
=== 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 LabelFlippingWorker
=> Add worker LabelFlippingWorker
=> Add worker LabelFlippingWorker

=== 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([5, 9, 4, 0, 4], device='cuda:0')
Worker 12 has targets: tensor([1, 7, 8, 7, 2], device='cuda:0')
Worker 13 has targets: tensor([0, 8, 3, 8, 8], 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: 2.2808 top1= 13.3523

=== 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: 2.2942 top1= 10.2273

=== 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=2.2803 top1= 15.5248


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2792 top1= 16.1358


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2792 top1= 16.2059

Train epoch 2
[E 2B0  |    448/60000 (  1%) ] Loss: 2.2767 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: 2.2578 top1= 18.4659

=== 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: 2.2684 top1= 16.1932

=== 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=2.2566 top1= 24.9599


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2555 top1= 25.5909


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2553 top1= 25.3205

Train epoch 3
[E 3B0  |    448/60000 (  1%) ] Loss: 2.2530 top1= 17.3295

=== 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: 2.2339 top1= 26.4205

=== 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: 2.2419 top1= 23.0114

=== 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=2.2313 top1= 30.3385


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2300 top1= 30.6991


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2299 top1= 30.3686

Train epoch 4
[E 4B0  |    448/60000 (  1%) ] Loss: 2.2277 top1= 21.8750

=== 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: 2.2076 top1= 33.2386

=== 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: 2.2136 top1= 28.4091

=== 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=2.2033 top1= 38.6819


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2018 top1= 38.5116


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2018 top1= 38.6518

Train epoch 5
[E 5B0  |    448/60000 (  1%) ] Loss: 2.2003 top1= 29.5455

=== 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: 2.1777 top1= 38.3523

=== 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: 2.1828 top1= 34.0909

=== 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=2.1724 top1= 44.7216


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1709 top1= 44.8718


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1706 top1= 44.2808

Train epoch 6
[E 6B0  |    448/60000 (  1%) ] Loss: 2.1702 top1= 32.6705

=== 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: 2.1449 top1= 43.1818

=== 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: 2.1491 top1= 38.6364

=== 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=2.1387 top1= 48.7680


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1371 top1= 48.9483


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1368 top1= 48.3974

Train epoch 7
[E 7B0  |    448/60000 (  1%) ] Loss: 2.1373 top1= 37.2159

=== 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: 2.1092 top1= 45.7386

=== 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: 2.1123 top1= 46.0227

=== 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=2.1018 top1= 52.6342


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0999 top1= 52.8345


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0997 top1= 52.0333

Train epoch 8
[E 8B0  |    448/60000 (  1%) ] Loss: 2.1010 top1= 40.6250

=== 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: 2.0701 top1= 48.5795

=== 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: 2.0715 top1= 48.5795

=== 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=2.0610 top1= 55.9896


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0590 top1= 56.2901


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0586 top1= 55.4888

Train epoch 9
[E 9B0  |    448/60000 (  1%) ] Loss: 2.0611 top1= 43.7500

=== 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: 2.0270 top1= 50.5682

=== 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: 2.0264 top1= 52.2727

=== 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=2.0157 top1= 58.7941


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0133 top1= 59.1246


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0130 top1= 58.2933

Train epoch 10
[E10B0  |    448/60000 (  1%) ] Loss: 2.0174 top1= 49.1477

=== 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: 1.9791 top1= 52.8409

=== 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: 1.9760 top1= 57.1023

=== 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=1.9652 top1= 61.0877


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9623 top1= 61.4183


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.9621 top1= 60.7171

Train epoch 11
[E11B0  |    448/60000 (  1%) ] Loss: 1.9690 top1= 54.2614

=== 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: 1.9263 top1= 55.1136

=== 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: 1.9201 top1= 58.5227

=== 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=1.9096 top1= 63.1310


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9062 top1= 63.3514


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.9062 top1= 62.8506

Train epoch 12
[E12B0  |    448/60000 (  1%) ] Loss: 1.9157 top1= 55.6818

=== 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: 1.8686 top1= 59.0909

=== 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: 1.8593 top1= 61.0795

=== 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=1.8491 top1= 65.2945


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8451 top1= 65.3746


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.8452 top1= 64.9940

Train epoch 13
[E13B0  |    448/60000 (  1%) ] Loss: 1.8575 top1= 56.8182

=== 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: 1.8068 top1= 60.5114

=== 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: 1.7940 top1= 62.5000

=== 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=1.7836 top1= 67.1074


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7790 top1= 67.1374


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.7793 top1= 66.9271

Train epoch 14
[E14B0  |    448/60000 (  1%) ] Loss: 1.7947 top1= 59.3750

=== 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: 1.7406 top1= 63.3523

=== 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: 1.7243 top1= 63.3523

=== 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=1.7134 top1= 69.0805


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7083 top1= 69.2107


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.7086 top1= 68.9203

Train epoch 15
[E15B0  |    448/60000 (  1%) ] Loss: 1.7277 top1= 60.5114

=== 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: 1.6706 top1= 64.7727

=== 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: 1.6507 top1= 64.2045

=== 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=1.6395 top1= 71.1138


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6337 top1= 71.1038


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.6340 top1= 71.0737

Train epoch 16
[E16B0  |    448/60000 (  1%) ] Loss: 1.6571 top1= 63.6364

=== 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: 1.5976 top1= 66.1932

=== 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: 1.5742 top1= 66.4773

=== 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=1.5626 top1= 72.6963


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5561 top1= 72.7564


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.5564 top1= 72.7264

Train epoch 17
[E17B0  |    448/60000 (  1%) ] Loss: 1.5844 top1= 65.6250

=== 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: 1.5228 top1= 68.1818

=== 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: 1.4962 top1= 69.0341

=== 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=1.4840 top1= 74.4391


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4768 top1= 74.5493


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4772 top1= 74.6194

Train epoch 18
[E18B0  |    448/60000 (  1%) ] Loss: 1.5108 top1= 66.4773

=== 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: 1.4475 top1= 70.1705

=== 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: 1.4180 top1= 69.6023

=== 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=1.4057 top1= 75.8914


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3977 top1= 75.9215


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3983 top1= 76.0517

Train epoch 19
[E19B0  |    448/60000 (  1%) ] Loss: 1.4376 top1= 67.8977

=== 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: 1.3735 top1= 71.5909

=== 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: 1.3417 top1= 71.5909

=== 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=1.3292 top1= 77.1935


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3206 top1= 77.2135


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3211 top1= 77.4840

Train epoch 20
[E20B0  |    448/60000 (  1%) ] Loss: 1.3662 top1= 70.1705

=== 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: 1.3017 top1= 72.4432

=== 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: 1.2689 top1= 73.8636

=== 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=1.2562 top1= 78.3253


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2471 top1= 78.4255


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.2475 top1= 78.5457

Train epoch 21
[E21B0  |    448/60000 (  1%) ] Loss: 1.2978 top1= 70.7386

=== 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: 1.2333 top1= 73.8636

=== 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: 1.2005 top1= 75.0000

=== 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=1.1878 top1= 79.3970


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.1781 top1= 79.5172


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.1785 top1= 79.6274

Train epoch 22
[E22B0  |    448/60000 (  1%) ] Loss: 1.2334 top1= 72.4432

=== 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: 1.1690 top1= 74.4318

=== 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: 1.1370 top1= 76.4205

=== 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=1.1247 top1= 80.2985


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.1145 top1= 80.2584


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.1149 top1= 80.4988

Train epoch 23
[E23B0  |    448/60000 (  1%) ] Loss: 1.1736 top1= 73.2955

=== 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: 1.1093 top1= 76.4205

=== 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: 1.0789 top1= 77.2727

=== 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=1.0672 top1= 81.0196


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.0566 top1= 80.9996


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.0569 top1= 81.2099

Train epoch 24
[E24B0  |    448/60000 (  1%) ] Loss: 1.1186 top1= 74.1477

=== 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: 1.0544 top1= 77.8409

=== 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: 1.0261 top1= 80.6818

=== 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=1.0152 top1= 81.7208


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.0043 top1= 81.6907


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.0046 top1= 81.9010

Train epoch 25
[E25B0  |    448/60000 (  1%) ] Loss: 1.0682 top1= 74.7159

=== 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: 1.0045 top1= 78.4091

=== 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: 0.9784 top1= 81.8182

=== 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=0.9686 top1= 82.3918


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.9575 top1= 82.2716


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.9576 top1= 82.5821

Train epoch 26
[E26B0  |    448/60000 (  1%) ] Loss: 1.0226 top1= 76.7045

=== 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: 0.9592 top1= 79.2614

=== 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: 0.9354 top1= 81.5341

=== 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=0.9270 top1= 82.8325


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.9157 top1= 82.9327


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.9158 top1= 83.0529

Train epoch 27
[E27B0  |    448/60000 (  1%) ] Loss: 0.9815 top1= 77.2727

=== 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: 0.9183 top1= 80.3977

=== 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: 0.8967 top1= 81.5341

=== 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=0.8899 top1= 83.2131


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.8784 top1= 83.3333


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.8784 top1= 83.4535

Train epoch 28
[E28B0  |    448/60000 (  1%) ] Loss: 0.9442 top1= 77.5568

=== 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: 0.8813 top1= 80.6818

=== 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: 0.8619 top1= 82.3864

=== 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=0.8569 top1= 83.6639


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.8453 top1= 83.7440


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.8452 top1= 83.9443

Train epoch 29
[E29B0  |    448/60000 (  1%) ] Loss: 0.9104 top1= 78.4091

=== 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: 0.8480 top1= 81.5341

=== 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: 0.8306 top1= 83.2386

=== 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=0.8274 top1= 84.0345


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.8156 top1= 84.2147


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.8154 top1= 84.3049

Train epoch 30
[E30B0  |    448/60000 (  1%) ] Loss: 0.8799 top1= 79.2614

=== 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: 0.8179 top1= 82.1023

=== 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: 0.8022 top1= 84.0909

=== 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=0.8011 top1= 84.3650


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.7892 top1= 84.5152


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.7889 top1= 84.6254

Train epoch 31
[E31B0  |    448/60000 (  1%) ] Loss: 0.8521 top1= 79.5455

=== 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: 0.7905 top1= 82.3864

=== 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: 0.7766 top1= 84.3750

=== 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=0.7776 top1= 84.6655


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.7655 top1= 84.8458


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.7651 top1= 84.9359

Train epoch 32
[E32B0  |    448/60000 (  1%) ] Loss: 0.8268 top1= 79.5455

=== 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: 0.7655 top1= 82.6705

=== 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: 0.7535 top1= 84.6591

=== 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=0.7565 top1= 84.8858


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.7442 top1= 85.1162


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.7438 top1= 85.1663

Train epoch 33
[E33B0  |    448/60000 (  1%) ] Loss: 0.8036 top1= 80.1136

=== 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: 0.7428 top1= 83.2386

=== 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: 0.7324 top1= 84.6591

=== 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=0.7374 top1= 85.2364


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.7250 top1= 85.3866


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.7246 top1= 85.4067

Train epoch 34
[E34B0  |    448/60000 (  1%) ] Loss: 0.7824 top1= 79.8295

=== 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: 0.7221 top1= 83.2386

=== 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: 0.7132 top1= 84.6591

=== 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=0.7203 top1= 85.4467


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.7078 top1= 85.5268


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.7072 top1= 85.6470

Train epoch 35
[E35B0  |    448/60000 (  1%) ] Loss: 0.7628 top1= 80.1136

=== 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: 0.7030 top1= 84.0909

=== 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: 0.6957 top1= 85.2273

=== 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=0.7047 top1= 85.6270


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.6921 top1= 85.7672


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.6914 top1= 85.8073

Train epoch 36
[E36B0  |    448/60000 (  1%) ] Loss: 0.7449 top1= 80.6818

=== 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: 0.6856 top1= 84.0909

=== 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: 0.6796 top1= 85.2273

=== 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=0.6905 top1= 85.8273


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.6778 top1= 85.9075


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.6770 top1= 86.0076

Train epoch 37
[E37B0  |    448/60000 (  1%) ] Loss: 0.7282 top1= 81.2500

=== 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: 0.6696 top1= 84.6591

=== 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: 0.6647 top1= 85.5114

=== 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=0.6774 top1= 85.9375


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.6646 top1= 86.0377


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.6638 top1= 86.1278

Train epoch 38
[E38B0  |    448/60000 (  1%) ] Loss: 0.7128 top1= 81.8182

=== 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: 0.6548 top1= 84.9432

=== 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: 0.6508 top1= 85.7955

=== 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=0.6655 top1= 86.0076


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.6525 top1= 86.2280


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.6517 top1= 86.2981

Train epoch 39
[E39B0  |    448/60000 (  1%) ] Loss: 0.6986 top1= 82.1023

=== 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: 0.6410 top1= 85.2273

=== 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: 0.6380 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=0.6544 top1= 86.1278


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.6413 top1= 86.2981


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.6404 top1= 86.4083

Train epoch 40
[E40B0  |    448/60000 (  1%) ] Loss: 0.6852 top1= 82.9545

=== 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: 0.6282 top1= 85.7955

=== 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: 0.6261 top1= 85.7955

=== 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=0.6442 top1= 86.2480


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.6309 top1= 86.3882


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.6301 top1= 86.5785

