
=== Start adding workers ===
=> Add worker SGDMWorker(index=0, momentum=0.0)
=> Add worker SGDMWorker(index=1, momentum=0.0)
=> Add worker SGDMWorker(index=2, momentum=0.0)
=> Add worker SGDMWorker(index=3, momentum=0.0)
=> Add worker SGDMWorker(index=4, momentum=0.0)
=> Add worker SGDMWorker(index=5, momentum=0.0)
=> Add worker SGDMWorker(index=6, momentum=0.0)
=> Add worker SGDMWorker(index=7, momentum=0.0)
=> Add worker SGDMWorker(index=8, momentum=0.0)
=> Add worker SGDMWorker(index=9, momentum=0.0)
=> Add worker SGDMWorker(index=10, momentum=0.0)
=> Add worker ByzantineWorker(index=11)
=> Add worker ByzantineWorker(index=12)

=== Start adding graph ===
TwoCliquesWithByzantine(m=5,b=2)

Train epoch 1
[E 1B0  |    416/60000 (  1%) ] Loss: 2.3120 top1=  8.2386

=== Peeking data label distribution E1B0 ===
Worker 0 has targets: tensor([0, 0, 0, 0, 0], device='cuda:0')
Worker 1 has targets: tensor([1, 0, 1, 1, 1], device='cuda:0')
Worker 2 has targets: tensor([1, 1, 2, 2, 2], device='cuda:0')
Worker 3 has targets: tensor([2, 2, 2, 2, 2], device='cuda:0')
Worker 4 has targets: tensor([3, 3, 3, 3, 3], device='cuda:0')
Worker 5 has targets: tensor([4, 3, 4, 4, 4], device='cuda:0')
Worker 6 has targets: tensor([5, 4, 5, 5, 5], device='cuda:0')
Worker 7 has targets: tensor([5, 5, 6, 5, 6], device='cuda:0')
Worker 8 has targets: tensor([6, 6, 6, 6, 6], device='cuda:0')
Worker 9 has targets: tensor([7, 7, 7, 7, 7], device='cuda:0')
Worker 10 has targets: tensor([8, 7, 8, 8, 8], device='cuda:0')
Worker 11 has targets: tensor([9, 8, 9, 9, 9], device='cuda:0')
Worker 12 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 |   4576/60000 (  8%) ] Loss: 2.2422 top1= 20.7386

=== Log global consensus distance @ E1B10 ===
consensus_distance=0.001



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


[E 1B20 |   8736/60000 ( 15%) ] Loss: 2.1923 top1= 29.5455

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



=== Log clique consensus distance @ E1B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2827 top1= 10.7372


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2762 top1= 19.0405


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2853 top1= 19.1907

Train epoch 2
[E 2B0  |    416/60000 (  1%) ] Loss: 2.1432 top1= 33.5227

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



=== Log clique consensus distance @ E2B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007


[E 2B10 |   4576/60000 (  8%) ] Loss: 2.1154 top1= 29.5455

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



=== Log clique consensus distance @ E2B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.010


[E 2B20 |   8736/60000 ( 15%) ] Loss: 2.0757 top1= 24.1477

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



=== Log clique consensus distance @ E2B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.013



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2910 top1= 16.7568


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2620 top1= 20.4127


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2766 top1= 16.3862

Train epoch 3
[E 3B0  |    416/60000 (  1%) ] Loss: 2.0378 top1= 25.0000

=== Log global consensus distance @ E3B0 ===
consensus_distance=0.006



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


[E 3B10 |   4576/60000 (  8%) ] Loss: 2.0273 top1= 22.7273

=== Log global consensus distance @ E3B10 ===
consensus_distance=0.007



=== Log clique consensus distance @ E3B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.020


[E 3B20 |   8736/60000 ( 15%) ] Loss: 1.9940 top1= 20.7386

=== Log global consensus distance @ E3B20 ===
consensus_distance=0.008



=== Log clique consensus distance @ E3B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.024



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.3682 top1= 18.8902


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2774 top1= 18.7099


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3011 top1= 15.5549

Train epoch 4
[E 4B0  |    416/60000 (  1%) ] Loss: 1.9738 top1= 19.8864

=== Log global consensus distance @ E4B0 ===
consensus_distance=0.009



=== Log clique consensus distance @ E4B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.027


[E 4B10 |   4576/60000 (  8%) ] Loss: 1.9805 top1= 19.0341

=== Log global consensus distance @ E4B10 ===
consensus_distance=0.010



=== Log clique consensus distance @ E4B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.031


[E 4B20 |   8736/60000 ( 15%) ] Loss: 1.9518 top1= 18.7500

=== Log global consensus distance @ E4B20 ===
consensus_distance=0.011



=== Log clique consensus distance @ E4B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.035



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.4967 top1= 18.6799


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3143 top1= 18.1891


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3574 top1= 14.8237

Train epoch 5
[E 5B0  |    416/60000 (  1%) ] Loss: 1.9374 top1= 19.6023

=== Log global consensus distance @ E5B0 ===
consensus_distance=0.012



=== Log clique consensus distance @ E5B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.039


[E 5B10 |   4576/60000 (  8%) ] Loss: 1.9453 top1= 21.8750

=== Log global consensus distance @ E5B10 ===
consensus_distance=0.013



=== Log clique consensus distance @ E5B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.043


[E 5B20 |   8736/60000 ( 15%) ] Loss: 1.9079 top1= 20.7386

=== Log global consensus distance @ E5B20 ===
consensus_distance=0.014



=== Log clique consensus distance @ E5B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.047



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.6158 top1= 18.4996


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3423 top1= 17.8085


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4005 top1= 15.6150

Train epoch 6
[E 6B0  |    416/60000 (  1%) ] Loss: 1.8865 top1= 21.3068

=== Log global consensus distance @ E6B0 ===
consensus_distance=0.015



=== Log clique consensus distance @ E6B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.051


[E 6B10 |   4576/60000 (  8%) ] Loss: 1.8897 top1= 22.4432

=== Log global consensus distance @ E6B10 ===
consensus_distance=0.016



=== Log clique consensus distance @ E6B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.055


[E 6B20 |   8736/60000 ( 15%) ] Loss: 1.8474 top1= 23.5795

=== Log global consensus distance @ E6B20 ===
consensus_distance=0.017



=== Log clique consensus distance @ E6B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.059



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.7115 top1= 18.5397


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3540 top1= 19.6514


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4212 top1= 16.4463

Train epoch 7
[E 7B0  |    416/60000 (  1%) ] Loss: 1.8200 top1= 22.7273

=== Log global consensus distance @ E7B0 ===
consensus_distance=0.018



=== Log clique consensus distance @ E7B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.062


[E 7B10 |   4576/60000 (  8%) ] Loss: 1.8178 top1= 25.5682

=== Log global consensus distance @ E7B10 ===
consensus_distance=0.019



=== Log clique consensus distance @ E7B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.066


[E 7B20 |   8736/60000 ( 15%) ] Loss: 1.7715 top1= 26.9886

=== Log global consensus distance @ E7B20 ===
consensus_distance=0.020



=== Log clique consensus distance @ E7B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.069



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.7938 top1= 18.6198


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3566 top1= 22.2456


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4228 top1= 17.0673

Train epoch 8
[E 8B0  |    416/60000 (  1%) ] Loss: 1.7437 top1= 26.9886

=== Log global consensus distance @ E8B0 ===
consensus_distance=0.021



=== Log clique consensus distance @ E8B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.072


[E 8B10 |   4576/60000 (  8%) ] Loss: 1.7469 top1= 27.8409

=== Log global consensus distance @ E8B10 ===
consensus_distance=0.021



=== Log clique consensus distance @ E8B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.075


[E 8B20 |   8736/60000 ( 15%) ] Loss: 1.7089 top1= 29.5455

=== Log global consensus distance @ E8B20 ===
consensus_distance=0.022



=== Log clique consensus distance @ E8B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.077



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.8638 top1= 18.6899


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3606 top1= 24.1687


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4277 top1= 17.3878

Train epoch 9
[E 9B0  |    416/60000 (  1%) ] Loss: 1.6848 top1= 30.9659

=== Log global consensus distance @ E9B0 ===
consensus_distance=0.023



=== Log clique consensus distance @ E9B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.080


[E 9B10 |   4576/60000 (  8%) ] Loss: 1.6917 top1= 30.3977

=== Log global consensus distance @ E9B10 ===
consensus_distance=0.023



=== Log clique consensus distance @ E9B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.082


[E 9B20 |   8736/60000 ( 15%) ] Loss: 1.6570 top1= 31.5341

=== Log global consensus distance @ E9B20 ===
consensus_distance=0.024



=== Log clique consensus distance @ E9B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.084



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.9269 top1= 18.7400


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3616 top1= 26.0016


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4306 top1= 18.1791

Train epoch 10
[E10B0  |    416/60000 (  1%) ] Loss: 1.6337 top1= 33.2386

=== Log global consensus distance @ E10B0 ===
consensus_distance=0.024



=== Log clique consensus distance @ E10B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.086


[E10B10 |   4576/60000 (  8%) ] Loss: 1.6456 top1= 32.1023

=== Log global consensus distance @ E10B10 ===
consensus_distance=0.025



=== Log clique consensus distance @ E10B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.088


[E10B20 |   8736/60000 ( 15%) ] Loss: 1.6151 top1= 32.6705

=== Log global consensus distance @ E10B20 ===
consensus_distance=0.025



=== Log clique consensus distance @ E10B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.089



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.9832 top1= 18.7700


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3648 top1= 27.4740


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4337 top1= 19.1206

Train epoch 11
[E11B0  |    416/60000 (  1%) ] Loss: 1.5935 top1= 34.6591

=== Log global consensus distance @ E11B0 ===
consensus_distance=0.026



=== Log clique consensus distance @ E11B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.090


[E11B10 |   4576/60000 (  8%) ] Loss: 1.6098 top1= 33.2386

=== Log global consensus distance @ E11B10 ===
consensus_distance=0.026



=== Log clique consensus distance @ E11B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.092


[E11B20 |   8736/60000 ( 15%) ] Loss: 1.5822 top1= 34.3750

=== Log global consensus distance @ E11B20 ===
consensus_distance=0.026



=== Log clique consensus distance @ E11B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.093



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.0330 top1= 18.7800


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3690 top1= 28.7460


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4375 top1= 19.9820

Train epoch 12
[E12B0  |    416/60000 (  1%) ] Loss: 1.5611 top1= 35.7955

=== Log global consensus distance @ E12B0 ===
consensus_distance=0.027



=== Log clique consensus distance @ E12B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.094


[E12B10 |   4576/60000 (  8%) ] Loss: 1.5811 top1= 35.5114

=== Log global consensus distance @ E12B10 ===
consensus_distance=0.027



=== Log clique consensus distance @ E12B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.095


[E12B20 |   8736/60000 ( 15%) ] Loss: 1.5555 top1= 35.7955

=== Log global consensus distance @ E12B20 ===
consensus_distance=0.027



=== Log clique consensus distance @ E12B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.095



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.0780 top1= 18.8301


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3731 top1= 30.0381


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4411 top1= 20.7432

Train epoch 13
[E13B0  |    416/60000 (  1%) ] Loss: 1.5343 top1= 37.2159

=== Log global consensus distance @ E13B0 ===
consensus_distance=0.027



=== Log clique consensus distance @ E13B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.096


[E13B10 |   4576/60000 (  8%) ] Loss: 1.5574 top1= 36.0795

=== Log global consensus distance @ E13B10 ===
consensus_distance=0.028



=== Log clique consensus distance @ E13B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.097


[E13B20 |   8736/60000 ( 15%) ] Loss: 1.5332 top1= 36.0795

=== Log global consensus distance @ E13B20 ===
consensus_distance=0.028



=== Log clique consensus distance @ E13B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.098



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.1190 top1= 18.8702


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3770 top1= 31.2400


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4447 top1= 21.2640

Train epoch 14
[E14B0  |    416/60000 (  1%) ] Loss: 1.5116 top1= 39.4886

=== Log global consensus distance @ E14B0 ===
consensus_distance=0.028



=== Log clique consensus distance @ E14B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.099


[E14B10 |   4576/60000 (  8%) ] Loss: 1.5372 top1= 36.6477

=== Log global consensus distance @ E14B10 ===
consensus_distance=0.028



=== Log clique consensus distance @ E14B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.099


[E14B20 |   8736/60000 ( 15%) ] Loss: 1.5141 top1= 37.7841

=== Log global consensus distance @ E14B20 ===
consensus_distance=0.028



=== Log clique consensus distance @ E14B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.099



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.1564 top1= 18.8802


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3805 top1= 32.2616


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4480 top1= 21.7849

Train epoch 15
[E15B0  |    416/60000 (  1%) ] Loss: 1.4920 top1= 40.0568

=== Log global consensus distance @ E15B0 ===
consensus_distance=0.028



=== Log clique consensus distance @ E15B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.100


[E15B10 |   4576/60000 (  8%) ] Loss: 1.5195 top1= 37.7841

=== Log global consensus distance @ E15B10 ===
consensus_distance=0.029



=== Log clique consensus distance @ E15B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.101


[E15B20 |   8736/60000 ( 15%) ] Loss: 1.4975 top1= 38.0682

=== Log global consensus distance @ E15B20 ===
consensus_distance=0.029



=== Log clique consensus distance @ E15B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.101



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.1910 top1= 18.9103


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3837 top1= 32.9828


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4508 top1= 22.2155

Train epoch 16
[E16B0  |    416/60000 (  1%) ] Loss: 1.4748 top1= 40.6250

=== Log global consensus distance @ E16B0 ===
consensus_distance=0.029



=== Log clique consensus distance @ E16B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.102


[E16B10 |   4576/60000 (  8%) ] Loss: 1.5034 top1= 38.3523

=== Log global consensus distance @ E16B10 ===
consensus_distance=0.029



=== Log clique consensus distance @ E16B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.102


[E16B20 |   8736/60000 ( 15%) ] Loss: 1.4816 top1= 39.2045

=== Log global consensus distance @ E16B20 ===
consensus_distance=0.029



=== Log clique consensus distance @ E16B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.102



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.2238 top1= 18.9403


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3868 top1= 33.8442


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4531 top1= 22.4259

Train epoch 17
[E17B0  |    416/60000 (  1%) ] Loss: 1.4588 top1= 41.1932

=== Log global consensus distance @ E17B0 ===
consensus_distance=0.029



=== Log clique consensus distance @ E17B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.103


[E17B10 |   4576/60000 (  8%) ] Loss: 1.4882 top1= 39.4886

=== Log global consensus distance @ E17B10 ===
consensus_distance=0.029



=== Log clique consensus distance @ E17B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.103


[E17B20 |   8736/60000 ( 15%) ] Loss: 1.4672 top1= 39.4886

=== Log global consensus distance @ E17B20 ===
consensus_distance=0.029



=== Log clique consensus distance @ E17B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.103



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.2544 top1= 18.9603


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3902 top1= 34.6054


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4552 top1= 22.7063

Train epoch 18
[E18B0  |    416/60000 (  1%) ] Loss: 1.4449 top1= 41.4773

=== Log global consensus distance @ E18B0 ===
consensus_distance=0.030



=== Log clique consensus distance @ E18B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.104


[E18B10 |   4576/60000 (  8%) ] Loss: 1.4753 top1= 40.3409

=== Log global consensus distance @ E18B10 ===
consensus_distance=0.030



=== Log clique consensus distance @ E18B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.104


[E18B20 |   8736/60000 ( 15%) ] Loss: 1.4546 top1= 40.0568

=== Log global consensus distance @ E18B20 ===
consensus_distance=0.030



=== Log clique consensus distance @ E18B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.104



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.2821 top1= 19.0204


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3933 top1= 35.2163


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4572 top1= 22.9267

Train epoch 19
[E19B0  |    416/60000 (  1%) ] Loss: 1.4321 top1= 41.7614

=== Log global consensus distance @ E19B0 ===
consensus_distance=0.030



=== Log clique consensus distance @ E19B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.105


[E19B10 |   4576/60000 (  8%) ] Loss: 1.4634 top1= 40.6250

=== Log global consensus distance @ E19B10 ===
consensus_distance=0.030



=== Log clique consensus distance @ E19B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.105


[E19B20 |   8736/60000 ( 15%) ] Loss: 1.4425 top1= 40.3409

=== Log global consensus distance @ E19B20 ===
consensus_distance=0.030



=== Log clique consensus distance @ E19B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.105



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.3071 top1= 19.0204


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3949 top1= 36.0377


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4595 top1= 23.1971

Train epoch 20
[E20B0  |    416/60000 (  1%) ] Loss: 1.4194 top1= 42.0455

=== Log global consensus distance @ E20B0 ===
consensus_distance=0.030



=== Log clique consensus distance @ E20B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.105


[E20B10 |   4576/60000 (  8%) ] Loss: 1.4518 top1= 40.9091

=== Log global consensus distance @ E20B10 ===
consensus_distance=0.030



=== Log clique consensus distance @ E20B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.105


[E20B20 |   8736/60000 ( 15%) ] Loss: 1.4304 top1= 41.1932

=== Log global consensus distance @ E20B20 ===
consensus_distance=0.030



=== Log clique consensus distance @ E20B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.105



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.3302 top1= 19.0304


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3955 top1= 36.6386


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4616 top1= 23.4175

Train epoch 21
[E21B0  |    416/60000 (  1%) ] Loss: 1.4075 top1= 42.3295

=== Log global consensus distance @ E21B0 ===
consensus_distance=0.030



=== Log clique consensus distance @ E21B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.105


[E21B10 |   4576/60000 (  8%) ] Loss: 1.4420 top1= 41.4773

=== Log global consensus distance @ E21B10 ===
consensus_distance=0.030



=== Log clique consensus distance @ E21B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.105


[E21B20 |   8736/60000 ( 15%) ] Loss: 1.4199 top1= 41.7614

=== Log global consensus distance @ E21B20 ===
consensus_distance=0.030



=== Log clique consensus distance @ E21B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.105



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.3492 top1= 19.0705


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3974 top1= 37.1294


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4610 top1= 23.7079

Train epoch 22
[E22B0  |    416/60000 (  1%) ] Loss: 1.3966 top1= 43.4659

=== Log global consensus distance @ E22B0 ===
consensus_distance=0.030



=== Log clique consensus distance @ E22B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.105


[E22B10 |   4576/60000 (  8%) ] Loss: 1.4310 top1= 41.7614

=== Log global consensus distance @ E22B10 ===
consensus_distance=0.030



=== Log clique consensus distance @ E22B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.105


[E22B20 |   8736/60000 ( 15%) ] Loss: 1.4086 top1= 43.4659

=== Log global consensus distance @ E22B20 ===
consensus_distance=0.030



=== Log clique consensus distance @ E22B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.105



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.3675 top1= 19.0805


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3996 top1= 37.5601


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4559 top1= 24.0284

Train epoch 23
[E23B0  |    416/60000 (  1%) ] Loss: 1.3853 top1= 43.4659

=== Log global consensus distance @ E23B0 ===
consensus_distance=0.030



=== Log clique consensus distance @ E23B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.105


[E23B10 |   4576/60000 (  8%) ] Loss: 1.4219 top1= 42.0455

=== Log global consensus distance @ E23B10 ===
consensus_distance=0.031



=== Log clique consensus distance @ E23B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.105


[E23B20 |   8736/60000 ( 15%) ] Loss: 1.4005 top1= 44.0341

=== Log global consensus distance @ E23B20 ===
consensus_distance=0.030



=== Log clique consensus distance @ E23B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.105



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.3879 top1= 19.1006


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4021 top1= 37.9207


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4565 top1= 24.2788

Train epoch 24
[E24B0  |    416/60000 (  1%) ] Loss: 1.3766 top1= 44.3182

=== Log global consensus distance @ E24B0 ===
consensus_distance=0.031



=== Log clique consensus distance @ E24B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.105


[E24B10 |   4576/60000 (  8%) ] Loss: 1.4143 top1= 42.6136

=== Log global consensus distance @ E24B10 ===
consensus_distance=0.031



=== Log clique consensus distance @ E24B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.106


[E24B20 |   8736/60000 ( 15%) ] Loss: 1.3929 top1= 45.4545

=== Log global consensus distance @ E24B20 ===
consensus_distance=0.031



=== Log clique consensus distance @ E24B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.105



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.4076 top1= 19.1106


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4046 top1= 38.2212


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4580 top1= 24.5092

Train epoch 25
[E25B0  |    416/60000 (  1%) ] Loss: 1.3686 top1= 45.1705

=== Log global consensus distance @ E25B0 ===
consensus_distance=0.031



=== Log clique consensus distance @ E25B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.106


[E25B10 |   4576/60000 (  8%) ] Loss: 1.4073 top1= 43.4659

=== Log global consensus distance @ E25B10 ===
consensus_distance=0.031



=== Log clique consensus distance @ E25B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.106


[E25B20 |   8736/60000 ( 15%) ] Loss: 1.3859 top1= 46.3068

=== Log global consensus distance @ E25B20 ===
consensus_distance=0.031



=== Log clique consensus distance @ E25B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.105



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.4240 top1= 19.1106


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4069 top1= 38.5317


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4595 top1= 24.6995

Train epoch 26
[E26B0  |    416/60000 (  1%) ] Loss: 1.3608 top1= 45.4545

=== Log global consensus distance @ E26B0 ===
consensus_distance=0.031



=== Log clique consensus distance @ E26B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.106


[E26B10 |   4576/60000 (  8%) ] Loss: 1.3999 top1= 43.7500

=== Log global consensus distance @ E26B10 ===
consensus_distance=0.031



=== Log clique consensus distance @ E26B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.106


[E26B20 |   8736/60000 ( 15%) ] Loss: 1.3775 top1= 46.3068

=== Log global consensus distance @ E26B20 ===
consensus_distance=0.031



=== Log clique consensus distance @ E26B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.105



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.4321 top1= 19.1206


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4093 top1= 38.7520


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4499 top1= 25.1603

Train epoch 27
[E27B0  |    416/60000 (  1%) ] Loss: 1.3514 top1= 46.8750

=== Log global consensus distance @ E27B0 ===
consensus_distance=0.031



=== Log clique consensus distance @ E27B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.105


[E27B10 |   4576/60000 (  8%) ] Loss: 1.3919 top1= 44.3182

=== Log global consensus distance @ E27B10 ===
consensus_distance=0.031



=== Log clique consensus distance @ E27B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.104


[E27B20 |   8736/60000 ( 15%) ] Loss: 1.3692 top1= 45.7386

=== Log global consensus distance @ E27B20 ===
consensus_distance=0.031



=== Log clique consensus distance @ E27B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.104



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.4460 top1= 19.1106


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4116 top1= 39.0425


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4439 top1= 25.4607

Train epoch 28
[E28B0  |    416/60000 (  1%) ] Loss: 1.3448 top1= 47.1591

=== Log global consensus distance @ E28B0 ===
consensus_distance=0.031



=== Log clique consensus distance @ E28B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.104


[E28B10 |   4576/60000 (  8%) ] Loss: 1.3860 top1= 44.6023

=== Log global consensus distance @ E28B10 ===
consensus_distance=0.031



=== Log clique consensus distance @ E28B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.104


[E28B20 |   8736/60000 ( 15%) ] Loss: 1.3630 top1= 45.7386

=== Log global consensus distance @ E28B20 ===
consensus_distance=0.031



=== Log clique consensus distance @ E28B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.104



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.4630 top1= 19.1406


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4139 top1= 39.2027


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4436 top1= 25.6410

Train epoch 29
[E29B0  |    416/60000 (  1%) ] Loss: 1.3389 top1= 47.4432

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



=== Log clique consensus distance @ E29B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.104


[E29B10 |   4576/60000 (  8%) ] Loss: 1.3807 top1= 45.4545

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



=== Log clique consensus distance @ E29B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.104


[E29B20 |   8736/60000 ( 15%) ] Loss: 1.3574 top1= 46.3068

=== Log global consensus distance @ E29B20 ===
consensus_distance=0.031



=== Log clique consensus distance @ E29B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.104



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.4804 top1= 19.1406


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4159 top1= 39.3630


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4446 top1= 25.9515

Train epoch 30
[E30B0  |    416/60000 (  1%) ] Loss: 1.3329 top1= 47.7273

=== Log global consensus distance @ E30B0 ===
consensus_distance=0.031



=== Log clique consensus distance @ E30B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.104


[E30B10 |   4576/60000 (  8%) ] Loss: 1.3754 top1= 45.7386

=== Log global consensus distance @ E30B10 ===
consensus_distance=0.031



=== Log clique consensus distance @ E30B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.105


[E30B20 |   8736/60000 ( 15%) ] Loss: 1.3518 top1= 46.8750

=== Log global consensus distance @ E30B20 ===
consensus_distance=0.031



=== Log clique consensus distance @ E30B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.104



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.4983 top1= 19.1607


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4166 top1= 39.6935


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4461 top1= 26.1118

Train epoch 31
[E31B0  |    416/60000 (  1%) ] Loss: 1.3266 top1= 48.0114

=== Log global consensus distance @ E31B0 ===
consensus_distance=0.031



=== Log clique consensus distance @ E31B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.105


[E31B10 |   4576/60000 (  8%) ] Loss: 1.3700 top1= 46.5909

=== Log global consensus distance @ E31B10 ===
consensus_distance=0.031



=== Log clique consensus distance @ E31B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.105


[E31B20 |   8736/60000 ( 15%) ] Loss: 1.3457 top1= 47.1591

=== Log global consensus distance @ E31B20 ===
consensus_distance=0.031



=== Log clique consensus distance @ E31B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.105



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.5168 top1= 19.1607


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4174 top1= 39.9740


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4480 top1= 26.3221

Train epoch 32
[E32B0  |    416/60000 (  1%) ] Loss: 1.3205 top1= 48.0114

=== Log global consensus distance @ E32B0 ===
consensus_distance=0.031



=== Log clique consensus distance @ E32B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.105


[E32B10 |   4576/60000 (  8%) ] Loss: 1.3650 top1= 46.5909

=== Log global consensus distance @ E32B10 ===
consensus_distance=0.031



=== Log clique consensus distance @ E32B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.106


[E32B20 |   8736/60000 ( 15%) ] Loss: 1.3405 top1= 47.4432

=== Log global consensus distance @ E32B20 ===
consensus_distance=0.031



=== Log clique consensus distance @ E32B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.105



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.5340 top1= 19.1707


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4191 top1= 40.1743


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4497 top1= 26.4022

Train epoch 33
[E33B0  |    416/60000 (  1%) ] Loss: 1.3152 top1= 48.2955

=== Log global consensus distance @ E33B0 ===
consensus_distance=0.031



=== Log clique consensus distance @ E33B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.106


[E33B10 |   4576/60000 (  8%) ] Loss: 1.3605 top1= 46.5909

=== Log global consensus distance @ E33B10 ===
consensus_distance=0.031



=== Log clique consensus distance @ E33B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.106


[E33B20 |   8736/60000 ( 15%) ] Loss: 1.3358 top1= 47.4432

=== Log global consensus distance @ E33B20 ===
consensus_distance=0.031



=== Log clique consensus distance @ E33B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.106



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.5503 top1= 19.1807


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4210 top1= 40.3546


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4518 top1= 26.5024

Train epoch 34
[E34B0  |    416/60000 (  1%) ] Loss: 1.3105 top1= 48.5795

=== Log global consensus distance @ E34B0 ===
consensus_distance=0.031



=== Log clique consensus distance @ E34B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.106


[E34B10 |   4576/60000 (  8%) ] Loss: 1.3563 top1= 46.8750

=== Log global consensus distance @ E34B10 ===
consensus_distance=0.032



=== Log clique consensus distance @ E34B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.107


[E34B20 |   8736/60000 ( 15%) ] Loss: 1.3314 top1= 47.4432

=== Log global consensus distance @ E34B20 ===
consensus_distance=0.031



=== Log clique consensus distance @ E34B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.106



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.5659 top1= 19.1807


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4228 top1= 40.6250


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4537 top1= 26.6326

Train epoch 35
[E35B0  |    416/60000 (  1%) ] Loss: 1.3058 top1= 48.5795

=== Log global consensus distance @ E35B0 ===
consensus_distance=0.032



=== Log clique consensus distance @ E35B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.107


[E35B10 |   4576/60000 (  8%) ] Loss: 1.3521 top1= 47.1591

=== Log global consensus distance @ E35B10 ===
consensus_distance=0.032



=== Log clique consensus distance @ E35B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.107


[E35B20 |   8736/60000 ( 15%) ] Loss: 1.3271 top1= 47.4432

=== Log global consensus distance @ E35B20 ===
consensus_distance=0.032



=== Log clique consensus distance @ E35B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.107



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.5812 top1= 19.2007


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4244 top1= 40.7853


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4558 top1= 26.7929

Train epoch 36
[E36B0  |    416/60000 (  1%) ] Loss: 1.3014 top1= 48.5795

=== Log global consensus distance @ E36B0 ===
consensus_distance=0.032



=== Log clique consensus distance @ E36B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.107


[E36B10 |   4576/60000 (  8%) ] Loss: 1.3481 top1= 47.1591

=== Log global consensus distance @ E36B10 ===
consensus_distance=0.032



=== Log clique consensus distance @ E36B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.107


[E36B20 |   8736/60000 ( 15%) ] Loss: 1.3227 top1= 47.7273

=== Log global consensus distance @ E36B20 ===
consensus_distance=0.032



=== Log clique consensus distance @ E36B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.107



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.5961 top1= 19.2007


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4252 top1= 41.0156


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4582 top1= 26.9231

Train epoch 37
[E37B0  |    416/60000 (  1%) ] Loss: 1.2967 top1= 48.8636

=== Log global consensus distance @ E37B0 ===
consensus_distance=0.032



=== Log clique consensus distance @ E37B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.107


[E37B10 |   4576/60000 (  8%) ] Loss: 1.3435 top1= 47.7273

=== Log global consensus distance @ E37B10 ===
consensus_distance=0.032



=== Log clique consensus distance @ E37B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.108


[E37B20 |   8736/60000 ( 15%) ] Loss: 1.3182 top1= 47.4432

=== Log global consensus distance @ E37B20 ===
consensus_distance=0.032



=== Log clique consensus distance @ E37B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.107



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.6109 top1= 19.2007


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4253 top1= 41.3061


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4606 top1= 26.9932

Train epoch 38
[E38B0  |    416/60000 (  1%) ] Loss: 1.2918 top1= 48.8636

=== Log global consensus distance @ E38B0 ===
consensus_distance=0.032



=== Log clique consensus distance @ E38B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.108


[E38B10 |   4576/60000 (  8%) ] Loss: 1.3389 top1= 47.7273

=== Log global consensus distance @ E38B10 ===
consensus_distance=0.032



=== Log clique consensus distance @ E38B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.108


[E38B20 |   8736/60000 ( 15%) ] Loss: 1.3139 top1= 47.4432

=== Log global consensus distance @ E38B20 ===
consensus_distance=0.032



=== Log clique consensus distance @ E38B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.108



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.6254 top1= 19.1907


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4250 top1= 41.5465


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4628 top1= 27.1234

Train epoch 39
[E39B0  |    416/60000 (  1%) ] Loss: 1.2866 top1= 48.8636

=== Log global consensus distance @ E39B0 ===
consensus_distance=0.032



=== Log clique consensus distance @ E39B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.108


[E39B10 |   4576/60000 (  8%) ] Loss: 1.3346 top1= 48.2955

=== Log global consensus distance @ E39B10 ===
consensus_distance=0.032



=== Log clique consensus distance @ E39B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.108


[E39B20 |   8736/60000 ( 15%) ] Loss: 1.3095 top1= 48.2955

=== Log global consensus distance @ E39B20 ===
consensus_distance=0.032



=== Log clique consensus distance @ E39B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.108



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.6396 top1= 19.2007


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4253 top1= 41.6967


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4652 top1= 27.1835

Train epoch 40
[E40B0  |    416/60000 (  1%) ] Loss: 1.2822 top1= 48.8636

=== Log global consensus distance @ E40B0 ===
consensus_distance=0.032



=== Log clique consensus distance @ E40B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.109


[E40B10 |   4576/60000 (  8%) ] Loss: 1.3308 top1= 48.5795

=== Log global consensus distance @ E40B10 ===
consensus_distance=0.032



=== Log clique consensus distance @ E40B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.109


[E40B20 |   8736/60000 ( 15%) ] Loss: 1.3055 top1= 48.2955

=== Log global consensus distance @ E40B20 ===
consensus_distance=0.032



=== Log clique consensus distance @ E40B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.109



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.6535 top1= 19.1907


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4261 top1= 41.8770


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4675 top1= 27.2436

