
=== Start adding workers ===
=> Add worker SGDMWorker(index=0, momentum=0.95)
=> Add worker SGDMWorker(index=1, momentum=0.95)
=> Add worker SGDMWorker(index=2, momentum=0.95)
=> Add worker SGDMWorker(index=3, momentum=0.95)
=> Add worker SGDMWorker(index=4, momentum=0.95)
=> Add worker SGDMWorker(index=5, momentum=0.95)
=> Add worker SGDMWorker(index=6, momentum=0.95)
=> Add worker SGDMWorker(index=7, momentum=0.95)
=> Add worker SGDMWorker(index=8, momentum=0.95)
=> Add worker SGDMWorker(index=9, momentum=0.95)
=> Add worker SGDMWorker(index=10, momentum=0.95)
=> 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: 2.3051 top1=  8.5227

=== Peeking data label distribution E1B0 ===
Worker 0 has targets: tensor([9, 9, 2, 5, 8], device='cuda:0')
Worker 1 has targets: tensor([3, 4, 1, 1, 9], device='cuda:0')
Worker 2 has targets: tensor([5, 0, 6, 6, 2], device='cuda:0')
Worker 3 has targets: tensor([4, 6, 5, 0, 1], device='cuda:0')
Worker 4 has targets: tensor([7, 8, 5, 1, 0], device='cuda:0')
Worker 5 has targets: tensor([4, 9, 4, 4, 7], device='cuda:0')
Worker 6 has targets: tensor([9, 9, 7, 4, 9], device='cuda:0')
Worker 7 has targets: tensor([6, 3, 4, 0, 2], device='cuda:0')
Worker 8 has targets: tensor([8, 1, 1, 0, 6], device='cuda:0')
Worker 9 has targets: tensor([8, 3, 8, 7, 8], device='cuda:0')
Worker 10 has targets: tensor([7, 2, 7, 0, 7], device='cuda:0')
Worker 11 has targets: tensor([4, 5, 3, 6, 7], device='cuda:0')
Worker 12 has targets: tensor([8, 0, 3, 7, 2], 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: 2.2653 top1= 17.3295

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



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


[E 1B20 |   8736/60000 ( 15%) ] Loss: 2.1758 top1= 31.2500

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



=== Log clique consensus distance @ E1B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.003



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.0304 top1= 50.1102


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0184 top1= 52.4840


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0260 top1= 48.9483

Train epoch 2
[E 2B0  |    416/60000 (  1%) ] Loss: 2.0096 top1= 46.3068

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



=== Log clique consensus distance @ E2B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005


[E 2B10 |   4576/60000 (  8%) ] Loss: 1.7783 top1= 52.8409

=== Log global consensus distance @ E2B10 ===
consensus_distance=0.004



=== Log clique consensus distance @ E2B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.008


[E 2B20 |   8736/60000 ( 15%) ] Loss: 1.4688 top1= 59.0909

=== Log global consensus distance @ E2B20 ===
consensus_distance=0.005



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0520 top1= 74.7396


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.0275 top1= 77.1935


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.0495 top1= 75.0601

Train epoch 3
[E 3B0  |    416/60000 (  1%) ] Loss: 1.1334 top1= 67.3295

=== Log global consensus distance @ E3B0 ===
consensus_distance=0.007



=== Log clique consensus distance @ E3B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.017


[E 3B10 |   4576/60000 (  8%) ] Loss: 0.7633 top1= 77.8409

=== Log global consensus distance @ E3B10 ===
consensus_distance=0.010



=== Log clique consensus distance @ E3B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.022


[E 3B20 |   8736/60000 ( 15%) ] Loss: 0.7047 top1= 76.9886

=== Log global consensus distance @ E3B20 ===
consensus_distance=0.012



=== Log clique consensus distance @ E3B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.027



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5069 top1= 84.6554


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.4875 top1= 85.9976


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.4984 top1= 84.9559

Train epoch 4
[E 4B0  |    416/60000 (  1%) ] Loss: 0.5753 top1= 83.8068

=== Log global consensus distance @ E4B0 ===
consensus_distance=0.015



=== Log clique consensus distance @ E4B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.034


[E 4B10 |   4576/60000 (  8%) ] Loss: 0.4345 top1= 86.6477

=== Log global consensus distance @ E4B10 ===
consensus_distance=0.019



=== Log clique consensus distance @ E4B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.041


[E 4B20 |   8736/60000 ( 15%) ] Loss: 0.4871 top1= 84.3750

=== Log global consensus distance @ E4B20 ===
consensus_distance=0.021



=== Log clique consensus distance @ E4B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.048



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4165 top1= 86.9892


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3947 top1= 88.1611


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3942 top1= 88.0909

Train epoch 5
[E 5B0  |    416/60000 (  1%) ] Loss: 0.4066 top1= 87.7841

=== Log global consensus distance @ E5B0 ===
consensus_distance=0.024



=== Log clique consensus distance @ E5B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.055


[E 5B10 |   4576/60000 (  8%) ] Loss: 0.3405 top1= 89.4886

=== Log global consensus distance @ E5B10 ===
consensus_distance=0.026



=== Log clique consensus distance @ E5B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.062


[E 5B20 |   8736/60000 ( 15%) ] Loss: 0.4291 top1= 86.9318

=== Log global consensus distance @ E5B20 ===
consensus_distance=0.027



=== Log clique consensus distance @ E5B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.067



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4082 top1= 87.0893


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3657 top1= 88.9223


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3566 top1= 89.2228

Train epoch 6
[E 6B0  |    416/60000 (  1%) ] Loss: 0.3517 top1= 89.4886

=== Log global consensus distance @ E6B0 ===
consensus_distance=0.029



=== Log clique consensus distance @ E6B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.072


[E 6B10 |   4576/60000 (  8%) ] Loss: 0.3050 top1= 89.7727

=== Log global consensus distance @ E6B10 ===
consensus_distance=0.030



=== Log clique consensus distance @ E6B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.078


[E 6B20 |   8736/60000 ( 15%) ] Loss: 0.4137 top1= 87.5000

=== Log global consensus distance @ E6B20 ===
consensus_distance=0.032



=== Log clique consensus distance @ E6B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.083



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4152 top1= 86.9291


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3555 top1= 89.0224


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3495 top1= 89.3029

Train epoch 7
[E 7B0  |    416/60000 (  1%) ] Loss: 0.3432 top1= 89.4886

=== Log global consensus distance @ E7B0 ===
consensus_distance=0.033



=== Log clique consensus distance @ E7B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.086


[E 7B10 |   4576/60000 (  8%) ] Loss: 0.3199 top1= 89.7727

=== Log global consensus distance @ E7B10 ===
consensus_distance=0.034



=== Log clique consensus distance @ E7B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.091


[E 7B20 |   8736/60000 ( 15%) ] Loss: 0.3940 top1= 90.0568

=== Log global consensus distance @ E7B20 ===
consensus_distance=0.036



=== Log clique consensus distance @ E7B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.094



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4370 top1= 86.3982


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3465 top1= 89.2528


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3552 top1= 88.9523

Train epoch 8
[E 8B0  |    416/60000 (  1%) ] Loss: 0.3611 top1= 89.7727

=== Log global consensus distance @ E8B0 ===
consensus_distance=0.038



=== Log clique consensus distance @ E8B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.097


[E 8B10 |   4576/60000 (  8%) ] Loss: 0.3108 top1= 90.9091

=== Log global consensus distance @ E8B10 ===
consensus_distance=0.039



=== Log clique consensus distance @ E8B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.101


[E 8B20 |   8736/60000 ( 15%) ] Loss: 0.4363 top1= 86.3636

=== Log global consensus distance @ E8B20 ===
consensus_distance=0.041



=== Log clique consensus distance @ E8B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.103



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3431 top1= 89.4331


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3294 top1= 89.9840


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3341 top1= 89.7937

Train epoch 9
[E 9B0  |    416/60000 (  1%) ] Loss: 0.3531 top1= 88.9205

=== Log global consensus distance @ E9B0 ===
consensus_distance=0.040



=== Log clique consensus distance @ E9B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.104


[E 9B10 |   4576/60000 (  8%) ] Loss: 0.3053 top1= 88.0682

=== Log global consensus distance @ E9B10 ===
consensus_distance=0.042



=== Log clique consensus distance @ E9B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.106


[E 9B20 |   8736/60000 ( 15%) ] Loss: 0.3933 top1= 87.2159

=== Log global consensus distance @ E9B20 ===
consensus_distance=0.041



=== Log clique consensus distance @ E9B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.105



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3477 top1= 89.8037


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3241 top1= 90.3145


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3057 top1= 91.0056

Train epoch 10
[E10B0  |    416/60000 (  1%) ] Loss: 0.3549 top1= 89.2045

=== Log global consensus distance @ E10B0 ===
consensus_distance=0.041



=== Log clique consensus distance @ E10B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.104


[E10B10 |   4576/60000 (  8%) ] Loss: 0.2843 top1= 88.6364

=== Log global consensus distance @ E10B10 ===
consensus_distance=0.040



=== Log clique consensus distance @ E10B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.105


[E10B20 |   8736/60000 ( 15%) ] Loss: 0.3754 top1= 88.9205

=== Log global consensus distance @ E10B20 ===
consensus_distance=0.040



=== Log clique consensus distance @ E10B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.104



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3205 top1= 90.5148


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3086 top1= 90.7953


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2982 top1= 91.1258

Train epoch 11
[E11B0  |    416/60000 (  1%) ] Loss: 0.3287 top1= 89.4886

=== Log global consensus distance @ E11B0 ===
consensus_distance=0.037



=== Log clique consensus distance @ E11B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.101


[E11B10 |   4576/60000 (  8%) ] Loss: 0.2556 top1= 92.3295

=== Log global consensus distance @ E11B10 ===
consensus_distance=0.036



=== Log clique consensus distance @ E11B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.103


[E11B20 |   8736/60000 ( 15%) ] Loss: 0.3759 top1= 90.0568

=== Log global consensus distance @ E11B20 ===
consensus_distance=0.035



=== Log clique consensus distance @ E11B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.103



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3110 top1= 90.6951


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2977 top1= 91.1158


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2934 top1= 91.1158

Train epoch 12
[E12B0  |    416/60000 (  1%) ] Loss: 0.3056 top1= 90.6250

=== Log global consensus distance @ E12B0 ===
consensus_distance=0.034



=== Log clique consensus distance @ E12B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.101


[E12B10 |   4576/60000 (  8%) ] Loss: 0.2496 top1= 91.4773

=== Log global consensus distance @ E12B10 ===
consensus_distance=0.034



=== Log clique consensus distance @ E12B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.104


[E12B20 |   8736/60000 ( 15%) ] Loss: 0.3689 top1= 89.7727

=== Log global consensus distance @ E12B20 ===
consensus_distance=0.034



=== Log clique consensus distance @ E12B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.105



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3092 top1= 90.8954


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2915 top1= 91.2560


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2906 top1= 91.2059

Train epoch 13
[E13B0  |    416/60000 (  1%) ] Loss: 0.3023 top1= 90.0568

=== Log global consensus distance @ E13B0 ===
consensus_distance=0.034



=== Log clique consensus distance @ E13B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.105


[E13B10 |   4576/60000 (  8%) ] Loss: 0.2496 top1= 91.1932

=== Log global consensus distance @ E13B10 ===
consensus_distance=0.034



=== Log clique consensus distance @ E13B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.107


[E13B20 |   8736/60000 ( 15%) ] Loss: 0.3669 top1= 89.7727

=== Log global consensus distance @ E13B20 ===
consensus_distance=0.035



=== Log clique consensus distance @ E13B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.109



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3095 top1= 90.9555


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2894 top1= 91.3361


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2871 top1= 91.4062

Train epoch 14
[E14B0  |    416/60000 (  1%) ] Loss: 0.2962 top1= 90.0568

=== Log global consensus distance @ E14B0 ===
consensus_distance=0.035



=== Log clique consensus distance @ E14B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.110


[E14B10 |   4576/60000 (  8%) ] Loss: 0.2464 top1= 91.4773

=== Log global consensus distance @ E14B10 ===
consensus_distance=0.035



=== Log clique consensus distance @ E14B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.112


[E14B20 |   8736/60000 ( 15%) ] Loss: 0.3699 top1= 89.2045

=== Log global consensus distance @ E14B20 ===
consensus_distance=0.036



=== Log clique consensus distance @ E14B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.114



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3118 top1= 91.0256


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2887 top1= 91.4463


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2865 top1= 91.4563

Train epoch 15
[E15B0  |    416/60000 (  1%) ] Loss: 0.2956 top1= 89.2045

=== Log global consensus distance @ E15B0 ===
consensus_distance=0.036



=== Log clique consensus distance @ E15B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.114


[E15B10 |   4576/60000 (  8%) ] Loss: 0.2438 top1= 91.7614

=== Log global consensus distance @ E15B10 ===
consensus_distance=0.036



=== Log clique consensus distance @ E15B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.116


[E15B20 |   8736/60000 ( 15%) ] Loss: 0.3689 top1= 89.7727

=== Log global consensus distance @ E15B20 ===
consensus_distance=0.037



=== Log clique consensus distance @ E15B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.119



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3117 top1= 91.0256


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2877 top1= 91.4563


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2864 top1= 91.4363

Train epoch 16
[E16B0  |    416/60000 (  1%) ] Loss: 0.2951 top1= 90.0568

=== Log global consensus distance @ E16B0 ===
consensus_distance=0.037



=== Log clique consensus distance @ E16B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.119


[E16B10 |   4576/60000 (  8%) ] Loss: 0.2417 top1= 91.7614

=== Log global consensus distance @ E16B10 ===
consensus_distance=0.038



=== Log clique consensus distance @ E16B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.121


[E16B20 |   8736/60000 ( 15%) ] Loss: 0.3690 top1= 89.4886

=== Log global consensus distance @ E16B20 ===
consensus_distance=0.038



=== Log clique consensus distance @ E16B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.123



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3127 top1= 91.0256


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2878 top1= 91.4563


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2862 top1= 91.4864

Train epoch 17
[E17B0  |    416/60000 (  1%) ] Loss: 0.2933 top1= 89.4886

=== Log global consensus distance @ E17B0 ===
consensus_distance=0.038



=== Log clique consensus distance @ E17B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.122


[E17B10 |   4576/60000 (  8%) ] Loss: 0.2404 top1= 91.7614

=== Log global consensus distance @ E17B10 ===
consensus_distance=0.038



=== Log clique consensus distance @ E17B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.124


[E17B20 |   8736/60000 ( 15%) ] Loss: 0.3675 top1= 89.7727

=== Log global consensus distance @ E17B20 ===
consensus_distance=0.039



=== Log clique consensus distance @ E17B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.126



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3137 top1= 91.0256


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2875 top1= 91.4864


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2861 top1= 91.4964

Train epoch 18
[E18B0  |    416/60000 (  1%) ] Loss: 0.2922 top1= 90.3409

=== Log global consensus distance @ E18B0 ===
consensus_distance=0.039



=== Log clique consensus distance @ E18B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.125


[E18B10 |   4576/60000 (  8%) ] Loss: 0.2391 top1= 91.7614

=== Log global consensus distance @ E18B10 ===
consensus_distance=0.039



=== Log clique consensus distance @ E18B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.127


[E18B20 |   8736/60000 ( 15%) ] Loss: 0.3671 top1= 89.7727

=== Log global consensus distance @ E18B20 ===
consensus_distance=0.040



=== Log clique consensus distance @ E18B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.129



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3145 top1= 91.0156


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2876 top1= 91.4964


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2862 top1= 91.5164

Train epoch 19
[E19B0  |    416/60000 (  1%) ] Loss: 0.2924 top1= 89.7727

=== Log global consensus distance @ E19B0 ===
consensus_distance=0.040



=== Log clique consensus distance @ E19B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.128


[E19B10 |   4576/60000 (  8%) ] Loss: 0.2380 top1= 91.7614

=== Log global consensus distance @ E19B10 ===
consensus_distance=0.040



=== Log clique consensus distance @ E19B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.129


[E19B20 |   8736/60000 ( 15%) ] Loss: 0.3673 top1= 89.7727

=== Log global consensus distance @ E19B20 ===
consensus_distance=0.041



=== Log clique consensus distance @ E19B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.131



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3156 top1= 90.9756


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2882 top1= 91.4764


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2866 top1= 91.5565

Train epoch 20
[E20B0  |    416/60000 (  1%) ] Loss: 0.2926 top1= 90.0568

=== Log global consensus distance @ E20B0 ===
consensus_distance=0.040



=== Log clique consensus distance @ E20B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.130


[E20B10 |   4576/60000 (  8%) ] Loss: 0.2376 top1= 91.7614

=== Log global consensus distance @ E20B10 ===
consensus_distance=0.041



=== Log clique consensus distance @ E20B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.131


[E20B20 |   8736/60000 ( 15%) ] Loss: 0.3672 top1= 89.7727

=== Log global consensus distance @ E20B20 ===
consensus_distance=0.041



=== Log clique consensus distance @ E20B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.133



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3165 top1= 91.0056


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2885 top1= 91.4463


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2867 top1= 91.5264

Train epoch 21
[E21B0  |    416/60000 (  1%) ] Loss: 0.2924 top1= 90.0568

=== Log global consensus distance @ E21B0 ===
consensus_distance=0.041



=== Log clique consensus distance @ E21B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.132


[E21B10 |   4576/60000 (  8%) ] Loss: 0.2358 top1= 91.7614

=== Log global consensus distance @ E21B10 ===
consensus_distance=0.041



=== Log clique consensus distance @ E21B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.133


[E21B20 |   8736/60000 ( 15%) ] Loss: 0.3666 top1= 89.7727

=== Log global consensus distance @ E21B20 ===
consensus_distance=0.042



=== Log clique consensus distance @ E21B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.135



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3173 top1= 90.9956


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2888 top1= 91.4363


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2871 top1= 91.5264

Train epoch 22
[E22B0  |    416/60000 (  1%) ] Loss: 0.2923 top1= 90.3409

=== Log global consensus distance @ E22B0 ===
consensus_distance=0.042



=== Log clique consensus distance @ E22B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.134


[E22B10 |   4576/60000 (  8%) ] Loss: 0.2366 top1= 91.7614

=== Log global consensus distance @ E22B10 ===
consensus_distance=0.042



=== Log clique consensus distance @ E22B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.135


[E22B20 |   8736/60000 ( 15%) ] Loss: 0.3668 top1= 89.7727

=== Log global consensus distance @ E22B20 ===
consensus_distance=0.043



=== Log clique consensus distance @ E22B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.137



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3181 top1= 91.0056


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2892 top1= 91.4663


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2871 top1= 91.5665

Train epoch 23
[E23B0  |    416/60000 (  1%) ] Loss: 0.2925 top1= 90.0568

=== Log global consensus distance @ E23B0 ===
consensus_distance=0.042



=== Log clique consensus distance @ E23B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.135


[E23B10 |   4576/60000 (  8%) ] Loss: 0.2348 top1= 91.7614

=== Log global consensus distance @ E23B10 ===
consensus_distance=0.043



=== Log clique consensus distance @ E23B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.137


[E23B20 |   8736/60000 ( 15%) ] Loss: 0.3663 top1= 89.7727

=== Log global consensus distance @ E23B20 ===
consensus_distance=0.043



=== Log clique consensus distance @ E23B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.138



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3187 top1= 90.9655


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2894 top1= 91.4864


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2873 top1= 91.5465

Train epoch 24
[E24B0  |    416/60000 (  1%) ] Loss: 0.2926 top1= 90.0568

=== Log global consensus distance @ E24B0 ===
consensus_distance=0.043



=== Log clique consensus distance @ E24B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.137


[E24B10 |   4576/60000 (  8%) ] Loss: 0.2348 top1= 91.7614

=== Log global consensus distance @ E24B10 ===
consensus_distance=0.043



=== Log clique consensus distance @ E24B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.138


[E24B20 |   8736/60000 ( 15%) ] Loss: 0.3664 top1= 89.4886

=== Log global consensus distance @ E24B20 ===
consensus_distance=0.044



=== Log clique consensus distance @ E24B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.140



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3195 top1= 90.9756


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2898 top1= 91.4463


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2878 top1= 91.5264

Train epoch 25
[E25B0  |    416/60000 (  1%) ] Loss: 0.2934 top1= 90.0568

=== Log global consensus distance @ E25B0 ===
consensus_distance=0.043



=== Log clique consensus distance @ E25B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.138


[E25B10 |   4576/60000 (  8%) ] Loss: 0.2346 top1= 92.0455

=== Log global consensus distance @ E25B10 ===
consensus_distance=0.043



=== Log clique consensus distance @ E25B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.140


[E25B20 |   8736/60000 ( 15%) ] Loss: 0.3664 top1= 89.4886

=== Log global consensus distance @ E25B20 ===
consensus_distance=0.044



=== Log clique consensus distance @ E25B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.141



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3202 top1= 90.9856


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2901 top1= 91.4864


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2878 top1= 91.5465

Train epoch 26
[E26B0  |    416/60000 (  1%) ] Loss: 0.2924 top1= 90.0568

=== Log global consensus distance @ E26B0 ===
consensus_distance=0.044



=== Log clique consensus distance @ E26B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.139


[E26B10 |   4576/60000 (  8%) ] Loss: 0.2341 top1= 92.0455

=== Log global consensus distance @ E26B10 ===
consensus_distance=0.044



=== Log clique consensus distance @ E26B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.141


[E26B20 |   8736/60000 ( 15%) ] Loss: 0.3667 top1= 89.4886

=== Log global consensus distance @ E26B20 ===
consensus_distance=0.044



=== Log clique consensus distance @ E26B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.142



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3209 top1= 90.9856


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2901 top1= 91.4463


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2883 top1= 91.5264

Train epoch 27
[E27B0  |    416/60000 (  1%) ] Loss: 0.2927 top1= 90.0568

=== Log global consensus distance @ E27B0 ===
consensus_distance=0.044



=== Log clique consensus distance @ E27B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.141


[E27B10 |   4576/60000 (  8%) ] Loss: 0.2342 top1= 91.7614

=== Log global consensus distance @ E27B10 ===
consensus_distance=0.044



=== Log clique consensus distance @ E27B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.142


[E27B20 |   8736/60000 ( 15%) ] Loss: 0.3665 top1= 89.4886

=== Log global consensus distance @ E27B20 ===
consensus_distance=0.045



=== Log clique consensus distance @ E27B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.144



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3217 top1= 90.9655


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2908 top1= 91.5064


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2884 top1= 91.5365

Train epoch 28
[E28B0  |    416/60000 (  1%) ] Loss: 0.2922 top1= 90.0568

=== Log global consensus distance @ E28B0 ===
consensus_distance=0.044



=== Log clique consensus distance @ E28B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.142


[E28B10 |   4576/60000 (  8%) ] Loss: 0.2338 top1= 92.0455

=== Log global consensus distance @ E28B10 ===
consensus_distance=0.045



=== Log clique consensus distance @ E28B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.143


[E28B20 |   8736/60000 ( 15%) ] Loss: 0.3663 top1= 89.4886

=== Log global consensus distance @ E28B20 ===
consensus_distance=0.045



=== Log clique consensus distance @ E28B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.145



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3221 top1= 90.9856


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2908 top1= 91.4764


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2885 top1= 91.5264

Train epoch 29
[E29B0  |    416/60000 (  1%) ] Loss: 0.2928 top1= 89.7727

=== Log global consensus distance @ E29B0 ===
consensus_distance=0.045



=== Log clique consensus distance @ E29B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.143


[E29B10 |   4576/60000 (  8%) ] Loss: 0.2342 top1= 92.0455

=== Log global consensus distance @ E29B10 ===
consensus_distance=0.045



=== Log clique consensus distance @ E29B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.144


[E29B20 |   8736/60000 ( 15%) ] Loss: 0.3654 top1= 89.7727

=== Log global consensus distance @ E29B20 ===
consensus_distance=0.045



=== Log clique consensus distance @ E29B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.145



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3229 top1= 90.9756


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2911 top1= 91.4964


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2890 top1= 91.5064

Train epoch 30
[E30B0  |    416/60000 (  1%) ] Loss: 0.2925 top1= 90.0568

=== Log global consensus distance @ E30B0 ===
consensus_distance=0.045



=== Log clique consensus distance @ E30B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.144


[E30B10 |   4576/60000 (  8%) ] Loss: 0.2327 top1= 92.3295

=== Log global consensus distance @ E30B10 ===
consensus_distance=0.045



=== Log clique consensus distance @ E30B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.145


[E30B20 |   8736/60000 ( 15%) ] Loss: 0.3661 top1= 89.4886

=== Log global consensus distance @ E30B20 ===
consensus_distance=0.046



=== Log clique consensus distance @ E30B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.147



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3234 top1= 90.9756


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2914 top1= 91.4563


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2889 top1= 91.5164

Train epoch 31
[E31B0  |    416/60000 (  1%) ] Loss: 0.2928 top1= 89.7727

=== Log global consensus distance @ E31B0 ===
consensus_distance=0.045



=== Log clique consensus distance @ E31B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.145


[E31B10 |   4576/60000 (  8%) ] Loss: 0.2333 top1= 92.0455

=== Log global consensus distance @ E31B10 ===
consensus_distance=0.046



=== Log clique consensus distance @ E31B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.146


[E31B20 |   8736/60000 ( 15%) ] Loss: 0.3657 top1= 90.0568

=== Log global consensus distance @ E31B20 ===
consensus_distance=0.046



=== Log clique consensus distance @ E31B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.147



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3239 top1= 90.9756


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2916 top1= 91.4463


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2890 top1= 91.5064

Train epoch 32
[E32B0  |    416/60000 (  1%) ] Loss: 0.2926 top1= 90.0568

=== Log global consensus distance @ E32B0 ===
consensus_distance=0.046



=== Log clique consensus distance @ E32B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.146


[E32B10 |   4576/60000 (  8%) ] Loss: 0.2329 top1= 92.3295

=== Log global consensus distance @ E32B10 ===
consensus_distance=0.046



=== Log clique consensus distance @ E32B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.147


[E32B20 |   8736/60000 ( 15%) ] Loss: 0.3651 top1= 89.4886

=== Log global consensus distance @ E32B20 ===
consensus_distance=0.046



=== Log clique consensus distance @ E32B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.149



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3244 top1= 90.9655


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2918 top1= 91.4663


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2893 top1= 91.5565

Train epoch 33
[E33B0  |    416/60000 (  1%) ] Loss: 0.2927 top1= 89.7727

=== Log global consensus distance @ E33B0 ===
consensus_distance=0.046



=== Log clique consensus distance @ E33B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.147


[E33B10 |   4576/60000 (  8%) ] Loss: 0.2325 top1= 92.3295

=== Log global consensus distance @ E33B10 ===
consensus_distance=0.046



=== Log clique consensus distance @ E33B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.148


[E33B20 |   8736/60000 ( 15%) ] Loss: 0.3658 top1= 89.4886

=== Log global consensus distance @ E33B20 ===
consensus_distance=0.047



=== Log clique consensus distance @ E33B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.149



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3251 top1= 90.9756


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2923 top1= 91.4363


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2896 top1= 91.5565

Train epoch 34
[E34B0  |    416/60000 (  1%) ] Loss: 0.2933 top1= 90.0568

=== Log global consensus distance @ E34B0 ===
consensus_distance=0.046



=== Log clique consensus distance @ E34B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.148


[E34B10 |   4576/60000 (  8%) ] Loss: 0.2334 top1= 92.3295

=== Log global consensus distance @ E34B10 ===
consensus_distance=0.047



=== Log clique consensus distance @ E34B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.149


[E34B20 |   8736/60000 ( 15%) ] Loss: 0.3654 top1= 89.4886

=== Log global consensus distance @ E34B20 ===
consensus_distance=0.047



=== Log clique consensus distance @ E34B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.151



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3257 top1= 90.9555


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2924 top1= 91.4663


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2900 top1= 91.5264

Train epoch 35
[E35B0  |    416/60000 (  1%) ] Loss: 0.2935 top1= 89.7727

=== Log global consensus distance @ E35B0 ===
consensus_distance=0.047



=== Log clique consensus distance @ E35B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.149


[E35B10 |   4576/60000 (  8%) ] Loss: 0.2325 top1= 92.3295

=== Log global consensus distance @ E35B10 ===
consensus_distance=0.047



=== Log clique consensus distance @ E35B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.150


[E35B20 |   8736/60000 ( 15%) ] Loss: 0.3654 top1= 89.4886

=== Log global consensus distance @ E35B20 ===
consensus_distance=0.047



=== Log clique consensus distance @ E35B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.151



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3262 top1= 90.9555


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2927 top1= 91.4563


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2902 top1= 91.5865

Train epoch 36
[E36B0  |    416/60000 (  1%) ] Loss: 0.2931 top1= 89.7727

=== Log global consensus distance @ E36B0 ===
consensus_distance=0.047



=== Log clique consensus distance @ E36B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.149


[E36B10 |   4576/60000 (  8%) ] Loss: 0.2314 top1= 92.3295

=== Log global consensus distance @ E36B10 ===
consensus_distance=0.047



=== Log clique consensus distance @ E36B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.151


[E36B20 |   8736/60000 ( 15%) ] Loss: 0.3651 top1= 89.4886

=== Log global consensus distance @ E36B20 ===
consensus_distance=0.048



=== Log clique consensus distance @ E36B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.152



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3265 top1= 90.9655


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2929 top1= 91.4463


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2901 top1= 91.5565

Train epoch 37
[E37B0  |    416/60000 (  1%) ] Loss: 0.2935 top1= 89.4886

=== Log global consensus distance @ E37B0 ===
consensus_distance=0.047



=== Log clique consensus distance @ E37B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.150


[E37B10 |   4576/60000 (  8%) ] Loss: 0.2318 top1= 92.3295

=== Log global consensus distance @ E37B10 ===
consensus_distance=0.047



=== Log clique consensus distance @ E37B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.152


[E37B20 |   8736/60000 ( 15%) ] Loss: 0.3648 top1= 89.7727

=== Log global consensus distance @ E37B20 ===
consensus_distance=0.048



=== Log clique consensus distance @ E37B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.153



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3271 top1= 90.9555


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2931 top1= 91.4463


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2904 top1= 91.5765

Train epoch 38
[E38B0  |    416/60000 (  1%) ] Loss: 0.2939 top1= 89.7727

=== Log global consensus distance @ E38B0 ===
consensus_distance=0.047



=== Log clique consensus distance @ E38B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.151


[E38B10 |   4576/60000 (  8%) ] Loss: 0.2323 top1= 92.3295

=== Log global consensus distance @ E38B10 ===
consensus_distance=0.048



=== Log clique consensus distance @ E38B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.153


[E38B20 |   8736/60000 ( 15%) ] Loss: 0.3659 top1= 89.4886

=== Log global consensus distance @ E38B20 ===
consensus_distance=0.048



=== Log clique consensus distance @ E38B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.154



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3276 top1= 90.9655


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2937 top1= 91.4864


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2905 top1= 91.5565

Train epoch 39
[E39B0  |    416/60000 (  1%) ] Loss: 0.2938 top1= 89.7727

=== Log global consensus distance @ E39B0 ===
consensus_distance=0.048



=== Log clique consensus distance @ E39B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.152


[E39B10 |   4576/60000 (  8%) ] Loss: 0.2306 top1= 92.3295

=== Log global consensus distance @ E39B10 ===
consensus_distance=0.048



=== Log clique consensus distance @ E39B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.153


[E39B20 |   8736/60000 ( 15%) ] Loss: 0.3658 top1= 89.7727

=== Log global consensus distance @ E39B20 ===
consensus_distance=0.048



=== Log clique consensus distance @ E39B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.154



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3279 top1= 90.9555


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2936 top1= 91.4764


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2907 top1= 91.5865

Train epoch 40
[E40B0  |    416/60000 (  1%) ] Loss: 0.2936 top1= 89.4886

=== Log global consensus distance @ E40B0 ===
consensus_distance=0.048



=== Log clique consensus distance @ E40B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.152


[E40B10 |   4576/60000 (  8%) ] Loss: 0.2318 top1= 92.3295

=== Log global consensus distance @ E40B10 ===
consensus_distance=0.048



=== Log clique consensus distance @ E40B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.154


[E40B20 |   8736/60000 ( 15%) ] Loss: 0.3646 top1= 90.0568

=== Log global consensus distance @ E40B20 ===
consensus_distance=0.049



=== Log clique consensus distance @ E40B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.155



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3282 top1= 90.9655


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2935 top1= 91.4864


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2911 top1= 91.5765

