
=== 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)
=> Add worker ByzantineWorker(index=13)

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

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

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



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



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


[E 1B10 |   4928/60000 (  8%) ] Loss: 2.2809 top1= 14.7727

=== 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: 2.2902 top1= 11.9318

=== 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=2.2794 top1= 17.3478


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2775 top1= 17.8085


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2775 top1= 17.4880

Train epoch 2
[E 2B0  |    448/60000 (  1%) ] Loss: 2.2643 top1= 16.1932

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



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


[E 2B10 |   4928/60000 (  8%) ] Loss: 2.2744 top1= 20.4545

=== Log global consensus distance @ E2B10 ===
consensus_distance=0.024



=== Log clique consensus distance @ E2B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.001


[E 2B20 |   9408/60000 ( 16%) ] Loss: 2.2691 top1= 19.6023

=== Log global consensus distance @ E2B20 ===
consensus_distance=0.207



=== Log clique consensus distance @ E2B20 ===
clique1_consensus_distance=0.009
clique2_consensus_distance=0.009



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.4626 top1= 19.2909


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3064 top1= 23.6879


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3076 top1= 23.6378

Train epoch 3
[E 3B0  |    448/60000 (  1%) ] Loss: 2.4093 top1= 19.3182

=== Log global consensus distance @ E3B0 ===
consensus_distance=1.768



=== Log clique consensus distance @ E3B0 ===
clique1_consensus_distance=0.074
clique2_consensus_distance=0.074


[E 3B10 |   4928/60000 (  8%) ] Loss: 3.0795 top1= 19.3182

=== Log global consensus distance @ E3B10 ===
consensus_distance=14.942



=== Log clique consensus distance @ E3B10 ===
clique1_consensus_distance=0.580
clique2_consensus_distance=0.581


[E 3B20 |   9408/60000 ( 16%) ] Loss: 3.8703 top1= 25.5682

=== Log global consensus distance @ E3B20 ===
consensus_distance=56.512



=== Log clique consensus distance @ E3B20 ===
clique1_consensus_distance=0.592
clique2_consensus_distance=0.592



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.9562 top1= 24.2388


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0592 top1= 34.4050


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0614 top1= 34.6254

Train epoch 4
[E 4B0  |    448/60000 (  1%) ] Loss: 7.9513 top1= 17.6136

=== Log global consensus distance @ E4B0 ===
consensus_distance=125.219



=== Log clique consensus distance @ E4B0 ===
clique1_consensus_distance=0.592
clique2_consensus_distance=0.592


[E 4B10 |   4928/60000 (  8%) ] Loss: 10.2603 top1= 23.0114

=== Log global consensus distance @ E4B10 ===
consensus_distance=221.076



=== Log clique consensus distance @ E4B10 ===
clique1_consensus_distance=0.592
clique2_consensus_distance=0.593


[E 4B20 |   9408/60000 ( 16%) ] Loss: 7.8265 top1= 26.9886

=== Log global consensus distance @ E4B20 ===
consensus_distance=344.070



=== Log clique consensus distance @ E4B20 ===
clique1_consensus_distance=0.592
clique2_consensus_distance=0.594



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=9.1817 top1= 27.7444


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1598 top1= 37.2997


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1610 top1= 37.2897

Train epoch 5
[E 5B0  |    448/60000 (  1%) ] Loss: 16.8440 top1= 22.4432

=== Log global consensus distance @ E5B0 ===
consensus_distance=494.140



=== Log clique consensus distance @ E5B0 ===
clique1_consensus_distance=0.592
clique2_consensus_distance=0.595


[E 5B10 |   4928/60000 (  8%) ] Loss: 13.8387 top1= 26.4205

=== Log global consensus distance @ E5B10 ===
consensus_distance=671.379



=== Log clique consensus distance @ E5B10 ===
clique1_consensus_distance=0.592
clique2_consensus_distance=0.597


[E 5B20 |   9408/60000 ( 16%) ] Loss: 10.0921 top1= 29.2614

=== Log global consensus distance @ E5B20 ===
consensus_distance=875.816



=== Log clique consensus distance @ E5B20 ===
clique1_consensus_distance=0.592
clique2_consensus_distance=0.599



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=7.2723 top1= 40.2344


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4122 top1= 41.2159


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4707 top1= 40.0341

Train epoch 6
[E 6B0  |    448/60000 (  1%) ] Loss: 19.4162 top1= 22.4432

=== Log global consensus distance @ E6B0 ===
consensus_distance=1107.452



=== Log clique consensus distance @ E6B0 ===
clique1_consensus_distance=0.592
clique2_consensus_distance=0.601


[E 6B10 |   4928/60000 (  8%) ] Loss: 17.6471 top1= 27.8409

=== Log global consensus distance @ E6B10 ===
consensus_distance=1366.226



=== Log clique consensus distance @ E6B10 ===
clique1_consensus_distance=0.592
clique2_consensus_distance=0.604


[E 6B20 |   9408/60000 ( 16%) ] Loss: 10.4909 top1= 30.1136

=== Log global consensus distance @ E6B20 ===
consensus_distance=1652.210



=== Log clique consensus distance @ E6B20 ===
clique1_consensus_distance=0.592
clique2_consensus_distance=0.609



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=8.2133 top1= 39.3329


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5555 top1= 42.0172


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.5992 top1= 40.2644

Train epoch 7
[E 7B0  |    448/60000 (  1%) ] Loss: 19.6698 top1= 25.2841

=== Log global consensus distance @ E7B0 ===
consensus_distance=1965.332



=== Log clique consensus distance @ E7B0 ===
clique1_consensus_distance=0.592
clique2_consensus_distance=0.612


[E 7B10 |   4928/60000 (  8%) ] Loss: 14.4714 top1= 30.3977

=== Log global consensus distance @ E7B10 ===
consensus_distance=2305.637



=== Log clique consensus distance @ E7B10 ===
clique1_consensus_distance=0.592
clique2_consensus_distance=0.615


[E 7B20 |   9408/60000 ( 16%) ] Loss: 12.1510 top1= 29.2614

=== Log global consensus distance @ E7B20 ===
consensus_distance=2672.973



=== Log clique consensus distance @ E7B20 ===
clique1_consensus_distance=0.592
clique2_consensus_distance=0.619



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=8.3019 top1= 37.0693


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4304 top1= 40.8454


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3618 top1= 40.6050

Train epoch 8
[E 8B0  |    448/60000 (  1%) ] Loss: 24.7787 top1= 25.5682

=== Log global consensus distance @ E8B0 ===
consensus_distance=3067.551



=== Log clique consensus distance @ E8B0 ===
clique1_consensus_distance=0.592
clique2_consensus_distance=0.623


[E 8B10 |   4928/60000 (  8%) ] Loss: 40.6359 top1= 31.8182

=== Log global consensus distance @ E8B10 ===
consensus_distance=3489.143



=== Log clique consensus distance @ E8B10 ===
clique1_consensus_distance=0.592
clique2_consensus_distance=0.626


[E 8B20 |   9408/60000 ( 16%) ] Loss: 12.9027 top1= 28.6932

=== Log global consensus distance @ E8B20 ===
consensus_distance=3937.983



=== Log clique consensus distance @ E8B20 ===
clique1_consensus_distance=0.592
clique2_consensus_distance=0.629



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=9.3801 top1= 40.9255


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2506 top1= 40.7352


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2362 top1= 40.0741

Train epoch 9
[E 9B0  |    448/60000 (  1%) ] Loss: 35.6290 top1= 27.8409

=== Log global consensus distance @ E9B0 ===
consensus_distance=4413.671



=== Log clique consensus distance @ E9B0 ===
clique1_consensus_distance=0.592
clique2_consensus_distance=0.633


[E 9B10 |   4928/60000 (  8%) ] Loss: 27.9553 top1= 30.9659

=== Log global consensus distance @ E9B10 ===
consensus_distance=4916.854



=== Log clique consensus distance @ E9B10 ===
clique1_consensus_distance=0.592
clique2_consensus_distance=0.636


[E 9B20 |   9408/60000 ( 16%) ] Loss: 15.8779 top1= 30.1136

=== Log global consensus distance @ E9B20 ===
consensus_distance=5446.992



=== Log clique consensus distance @ E9B20 ===
clique1_consensus_distance=0.592
clique2_consensus_distance=0.639



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=12.6202 top1= 31.8109


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3481 top1= 38.6118


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4165 top1= 39.3830

Train epoch 10
[E10B0  |    448/60000 (  1%) ] Loss: 40.7101 top1= 23.5795

=== Log global consensus distance @ E10B0 ===
consensus_distance=6004.414



=== Log clique consensus distance @ E10B0 ===
clique1_consensus_distance=0.592
clique2_consensus_distance=0.642


[E10B10 |   4928/60000 (  8%) ] Loss: 32.7645 top1= 29.8295

=== Log global consensus distance @ E10B10 ===
consensus_distance=6589.014



=== Log clique consensus distance @ E10B10 ===
clique1_consensus_distance=0.592
clique2_consensus_distance=0.645


[E10B20 |   9408/60000 ( 16%) ] Loss: 18.8594 top1= 30.6818

=== Log global consensus distance @ E10B20 ===
consensus_distance=7200.717



=== Log clique consensus distance @ E10B20 ===
clique1_consensus_distance=0.592
clique2_consensus_distance=0.649



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=38.3251 top1= 18.6298


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5816 top1= 35.6070


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.7857 top1= 36.1178

Train epoch 11
[E11B0  |    448/60000 (  1%) ] Loss: 106.3257 top1= 23.5795

=== Log global consensus distance @ E11B0 ===
consensus_distance=7839.301



=== Log clique consensus distance @ E11B0 ===
clique1_consensus_distance=0.592
clique2_consensus_distance=0.653


[E11B10 |   4928/60000 (  8%) ] Loss: 39.8356 top1= 28.9773

=== Log global consensus distance @ E11B10 ===
consensus_distance=8503.056



=== Log clique consensus distance @ E11B10 ===
clique1_consensus_distance=0.592
clique2_consensus_distance=0.655


[E11B20 |   9408/60000 ( 16%) ] Loss: 27.9402 top1= 28.6932

=== Log global consensus distance @ E11B20 ===
consensus_distance=9196.036



=== Log clique consensus distance @ E11B20 ===
clique1_consensus_distance=0.592
clique2_consensus_distance=0.659



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=184.6309 top1= 11.7087


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.0791 top1= 26.9932


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.0764 top1= 21.9952

Train epoch 12
[E12B0  |    448/60000 (  1%) ] Loss: 289.4087 top1= 19.6023

=== Log global consensus distance @ E12B0 ===
consensus_distance=9914.617



=== Log clique consensus distance @ E12B0 ===
clique1_consensus_distance=0.592
clique2_consensus_distance=0.669


[E12B10 |   4928/60000 (  8%) ] Loss: 47.8325 top1= 28.4091

=== Log global consensus distance @ E12B10 ===
consensus_distance=10661.871



=== Log clique consensus distance @ E12B10 ===
clique1_consensus_distance=0.592
clique2_consensus_distance=0.669


[E12B20 |   9408/60000 ( 16%) ] Loss: 42.9299 top1= 24.1477

=== Log global consensus distance @ E12B20 ===
consensus_distance=11436.296



=== Log clique consensus distance @ E12B20 ===
clique1_consensus_distance=0.592
clique2_consensus_distance=0.673



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=23.6830 top1= 30.5288


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5922 top1= 35.5469


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.8817 top1= 35.5068

Train epoch 13
[E13B0  |    448/60000 (  1%) ] Loss: 62.2735 top1= 21.8750

=== Log global consensus distance @ E13B0 ===
consensus_distance=12237.841



=== Log clique consensus distance @ E13B0 ===
clique1_consensus_distance=0.592
clique2_consensus_distance=0.676


[E13B10 |   4928/60000 (  8%) ] Loss: 80.1672 top1= 18.4659

=== Log global consensus distance @ E13B10 ===
consensus_distance=13066.746



=== Log clique consensus distance @ E13B10 ===
clique1_consensus_distance=0.593
clique2_consensus_distance=0.899


[E13B20 |   9408/60000 ( 16%) ] Loss: 34.0158 top1= 24.1477

=== Log global consensus distance @ E13B20 ===
consensus_distance=13920.797



=== Log clique consensus distance @ E13B20 ===
clique1_consensus_distance=0.592
clique2_consensus_distance=0.804



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=69.1754 top1= 10.6571


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.8474 top1= 26.1418


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=68.5468 top1= 14.5333

Train epoch 14
[E14B0  |    448/60000 (  1%) ] Loss: 148.3705 top1= 17.6136

=== Log global consensus distance @ E14B0 ===
consensus_distance=14803.971



=== Log clique consensus distance @ E14B0 ===
clique1_consensus_distance=0.592
clique2_consensus_distance=0.955


[E14B10 |   4928/60000 (  8%) ] Loss: 135.0112 top1= 20.1705

=== Log global consensus distance @ E14B10 ===
consensus_distance=15714.104



=== Log clique consensus distance @ E14B10 ===
clique1_consensus_distance=0.592
clique2_consensus_distance=0.893


[E14B20 |   9408/60000 ( 16%) ] Loss: 35.6316 top1= 18.7500

=== Log global consensus distance @ E14B20 ===
consensus_distance=16651.338



=== Log clique consensus distance @ E14B20 ===
clique1_consensus_distance=0.592
clique2_consensus_distance=0.889



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=88.7910 top1=  9.9659


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.6652 top1= 23.0268


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=14.9262 top1= 12.8405

Train epoch 15
[E15B0  |    448/60000 (  1%) ] Loss: 112.2719 top1= 17.3295

=== Log global consensus distance @ E15B0 ===
consensus_distance=17615.680



=== Log clique consensus distance @ E15B0 ===
clique1_consensus_distance=0.592
clique2_consensus_distance=0.928


[E15B10 |   4928/60000 (  8%) ] Loss: 53.2377 top1= 22.4432

=== Log global consensus distance @ E15B10 ===
consensus_distance=18607.520



=== Log clique consensus distance @ E15B10 ===
clique1_consensus_distance=0.592
clique2_consensus_distance=1.046


[E15B20 |   9408/60000 ( 16%) ] Loss: 72.9508 top1= 18.1818

=== Log global consensus distance @ E15B20 ===
consensus_distance=19594.754



=== Log clique consensus distance @ E15B20 ===
clique1_consensus_distance=0.589
clique2_consensus_distance=1.022



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=91.3335 top1=  9.8357


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.8737 top1= 20.2224


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.8399 top1= 14.0325

Train epoch 16
[E16B0  |    448/60000 (  1%) ] Loss: 150.8194 top1= 13.9205

=== Log global consensus distance @ E16B0 ===
consensus_distance=20639.525



=== Log clique consensus distance @ E16B0 ===
clique1_consensus_distance=0.592
clique2_consensus_distance=1.023


[E16B10 |   4928/60000 (  8%) ] Loss: 64.8582 top1= 20.4545

=== Log global consensus distance @ E16B10 ===
consensus_distance=21711.770



=== Log clique consensus distance @ E16B10 ===
clique1_consensus_distance=0.592
clique2_consensus_distance=1.026


[E16B20 |   9408/60000 ( 16%) ] Loss: 46.1130 top1= 19.6023

=== Log global consensus distance @ E16B20 ===
consensus_distance=22811.092



=== Log clique consensus distance @ E16B20 ===
clique1_consensus_distance=0.592
clique2_consensus_distance=1.026



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=179.2216 top1= 11.2981


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1945.7706 top1=  8.8642


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=24.0480 top1= 13.6719

Train epoch 17
[E17B0  |    448/60000 (  1%) ] Loss: 1811.9386 top1= 13.3523

=== Log global consensus distance @ E17B0 ===
consensus_distance=23944.373



=== Log clique consensus distance @ E17B0 ===
clique1_consensus_distance=0.730
clique2_consensus_distance=21.342


[E17B10 |   4928/60000 (  8%) ] Loss: 85.7428 top1= 17.6136

=== Log global consensus distance @ E17B10 ===
consensus_distance=25109.172



=== Log clique consensus distance @ E17B10 ===
clique1_consensus_distance=0.592
clique2_consensus_distance=51.301


[E17B20 |   9408/60000 ( 16%) ] Loss: 52.1206 top1= 19.0341

=== Log global consensus distance @ E17B20 ===
consensus_distance=26290.049



=== Log clique consensus distance @ E17B20 ===
clique1_consensus_distance=0.592
clique2_consensus_distance=50.491



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=531.3136 top1=  6.0597


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.4696 top1= 16.7067


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.4879 top1= 20.6430

Train epoch 18
[E18B0  |    448/60000 (  1%) ] Loss: 276.0139 top1= 17.8977

=== Log global consensus distance @ E18B0 ===
consensus_distance=27496.816



=== Log clique consensus distance @ E18B0 ===
clique1_consensus_distance=0.592
clique2_consensus_distance=49.796


[E18B10 |   4928/60000 (  8%) ] Loss: 106.7031 top1= 17.0455

=== Log global consensus distance @ E18B10 ===
consensus_distance=28730.062



=== Log clique consensus distance @ E18B10 ===
clique1_consensus_distance=0.592
clique2_consensus_distance=49.132


[E18B20 |   9408/60000 ( 16%) ] Loss: 55.7891 top1= 17.6136

=== Log global consensus distance @ E18B20 ===
consensus_distance=29992.297



=== Log clique consensus distance @ E18B20 ===
clique1_consensus_distance=0.592
clique2_consensus_distance=48.463



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=36.1100 top1= 12.4599


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.3129 top1= 13.7019


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.2773 top1= 19.1306

Train epoch 19
[E19B0  |    448/60000 (  1%) ] Loss: 96.2596 top1= 18.1818

=== Log global consensus distance @ E19B0 ===
consensus_distance=31281.512



=== Log clique consensus distance @ E19B0 ===
clique1_consensus_distance=0.592
clique2_consensus_distance=47.820


[E19B10 |   4928/60000 (  8%) ] Loss: 90.7827 top1= 21.3068

=== Log global consensus distance @ E19B10 ===
consensus_distance=32598.285



=== Log clique consensus distance @ E19B10 ===
clique1_consensus_distance=0.592
clique2_consensus_distance=47.391


[E19B20 |   9408/60000 ( 16%) ] Loss: 72.7086 top1= 14.4886

=== Log global consensus distance @ E19B20 ===
consensus_distance=33942.723



=== Log clique consensus distance @ E19B20 ===
clique1_consensus_distance=0.592
clique2_consensus_distance=45.724



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=69.2610 top1= 20.9736


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.7955 top1= 15.0341


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.1046 top1= 19.4812

Train epoch 20
[E20B0  |    448/60000 (  1%) ] Loss: 122.6212 top1= 16.7614

=== Log global consensus distance @ E20B0 ===
consensus_distance=35313.414



=== Log clique consensus distance @ E20B0 ===
clique1_consensus_distance=0.592
clique2_consensus_distance=45.014


[E20B10 |   4928/60000 (  8%) ] Loss: 78.6301 top1= 16.4773

=== Log global consensus distance @ E20B10 ===
consensus_distance=36711.352



=== Log clique consensus distance @ E20B10 ===
clique1_consensus_distance=0.592
clique2_consensus_distance=44.496


[E20B20 |   9408/60000 ( 16%) ] Loss: 435.9571 top1= 13.9205

=== Log global consensus distance @ E20B20 ===
consensus_distance=38134.449



=== Log clique consensus distance @ E20B20 ===
clique1_consensus_distance=0.592
clique2_consensus_distance=44.029



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=50.4186 top1= 19.3009


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=17.8962 top1= 27.3738


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=104.7265 top1= 12.1595

Train epoch 21
[E21B0  |    448/60000 (  1%) ] Loss: 420.3004 top1= 14.2045

=== Log global consensus distance @ E21B0 ===
consensus_distance=39583.637



=== Log clique consensus distance @ E21B0 ===
clique1_consensus_distance=0.592
clique2_consensus_distance=43.760


[E21B10 |   4928/60000 (  8%) ] Loss: 131.6136 top1= 16.1932

=== Log global consensus distance @ E21B10 ===
consensus_distance=41068.492



=== Log clique consensus distance @ E21B10 ===
clique1_consensus_distance=0.592
clique2_consensus_distance=54.558


[E21B20 |   9408/60000 ( 16%) ] Loss: 83.7365 top1= 15.9091

=== Log global consensus distance @ E21B20 ===
consensus_distance=42575.094



=== Log clique consensus distance @ E21B20 ===
clique1_consensus_distance=0.592
clique2_consensus_distance=53.824



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=384.3484 top1= 10.0060


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=5.7687 top1= 11.0978


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.9426 top1= 19.1206

Train epoch 22
[E22B0  |    448/60000 (  1%) ] Loss: 719.7381 top1= 15.0568

=== Log global consensus distance @ E22B0 ===
consensus_distance=44107.645



=== Log clique consensus distance @ E22B0 ===
clique1_consensus_distance=0.592
clique2_consensus_distance=53.207


[E22B10 |   4928/60000 (  8%) ] Loss: 84.7833 top1= 16.1932

=== Log global consensus distance @ E22B10 ===
consensus_distance=45668.086



=== Log clique consensus distance @ E22B10 ===
clique1_consensus_distance=0.592
clique2_consensus_distance=52.621


[E22B20 |   9408/60000 ( 16%) ] Loss: 380.3207 top1= 15.0568

=== Log global consensus distance @ E22B20 ===
consensus_distance=46992.238



=== Log clique consensus distance @ E22B20 ===
clique1_consensus_distance=0.592
clique2_consensus_distance=52.076



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=128.6754 top1= 21.0437


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=5.4377 top1= 10.5669


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=7.1985 top1=  9.5753

Train epoch 23
[E23B0  |    448/60000 (  1%) ] Loss: 203.0981 top1= 16.7614

=== Log global consensus distance @ E23B0 ===
consensus_distance=48601.461



=== Log clique consensus distance @ E23B0 ===
clique1_consensus_distance=0.592
clique2_consensus_distance=51.551


[E23B10 |   4928/60000 (  8%) ] Loss: 116.8123 top1= 16.7614

=== Log global consensus distance @ E23B10 ===
consensus_distance=50239.230



=== Log clique consensus distance @ E23B10 ===
clique1_consensus_distance=0.592
clique2_consensus_distance=51.052


[E23B20 |   9408/60000 ( 16%) ] Loss: 105.6441 top1= 15.9091

=== Log global consensus distance @ E23B20 ===
consensus_distance=51904.148



=== Log clique consensus distance @ E23B20 ===
clique1_consensus_distance=0.592
clique2_consensus_distance=50.570



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=44.6808 top1= 14.7336


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.9720 top1= 10.0260


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.8992 top1= 11.6787

Train epoch 24
[E24B0  |    448/60000 (  1%) ] Loss: 151.3141 top1= 13.3523

=== Log global consensus distance @ E24B0 ===
consensus_distance=53595.957



=== Log clique consensus distance @ E24B0 ===
clique1_consensus_distance=0.592
clique2_consensus_distance=50.098


[E24B10 |   4928/60000 (  8%) ] Loss: 88.1078 top1= 17.8977

=== Log global consensus distance @ E24B10 ===
consensus_distance=55315.086



=== Log clique consensus distance @ E24B10 ===
clique1_consensus_distance=0.592
clique2_consensus_distance=49.651


[E24B20 |   9408/60000 ( 16%) ] Loss: 130.4685 top1= 13.3523

=== Log global consensus distance @ E24B20 ===
consensus_distance=57061.492



=== Log clique consensus distance @ E24B20 ===
clique1_consensus_distance=0.592
clique2_consensus_distance=49.238



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=595.5537 top1= 10.0962


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=926.7404 top1= 10.3065


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.9792 top1=  9.5853

Train epoch 25
[E25B0  |    448/60000 (  1%) ] Loss: 1456.6853 top1= 11.6477

=== Log global consensus distance @ E25B0 ===
consensus_distance=58856.281



=== Log clique consensus distance @ E25B0 ===
clique1_consensus_distance=0.614
clique2_consensus_distance=95.000


[E25B10 |   4928/60000 (  8%) ] Loss: 108.7831 top1= 17.0455

=== Log global consensus distance @ E25B10 ===
consensus_distance=60657.711



=== Log clique consensus distance @ E25B10 ===
clique1_consensus_distance=0.592
clique2_consensus_distance=93.344


[E25B20 |   9408/60000 ( 16%) ] Loss: 66.6095 top1= 15.3409

=== Log global consensus distance @ E25B20 ===
consensus_distance=62485.750



=== Log clique consensus distance @ E25B20 ===
clique1_consensus_distance=0.592
clique2_consensus_distance=92.317



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=461.7384 top1= 10.0361


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.6135 top1= 12.8405


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=296.0908 top1= 11.3482

Train epoch 26
[E26B0  |    448/60000 (  1%) ] Loss: 983.2279 top1= 16.4773

=== Log global consensus distance @ E26B0 ===
consensus_distance=64340.375



=== Log clique consensus distance @ E26B0 ===
clique1_consensus_distance=0.592
clique2_consensus_distance=88.606


[E26B10 |   4928/60000 (  8%) ] Loss: 94.3100 top1= 18.1818

=== Log global consensus distance @ E26B10 ===
consensus_distance=66223.797



=== Log clique consensus distance @ E26B10 ===
clique1_consensus_distance=0.592
clique2_consensus_distance=86.171


[E26B20 |   9408/60000 ( 16%) ] Loss: 197.6083 top1= 15.0568

=== Log global consensus distance @ E26B20 ===
consensus_distance=68132.578



=== Log clique consensus distance @ E26B20 ===
clique1_consensus_distance=0.592
clique2_consensus_distance=85.346



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=206.9080 top1= 19.7115


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.9538 top1= 21.1438


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=6.8117 top1= 11.3381

Train epoch 27
[E27B0  |    448/60000 (  1%) ] Loss: 616.9014 top1= 13.9205

=== Log global consensus distance @ E27B0 ===
consensus_distance=70068.477



=== Log clique consensus distance @ E27B0 ===
clique1_consensus_distance=0.592
clique2_consensus_distance=84.612


[E27B10 |   4928/60000 (  8%) ] Loss: 104.5197 top1= 16.1932

=== Log global consensus distance @ E27B10 ===
consensus_distance=72032.047



=== Log clique consensus distance @ E27B10 ===
clique1_consensus_distance=0.592
clique2_consensus_distance=83.936


[E27B20 |   9408/60000 ( 16%) ] Loss: 111.5556 top1= 14.4886

=== Log global consensus distance @ E27B20 ===
consensus_distance=74022.977



=== Log clique consensus distance @ E27B20 ===
clique1_consensus_distance=0.592
clique2_consensus_distance=83.263



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=40.2866 top1= 19.8618


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.0581 top1= 10.9675


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.7780 top1= 14.6635

Train epoch 28
[E28B0  |    448/60000 (  1%) ] Loss: 237.3321 top1= 14.4886

=== Log global consensus distance @ E28B0 ===
consensus_distance=76040.820



=== Log clique consensus distance @ E28B0 ===
clique1_consensus_distance=0.592
clique2_consensus_distance=82.617


[E28B10 |   4928/60000 (  8%) ] Loss: 110.1815 top1= 16.1932

=== Log global consensus distance @ E28B10 ===
consensus_distance=78084.656



=== Log clique consensus distance @ E28B10 ===
clique1_consensus_distance=0.592
clique2_consensus_distance=81.973


[E28B20 |   9408/60000 ( 16%) ] Loss: 77.2513 top1= 14.4886

=== Log global consensus distance @ E28B20 ===
consensus_distance=80157.000



=== Log clique consensus distance @ E28B20 ===
clique1_consensus_distance=0.592
clique2_consensus_distance=81.346



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=98.7811 top1= 12.9908


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.0257 top1=  9.0645


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.8185 top1= 11.1779

Train epoch 29
[E29B0  |    448/60000 (  1%) ] Loss: 203.7366 top1= 13.0682

=== Log global consensus distance @ E29B0 ===
consensus_distance=82256.227



=== Log clique consensus distance @ E29B0 ===
clique1_consensus_distance=0.592
clique2_consensus_distance=80.750


[E29B10 |   4928/60000 (  8%) ] Loss: 270.6249 top1= 15.3409

=== Log global consensus distance @ E29B10 ===
consensus_distance=84382.586



=== Log clique consensus distance @ E29B10 ===
clique1_consensus_distance=0.592
clique2_consensus_distance=80.137


[E29B20 |   9408/60000 ( 16%) ] Loss: 170.9725 top1= 15.3409

=== Log global consensus distance @ E29B20 ===
consensus_distance=86533.602



=== Log clique consensus distance @ E29B20 ===
clique1_consensus_distance=0.592
clique2_consensus_distance=79.533



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=66.6856 top1= 12.8105


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.2373 top1= 10.0861


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.9194 top1= 15.9555

Train epoch 30
[E30B0  |    448/60000 (  1%) ] Loss: 218.2560 top1= 13.6364

=== Log global consensus distance @ E30B0 ===
consensus_distance=88714.344



=== Log clique consensus distance @ E30B0 ===
clique1_consensus_distance=0.592
clique2_consensus_distance=78.966


[E30B10 |   4928/60000 (  8%) ] Loss: 114.8226 top1= 15.9091

=== Log global consensus distance @ E30B10 ===
consensus_distance=90922.438



=== Log clique consensus distance @ E30B10 ===
clique1_consensus_distance=0.592
clique2_consensus_distance=78.404


[E30B20 |   9408/60000 ( 16%) ] Loss: 214.8388 top1= 13.3523

=== Log global consensus distance @ E30B20 ===
consensus_distance=93162.625



=== Log clique consensus distance @ E30B20 ===
clique1_consensus_distance=0.595
clique2_consensus_distance=78.948



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=92.1437 top1= 11.8289


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=332.1340 top1= 14.8738


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.3582 top1= 16.6567

Train epoch 31
[E31B0  |    448/60000 (  1%) ] Loss: 741.9947 top1= 12.5000

=== Log global consensus distance @ E31B0 ===
consensus_distance=95428.797



=== Log clique consensus distance @ E31B0 ===
clique1_consensus_distance=0.604
clique2_consensus_distance=77.530


[E31B10 |   4928/60000 (  8%) ] Loss: 347.6633 top1= 13.9205

=== Log global consensus distance @ E31B10 ===
consensus_distance=97718.688



=== Log clique consensus distance @ E31B10 ===
clique1_consensus_distance=0.592
clique2_consensus_distance=76.723


[E31B20 |   9408/60000 ( 16%) ] Loss: 114.4868 top1= 14.2045

=== Log global consensus distance @ E31B20 ===
consensus_distance=100033.977



=== Log clique consensus distance @ E31B20 ===
clique1_consensus_distance=0.592
clique2_consensus_distance=76.219



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=61.8721 top1= 17.6382


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.3940 top1=  7.6723


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.9744 top1=  9.3049

Train epoch 32
[E32B0  |    448/60000 (  1%) ] Loss: 185.4608 top1= 12.2159

=== Log global consensus distance @ E32B0 ===
consensus_distance=102376.969



=== Log clique consensus distance @ E32B0 ===
clique1_consensus_distance=0.592
clique2_consensus_distance=75.724


[E32B10 |   4928/60000 (  8%) ] Loss: 239.7062 top1= 11.6477

=== Log global consensus distance @ E32B10 ===
consensus_distance=104748.086



=== Log clique consensus distance @ E32B10 ===
clique1_consensus_distance=0.592
clique2_consensus_distance=75.221


[E32B20 |   9408/60000 ( 16%) ] Loss: 87.0864 top1= 13.3523

=== Log global consensus distance @ E32B20 ===
consensus_distance=107145.297



=== Log clique consensus distance @ E32B20 ===
clique1_consensus_distance=0.592
clique2_consensus_distance=74.718



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=41.4976 top1= 14.2228


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.5870 top1= 12.5300


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.9285 top1=  9.3249

Train epoch 33
[E33B0  |    448/60000 (  1%) ] Loss: 172.4510 top1= 12.5000

=== Log global consensus distance @ E33B0 ===
consensus_distance=109570.711



=== Log clique consensus distance @ E33B0 ===
clique1_consensus_distance=0.592
clique2_consensus_distance=74.244


[E33B10 |   4928/60000 (  8%) ] Loss: 105.0813 top1= 12.5000

=== Log global consensus distance @ E33B10 ===
consensus_distance=112023.375



=== Log clique consensus distance @ E33B10 ===
clique1_consensus_distance=0.592
clique2_consensus_distance=73.771


[E33B20 |   9408/60000 ( 16%) ] Loss: 114.9111 top1= 14.7727

=== Log global consensus distance @ E33B20 ===
consensus_distance=114503.117



=== Log clique consensus distance @ E33B20 ===
clique1_consensus_distance=0.592
clique2_consensus_distance=73.264



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=22.6166 top1= 13.3914


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.8307 top1= 14.8438


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.3595 top1=  9.7256

Train epoch 34
[E34B0  |    448/60000 (  1%) ] Loss: 116.5711 top1= 12.7841

=== Log global consensus distance @ E34B0 ===
consensus_distance=117009.898



=== Log clique consensus distance @ E34B0 ===
clique1_consensus_distance=0.592
clique2_consensus_distance=72.785


[E34B10 |   4928/60000 (  8%) ] Loss: 75.4287 top1= 12.5000

=== Log global consensus distance @ E34B10 ===
consensus_distance=119542.922



=== Log clique consensus distance @ E34B10 ===
clique1_consensus_distance=0.592
clique2_consensus_distance=72.325


[E34B20 |   9408/60000 ( 16%) ] Loss: 83.9160 top1= 14.4886

=== Log global consensus distance @ E34B20 ===
consensus_distance=122098.734



=== Log clique consensus distance @ E34B20 ===
clique1_consensus_distance=0.592
clique2_consensus_distance=71.893



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=34.6215 top1= 18.9904


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.9775 top1=  8.4135


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.6773 top1=  9.7456

Train epoch 35
[E35B0  |    448/60000 (  1%) ] Loss: 127.6601 top1= 11.6477

=== Log global consensus distance @ E35B0 ===
consensus_distance=124687.141



=== Log clique consensus distance @ E35B0 ===
clique1_consensus_distance=0.592
clique2_consensus_distance=71.409


[E35B10 |   4928/60000 (  8%) ] Loss: 103.3085 top1= 10.7955

=== Log global consensus distance @ E35B10 ===
consensus_distance=127302.773



=== Log clique consensus distance @ E35B10 ===
clique1_consensus_distance=0.592
clique2_consensus_distance=70.977


[E35B20 |   9408/60000 ( 16%) ] Loss: 341.0214 top1= 13.9205

=== Log global consensus distance @ E35B20 ===
consensus_distance=129942.594



=== Log clique consensus distance @ E35B20 ===
clique1_consensus_distance=0.592
clique2_consensus_distance=70.522



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=22.0431 top1= 17.1575


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.1926 top1=  9.2849


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.9844 top1=  9.7356

Train epoch 36
[E36B0  |    448/60000 (  1%) ] Loss: 118.1814 top1= 12.5000

=== Log global consensus distance @ E36B0 ===
consensus_distance=132612.328



=== Log clique consensus distance @ E36B0 ===
clique1_consensus_distance=0.592
clique2_consensus_distance=70.103


[E36B10 |   4928/60000 (  8%) ] Loss: 146.4372 top1= 11.6477

=== Log global consensus distance @ E36B10 ===
consensus_distance=134535.188



=== Log clique consensus distance @ E36B10 ===
clique1_consensus_distance=0.592
clique2_consensus_distance=69.711


[E36B20 |   9408/60000 ( 16%) ] Loss: 86.0204 top1= 14.4886

=== Log global consensus distance @ E36B20 ===
consensus_distance=137251.656



=== Log clique consensus distance @ E36B20 ===
clique1_consensus_distance=0.592
clique2_consensus_distance=69.285



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=20.6846 top1= 10.1362


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.3043 top1=  9.5853


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.4332 top1=  9.7155

Train epoch 37
[E37B0  |    448/60000 (  1%) ] Loss: 662.4682 top1= 12.5000

=== Log global consensus distance @ E37B0 ===
consensus_distance=139994.156



=== Log clique consensus distance @ E37B0 ===
clique1_consensus_distance=0.592
clique2_consensus_distance=68.877


[E37B10 |   4928/60000 (  8%) ] Loss: 123.4571 top1= 11.9318

=== Log global consensus distance @ E37B10 ===
consensus_distance=142764.734



=== Log clique consensus distance @ E37B10 ===
clique1_consensus_distance=0.592
clique2_consensus_distance=68.473


[E37B20 |   9408/60000 ( 16%) ] Loss: 109.5362 top1= 14.4886

=== Log global consensus distance @ E37B20 ===
consensus_distance=145562.578



=== Log clique consensus distance @ E37B20 ===
clique1_consensus_distance=0.592
clique2_consensus_distance=68.089



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=21.0255 top1=  8.9143


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.3797 top1=  9.8157


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.7205 top1=  9.7356

Train epoch 38
[E38B0  |    448/60000 (  1%) ] Loss: 106.9927 top1= 10.7955

=== Log global consensus distance @ E38B0 ===
consensus_distance=148387.656



=== Log clique consensus distance @ E38B0 ===
clique1_consensus_distance=0.592
clique2_consensus_distance=67.715


[E38B10 |   4928/60000 (  8%) ] Loss: 92.6211 top1= 11.3636

=== Log global consensus distance @ E38B10 ===
consensus_distance=151240.000



=== Log clique consensus distance @ E38B10 ===
clique1_consensus_distance=0.592
clique2_consensus_distance=67.339


[E38B20 |   9408/60000 ( 16%) ] Loss: 68.2052 top1= 10.7955

=== Log global consensus distance @ E38B20 ===
consensus_distance=154119.578



=== Log clique consensus distance @ E38B20 ===
clique1_consensus_distance=0.592
clique2_consensus_distance=66.987



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=14.4322 top1=  8.9143


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.5060 top1=  9.4151


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.9170 top1=  9.7456

Train epoch 39
[E39B0  |    448/60000 (  1%) ] Loss: 93.0995 top1= 13.3523

=== Log global consensus distance @ E39B0 ===
consensus_distance=157026.422



=== Log clique consensus distance @ E39B0 ===
clique1_consensus_distance=0.592
clique2_consensus_distance=66.608


[E39B10 |   4928/60000 (  8%) ] Loss: 117.8978 top1=  9.9432

=== Log global consensus distance @ E39B10 ===
consensus_distance=159960.297



=== Log clique consensus distance @ E39B10 ===
clique1_consensus_distance=0.592
clique2_consensus_distance=66.239


[E39B20 |   9408/60000 ( 16%) ] Loss: 72.1679 top1= 11.9318

=== Log global consensus distance @ E39B20 ===
consensus_distance=162921.469



=== Log clique consensus distance @ E39B20 ===
clique1_consensus_distance=0.592
clique2_consensus_distance=65.887



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=13.3159 top1= 16.1759


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.6440 top1=  9.0044


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.1600 top1=  9.7456

Train epoch 40
[E40B0  |    448/60000 (  1%) ] Loss: 686.7894 top1= 12.2159

=== Log global consensus distance @ E40B0 ===
consensus_distance=165909.078



=== Log clique consensus distance @ E40B0 ===
clique1_consensus_distance=0.592
clique2_consensus_distance=65.557


[E40B10 |   4928/60000 (  8%) ] Loss: 72.7993 top1= 10.2273

=== Log global consensus distance @ E40B10 ===
consensus_distance=168924.281



=== Log clique consensus distance @ E40B10 ===
clique1_consensus_distance=0.592
clique2_consensus_distance=65.207


[E40B20 |   9408/60000 ( 16%) ] Loss: 75.4563 top1= 11.0795

=== Log global consensus distance @ E40B20 ===
consensus_distance=171967.000



=== Log clique consensus distance @ E40B20 ===
clique1_consensus_distance=0.592
clique2_consensus_distance=64.869



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=11.6866 top1=  8.9443


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.5969 top1=  9.2548


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.2340 top1=  9.7456

