
=== 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 BitFlippingWorker
=> Add worker BitFlippingWorker
=> Add worker BitFlippingWorker

=== Start adding graph ===
TwoCliquesWithByzantine(m=5,b=3)

Train epoch 1
[E 1B0  |    448/60000 (  1%) ] Loss: 2.3005 top1=  9.0909

=== Peeking data label distribution E1B0 ===
Worker 0 has targets: tensor([9, 4, 6, 0, 0], device='cuda:0')
Worker 1 has targets: tensor([3, 0, 5, 1, 7], device='cuda:0')
Worker 2 has targets: tensor([5, 6, 5, 4, 9], device='cuda:0')
Worker 3 has targets: tensor([4, 8, 4, 4, 2], device='cuda:0')
Worker 4 has targets: tensor([7, 9, 7, 0, 6], device='cuda:0')
Worker 5 has targets: tensor([4, 9, 4, 0, 8], device='cuda:0')
Worker 6 has targets: tensor([9, 3, 1, 7, 7], device='cuda:0')
Worker 7 has targets: tensor([6, 1, 8, 0, 7], device='cuda:0')
Worker 8 has targets: tensor([8, 3, 7, 6, 2], device='cuda:0')
Worker 9 has targets: tensor([8, 2, 3, 7, 8], device='cuda:0')
Worker 10 has targets: tensor([7, 5, 3, 8, 8], device='cuda:0')
Worker 11 has targets: tensor([4, 0, 5, 9, 5], device='cuda:0')
Worker 12 has targets: tensor([8, 2, 1, 2, 7], device='cuda:0')
Worker 13 has targets: tensor([9, 1, 6, 1, 1], device='cuda:0')



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



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


[E 1B10 |   4928/60000 (  8%) ] Loss: 2.2812 top1= 13.0682

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



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


[E 1B20 |   9408/60000 ( 16%) ] Loss: 2.2953 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=2.2821 top1= 15.4247


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2804 top1= 15.9856


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2804 top1= 16.2159

Train epoch 2
[E 2B0  |    448/60000 (  1%) ] Loss: 2.2778 top1= 13.3523

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



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


[E 2B10 |   4928/60000 (  8%) ] Loss: 2.2596 top1= 17.8977

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



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


[E 2B20 |   9408/60000 ( 16%) ] Loss: 2.2712 top1= 15.3409

=== 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=2.2602 top1= 24.6494


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2585 top1= 25.0901


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2583 top1= 25.0801

Train epoch 3
[E 3B0  |    448/60000 (  1%) ] Loss: 2.2556 top1= 16.4773

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



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


[E 3B10 |   4928/60000 (  8%) ] Loss: 2.2373 top1= 24.4318

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



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


[E 3B20 |   9408/60000 ( 16%) ] Loss: 2.2469 top1= 21.8750

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



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2369 top1= 29.7676


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2350 top1= 30.2484


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2349 top1= 29.9479

Train epoch 4
[E 4B0  |    448/60000 (  1%) ] Loss: 2.2320 top1= 21.0227

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



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


[E 4B10 |   4928/60000 (  8%) ] Loss: 2.2130 top1= 31.5341

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



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


[E 4B20 |   9408/60000 ( 16%) ] Loss: 2.2209 top1= 26.4205

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



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2114 top1= 33.2232


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2094 top1= 33.9643


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2093 top1= 33.7240

Train epoch 5
[E 5B0  |    448/60000 (  1%) ] Loss: 2.2067 top1= 26.7045

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



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


[E 5B10 |   4928/60000 (  8%) ] Loss: 2.1855 top1= 36.0795

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



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


[E 5B20 |   9408/60000 ( 16%) ] Loss: 2.1929 top1= 31.2500

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



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1835 top1= 40.6651


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1814 top1= 41.2760


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1811 top1= 41.4964

Train epoch 6
[E 6B0  |    448/60000 (  1%) ] Loss: 2.1790 top1= 31.8182

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



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


[E 6B10 |   4928/60000 (  8%) ] Loss: 2.1555 top1= 41.7614

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



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


[E 6B20 |   9408/60000 ( 16%) ] Loss: 2.1624 top1= 36.3636

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



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1533 top1= 45.0821


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1511 top1= 45.4828


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1507 top1= 45.2724

Train epoch 7
[E 7B0  |    448/60000 (  1%) ] Loss: 2.1491 top1= 35.2273

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



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


[E 7B10 |   4928/60000 (  8%) ] Loss: 2.1232 top1= 44.6023

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



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


[E 7B20 |   9408/60000 ( 16%) ] Loss: 2.1293 top1= 41.1932

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



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1204 top1= 48.4575


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1179 top1= 49.0184


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1176 top1= 48.3574

Train epoch 8
[E 8B0  |    448/60000 (  1%) ] Loss: 2.1164 top1= 37.5000

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



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


[E 8B10 |   4928/60000 (  8%) ] Loss: 2.0881 top1= 47.4432

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



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


[E 8B20 |   9408/60000 ( 16%) ] Loss: 2.0929 top1= 45.7386

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



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.0842 top1= 51.9030


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0815 top1= 52.5040


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0811 top1= 51.6426

Train epoch 9
[E 9B0  |    448/60000 (  1%) ] Loss: 2.0803 top1= 41.4773

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



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


[E 9B10 |   4928/60000 (  8%) ] Loss: 2.0497 top1= 49.7159

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



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


[E 9B20 |   9408/60000 ( 16%) ] Loss: 2.0530 top1= 48.5795

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



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.0444 top1= 55.0982


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0414 top1= 55.6090


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0410 top1= 54.9980

Train epoch 10
[E10B0  |    448/60000 (  1%) ] Loss: 2.0411 top1= 44.0341

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



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


[E10B10 |   4928/60000 (  8%) ] Loss: 2.0076 top1= 50.8523

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



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


[E10B20 |   9408/60000 ( 16%) ] Loss: 2.0093 top1= 52.8409

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



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.0006 top1= 57.6923


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9972 top1= 58.3033


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.9969 top1= 57.4219

Train epoch 11
[E11B0  |    448/60000 (  1%) ] Loss: 1.9983 top1= 48.5795

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



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


[E11B10 |   4928/60000 (  8%) ] Loss: 1.9614 top1= 53.6932

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



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


[E11B20 |   9408/60000 ( 16%) ] Loss: 1.9614 top1= 55.6818

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



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.9524 top1= 60.1362


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9486 top1= 60.5869


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.9483 top1= 59.7656

Train epoch 12
[E12B0  |    448/60000 (  1%) ] Loss: 1.9514 top1= 52.8409

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



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


[E12B10 |   4928/60000 (  8%) ] Loss: 1.9109 top1= 55.9659

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



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


[E12B20 |   9408/60000 ( 16%) ] Loss: 1.9087 top1= 57.1023

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



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8993 top1= 62.1895


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8951 top1= 62.7304


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.8950 top1= 62.1094

Train epoch 13
[E13B0  |    448/60000 (  1%) ] Loss: 1.9007 top1= 55.1136

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



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


[E13B10 |   4928/60000 (  8%) ] Loss: 1.8558 top1= 57.3864

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



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


[E13B20 |   9408/60000 ( 16%) ] Loss: 1.8508 top1= 59.3750

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



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8411 top1= 64.1627


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8363 top1= 64.5633


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.8364 top1= 64.2228

Train epoch 14
[E14B0  |    448/60000 (  1%) ] Loss: 1.8454 top1= 57.1023

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



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


[E14B10 |   4928/60000 (  8%) ] Loss: 1.7965 top1= 60.5114

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



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


[E14B20 |   9408/60000 ( 16%) ] Loss: 1.7882 top1= 61.9318

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



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.7782 top1= 65.9555


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7730 top1= 66.3361


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.7732 top1= 65.9856

Train epoch 15
[E15B0  |    448/60000 (  1%) ] Loss: 1.7855 top1= 58.8068

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



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


[E15B10 |   4928/60000 (  8%) ] Loss: 1.7331 top1= 61.6477

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



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


[E15B20 |   9408/60000 ( 16%) ] Loss: 1.7213 top1= 63.0682

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



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.7107 top1= 67.6382


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7051 top1= 67.8085


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.7054 top1= 67.7985

Train epoch 16
[E16B0  |    448/60000 (  1%) ] Loss: 1.7215 top1= 60.5114

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



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


[E16B10 |   4928/60000 (  8%) ] Loss: 1.6661 top1= 63.9205

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



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


[E16B20 |   9408/60000 ( 16%) ] Loss: 1.6507 top1= 64.4886

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



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.6389 top1= 69.2808


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6330 top1= 69.5312


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.6333 top1= 69.4611

Train epoch 17
[E17B0  |    448/60000 (  1%) ] Loss: 1.6539 top1= 61.3636

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



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


[E17B10 |   4928/60000 (  8%) ] Loss: 1.5958 top1= 65.0568

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



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


[E17B20 |   9408/60000 ( 16%) ] Loss: 1.5768 top1= 66.4773

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



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5636 top1= 71.0837


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5574 top1= 71.2440


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.5578 top1= 71.2841

Train epoch 18
[E18B0  |    448/60000 (  1%) ] Loss: 1.5835 top1= 65.0568

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



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


[E18B10 |   4928/60000 (  8%) ] Loss: 1.5234 top1= 67.3295

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



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


[E18B20 |   9408/60000 ( 16%) ] Loss: 1.5008 top1= 68.7500

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



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.4859 top1= 72.7063


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4795 top1= 73.0369


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4799 top1= 73.0168

Train epoch 19
[E19B0  |    448/60000 (  1%) ] Loss: 1.5115 top1= 67.0455

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



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


[E19B10 |   4928/60000 (  8%) ] Loss: 1.4498 top1= 69.0341

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



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


[E19B20 |   9408/60000 ( 16%) ] Loss: 1.4239 top1= 69.8864

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



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.4070 top1= 74.1486


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4005 top1= 74.3890


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4010 top1= 74.4391

Train epoch 20
[E20B0  |    448/60000 (  1%) ] Loss: 1.4393 top1= 67.6136

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



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


[E20B10 |   4928/60000 (  8%) ] Loss: 1.3763 top1= 71.0227

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



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


[E20B20 |   9408/60000 ( 16%) ] Loss: 1.3478 top1= 71.5909

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



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.3284 top1= 75.5108


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3220 top1= 75.7612


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3225 top1= 75.8514

Train epoch 21
[E21B0  |    448/60000 (  1%) ] Loss: 1.3680 top1= 69.3182

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



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


[E21B10 |   4928/60000 (  8%) ] Loss: 1.3042 top1= 72.4432

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



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


[E21B20 |   9408/60000 ( 16%) ] Loss: 1.2739 top1= 73.0114

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



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.2518 top1= 76.8630


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2456 top1= 77.0032


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.2460 top1= 77.2937

Train epoch 22
[E22B0  |    448/60000 (  1%) ] Loss: 1.2987 top1= 70.4545

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



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


[E22B10 |   4928/60000 (  8%) ] Loss: 1.2346 top1= 73.8636

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



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


[E22B20 |   9408/60000 ( 16%) ] Loss: 1.2033 top1= 74.4318

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



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.1785 top1= 77.9748


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.1726 top1= 78.0649


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.1729 top1= 78.2452

Train epoch 23
[E23B0  |    448/60000 (  1%) ] Loss: 1.2323 top1= 71.0227

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



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


[E23B10 |   4928/60000 (  8%) ] Loss: 1.1681 top1= 74.4318

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



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


[E23B20 |   9408/60000 ( 16%) ] Loss: 1.1368 top1= 75.8523

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



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.1093 top1= 79.0164


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.1037 top1= 79.1066


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.1040 top1= 79.3369

Train epoch 24
[E24B0  |    448/60000 (  1%) ] Loss: 1.1696 top1= 72.1591

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



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


[E24B10 |   4928/60000 (  8%) ] Loss: 1.1055 top1= 75.2841

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



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


[E24B20 |   9408/60000 ( 16%) ] Loss: 1.0748 top1= 75.5682

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



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0450 top1= 79.8878


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.0399 top1= 79.9179


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.0400 top1= 80.2284

Train epoch 25
[E25B0  |    448/60000 (  1%) ] Loss: 1.1112 top1= 72.7273

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



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


[E25B10 |   4928/60000 (  8%) ] Loss: 1.0471 top1= 76.7045

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



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


[E25B20 |   9408/60000 ( 16%) ] Loss: 1.0178 top1= 78.4091

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



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9858 top1= 80.6591


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.9812 top1= 80.6991


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.9810 top1= 80.9696

Train epoch 26
[E26B0  |    448/60000 (  1%) ] Loss: 1.0571 top1= 73.5795

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



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


[E26B10 |   4928/60000 (  8%) ] Loss: 0.9933 top1= 77.5568

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



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


[E26B20 |   9408/60000 ( 16%) ] Loss: 0.9656 top1= 79.5455

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



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9319 top1= 81.3301


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.9277 top1= 81.5505


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.9274 top1= 81.6707

Train epoch 27
[E27B0  |    448/60000 (  1%) ] Loss: 1.0073 top1= 73.8636

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



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


[E27B10 |   4928/60000 (  8%) ] Loss: 0.9440 top1= 78.6932

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



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


[E27B20 |   9408/60000 ( 16%) ] Loss: 0.9179 top1= 80.1136

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



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8830 top1= 82.0212


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.8792 top1= 82.0813


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.8788 top1= 82.2817

Train epoch 28
[E28B0  |    448/60000 (  1%) ] Loss: 0.9617 top1= 75.5682

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



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


[E28B10 |   4928/60000 (  8%) ] Loss: 0.8990 top1= 78.9773

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



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


[E28B20 |   9408/60000 ( 16%) ] Loss: 0.8747 top1= 80.9659

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



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8388 top1= 82.5521


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.8354 top1= 82.6723


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.8350 top1= 82.8826

Train epoch 29
[E29B0  |    448/60000 (  1%) ] Loss: 0.9200 top1= 76.4205

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



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


[E29B10 |   4928/60000 (  8%) ] Loss: 0.8580 top1= 79.2614

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



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


[E29B20 |   9408/60000 ( 16%) ] Loss: 0.8353 top1= 82.3864

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



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7990 top1= 83.2031


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.7960 top1= 83.3033


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.7955 top1= 83.2933

Train epoch 30
[E30B0  |    448/60000 (  1%) ] Loss: 0.8818 top1= 77.2727

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



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


[E30B10 |   4928/60000 (  8%) ] Loss: 0.8206 top1= 79.2614

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



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


[E30B20 |   9408/60000 ( 16%) ] Loss: 0.7997 top1= 82.6705

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



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7632 top1= 83.6438


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.7605 top1= 83.6438


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.7599 top1= 83.7440

Train epoch 31
[E31B0  |    448/60000 (  1%) ] Loss: 0.8469 top1= 77.5568

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



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


[E31B10 |   4928/60000 (  8%) ] Loss: 0.7864 top1= 79.8295

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



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


[E31B20 |   9408/60000 ( 16%) ] Loss: 0.7672 top1= 83.5227

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



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7310 top1= 83.9143


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.7286 top1= 84.0044


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.7279 top1= 84.2147

Train epoch 32
[E32B0  |    448/60000 (  1%) ] Loss: 0.8149 top1= 77.8409

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



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


[E32B10 |   4928/60000 (  8%) ] Loss: 0.7552 top1= 80.6818

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



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


[E32B20 |   9408/60000 ( 16%) ] Loss: 0.7378 top1= 83.5227

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



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7020 top1= 84.3550


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.6998 top1= 84.4151


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.6990 top1= 84.6655

Train epoch 33
[E33B0  |    448/60000 (  1%) ] Loss: 0.7857 top1= 78.1250

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



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


[E33B10 |   4928/60000 (  8%) ] Loss: 0.7268 top1= 81.2500

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



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


[E33B20 |   9408/60000 ( 16%) ] Loss: 0.7109 top1= 84.0909

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



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6757 top1= 84.7356


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.6737 top1= 84.7356


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.6729 top1= 84.9860

Train epoch 34
[E34B0  |    448/60000 (  1%) ] Loss: 0.7588 top1= 78.4091

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



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


[E34B10 |   4928/60000 (  8%) ] Loss: 0.7008 top1= 81.5341

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



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


[E34B20 |   9408/60000 ( 16%) ] Loss: 0.6865 top1= 84.3750

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



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6519 top1= 85.1062


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.6502 top1= 85.0561


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.6494 top1= 85.2163

Train epoch 35
[E35B0  |    448/60000 (  1%) ] Loss: 0.7340 top1= 78.6932

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



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


[E35B10 |   4928/60000 (  8%) ] Loss: 0.6769 top1= 82.3864

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



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


[E35B20 |   9408/60000 ( 16%) ] Loss: 0.6642 top1= 84.6591

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



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6304 top1= 85.2965


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.6288 top1= 85.3065


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.6280 top1= 85.5369

Train epoch 36
[E36B0  |    448/60000 (  1%) ] Loss: 0.7110 top1= 78.9773

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



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


[E36B10 |   4928/60000 (  8%) ] Loss: 0.6549 top1= 82.9545

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



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


[E36B20 |   9408/60000 ( 16%) ] Loss: 0.6437 top1= 84.6591

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



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6107 top1= 85.5769


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.6093 top1= 85.6070


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.6085 top1= 85.7672

Train epoch 37
[E37B0  |    448/60000 (  1%) ] Loss: 0.6898 top1= 79.8295

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



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


[E37B10 |   4928/60000 (  8%) ] Loss: 0.6346 top1= 82.9545

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



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


[E37B20 |   9408/60000 ( 16%) ] Loss: 0.6248 top1= 84.3750

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



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5928 top1= 85.7372


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5914 top1= 85.8373


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5906 top1= 85.9976

Train epoch 38
[E38B0  |    448/60000 (  1%) ] Loss: 0.6699 top1= 80.3977

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



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


[E38B10 |   4928/60000 (  8%) ] Loss: 0.6158 top1= 83.2386

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



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


[E38B20 |   9408/60000 ( 16%) ] Loss: 0.6074 top1= 84.9432

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



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5763 top1= 86.0276


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5751 top1= 86.0677


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5743 top1= 86.2280

Train epoch 39
[E39B0  |    448/60000 (  1%) ] Loss: 0.6516 top1= 80.9659

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



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


[E39B10 |   4928/60000 (  8%) ] Loss: 0.5984 top1= 83.8068

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



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


[E39B20 |   9408/60000 ( 16%) ] Loss: 0.5912 top1= 85.5114

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



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5612 top1= 86.2981


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5600 top1= 86.3882


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5593 top1= 86.5284

Train epoch 40
[E40B0  |    448/60000 (  1%) ] Loss: 0.6344 top1= 81.8182

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



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


[E40B10 |   4928/60000 (  8%) ] Loss: 0.5822 top1= 84.3750

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



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


[E40B20 |   9408/60000 ( 16%) ] Loss: 0.5762 top1= 85.5114

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



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5473 top1= 86.5385


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5462 top1= 86.5986


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5455 top1= 86.8089

