=== Log clique consensus distance @ E24B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.027


[E24B20 |   8736/60000 ( 15%) ] Loss: 0.0375 top1= 99.4318

=== Log global consensus distance @ E24B20 ===
consensus_distance=0.006



=== Log clique consensus distance @ E24B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.027



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.4279 top1= 79.8478


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0851 top1= 59.5252


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2495 top1= 63.6218

Train epoch 25
[E25B0  |    416/60000 (  1%) ] Loss: 0.0374 top1= 99.4318

=== Log global consensus distance @ E25B0 ===
consensus_distance=0.006



=== Log clique consensus distance @ E25B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.027


[E25B10 |   4576/60000 (  8%) ] Loss: 0.0620 top1= 98.2955

=== Log global consensus distance @ E25B10 ===
consensus_distance=0.006



=== Log clique consensus distance @ E25B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.026


[E25B20 |   8736/60000 ( 15%) ] Loss: 0.0357 top1= 99.4318

=== Log global consensus distance @ E25B20 ===
consensus_distance=0.006



=== Log clique consensus distance @ E25B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.026



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.4448 top1= 79.8778


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0892 top1= 60.0861


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2636 top1= 64.0525

Train epoch 26
[E26B0  |    416/60000 (  1%) ] Loss: 0.0350 top1= 99.7159

=== Log global consensus distance @ E26B0 ===
consensus_distance=0.006



=== Log clique consensus distance @ E26B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.026


[E26B10 |   4576/60000 (  8%) ] Loss: 0.0591 top1= 98.2955

=== Log global consensus distance @ E26B10 ===
consensus_distance=0.006



=== Log clique consensus distance @ E26B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.025


[E26B20 |   8736/60000 ( 15%) ] Loss: 0.0337 top1= 99.4318

=== Log global consensus distance @ E26B20 ===
consensus_distance=0.006



=== Log clique consensus distance @ E26B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.026



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.4596 top1= 79.9379


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0985 top1= 60.5268


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2766 top1= 64.3329

Train epoch 27
[E27B0  |    416/60000 (  1%) ] Loss: 0.0324 top1= 99.7159

=== Log global consensus distance @ E27B0 ===
consensus_distance=0.006



=== Log clique consensus distance @ E27B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.025


[E27B10 |   4576/60000 (  8%) ] Loss: 0.0557 top1= 98.8636

=== Log global consensus distance @ E27B10 ===
consensus_distance=0.006



=== Log clique consensus distance @ E27B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.024


[E27B20 |   8736/60000 ( 15%) ] Loss: 0.0318 top1= 99.4318

=== Log global consensus distance @ E27B20 ===
consensus_distance=0.006



=== Log clique consensus distance @ E27B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.025



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.4758 top1= 79.9379


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1041 top1= 60.9675


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2838 top1= 64.6735

Train epoch 28
[E28B0  |    416/60000 (  1%) ] Loss: 0.0306 top1= 99.7159

=== Log global consensus distance @ E28B0 ===
consensus_distance=0.006



=== Log clique consensus distance @ E28B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.024


[E28B10 |   4576/60000 (  8%) ] Loss: 0.0527 top1= 98.8636

=== Log global consensus distance @ E28B10 ===
consensus_distance=0.006



=== Log clique consensus distance @ E28B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.024


[E28B20 |   8736/60000 ( 15%) ] Loss: 0.0304 top1= 99.4318

=== Log global consensus distance @ E28B20 ===
consensus_distance=0.006



=== Log clique consensus distance @ E28B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.024



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.4921 top1= 79.9579


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1135 top1= 61.3181


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2934 top1= 65.0240

Train epoch 29
[E29B0  |    416/60000 (  1%) ] Loss: 0.0288 top1=100.0000

=== Log global consensus distance @ E29B0 ===
consensus_distance=0.006



=== Log clique consensus distance @ E29B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.023


[E29B10 |   4576/60000 (  8%) ] Loss: 0.0499 top1= 99.1477

=== Log global consensus distance @ E29B10 ===
consensus_distance=0.006



=== Log clique consensus distance @ E29B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.023


[E29B20 |   8736/60000 ( 15%) ] Loss: 0.0290 top1= 99.4318

=== Log global consensus distance @ E29B20 ===
consensus_distance=0.006



=== Log clique consensus distance @ E29B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.023



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5064 top1= 80.0180


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1154 top1= 61.7788


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3054 top1= 65.2644

Train epoch 30
[E30B0  |    416/60000 (  1%) ] Loss: 0.0271 top1=100.0000

=== Log global consensus distance @ E30B0 ===
consensus_distance=0.005



=== Log clique consensus distance @ E30B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.022


[E30B10 |   4576/60000 (  8%) ] Loss: 0.0474 top1= 99.1477

=== Log global consensus distance @ E30B10 ===
consensus_distance=0.005



=== Log clique consensus distance @ E30B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.022


[E30B20 |   8736/60000 ( 15%) ] Loss: 0.0273 top1= 99.7159

=== Log global consensus distance @ E30B20 ===
consensus_distance=0.005



=== Log clique consensus distance @ E30B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.023



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5202 top1= 80.0681


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1252 top1= 62.1294


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3110 top1= 65.6851

Train epoch 31
[E31B0  |    416/60000 (  1%) ] Loss: 0.0256 top1=100.0000

=== Log global consensus distance @ E31B0 ===
consensus_distance=0.005



=== Log clique consensus distance @ E31B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.022


[E31B10 |   4576/60000 (  8%) ] Loss: 0.0445 top1= 99.4318

=== Log global consensus distance @ E31B10 ===
consensus_distance=0.005



=== Log clique consensus distance @ E31B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.021


[E31B20 |   8736/60000 ( 15%) ] Loss: 0.0263 top1= 99.7159

=== Log global consensus distance @ E31B20 ===
consensus_distance=0.005



=== Log clique consensus distance @ E31B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.022



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5352 top1= 80.1583


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1269 top1= 62.5901


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3161 top1= 66.0156

Train epoch 32
[E32B0  |    416/60000 (  1%) ] Loss: 0.0243 top1=100.0000

=== Log global consensus distance @ E32B0 ===
consensus_distance=0.005



=== Log clique consensus distance @ E32B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.021


[E32B10 |   4576/60000 (  8%) ] Loss: 0.0422 top1= 99.4318

=== Log global consensus distance @ E32B10 ===
consensus_distance=0.005



=== Log clique consensus distance @ E32B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.021


[E32B20 |   8736/60000 ( 15%) ] Loss: 0.0252 top1= 99.7159

=== Log global consensus distance @ E32B20 ===
consensus_distance=0.005



=== Log clique consensus distance @ E32B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.022



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5496 top1= 80.1783


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1363 top1= 62.9307


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3267 top1= 66.2760

Train epoch 33
[E33B0  |    416/60000 (  1%) ] Loss: 0.0228 top1=100.0000

=== Log global consensus distance @ E33B0 ===
consensus_distance=0.005



=== Log clique consensus distance @ E33B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.021


[E33B10 |   4576/60000 (  8%) ] Loss: 0.0398 top1= 99.4318

=== Log global consensus distance @ E33B10 ===
consensus_distance=0.005



=== Log clique consensus distance @ E33B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.020


[E33B20 |   8736/60000 ( 15%) ] Loss: 0.0241 top1= 99.7159

=== Log global consensus distance @ E33B20 ===
consensus_distance=0.005



=== Log clique consensus distance @ E33B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.021



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5632 top1= 80.3085


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1393 top1= 63.3313


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3337 top1= 66.5164

Train epoch 34
[E34B0  |    416/60000 (  1%) ] Loss: 0.0218 top1=100.0000

=== Log global consensus distance @ E34B0 ===
consensus_distance=0.005



=== Log clique consensus distance @ E34B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.020


[E34B10 |   4576/60000 (  8%) ] Loss: 0.0376 top1= 99.4318

=== Log global consensus distance @ E34B10 ===
consensus_distance=0.005



=== Log clique consensus distance @ E34B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.020


[E34B20 |   8736/60000 ( 15%) ] Loss: 0.0231 top1= 99.7159

=== Log global consensus distance @ E34B20 ===
consensus_distance=0.005



=== Log clique consensus distance @ E34B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.021



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5768 top1= 80.3686


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1417 top1= 63.7119


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3386 top1= 66.7067

Train epoch 35
[E35B0  |    416/60000 (  1%) ] Loss: 0.0206 top1=100.0000

=== Log global consensus distance @ E35B0 ===
consensus_distance=0.005



=== Log clique consensus distance @ E35B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.019


[E35B10 |   4576/60000 (  8%) ] Loss: 0.0356 top1= 99.4318

=== Log global consensus distance @ E35B10 ===
consensus_distance=0.005



=== Log clique consensus distance @ E35B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.019


[E35B20 |   8736/60000 ( 15%) ] Loss: 0.0223 top1= 99.7159

=== Log global consensus distance @ E35B20 ===
consensus_distance=0.005



=== Log clique consensus distance @ E35B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.020



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5909 top1= 80.4287


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1470 top1= 64.0425


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3451 top1= 67.0272

Train epoch 36
[E36B0  |    416/60000 (  1%) ] Loss: 0.0197 top1=100.0000

=== Log global consensus distance @ E36B0 ===
consensus_distance=0.005



=== Log clique consensus distance @ E36B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.019


[E36B10 |   4576/60000 (  8%) ] Loss: 0.0337 top1= 99.4318

=== Log global consensus distance @ E36B10 ===
consensus_distance=0.005



=== Log clique consensus distance @ E36B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.019


[E36B20 |   8736/60000 ( 15%) ] Loss: 0.0214 top1= 99.7159

=== Log global consensus distance @ E36B20 ===
consensus_distance=0.005



=== Log clique consensus distance @ E36B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.020



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.6049 top1= 80.4788


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1577 top1= 64.2428


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3508 top1= 67.4679

Train epoch 37
[E37B0  |    416/60000 (  1%) ] Loss: 0.0188 top1=100.0000

=== Log global consensus distance @ E37B0 ===
consensus_distance=0.004



=== Log clique consensus distance @ E37B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.018


[E37B10 |   4576/60000 (  8%) ] Loss: 0.0318 top1= 99.4318

=== Log global consensus distance @ E37B10 ===
consensus_distance=0.004



=== Log clique consensus distance @ E37B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.018


[E37B20 |   8736/60000 ( 15%) ] Loss: 0.0211 top1= 99.7159

=== Log global consensus distance @ E37B20 ===
consensus_distance=0.005



=== Log clique consensus distance @ E37B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.019



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.6153 top1= 80.5689


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1567 top1= 64.7536


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3506 top1= 67.6783

Train epoch 38
[E38B0  |    416/60000 (  1%) ] Loss: 0.0180 top1=100.0000

=== Log global consensus distance @ E38B0 ===
consensus_distance=0.004



=== Log clique consensus distance @ E38B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.018


[E38B10 |   4576/60000 (  8%) ] Loss: 0.0301 top1= 99.4318

=== Log global consensus distance @ E38B10 ===
consensus_distance=0.004



=== Log clique consensus distance @ E38B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.018


[E38B20 |   8736/60000 ( 15%) ] Loss: 0.0199 top1= 99.7159

=== Log global consensus distance @ E38B20 ===
consensus_distance=0.005



=== Log clique consensus distance @ E38B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.019



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.6288 top1= 80.6190


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1608 top1= 65.1142


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3547 top1= 68.0188

Train epoch 39
[E39B0  |    416/60000 (  1%) ] Loss: 0.0175 top1=100.0000

=== Log global consensus distance @ E39B0 ===
consensus_distance=0.004



=== Log clique consensus distance @ E39B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.018


[E39B10 |   4576/60000 (  8%) ] Loss: 0.0285 top1= 99.4318

=== Log global consensus distance @ E39B10 ===
consensus_distance=0.004



=== Log clique consensus distance @ E39B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.017


[E39B20 |   8736/60000 ( 15%) ] Loss: 0.0197 top1= 99.7159

=== Log global consensus distance @ E39B20 ===
consensus_distance=0.004



=== Log clique consensus distance @ E39B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.019



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.6411 top1= 80.6791


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1679 top1= 65.4046


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3548 top1= 68.3393

Train epoch 40
[E40B0  |    416/60000 (  1%) ] Loss: 0.0168 top1=100.0000

=== Log global consensus distance @ E40B0 ===
consensus_distance=0.004



=== Log clique consensus distance @ E40B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.017


[E40B10 |   4576/60000 (  8%) ] Loss: 0.0270 top1= 99.4318

=== Log global consensus distance @ E40B10 ===
consensus_distance=0.004



=== Log clique consensus distance @ E40B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.017


[E40B20 |   8736/60000 ( 15%) ] Loss: 0.0190 top1= 99.7159

=== Log global consensus distance @ E40B20 ===
consensus_distance=0.004



=== Log clique consensus distance @ E40B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.018



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.6522 top1= 80.6991


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1685 top1= 65.7051


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3577 top1= 68.6699

