
=== 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)

=== 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: 2.2967 top1= 11.3636

=== 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 |   8736/60000 ( 15%) ] Loss: 2.2866 top1= 10.5114

=== 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=2.2777 top1= 17.4780


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2779 top1= 17.2276


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2778 top1= 17.5881

Train epoch 2
[E 2B0  |    416/60000 (  1%) ] Loss: 2.2765 top1= 12.7841

=== 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 |   4576/60000 (  8%) ] Loss: 2.2696 top1= 15.9091

=== 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 |   8736/60000 ( 15%) ] Loss: 2.2605 top1= 14.2045

=== 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=2.2519 top1= 26.1218


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2519 top1= 26.4123


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2522 top1= 26.4123

Train epoch 3
[E 3B0  |    416/60000 (  1%) ] Loss: 2.2482 top1= 19.3182

=== 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 |   4576/60000 (  8%) ] Loss: 2.2422 top1= 22.4432

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



=== Log clique consensus distance @ E3B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.001


[E 3B20 |   8736/60000 ( 15%) ] Loss: 2.2327 top1= 20.7386

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



=== Log clique consensus distance @ E3B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.001



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2239 top1= 29.2468


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2237 top1= 30.2584


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2245 top1= 31.5505

Train epoch 4
[E 4B0  |    416/60000 (  1%) ] Loss: 2.2186 top1= 25.2841

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



=== Log clique consensus distance @ E4B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.001


[E 4B10 |   4576/60000 (  8%) ] Loss: 2.2122 top1= 26.7045

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



=== Log clique consensus distance @ E4B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.001


[E 4B20 |   8736/60000 ( 15%) ] Loss: 2.2018 top1= 27.2727

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



=== Log clique consensus distance @ E4B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.001



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1924 top1= 37.5901


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1924 top1= 35.3866


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1938 top1= 39.7135

Train epoch 5
[E 5B0  |    416/60000 (  1%) ] Loss: 2.1865 top1= 30.9659

=== Log global consensus distance @ E5B0 ===
consensus_distance=0.001



=== Log clique consensus distance @ E5B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.001


[E 5B10 |   4576/60000 (  8%) ] Loss: 2.1786 top1= 33.8068

=== Log global consensus distance @ E5B10 ===
consensus_distance=0.001



=== Log clique consensus distance @ E5B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.002


[E 5B20 |   8736/60000 ( 15%) ] Loss: 2.1675 top1= 32.6705

=== Log global consensus distance @ E5B20 ===
consensus_distance=0.001



=== Log clique consensus distance @ E5B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.002



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1573 top1= 41.4764


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1577 top1= 41.3962


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1597 top1= 42.5481

Train epoch 6
[E 6B0  |    416/60000 (  1%) ] Loss: 2.1516 top1= 35.2273

=== Log global consensus distance @ E6B0 ===
consensus_distance=0.001



=== Log clique consensus distance @ E6B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.002


[E 6B10 |   4576/60000 (  8%) ] Loss: 2.1413 top1= 38.9205

=== Log global consensus distance @ E6B10 ===
consensus_distance=0.001



=== Log clique consensus distance @ E6B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.002


[E 6B20 |   8736/60000 ( 15%) ] Loss: 2.1291 top1= 38.9205

=== Log global consensus distance @ E6B20 ===
consensus_distance=0.001



=== Log clique consensus distance @ E6B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.003



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1182 top1= 44.2708


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1190 top1= 45.1322


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1220 top1= 44.3309

Train epoch 7
[E 7B0  |    416/60000 (  1%) ] Loss: 2.1132 top1= 39.2045

=== Log global consensus distance @ E7B0 ===
consensus_distance=0.001



=== Log clique consensus distance @ E7B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.003


[E 7B10 |   4576/60000 (  8%) ] Loss: 2.0992 top1= 41.4773

=== Log global consensus distance @ E7B10 ===
consensus_distance=0.001



=== Log clique consensus distance @ E7B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004


[E 7B20 |   8736/60000 ( 15%) ] Loss: 2.0859 top1= 43.4659

=== Log global consensus distance @ E7B20 ===
consensus_distance=0.001



=== Log clique consensus distance @ E7B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.0743 top1= 47.0252


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0753 top1= 48.9183


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0799 top1= 46.4143

Train epoch 8
[E 8B0  |    416/60000 (  1%) ] Loss: 2.0702 top1= 41.1932

=== Log global consensus distance @ E8B0 ===
consensus_distance=0.002



=== Log clique consensus distance @ E8B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004


[E 8B10 |   4576/60000 (  8%) ] Loss: 2.0516 top1= 45.7386

=== Log global consensus distance @ E8B10 ===
consensus_distance=0.002



=== Log clique consensus distance @ E8B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005


[E 8B20 |   8736/60000 ( 15%) ] Loss: 2.0378 top1= 46.5909

=== Log global consensus distance @ E8B20 ===
consensus_distance=0.002



=== Log clique consensus distance @ E8B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.0249 top1= 49.9599


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0257 top1= 52.4940


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0329 top1= 49.0585

Train epoch 9
[E 9B0  |    416/60000 (  1%) ] Loss: 2.0217 top1= 44.0341

=== Log global consensus distance @ E9B0 ===
consensus_distance=0.002



=== Log clique consensus distance @ E9B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.006


[E 9B10 |   4576/60000 (  8%) ] Loss: 1.9981 top1= 49.4318

=== Log global consensus distance @ E9B10 ===
consensus_distance=0.002



=== Log clique consensus distance @ E9B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.006


[E 9B20 |   8736/60000 ( 15%) ] Loss: 1.9838 top1= 50.5682

=== Log global consensus distance @ E9B20 ===
consensus_distance=0.002



=== Log clique consensus distance @ E9B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.9694 top1= 52.9046


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9701 top1= 55.7792


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.9797 top1= 52.1334

Train epoch 10
[E10B0  |    416/60000 (  1%) ] Loss: 1.9672 top1= 48.5795

=== Log global consensus distance @ E10B0 ===
consensus_distance=0.003



=== Log clique consensus distance @ E10B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007


[E10B10 |   4576/60000 (  8%) ] Loss: 1.9376 top1= 52.5568

=== Log global consensus distance @ E10B10 ===
consensus_distance=0.003



=== Log clique consensus distance @ E10B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.008


[E10B20 |   8736/60000 ( 15%) ] Loss: 1.9237 top1= 52.8409

=== Log global consensus distance @ E10B20 ===
consensus_distance=0.003



=== Log clique consensus distance @ E10B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.009



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.9071 top1= 55.9896


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9080 top1= 58.8041


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.9199 top1= 55.4487

Train epoch 11
[E11B0  |    416/60000 (  1%) ] Loss: 1.9066 top1= 51.1364

=== Log global consensus distance @ E11B0 ===
consensus_distance=0.003



=== Log clique consensus distance @ E11B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.009


[E11B10 |   4576/60000 (  8%) ] Loss: 1.8697 top1= 55.9659

=== Log global consensus distance @ E11B10 ===
consensus_distance=0.004



=== Log clique consensus distance @ E11B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.010


[E11B20 |   8736/60000 ( 15%) ] Loss: 1.8573 top1= 55.1136

=== Log global consensus distance @ E11B20 ===
consensus_distance=0.004



=== Log clique consensus distance @ E11B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.011



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8378 top1= 58.6739


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8390 top1= 61.4483


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.8528 top1= 58.7139

Train epoch 12
[E12B0  |    416/60000 (  1%) ] Loss: 1.8395 top1= 53.9773

=== Log global consensus distance @ E12B0 ===
consensus_distance=0.004



=== Log clique consensus distance @ E12B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.012


[E12B10 |   4576/60000 (  8%) ] Loss: 1.7944 top1= 58.5227

=== Log global consensus distance @ E12B10 ===
consensus_distance=0.004



=== Log clique consensus distance @ E12B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.012


[E12B20 |   8736/60000 ( 15%) ] Loss: 1.7842 top1= 56.5341

=== Log global consensus distance @ E12B20 ===
consensus_distance=0.005



=== Log clique consensus distance @ E12B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.013



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.7613 top1= 61.1879


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7628 top1= 64.0525


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.7789 top1= 61.4784

Train epoch 13
[E13B0  |    416/60000 (  1%) ] Loss: 1.7663 top1= 55.1136

=== Log global consensus distance @ E13B0 ===
consensus_distance=0.005



=== Log clique consensus distance @ E13B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.014


[E13B10 |   4576/60000 (  8%) ] Loss: 1.7119 top1= 60.5114

=== Log global consensus distance @ E13B10 ===
consensus_distance=0.005



=== Log clique consensus distance @ E13B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.015


[E13B20 |   8736/60000 ( 15%) ] Loss: 1.7052 top1= 58.5227

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



=== Log clique consensus distance @ E13B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.016



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.6782 top1= 63.6619


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6800 top1= 66.5665


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.6985 top1= 64.5533

Train epoch 14
[E14B0  |    416/60000 (  1%) ] Loss: 1.6877 top1= 56.2500

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



=== Log clique consensus distance @ E14B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.017


[E14B10 |   4576/60000 (  8%) ] Loss: 1.6235 top1= 63.3523

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



=== Log clique consensus distance @ E14B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.018


[E14B20 |   8736/60000 ( 15%) ] Loss: 1.6216 top1= 60.7955

=== Log global consensus distance @ E14B20 ===
consensus_distance=0.007



=== Log clique consensus distance @ E14B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.019



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5896 top1= 66.0557


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5915 top1= 68.7600


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.6127 top1= 67.1975

Train epoch 15
[E15B0  |    416/60000 (  1%) ] Loss: 1.6049 top1= 58.5227

=== Log global consensus distance @ E15B0 ===
consensus_distance=0.007



=== Log clique consensus distance @ E15B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.020


[E15B10 |   4576/60000 (  8%) ] Loss: 1.5306 top1= 66.1932

=== Log global consensus distance @ E15B10 ===
consensus_distance=0.007



=== Log clique consensus distance @ E15B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.021


[E15B20 |   8736/60000 ( 15%) ] Loss: 1.5347 top1= 63.6364

=== Log global consensus distance @ E15B20 ===
consensus_distance=0.008



=== Log clique consensus distance @ E15B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.022



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.4971 top1= 68.3694


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4990 top1= 70.9836


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.5226 top1= 69.4411

Train epoch 16
[E16B0  |    416/60000 (  1%) ] Loss: 1.5187 top1= 61.6477

=== Log global consensus distance @ E16B0 ===
consensus_distance=0.008



=== Log clique consensus distance @ E16B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.023


[E16B10 |   4576/60000 (  8%) ] Loss: 1.4350 top1= 68.7500

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



=== Log clique consensus distance @ E16B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.024


[E16B20 |   8736/60000 ( 15%) ] Loss: 1.4464 top1= 65.0568

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



=== Log clique consensus distance @ E16B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.026



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.4030 top1= 70.9034


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4048 top1= 73.2472


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4299 top1= 71.6647

Train epoch 17
[E17B0  |    416/60000 (  1%) ] Loss: 1.4313 top1= 63.6364

=== Log global consensus distance @ E17B0 ===
consensus_distance=0.010



=== Log clique consensus distance @ E17B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.027


[E17B10 |   4576/60000 (  8%) ] Loss: 1.3391 top1= 70.7386

=== Log global consensus distance @ E17B10 ===
consensus_distance=0.010



=== Log clique consensus distance @ E17B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.028


[E17B20 |   8736/60000 ( 15%) ] Loss: 1.3588 top1= 67.0455

=== Log global consensus distance @ E17B20 ===
consensus_distance=0.010



=== Log clique consensus distance @ E17B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.029



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.3096 top1= 72.9367


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3113 top1= 74.9299


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3369 top1= 73.8482

Train epoch 18
[E18B0  |    416/60000 (  1%) ] Loss: 1.3450 top1= 66.1932

=== Log global consensus distance @ E18B0 ===
consensus_distance=0.011



=== Log clique consensus distance @ E18B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.031


[E18B10 |   4576/60000 (  8%) ] Loss: 1.2452 top1= 73.2955

=== Log global consensus distance @ E18B10 ===
consensus_distance=0.011



=== Log clique consensus distance @ E18B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.032


[E18B20 |   8736/60000 ( 15%) ] Loss: 1.2739 top1= 67.6136

=== Log global consensus distance @ E18B20 ===
consensus_distance=0.012



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.2193 top1= 74.7997


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2210 top1= 76.6126


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.2458 top1= 75.6410

Train epoch 19
[E19B0  |    416/60000 (  1%) ] Loss: 1.2612 top1= 68.4659

=== Log global consensus distance @ E19B0 ===
consensus_distance=0.012



=== Log clique consensus distance @ E19B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.035


[E19B10 |   4576/60000 (  8%) ] Loss: 1.1555 top1= 74.7159

=== Log global consensus distance @ E19B10 ===
consensus_distance=0.013



=== Log clique consensus distance @ E19B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.036


[E19B20 |   8736/60000 ( 15%) ] Loss: 1.1933 top1= 68.7500

=== Log global consensus distance @ E19B20 ===
consensus_distance=0.013



=== Log clique consensus distance @ E19B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.038



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.1342 top1= 76.4724


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.1359 top1= 77.8746


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.1590 top1= 77.2135

Train epoch 20
[E20B0  |    416/60000 (  1%) ] Loss: 1.1819 top1= 69.6023

=== Log global consensus distance @ E20B0 ===
consensus_distance=0.014



=== Log clique consensus distance @ E20B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.039


[E20B10 |   4576/60000 (  8%) ] Loss: 1.0720 top1= 75.5682

=== Log global consensus distance @ E20B10 ===
consensus_distance=0.015



=== Log clique consensus distance @ E20B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.041


[E20B20 |   8736/60000 ( 15%) ] Loss: 1.1184 top1= 71.5909

=== Log global consensus distance @ E20B20 ===
consensus_distance=0.015



=== Log clique consensus distance @ E20B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.043



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0556 top1= 77.7544


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.0575 top1= 78.9563


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.0782 top1= 78.7059

Train epoch 21
[E21B0  |    416/60000 (  1%) ] Loss: 1.1078 top1= 71.0227

=== Log global consensus distance @ E21B0 ===
consensus_distance=0.016



=== Log clique consensus distance @ E21B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.044


[E21B10 |   4576/60000 (  8%) ] Loss: 0.9956 top1= 76.7045

=== Log global consensus distance @ E21B10 ===
consensus_distance=0.016



=== Log clique consensus distance @ E21B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.046


[E21B20 |   8736/60000 ( 15%) ] Loss: 1.0497 top1= 73.8636

=== Log global consensus distance @ E21B20 ===
consensus_distance=0.017



=== Log clique consensus distance @ E21B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.047



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9847 top1= 78.9163


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.9865 top1= 80.0681


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.0045 top1= 79.7075

Train epoch 22
[E22B0  |    416/60000 (  1%) ] Loss: 1.0398 top1= 72.4432

=== Log global consensus distance @ E22B0 ===
consensus_distance=0.017



=== Log clique consensus distance @ E22B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.049


[E22B10 |   4576/60000 (  8%) ] Loss: 0.9270 top1= 78.4091

=== Log global consensus distance @ E22B10 ===
consensus_distance=0.018



=== Log clique consensus distance @ E22B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.051


[E22B20 |   8736/60000 ( 15%) ] Loss: 0.9876 top1= 75.5682

=== Log global consensus distance @ E22B20 ===
consensus_distance=0.018



=== Log clique consensus distance @ E22B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.052



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9211 top1= 79.8778


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.9231 top1= 80.9796


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.9382 top1= 80.6290

Train epoch 23
[E23B0  |    416/60000 (  1%) ] Loss: 0.9779 top1= 74.7159

=== Log global consensus distance @ E23B0 ===
consensus_distance=0.019



=== Log clique consensus distance @ E23B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.054


[E23B10 |   4576/60000 (  8%) ] Loss: 0.8657 top1= 80.1136

=== Log global consensus distance @ E23B10 ===
consensus_distance=0.020



=== Log clique consensus distance @ E23B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.056


[E23B20 |   8736/60000 ( 15%) ] Loss: 0.9317 top1= 76.9886

=== Log global consensus distance @ E23B20 ===
consensus_distance=0.020



=== Log clique consensus distance @ E23B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.057



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8648 top1= 80.7993


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.8671 top1= 81.5905


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.8793 top1= 81.5605

Train epoch 24
[E24B0  |    416/60000 (  1%) ] Loss: 0.9221 top1= 76.9886

=== Log global consensus distance @ E24B0 ===
consensus_distance=0.021



=== Log clique consensus distance @ E24B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.059


[E24B10 |   4576/60000 (  8%) ] Loss: 0.8112 top1= 79.8295

=== Log global consensus distance @ E24B10 ===
consensus_distance=0.021



=== Log clique consensus distance @ E24B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.061


[E24B20 |   8736/60000 ( 15%) ] Loss: 0.8817 top1= 77.5568

=== Log global consensus distance @ E24B20 ===
consensus_distance=0.022



=== Log clique consensus distance @ E24B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.063



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8152 top1= 81.6707


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.8177 top1= 82.3117


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.8274 top1= 82.2716

Train epoch 25
[E25B0  |    416/60000 (  1%) ] Loss: 0.8718 top1= 78.6932

=== Log global consensus distance @ E25B0 ===
consensus_distance=0.023



=== Log clique consensus distance @ E25B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.065


[E25B10 |   4576/60000 (  8%) ] Loss: 0.7628 top1= 81.2500

=== Log global consensus distance @ E25B10 ===
consensus_distance=0.023



=== Log clique consensus distance @ E25B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.066


[E25B20 |   8736/60000 ( 15%) ] Loss: 0.8371 top1= 78.1250

=== Log global consensus distance @ E25B20 ===
consensus_distance=0.024



=== Log clique consensus distance @ E25B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.068



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7714 top1= 82.4018


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.7742 top1= 82.9227


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.7815 top1= 82.8726

Train epoch 26
[E26B0  |    416/60000 (  1%) ] Loss: 0.8266 top1= 78.6932

=== Log global consensus distance @ E26B0 ===
consensus_distance=0.025



=== Log clique consensus distance @ E26B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.070


[E26B10 |   4576/60000 (  8%) ] Loss: 0.7200 top1= 81.8182

=== Log global consensus distance @ E26B10 ===
consensus_distance=0.025



=== Log clique consensus distance @ E26B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.072


[E26B20 |   8736/60000 ( 15%) ] Loss: 0.7970 top1= 79.2614

=== Log global consensus distance @ E26B20 ===
consensus_distance=0.026



=== Log clique consensus distance @ E26B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.074



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7330 top1= 83.0028


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.7360 top1= 83.4135


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.7413 top1= 83.4135

Train epoch 27
[E27B0  |    416/60000 (  1%) ] Loss: 0.7860 top1= 79.2614

=== Log global consensus distance @ E27B0 ===
consensus_distance=0.027



=== Log clique consensus distance @ E27B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.076


[E27B10 |   4576/60000 (  8%) ] Loss: 0.6820 top1= 82.9545

=== Log global consensus distance @ E27B10 ===
consensus_distance=0.027



=== Log clique consensus distance @ E27B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.078


[E27B20 |   8736/60000 ( 15%) ] Loss: 0.7613 top1= 80.3977

=== Log global consensus distance @ E27B20 ===
consensus_distance=0.028



=== Log clique consensus distance @ E27B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.080



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6993 top1= 83.4736


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.7024 top1= 83.8542


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.7061 top1= 83.8141

Train epoch 28
[E28B0  |    416/60000 (  1%) ] Loss: 0.7495 top1= 81.2500

=== Log global consensus distance @ E28B0 ===
consensus_distance=0.029



=== Log clique consensus distance @ E28B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.082


[E28B10 |   4576/60000 (  8%) ] Loss: 0.6482 top1= 83.8068

=== Log global consensus distance @ E28B10 ===
consensus_distance=0.029



=== Log clique consensus distance @ E28B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.084


[E28B20 |   8736/60000 ( 15%) ] Loss: 0.7295 top1= 81.2500

=== Log global consensus distance @ E28B20 ===
consensus_distance=0.030



=== Log clique consensus distance @ E28B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.086



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6695 top1= 83.8041


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.6726 top1= 84.3349


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.6750 top1= 84.2348

Train epoch 29
[E29B0  |    416/60000 (  1%) ] Loss: 0.7165 top1= 81.8182

=== Log global consensus distance @ E29B0 ===
consensus_distance=0.031



=== Log clique consensus distance @ E29B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.088


[E29B10 |   4576/60000 (  8%) ] Loss: 0.6180 top1= 84.6591

=== Log global consensus distance @ E29B10 ===
consensus_distance=0.031



=== Log clique consensus distance @ E29B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.090


[E29B20 |   8736/60000 ( 15%) ] Loss: 0.7008 top1= 81.5341

=== Log global consensus distance @ E29B20 ===
consensus_distance=0.032



=== Log clique consensus distance @ E29B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.092



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6430 top1= 84.2348


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.6463 top1= 84.6755


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.6475 top1= 84.6254

Train epoch 30
[E30B0  |    416/60000 (  1%) ] Loss: 0.6864 top1= 82.6705

=== Log global consensus distance @ E30B0 ===
consensus_distance=0.033



=== Log clique consensus distance @ E30B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.094


[E30B10 |   4576/60000 (  8%) ] Loss: 0.5909 top1= 85.2273

=== Log global consensus distance @ E30B10 ===
consensus_distance=0.033



=== Log clique consensus distance @ E30B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.096


[E30B20 |   8736/60000 ( 15%) ] Loss: 0.6749 top1= 81.8182

=== Log global consensus distance @ E30B20 ===
consensus_distance=0.034



=== Log clique consensus distance @ E30B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.098



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6195 top1= 84.5453


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.6229 top1= 85.0160


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.6230 top1= 85.0060

Train epoch 31
[E31B0  |    416/60000 (  1%) ] Loss: 0.6591 top1= 83.2386

=== Log global consensus distance @ E31B0 ===
consensus_distance=0.035



=== Log clique consensus distance @ E31B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.101


[E31B10 |   4576/60000 (  8%) ] Loss: 0.5665 top1= 85.5114

=== Log global consensus distance @ E31B10 ===
consensus_distance=0.036



=== Log clique consensus distance @ E31B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.103


[E31B20 |   8736/60000 ( 15%) ] Loss: 0.6516 top1= 82.1023

=== Log global consensus distance @ E31B20 ===
consensus_distance=0.036



=== Log clique consensus distance @ E31B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.105



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5984 top1= 84.8858


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.6020 top1= 85.4367


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.6012 top1= 85.2965

Train epoch 32
[E32B0  |    416/60000 (  1%) ] Loss: 0.6340 top1= 84.3750

=== Log global consensus distance @ E32B0 ===
consensus_distance=0.037



=== Log clique consensus distance @ E32B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.107


[E32B10 |   4576/60000 (  8%) ] Loss: 0.5444 top1= 85.5114

=== Log global consensus distance @ E32B10 ===
consensus_distance=0.038



=== Log clique consensus distance @ E32B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.109


[E32B20 |   8736/60000 ( 15%) ] Loss: 0.6304 top1= 82.1023

=== Log global consensus distance @ E32B20 ===
consensus_distance=0.038



=== Log clique consensus distance @ E32B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.112



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5796 top1= 85.1763


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5831 top1= 85.6671


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5816 top1= 85.5369

Train epoch 33
[E33B0  |    416/60000 (  1%) ] Loss: 0.6111 top1= 85.5114

=== Log global consensus distance @ E33B0 ===
consensus_distance=0.039



=== Log clique consensus distance @ E33B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.114


[E33B10 |   4576/60000 (  8%) ] Loss: 0.5243 top1= 85.7955

=== Log global consensus distance @ E33B10 ===
consensus_distance=0.040



=== Log clique consensus distance @ E33B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.116


[E33B20 |   8736/60000 ( 15%) ] Loss: 0.6110 top1= 82.1023

=== Log global consensus distance @ E33B20 ===
consensus_distance=0.041



=== Log clique consensus distance @ E33B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.119



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5626 top1= 85.4267


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5662 top1= 85.9075


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5641 top1= 85.7873

Train epoch 34
[E34B0  |    416/60000 (  1%) ] Loss: 0.5901 top1= 86.3636

=== Log global consensus distance @ E34B0 ===
consensus_distance=0.042



=== Log clique consensus distance @ E34B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.121


[E34B10 |   4576/60000 (  8%) ] Loss: 0.5060 top1= 86.3636

=== Log global consensus distance @ E34B10 ===
consensus_distance=0.042



=== Log clique consensus distance @ E34B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.123


[E34B20 |   8736/60000 ( 15%) ] Loss: 0.5934 top1= 82.3864

=== Log global consensus distance @ E34B20 ===
consensus_distance=0.043



=== Log clique consensus distance @ E34B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.126



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5472 top1= 85.7572


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5509 top1= 86.0677


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5483 top1= 86.0777

Train epoch 35
[E35B0  |    416/60000 (  1%) ] Loss: 0.5707 top1= 86.6477

=== Log global consensus distance @ E35B0 ===
consensus_distance=0.044



=== Log clique consensus distance @ E35B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.128


[E35B10 |   4576/60000 (  8%) ] Loss: 0.4893 top1= 86.9318

=== Log global consensus distance @ E35B10 ===
consensus_distance=0.045



=== Log clique consensus distance @ E35B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.131


[E35B20 |   8736/60000 ( 15%) ] Loss: 0.5772 top1= 82.9545

=== Log global consensus distance @ E35B20 ===
consensus_distance=0.046



=== Log clique consensus distance @ E35B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.133



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5333 top1= 85.9776


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5369 top1= 86.2079


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5339 top1= 86.3081

Train epoch 36
[E36B0  |    416/60000 (  1%) ] Loss: 0.5528 top1= 86.6477

=== Log global consensus distance @ E36B0 ===
consensus_distance=0.046



=== Log clique consensus distance @ E36B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.136


[E36B10 |   4576/60000 (  8%) ] Loss: 0.4740 top1= 87.5000

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



=== Log clique consensus distance @ E36B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.138


[E36B20 |   8736/60000 ( 15%) ] Loss: 0.5625 top1= 83.2386

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



=== Log clique consensus distance @ E36B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.141



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5205 top1= 86.0677


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5242 top1= 86.2881


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5210 top1= 86.5585

Train epoch 37
[E37B0  |    416/60000 (  1%) ] Loss: 0.5364 top1= 86.9318

=== Log global consensus distance @ E37B0 ===
consensus_distance=0.049



=== Log clique consensus distance @ E37B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.143


[E37B10 |   4576/60000 (  8%) ] Loss: 0.4600 top1= 87.5000

=== Log global consensus distance @ E37B10 ===
consensus_distance=0.050



=== Log clique consensus distance @ E37B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.146


[E37B20 |   8736/60000 ( 15%) ] Loss: 0.5489 top1= 83.8068

=== Log global consensus distance @ E37B20 ===
consensus_distance=0.050



=== Log clique consensus distance @ E37B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.148



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5089 top1= 86.3081


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5126 top1= 86.5284


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5091 top1= 86.7688

Train epoch 38
[E38B0  |    416/60000 (  1%) ] Loss: 0.5211 top1= 87.5000

=== Log global consensus distance @ E38B0 ===
consensus_distance=0.051



=== Log clique consensus distance @ E38B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.151


[E38B10 |   4576/60000 (  8%) ] Loss: 0.4470 top1= 87.5000

=== Log global consensus distance @ E38B10 ===
consensus_distance=0.052



=== Log clique consensus distance @ E38B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.153


[E38B20 |   8736/60000 ( 15%) ] Loss: 0.5362 top1= 83.8068

=== Log global consensus distance @ E38B20 ===
consensus_distance=0.053



=== Log clique consensus distance @ E38B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.156



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4982 top1= 86.5885


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5019 top1= 86.7688


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.4983 top1= 86.9692

Train epoch 39
[E39B0  |    416/60000 (  1%) ] Loss: 0.5069 top1= 88.0682

=== Log global consensus distance @ E39B0 ===
consensus_distance=0.054



=== Log clique consensus distance @ E39B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.159


[E39B10 |   4576/60000 (  8%) ] Loss: 0.4351 top1= 88.3523

=== Log global consensus distance @ E39B10 ===
consensus_distance=0.055



=== Log clique consensus distance @ E39B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.161


[E39B20 |   8736/60000 ( 15%) ] Loss: 0.5246 top1= 84.9432

=== Log global consensus distance @ E39B20 ===
consensus_distance=0.056



=== Log clique consensus distance @ E39B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.164



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4884 top1= 86.8289


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.4921 top1= 86.9091


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.4883 top1= 87.0493

Train epoch 40
[E40B0  |    416/60000 (  1%) ] Loss: 0.4936 top1= 88.0682

=== Log global consensus distance @ E40B0 ===
consensus_distance=0.056



=== Log clique consensus distance @ E40B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.167


[E40B10 |   4576/60000 (  8%) ] Loss: 0.4241 top1= 89.2045

=== Log global consensus distance @ E40B10 ===
consensus_distance=0.057



=== Log clique consensus distance @ E40B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.170


[E40B20 |   8736/60000 ( 15%) ] Loss: 0.5137 top1= 85.2273

=== Log global consensus distance @ E40B20 ===
consensus_distance=0.058



=== Log clique consensus distance @ E40B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.172



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4794 top1= 86.9992


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.4830 top1= 87.0192


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.4793 top1= 87.1695

