
=== 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)

=== Start adding graph ===
TwoCliquesWithByzantine(m=5,b=0)

Train epoch 1
[E 1B0  |    352/60000 (  1%) ] Loss: 2.3084 top1=  7.6705

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



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



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


[E 1B10 |   3872/60000 (  6%) ] Loss: 2.2604 top1= 19.6023

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



=== Log clique consensus distance @ E1B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.002


[E 1B20 |   7392/60000 ( 12%) ] Loss: 2.2234 top1= 23.5795

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



=== Log clique consensus distance @ E1B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2890 top1= 11.8289


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2927 top1= 10.6170


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2947 top1= 11.1378

Train epoch 2
[E 2B0  |    352/60000 (  1%) ] Loss: 2.1838 top1= 32.1023

=== Log global consensus distance @ E2B0 ===
consensus_distance=0.003



=== Log clique consensus distance @ E2B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.011


[E 2B10 |   3872/60000 (  6%) ] Loss: 2.1371 top1= 33.5227

=== Log global consensus distance @ E2B10 ===
consensus_distance=0.005



=== Log clique consensus distance @ E2B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.019


[E 2B20 |   7392/60000 ( 12%) ] Loss: 2.1011 top1= 31.8182

=== Log global consensus distance @ E2B20 ===
consensus_distance=0.007



=== Log clique consensus distance @ E2B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.029



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2754 top1= 10.6070


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3005 top1= 10.1162


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2938 top1= 13.4115

Train epoch 3
[E 3B0  |    352/60000 (  1%) ] Loss: 2.0586 top1= 35.5114

=== Log global consensus distance @ E3B0 ===
consensus_distance=0.010



=== Log clique consensus distance @ E3B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.040


[E 3B10 |   3872/60000 (  6%) ] Loss: 2.0117 top1= 36.9318

=== Log global consensus distance @ E3B10 ===
consensus_distance=0.013



=== Log clique consensus distance @ E3B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.053


[E 3B20 |   7392/60000 ( 12%) ] Loss: 1.9839 top1= 32.9545

=== Log global consensus distance @ E3B20 ===
consensus_distance=0.017



=== Log clique consensus distance @ E3B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.067



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2600 top1= 10.3265


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3285 top1= 10.2063


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2984 top1= 15.9856

Train epoch 4
[E 4B0  |    352/60000 (  1%) ] Loss: 1.9405 top1= 37.7841

=== Log global consensus distance @ E4B0 ===
consensus_distance=0.020



=== Log clique consensus distance @ E4B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.083


[E 4B10 |   3872/60000 (  6%) ] Loss: 1.8956 top1= 37.7841

=== Log global consensus distance @ E4B10 ===
consensus_distance=0.025



=== Log clique consensus distance @ E4B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.100


[E 4B20 |   7392/60000 ( 12%) ] Loss: 1.8735 top1= 35.2273

=== Log global consensus distance @ E4B20 ===
consensus_distance=0.029



=== Log clique consensus distance @ E4B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.119



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2413 top1= 10.4667


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3643 top1= 11.7588


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3110 top1= 18.2492

Train epoch 5
[E 5B0  |    352/60000 (  1%) ] Loss: 1.8309 top1= 42.3295

=== Log global consensus distance @ E5B0 ===
consensus_distance=0.034



=== Log clique consensus distance @ E5B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.139


[E 5B10 |   3872/60000 (  6%) ] Loss: 1.7870 top1= 42.0455

=== Log global consensus distance @ E5B10 ===
consensus_distance=0.040



=== Log clique consensus distance @ E5B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.161


[E 5B20 |   7392/60000 ( 12%) ] Loss: 1.7732 top1= 40.3409

=== Log global consensus distance @ E5B20 ===
consensus_distance=0.045



=== Log clique consensus distance @ E5B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.184



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2186 top1= 11.3482


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3951 top1= 17.6482


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3282 top1= 21.5645

Train epoch 6
[E 6B0  |    352/60000 (  1%) ] Loss: 1.7332 top1= 46.0227

=== Log global consensus distance @ E6B0 ===
consensus_distance=0.051



=== Log clique consensus distance @ E6B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.209


[E 6B10 |   3872/60000 (  6%) ] Loss: 1.6905 top1= 46.3068

=== Log global consensus distance @ E6B10 ===
consensus_distance=0.058



=== Log clique consensus distance @ E6B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.235


[E 6B20 |   7392/60000 ( 12%) ] Loss: 1.6850 top1= 43.7500

=== Log global consensus distance @ E6B20 ===
consensus_distance=0.065



=== Log clique consensus distance @ E6B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.264



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1925 top1= 13.5717


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4123 top1= 26.2720


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3447 top1= 23.5477

Train epoch 7
[E 7B0  |    352/60000 (  1%) ] Loss: 1.6471 top1= 48.0114

=== Log global consensus distance @ E7B0 ===
consensus_distance=0.072



=== Log clique consensus distance @ E7B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.294


[E 7B10 |   3872/60000 (  6%) ] Loss: 1.6063 top1= 50.0000

=== Log global consensus distance @ E7B10 ===
consensus_distance=0.080



=== Log clique consensus distance @ E7B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.327


[E 7B20 |   7392/60000 ( 12%) ] Loss: 1.6079 top1= 45.7386

=== Log global consensus distance @ E7B20 ===
consensus_distance=0.089



=== Log clique consensus distance @ E7B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.362



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1639 top1= 17.5681


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4110 top1= 28.2252


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3547 top1= 24.1987

Train epoch 8
[E 8B0  |    352/60000 (  1%) ] Loss: 1.5722 top1= 51.9886

=== Log global consensus distance @ E8B0 ===
consensus_distance=0.098



=== Log clique consensus distance @ E8B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.399


[E 8B10 |   3872/60000 (  6%) ] Loss: 1.5334 top1= 50.2841

=== Log global consensus distance @ E8B10 ===
consensus_distance=0.108



=== Log clique consensus distance @ E8B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.439


[E 8B20 |   7392/60000 ( 12%) ] Loss: 1.5418 top1= 49.7159

=== Log global consensus distance @ E8B20 ===
consensus_distance=0.119



=== Log clique consensus distance @ E8B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.482



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1337 top1= 22.9267


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3900 top1= 28.8161


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3522 top1= 24.3289

Train epoch 9
[E 9B0  |    352/60000 (  1%) ] Loss: 1.5075 top1= 54.2614

=== Log global consensus distance @ E9B0 ===
consensus_distance=0.130



=== Log clique consensus distance @ E9B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.527


[E 9B10 |   3872/60000 (  6%) ] Loss: 1.4709 top1= 52.8409

=== Log global consensus distance @ E9B10 ===
consensus_distance=0.142



=== Log clique consensus distance @ E9B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.575


[E 9B20 |   7392/60000 ( 12%) ] Loss: 1.4857 top1= 53.4091

=== Log global consensus distance @ E9B20 ===
consensus_distance=0.154



=== Log clique consensus distance @ E9B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.627



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1015 top1= 27.9848


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3521 top1= 29.4772


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3357 top1= 24.6394

Train epoch 10
[E10B0  |    352/60000 (  1%) ] Loss: 1.4521 top1= 57.3864

=== Log global consensus distance @ E10B0 ===
consensus_distance=0.168



=== Log clique consensus distance @ E10B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.683


[E10B10 |   3872/60000 (  6%) ] Loss: 1.4177 top1= 54.2614

=== Log global consensus distance @ E10B10 ===
consensus_distance=0.182



=== Log clique consensus distance @ E10B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.740


[E10B20 |   7392/60000 ( 12%) ] Loss: 1.4385 top1= 55.9659

=== Log global consensus distance @ E10B20 ===
consensus_distance=0.197



=== Log clique consensus distance @ E10B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.803



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.0671 top1= 32.3818


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3031 top1= 30.5288


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3096 top1= 24.9499

Train epoch 11
[E11B0  |    352/60000 (  1%) ] Loss: 1.4049 top1= 59.6591

=== Log global consensus distance @ E11B0 ===
consensus_distance=0.213



=== Log clique consensus distance @ E11B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.868


[E11B10 |   3872/60000 (  6%) ] Loss: 1.3722 top1= 55.9659

=== Log global consensus distance @ E11B10 ===
consensus_distance=0.230



=== Log clique consensus distance @ E11B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.937


[E11B20 |   7392/60000 ( 12%) ] Loss: 1.3983 top1= 57.6705

=== Log global consensus distance @ E11B20 ===
consensus_distance=0.248



=== Log clique consensus distance @ E11B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.011



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.0309 top1= 36.7488


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2495 top1= 31.8309


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2793 top1= 25.1502

Train epoch 12
[E12B0  |    352/60000 (  1%) ] Loss: 1.3635 top1= 61.0795

=== Log global consensus distance @ E12B0 ===
consensus_distance=0.266



=== Log clique consensus distance @ E12B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.087


[E12B10 |   3872/60000 (  6%) ] Loss: 1.3312 top1= 59.3750

=== Log global consensus distance @ E12B10 ===
consensus_distance=0.286



=== Log clique consensus distance @ E12B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.167


[E12B20 |   7392/60000 ( 12%) ] Loss: 1.3616 top1= 59.9432

=== Log global consensus distance @ E12B20 ===
consensus_distance=0.306



=== Log clique consensus distance @ E12B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.252



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.9933 top1= 41.2059


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1970 top1= 32.9728


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2490 top1= 25.2804

Train epoch 13
[E13B0  |    352/60000 (  1%) ] Loss: 1.3243 top1= 62.5000

=== Log global consensus distance @ E13B0 ===
consensus_distance=0.328



=== Log clique consensus distance @ E13B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.340


[E13B10 |   3872/60000 (  6%) ] Loss: 1.2905 top1= 61.6477

=== Log global consensus distance @ E13B10 ===
consensus_distance=0.350



=== Log clique consensus distance @ E13B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.431


[E13B20 |   7392/60000 ( 12%) ] Loss: 1.3243 top1= 61.3636

=== Log global consensus distance @ E13B20 ===
consensus_distance=0.373



=== Log clique consensus distance @ E13B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.528



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.9548 top1= 45.1422


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1493 top1= 34.6855


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2218 top1= 25.5208

Train epoch 14
[E14B0  |    352/60000 (  1%) ] Loss: 1.2835 top1= 65.3409

=== Log global consensus distance @ E14B0 ===
consensus_distance=0.398



=== Log clique consensus distance @ E14B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.627


[E14B10 |   3872/60000 (  6%) ] Loss: 1.2469 top1= 63.6364

=== Log global consensus distance @ E14B10 ===
consensus_distance=0.422



=== Log clique consensus distance @ E14B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.730


[E14B20 |   7392/60000 ( 12%) ] Loss: 1.2837 top1= 62.2159

=== Log global consensus distance @ E14B20 ===
consensus_distance=0.449



=== Log clique consensus distance @ E14B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.839



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.9159 top1= 48.6278


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1083 top1= 36.4683


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1987 top1= 25.6611

Train epoch 15
[E15B0  |    352/60000 (  1%) ] Loss: 1.2394 top1= 66.7614

=== Log global consensus distance @ E15B0 ===
consensus_distance=0.476



=== Log clique consensus distance @ E15B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.951


[E15B10 |   3872/60000 (  6%) ] Loss: 1.1986 top1= 65.6250

=== Log global consensus distance @ E15B10 ===
consensus_distance=0.504



=== Log clique consensus distance @ E15B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.065


[E15B20 |   7392/60000 ( 12%) ] Loss: 1.2395 top1= 65.0568

=== Log global consensus distance @ E15B20 ===
consensus_distance=0.533



=== Log clique consensus distance @ E15B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.187



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8769 top1= 51.6727


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0755 top1= 38.1410


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1790 top1= 25.8714

Train epoch 16
[E16B0  |    352/60000 (  1%) ] Loss: 1.1914 top1= 67.8977

=== Log global consensus distance @ E16B0 ===
consensus_distance=0.563



=== Log clique consensus distance @ E16B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.311


[E16B10 |   3872/60000 (  6%) ] Loss: 1.1467 top1= 68.7500

=== Log global consensus distance @ E16B10 ===
consensus_distance=0.594



=== Log clique consensus distance @ E16B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.437


[E16B20 |   7392/60000 ( 12%) ] Loss: 1.1924 top1= 67.3295

=== Log global consensus distance @ E16B20 ===
consensus_distance=0.627



=== Log clique consensus distance @ E16B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.571



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8380 top1= 53.6058


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0500 top1= 39.7035


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1621 top1= 26.4123

Train epoch 17
[E17B0  |    352/60000 (  1%) ] Loss: 1.1409 top1= 70.1705

=== Log global consensus distance @ E17B0 ===
consensus_distance=0.660



=== Log clique consensus distance @ E17B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.707


[E17B10 |   3872/60000 (  6%) ] Loss: 1.0926 top1= 71.0227

=== Log global consensus distance @ E17B10 ===
consensus_distance=0.693



=== Log clique consensus distance @ E17B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.846


[E17B20 |   7392/60000 ( 12%) ] Loss: 1.1433 top1= 69.0341

=== Log global consensus distance @ E17B20 ===
consensus_distance=0.729



=== Log clique consensus distance @ E17B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.993



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.7991 top1= 55.4587


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0310 top1= 40.9856


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1474 top1= 27.0833

Train epoch 18
[E18B0  |    352/60000 (  1%) ] Loss: 1.0886 top1= 71.3068

=== Log global consensus distance @ E18B0 ===
consensus_distance=0.765



=== Log clique consensus distance @ E18B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.140


[E18B10 |   3872/60000 (  6%) ] Loss: 1.0372 top1= 73.5795

=== Log global consensus distance @ E18B10 ===
consensus_distance=0.802



=== Log clique consensus distance @ E18B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.291


[E18B20 |   7392/60000 ( 12%) ] Loss: 1.0928 top1= 70.4545

=== Log global consensus distance @ E18B20 ===
consensus_distance=0.840



=== Log clique consensus distance @ E18B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.449



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.7607 top1= 56.8710


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0162 top1= 42.0873


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1345 top1= 28.2151

Train epoch 19
[E19B0  |    352/60000 (  1%) ] Loss: 1.0374 top1= 71.5909

=== Log global consensus distance @ E19B0 ===
consensus_distance=0.879



=== Log clique consensus distance @ E19B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.608


[E19B10 |   3872/60000 (  6%) ] Loss: 0.9838 top1= 75.0000

=== Log global consensus distance @ E19B10 ===
consensus_distance=0.918



=== Log clique consensus distance @ E19B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.770


[E19B20 |   7392/60000 ( 12%) ] Loss: 1.0444 top1= 70.1705

=== Log global consensus distance @ E19B20 ===
consensus_distance=0.960



=== Log clique consensus distance @ E19B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.940



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.7243 top1= 57.7224


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0018 top1= 42.9888


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1242 top1= 29.3470

Train epoch 20
[E20B0  |    352/60000 (  1%) ] Loss: 0.9895 top1= 73.2955

=== Log global consensus distance @ E20B0 ===
consensus_distance=1.001



=== Log clique consensus distance @ E20B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=4.108


[E20B10 |   3872/60000 (  6%) ] Loss: 0.9333 top1= 76.9886

=== Log global consensus distance @ E20B10 ===
consensus_distance=1.043



=== Log clique consensus distance @ E20B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=4.281


[E20B20 |   7392/60000 ( 12%) ] Loss: 0.9987 top1= 72.1591

=== Log global consensus distance @ E20B20 ===
consensus_distance=1.087



=== Log clique consensus distance @ E20B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=4.461



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.6901 top1= 58.3934


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9909 top1= 43.4896


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1160 top1= 30.4287

Train epoch 21
[E21B0  |    352/60000 (  1%) ] Loss: 0.9454 top1= 74.7159

=== Log global consensus distance @ E21B0 ===
consensus_distance=1.130



=== Log clique consensus distance @ E21B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=4.639


[E21B10 |   3872/60000 (  6%) ] Loss: 0.8862 top1= 78.6932

=== Log global consensus distance @ E21B10 ===
consensus_distance=1.174



=== Log clique consensus distance @ E21B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=4.820


[E21B20 |   7392/60000 ( 12%) ] Loss: 0.9561 top1= 73.8636

=== Log global consensus distance @ E21B20 ===
consensus_distance=1.221



=== Log clique consensus distance @ E21B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.010



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.6585 top1= 58.7440


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9833 top1= 44.2107


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1103 top1= 31.1799

Train epoch 22
[E22B0  |    352/60000 (  1%) ] Loss: 0.9048 top1= 75.0000

=== Log global consensus distance @ E22B0 ===
consensus_distance=1.267



=== Log clique consensus distance @ E22B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.197


[E22B10 |   3872/60000 (  6%) ] Loss: 0.8424 top1= 79.5455

=== Log global consensus distance @ E22B10 ===
consensus_distance=1.313



=== Log clique consensus distance @ E22B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.387


[E22B20 |   7392/60000 ( 12%) ] Loss: 0.9166 top1= 74.7159

=== Log global consensus distance @ E22B20 ===
consensus_distance=1.361



=== Log clique consensus distance @ E22B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.585



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.6295 top1= 59.1346


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9786 top1= 44.6214


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1074 top1= 31.7308

Train epoch 23
[E23B0  |    352/60000 (  1%) ] Loss: 0.8675 top1= 75.8523

=== Log global consensus distance @ E23B0 ===
consensus_distance=1.409



=== Log clique consensus distance @ E23B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.780


[E23B10 |   3872/60000 (  6%) ] Loss: 0.8010 top1= 80.1136

=== Log global consensus distance @ E23B10 ===
consensus_distance=1.457



=== Log clique consensus distance @ E23B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.977


[E23B20 |   7392/60000 ( 12%) ] Loss: 0.8796 top1= 76.4205

=== Log global consensus distance @ E23B20 ===
consensus_distance=1.508



=== Log clique consensus distance @ E23B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=6.184



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.6026 top1= 59.2147


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9764 top1= 45.0020


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1062 top1= 32.5020

Train epoch 24
[E24B0  |    352/60000 (  1%) ] Loss: 0.8337 top1= 76.7045

=== Log global consensus distance @ E24B0 ===
consensus_distance=1.558



=== Log clique consensus distance @ E24B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=6.387


[E24B10 |   3872/60000 (  6%) ] Loss: 0.7639 top1= 79.8295

=== Log global consensus distance @ E24B10 ===
consensus_distance=1.607



=== Log clique consensus distance @ E24B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=6.591


[E24B20 |   7392/60000 ( 12%) ] Loss: 0.8461 top1= 77.5568

=== Log global consensus distance @ E24B20 ===
consensus_distance=1.660



=== Log clique consensus distance @ E24B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=6.805



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5780 top1= 59.3950


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9765 top1= 45.4327


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1055 top1= 33.1530

Train epoch 25
[E25B0  |    352/60000 (  1%) ] Loss: 0.8036 top1= 77.2727

=== Log global consensus distance @ E25B0 ===
consensus_distance=1.711



=== Log clique consensus distance @ E25B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=7.014


[E25B10 |   3872/60000 (  6%) ] Loss: 0.7303 top1= 80.6818

=== Log global consensus distance @ E25B10 ===
consensus_distance=1.763



=== Log clique consensus distance @ E25B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=7.224


[E25B20 |   7392/60000 ( 12%) ] Loss: 0.8156 top1= 79.2614

=== Log global consensus distance @ E25B20 ===
consensus_distance=1.817



=== Log clique consensus distance @ E25B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=7.445



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5552 top1= 59.6755


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9786 top1= 45.6931


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1062 top1= 33.9744

Train epoch 26
[E26B0  |    352/60000 (  1%) ] Loss: 0.7763 top1= 77.8409

=== Log global consensus distance @ E26B0 ===
consensus_distance=1.870



=== Log clique consensus distance @ E26B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=7.661


[E26B10 |   3872/60000 (  6%) ] Loss: 0.6998 top1= 81.2500

=== Log global consensus distance @ E26B10 ===
consensus_distance=1.923



=== Log clique consensus distance @ E26B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=7.876


[E26B20 |   7392/60000 ( 12%) ] Loss: 0.7880 top1= 80.3977

=== Log global consensus distance @ E26B20 ===
consensus_distance=1.978



=== Log clique consensus distance @ E26B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=8.103



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5347 top1= 59.8257


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9826 top1= 46.0236


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1074 top1= 34.7356

Train epoch 27
[E27B0  |    352/60000 (  1%) ] Loss: 0.7515 top1= 79.2614

=== Log global consensus distance @ E27B0 ===
consensus_distance=2.033



=== Log clique consensus distance @ E27B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=8.325


[E27B10 |   3872/60000 (  6%) ] Loss: 0.6721 top1= 81.8182

=== Log global consensus distance @ E27B10 ===
consensus_distance=2.087



=== Log clique consensus distance @ E27B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=8.545


[E27B20 |   7392/60000 ( 12%) ] Loss: 0.7627 top1= 80.6818

=== Log global consensus distance @ E27B20 ===
consensus_distance=2.144



=== Log clique consensus distance @ E27B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=8.778



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5160 top1= 59.7155


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9881 top1= 46.2440


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1089 top1= 35.4067

Train epoch 28
[E28B0  |    352/60000 (  1%) ] Loss: 0.7288 top1= 80.1136

=== Log global consensus distance @ E28B0 ===
consensus_distance=2.200



=== Log clique consensus distance @ E28B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=9.005


[E28B10 |   3872/60000 (  6%) ] Loss: 0.6466 top1= 83.5227

=== Log global consensus distance @ E28B10 ===
consensus_distance=2.255



=== Log clique consensus distance @ E28B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=9.231


[E28B20 |   7392/60000 ( 12%) ] Loss: 0.7395 top1= 80.6818

=== Log global consensus distance @ E28B20 ===
consensus_distance=2.314



=== Log clique consensus distance @ E28B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=9.469



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.4991 top1= 59.7256


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9941 top1= 46.4944


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1110 top1= 35.9876

Train epoch 29
[E29B0  |    352/60000 (  1%) ] Loss: 0.7079 top1= 80.6818

=== Log global consensus distance @ E29B0 ===
consensus_distance=2.371



=== Log clique consensus distance @ E29B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=9.702


[E29B10 |   3872/60000 (  6%) ] Loss: 0.6230 top1= 83.8068

=== Log global consensus distance @ E29B10 ===
consensus_distance=2.427



=== Log clique consensus distance @ E29B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=9.932


[E29B20 |   7392/60000 ( 12%) ] Loss: 0.7180 top1= 80.6818

=== Log global consensus distance @ E29B20 ===
consensus_distance=2.487



=== Log clique consensus distance @ E29B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=10.176



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.4837 top1= 59.4952


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0009 top1= 46.6647


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1127 top1= 36.4683

Train epoch 30
[E30B0  |    352/60000 (  1%) ] Loss: 0.6885 top1= 81.2500

=== Log global consensus distance @ E30B0 ===
consensus_distance=2.545



=== Log clique consensus distance @ E30B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=10.413


[E30B10 |   3872/60000 (  6%) ] Loss: 0.6011 top1= 84.0909

=== Log global consensus distance @ E30B10 ===
consensus_distance=2.603



=== Log clique consensus distance @ E30B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=10.648


[E30B20 |   7392/60000 ( 12%) ] Loss: 0.6980 top1= 80.9659

=== Log global consensus distance @ E30B20 ===
consensus_distance=2.664



=== Log clique consensus distance @ E30B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=10.896



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.4697 top1= 59.2748


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0081 top1= 46.8049


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1152 top1= 37.0092

Train epoch 31
[E31B0  |    352/60000 (  1%) ] Loss: 0.6704 top1= 82.3864

=== Log global consensus distance @ E31B0 ===
consensus_distance=2.724



=== Log clique consensus distance @ E31B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=11.138


[E31B10 |   3872/60000 (  6%) ] Loss: 0.5807 top1= 84.6591

=== Log global consensus distance @ E31B10 ===
consensus_distance=2.783



=== Log clique consensus distance @ E31B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=11.378


[E31B20 |   7392/60000 ( 12%) ] Loss: 0.6793 top1= 81.2500

=== Log global consensus distance @ E31B20 ===
consensus_distance=2.845



=== Log clique consensus distance @ E31B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=11.631



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.4567 top1= 59.2849


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0169 top1= 46.8650


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1174 top1= 37.4299

Train epoch 32
[E32B0  |    352/60000 (  1%) ] Loss: 0.6533 top1= 82.6705

=== Log global consensus distance @ E32B0 ===
consensus_distance=2.905



=== Log clique consensus distance @ E32B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=11.877


[E32B10 |   3872/60000 (  6%) ] Loss: 0.5618 top1= 84.6591

=== Log global consensus distance @ E32B10 ===
consensus_distance=2.965



=== Log clique consensus distance @ E32B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=12.120


[E32B20 |   7392/60000 ( 12%) ] Loss: 0.6617 top1= 81.2500

=== Log global consensus distance @ E32B20 ===
consensus_distance=3.029



=== Log clique consensus distance @ E32B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=12.378



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.4450 top1= 59.0445


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0259 top1= 46.9752


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1196 top1= 37.8706

Train epoch 33
[E33B0  |    352/60000 (  1%) ] Loss: 0.6373 top1= 83.2386

=== Log global consensus distance @ E33B0 ===
consensus_distance=3.090



=== Log clique consensus distance @ E33B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=12.628


[E33B10 |   3872/60000 (  6%) ] Loss: 0.5440 top1= 85.5114

=== Log global consensus distance @ E33B10 ===
consensus_distance=3.151



=== Log clique consensus distance @ E33B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=12.876


[E33B20 |   7392/60000 ( 12%) ] Loss: 0.6452 top1= 81.5341

=== Log global consensus distance @ E33B20 ===
consensus_distance=3.216



=== Log clique consensus distance @ E33B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=13.138



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.4345 top1= 58.8942


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0348 top1= 47.1755


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1222 top1= 38.3013

Train epoch 34
[E34B0  |    352/60000 (  1%) ] Loss: 0.6220 top1= 84.3750

=== Log global consensus distance @ E34B0 ===
consensus_distance=3.278



=== Log clique consensus distance @ E34B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=13.392


[E34B10 |   3872/60000 (  6%) ] Loss: 0.5274 top1= 86.0795

=== Log global consensus distance @ E34B10 ===
consensus_distance=3.340



=== Log clique consensus distance @ E34B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=13.643


[E34B20 |   7392/60000 ( 12%) ] Loss: 0.6298 top1= 82.3864

=== Log global consensus distance @ E34B20 ===
consensus_distance=3.406



=== Log clique consensus distance @ E34B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=13.910



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.4248 top1= 58.8141


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0457 top1= 47.2857


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1252 top1= 38.6218

Train epoch 35
[E35B0  |    352/60000 (  1%) ] Loss: 0.6076 top1= 84.6591

=== Log global consensus distance @ E35B0 ===
consensus_distance=3.469



=== Log clique consensus distance @ E35B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=14.167


[E35B10 |   3872/60000 (  6%) ] Loss: 0.5119 top1= 86.0795

=== Log global consensus distance @ E35B10 ===
consensus_distance=3.532



=== Log clique consensus distance @ E35B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=14.422


[E35B20 |   7392/60000 ( 12%) ] Loss: 0.6154 top1= 82.6705

=== Log global consensus distance @ E35B20 ===
consensus_distance=3.599



=== Log clique consensus distance @ E35B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=14.693



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.4160 top1= 58.6839


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0567 top1= 47.3758


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1283 top1= 38.9623

Train epoch 36
[E36B0  |    352/60000 (  1%) ] Loss: 0.5941 top1= 84.9432

=== Log global consensus distance @ E36B0 ===
consensus_distance=3.663



=== Log clique consensus distance @ E36B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=14.954


[E36B10 |   3872/60000 (  6%) ] Loss: 0.4975 top1= 86.0795

=== Log global consensus distance @ E36B10 ===
consensus_distance=3.727



=== Log clique consensus distance @ E36B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=15.213


[E36B20 |   7392/60000 ( 12%) ] Loss: 0.6018 top1= 82.3864

=== Log global consensus distance @ E36B20 ===
consensus_distance=3.795



=== Log clique consensus distance @ E36B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=15.488



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.4082 top1= 58.7941


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0678 top1= 47.5060


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1320 top1= 39.3429

Train epoch 37
[E37B0  |    352/60000 (  1%) ] Loss: 0.5814 top1= 85.5114

=== Log global consensus distance @ E37B0 ===
consensus_distance=3.860



=== Log clique consensus distance @ E37B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=15.753


[E37B10 |   3872/60000 (  6%) ] Loss: 0.4840 top1= 86.9318

=== Log global consensus distance @ E37B10 ===
consensus_distance=3.925



=== Log clique consensus distance @ E37B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=16.016


[E37B20 |   7392/60000 ( 12%) ] Loss: 0.5891 top1= 82.3864

=== Log global consensus distance @ E37B20 ===
consensus_distance=3.994



=== Log clique consensus distance @ E37B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=16.295



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.4007 top1= 58.6839


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0794 top1= 47.5761


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1354 top1= 39.6134

Train epoch 38
[E38B0  |    352/60000 (  1%) ] Loss: 0.5696 top1= 85.7955

=== Log global consensus distance @ E38B0 ===
consensus_distance=4.060



=== Log clique consensus distance @ E38B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=16.563


[E38B10 |   3872/60000 (  6%) ] Loss: 0.4715 top1= 87.5000

=== Log global consensus distance @ E38B10 ===
consensus_distance=4.125



=== Log clique consensus distance @ E38B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=16.829


[E38B20 |   7392/60000 ( 12%) ] Loss: 0.5771 top1= 82.6705

=== Log global consensus distance @ E38B20 ===
consensus_distance=4.195



=== Log clique consensus distance @ E38B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=17.112



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.3939 top1= 58.6238


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0913 top1= 47.5962


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1392 top1= 39.8838

Train epoch 39
[E39B0  |    352/60000 (  1%) ] Loss: 0.5584 top1= 86.3636

=== Log global consensus distance @ E39B0 ===
consensus_distance=4.262



=== Log clique consensus distance @ E39B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=17.383


[E39B10 |   3872/60000 (  6%) ] Loss: 0.4598 top1= 88.0682

=== Log global consensus distance @ E39B10 ===
consensus_distance=4.329



=== Log clique consensus distance @ E39B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=17.653


[E39B20 |   7392/60000 ( 12%) ] Loss: 0.5658 top1= 82.9545

=== Log global consensus distance @ E39B20 ===
consensus_distance=4.399



=== Log clique consensus distance @ E39B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=17.940



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.3876 top1= 58.5337


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1033 top1= 47.6462


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1436 top1= 40.0541

Train epoch 40
[E40B0  |    352/60000 (  1%) ] Loss: 0.5479 top1= 86.3636

=== Log global consensus distance @ E40B0 ===
consensus_distance=4.467



=== Log clique consensus distance @ E40B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=18.214


[E40B10 |   3872/60000 (  6%) ] Loss: 0.4490 top1= 88.0682

=== Log global consensus distance @ E40B10 ===
consensus_distance=4.534



=== Log clique consensus distance @ E40B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=18.488


[E40B20 |   7392/60000 ( 12%) ] Loss: 0.5549 top1= 83.2386

=== Log global consensus distance @ E40B20 ===
consensus_distance=4.606



=== Log clique consensus distance @ E40B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=18.778



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.3818 top1= 58.5036


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1156 top1= 47.6462


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1477 top1= 40.3045

