
=== Start adding workers ===
=> Add worker SGDMWorker(index=0, momentum=0.95)
=> Add worker SGDMWorker(index=1, momentum=0.95)
=> Add worker SGDMWorker(index=2, momentum=0.95)
=> Add worker SGDMWorker(index=3, momentum=0.95)
=> Add worker SGDMWorker(index=4, momentum=0.95)
=> Add worker SGDMWorker(index=5, momentum=0.95)
=> Add worker SGDMWorker(index=6, momentum=0.95)
=> Add worker SGDMWorker(index=7, momentum=0.95)
=> Add worker SGDMWorker(index=8, momentum=0.95)
=> Add worker SGDMWorker(index=9, momentum=0.95)
=> Add worker SGDMWorker(index=10, momentum=0.95)
=> 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: 2.3094 top1=  7.9545

=== Peeking data label distribution E1B0 ===
Worker 0 has targets: tensor([0, 0, 0, 0, 0], device='cuda:0')
Worker 1 has targets: tensor([1, 1, 0, 1, 1], device='cuda:0')
Worker 2 has targets: tensor([1, 1, 1, 1, 1], device='cuda:0')
Worker 3 has targets: tensor([2, 2, 2, 2, 2], device='cuda:0')
Worker 4 has targets: tensor([3, 3, 2, 3, 3], device='cuda:0')
Worker 5 has targets: tensor([3, 3, 3, 3, 3], device='cuda:0')
Worker 6 has targets: tensor([4, 4, 4, 4, 4], device='cuda:0')
Worker 7 has targets: tensor([5, 5, 5, 5, 5], device='cuda:0')
Worker 8 has targets: tensor([6, 6, 5, 6, 6], device='cuda:0')
Worker 9 has targets: tensor([6, 6, 6, 6, 6], device='cuda:0')
Worker 10 has targets: tensor([7, 7, 7, 7, 7], device='cuda:0')
Worker 11 has targets: tensor([8, 8, 8, 8, 8], device='cuda:0')
Worker 12 has targets: tensor([9, 9, 8, 9, 9], device='cuda:0')
Worker 13 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 |   4928/60000 (  8%) ] Loss: 1.9374 top1= 54.8295

=== Log global consensus distance @ E1B10 ===
consensus_distance=0.013



=== Log clique consensus distance @ E1B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.043


[E 1B20 |   9408/60000 ( 16%) ] Loss: 1.2503 top1= 63.6364

=== Log global consensus distance @ E1B20 ===
consensus_distance=0.068



=== Log clique consensus distance @ E1B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.260



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.5016 top1= 17.9587


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.5246 top1= 30.3686


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.2803 top1= 25.6611

Train epoch 2
[E 2B0  |    448/60000 (  1%) ] Loss: 0.7455 top1= 76.4205

=== Log global consensus distance @ E2B0 ===
consensus_distance=0.132



=== Log clique consensus distance @ E2B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.544


[E 2B10 |   4928/60000 (  8%) ] Loss: 0.4526 top1= 87.5000

=== Log global consensus distance @ E2B10 ===
consensus_distance=0.166



=== Log clique consensus distance @ E2B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.700


[E 2B20 |   9408/60000 ( 16%) ] Loss: 0.2745 top1= 92.6136

=== Log global consensus distance @ E2B20 ===
consensus_distance=0.179



=== Log clique consensus distance @ E2B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.764



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.0136 top1= 36.8389


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.9962 top1= 39.4030


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.2731 top1= 41.2460

Train epoch 3
[E 3B0  |    448/60000 (  1%) ] Loss: 0.1959 top1= 95.1705

=== Log global consensus distance @ E3B0 ===
consensus_distance=0.172



=== Log clique consensus distance @ E3B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.740


[E 3B10 |   4928/60000 (  8%) ] Loss: 0.1661 top1= 95.1705

=== Log global consensus distance @ E3B10 ===
consensus_distance=0.150



=== Log clique consensus distance @ E3B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.648


[E 3B20 |   9408/60000 ( 16%) ] Loss: 0.1419 top1= 96.8750

=== Log global consensus distance @ E3B20 ===
consensus_distance=0.123



=== Log clique consensus distance @ E3B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.532



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.8548 top1= 51.7228


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.3478 top1= 44.4010


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.1677 top1= 43.8001

Train epoch 4
[E 4B0  |    448/60000 (  1%) ] Loss: 0.1359 top1= 96.3068

=== Log global consensus distance @ E4B0 ===
consensus_distance=0.101



=== Log clique consensus distance @ E4B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.439


[E 4B10 |   4928/60000 (  8%) ] Loss: 0.1257 top1= 96.8750

=== Log global consensus distance @ E4B10 ===
consensus_distance=0.081



=== Log clique consensus distance @ E4B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.349


[E 4B20 |   9408/60000 ( 16%) ] Loss: 0.1187 top1= 97.1591

=== Log global consensus distance @ E4B20 ===
consensus_distance=0.066



=== Log clique consensus distance @ E4B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.283



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.7125 top1= 58.6038


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.8481 top1= 45.5729


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.7966 top1= 47.1354

Train epoch 5
[E 5B0  |    448/60000 (  1%) ] Loss: 0.1120 top1= 97.1591

=== Log global consensus distance @ E5B0 ===
consensus_distance=0.055



=== Log clique consensus distance @ E5B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.238


[E 5B10 |   4928/60000 (  8%) ] Loss: 0.1077 top1= 97.1591

=== Log global consensus distance @ E5B10 ===
consensus_distance=0.047



=== Log clique consensus distance @ E5B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.201


[E 5B20 |   9408/60000 ( 16%) ] Loss: 0.1056 top1= 97.4432

=== Log global consensus distance @ E5B20 ===
consensus_distance=0.041



=== Log clique consensus distance @ E5B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.175



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.6690 top1= 63.5617


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.6810 top1= 46.4343


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.6282 top1= 51.5625

Train epoch 6
[E 6B0  |    448/60000 (  1%) ] Loss: 0.0954 top1= 97.1591

=== Log global consensus distance @ E6B0 ===
consensus_distance=0.037



=== Log clique consensus distance @ E6B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.158


[E 6B10 |   4928/60000 (  8%) ] Loss: 0.0935 top1= 97.7273

=== Log global consensus distance @ E6B10 ===
consensus_distance=0.033



=== Log clique consensus distance @ E6B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.142


[E 6B20 |   9408/60000 ( 16%) ] Loss: 0.0936 top1= 97.4432

=== Log global consensus distance @ E6B20 ===
consensus_distance=0.031



=== Log clique consensus distance @ E6B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.131



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.6875 top1= 66.6567


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.6283 top1= 47.2857


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.6199 top1= 53.3454

Train epoch 7
[E 7B0  |    448/60000 (  1%) ] Loss: 0.0814 top1= 97.4432

=== Log global consensus distance @ E7B0 ===
consensus_distance=0.029



=== Log clique consensus distance @ E7B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.123


[E 7B10 |   4928/60000 (  8%) ] Loss: 0.0819 top1= 97.7273

=== Log global consensus distance @ E7B10 ===
consensus_distance=0.027



=== Log clique consensus distance @ E7B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.113


[E 7B20 |   9408/60000 ( 16%) ] Loss: 0.0829 top1= 97.7273

=== Log global consensus distance @ E7B20 ===
consensus_distance=0.025



=== Log clique consensus distance @ E7B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.107



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.7349 top1= 68.4796


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.6299 top1= 48.5377


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.6613 top1= 54.3470

Train epoch 8
[E 8B0  |    448/60000 (  1%) ] Loss: 0.0707 top1= 98.0114

=== Log global consensus distance @ E8B0 ===
consensus_distance=0.024



=== Log clique consensus distance @ E8B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.102


[E 8B10 |   4928/60000 (  8%) ] Loss: 0.0739 top1= 98.0114

=== Log global consensus distance @ E8B10 ===
consensus_distance=0.022



=== Log clique consensus distance @ E8B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.095


[E 8B20 |   9408/60000 ( 16%) ] Loss: 0.0741 top1= 97.7273

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



=== Log clique consensus distance @ E8B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.092



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.8003 top1= 69.7416


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.6611 top1= 49.5994


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.7214 top1= 55.3085

Train epoch 9
[E 9B0  |    448/60000 (  1%) ] Loss: 0.0616 top1= 98.0114

=== Log global consensus distance @ E9B0 ===
consensus_distance=0.021



=== Log clique consensus distance @ E9B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.089


[E 9B10 |   4928/60000 (  8%) ] Loss: 0.0664 top1= 98.2955

=== Log global consensus distance @ E9B10 ===
consensus_distance=0.020



=== Log clique consensus distance @ E9B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.083


[E 9B20 |   9408/60000 ( 16%) ] Loss: 0.0657 top1= 97.7273

=== Log global consensus distance @ E9B20 ===
consensus_distance=0.019



=== Log clique consensus distance @ E9B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.081



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.8765 top1= 70.3926


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.7142 top1= 50.6510


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.8009 top1= 56.1398

Train epoch 10
[E10B0  |    448/60000 (  1%) ] Loss: 0.0540 top1= 98.0114

=== Log global consensus distance @ E10B0 ===
consensus_distance=0.019



=== Log clique consensus distance @ E10B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.080


[E10B10 |   4928/60000 (  8%) ] Loss: 0.0599 top1= 98.5795

=== Log global consensus distance @ E10B10 ===
consensus_distance=0.018



=== Log clique consensus distance @ E10B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.074


[E10B20 |   9408/60000 ( 16%) ] Loss: 0.0591 top1= 98.0114

=== Log global consensus distance @ E10B20 ===
consensus_distance=0.017



=== Log clique consensus distance @ E10B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.073



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.9565 top1= 70.8934


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.7683 top1= 51.6526


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.8886 top1= 56.9912

Train epoch 11
[E11B0  |    448/60000 (  1%) ] Loss: 0.0477 top1= 98.8636

=== Log global consensus distance @ E11B0 ===
consensus_distance=0.017



=== Log clique consensus distance @ E11B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.072


[E11B10 |   4928/60000 (  8%) ] Loss: 0.0543 top1= 99.4318

=== Log global consensus distance @ E11B10 ===
consensus_distance=0.016



=== Log clique consensus distance @ E11B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.068


[E11B20 |   9408/60000 ( 16%) ] Loss: 0.0527 top1= 98.2955

=== Log global consensus distance @ E11B20 ===
consensus_distance=0.016



=== Log clique consensus distance @ E11B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.067



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.0415 top1= 71.2440


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.8430 top1= 52.5040


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.9812 top1= 57.6222

Train epoch 12
[E12B0  |    448/60000 (  1%) ] Loss: 0.0427 top1= 99.1477

=== Log global consensus distance @ E12B0 ===
consensus_distance=0.016



=== Log clique consensus distance @ E12B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.066


[E12B10 |   4928/60000 (  8%) ] Loss: 0.0488 top1= 99.4318

=== Log global consensus distance @ E12B10 ===
consensus_distance=0.015



=== Log clique consensus distance @ E12B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.062


[E12B20 |   9408/60000 ( 16%) ] Loss: 0.0467 top1= 98.8636

=== Log global consensus distance @ E12B20 ===
consensus_distance=0.015



=== Log clique consensus distance @ E12B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.061



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.1274 top1= 71.5545


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.9132 top1= 53.4956


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.0684 top1= 58.3233

Train epoch 13
[E13B0  |    448/60000 (  1%) ] Loss: 0.0377 top1= 99.1477

=== Log global consensus distance @ E13B0 ===
consensus_distance=0.014



=== Log clique consensus distance @ E13B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.061


[E13B10 |   4928/60000 (  8%) ] Loss: 0.0445 top1= 99.4318

=== Log global consensus distance @ E13B10 ===
consensus_distance=0.014



=== Log clique consensus distance @ E13B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.057


[E13B20 |   9408/60000 ( 16%) ] Loss: 0.0423 top1= 99.1477

=== Log global consensus distance @ E13B20 ===
consensus_distance=0.013



=== Log clique consensus distance @ E13B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.057



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.2134 top1= 71.7348


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.9779 top1= 54.3169


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.1666 top1= 58.8341

Train epoch 14
[E14B0  |    448/60000 (  1%) ] Loss: 0.0338 top1= 99.4318

=== Log global consensus distance @ E14B0 ===
consensus_distance=0.013



=== Log clique consensus distance @ E14B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.057


[E14B10 |   4928/60000 (  8%) ] Loss: 0.0405 top1= 99.4318

=== Log global consensus distance @ E14B10 ===
consensus_distance=0.013



=== Log clique consensus distance @ E14B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.053


[E14B20 |   9408/60000 ( 16%) ] Loss: 0.0377 top1= 99.4318

=== Log global consensus distance @ E14B20 ===
consensus_distance=0.012



=== Log clique consensus distance @ E14B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.053



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.3001 top1= 72.0553


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.0570 top1= 54.9579


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.2520 top1= 59.5152

Train epoch 15
[E15B0  |    448/60000 (  1%) ] Loss: 0.0304 top1= 99.4318

=== Log global consensus distance @ E15B0 ===
consensus_distance=0.013



=== Log clique consensus distance @ E15B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.053


[E15B10 |   4928/60000 (  8%) ] Loss: 0.0373 top1= 99.4318

=== Log global consensus distance @ E15B10 ===
consensus_distance=0.012



=== Log clique consensus distance @ E15B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.049


[E15B20 |   9408/60000 ( 16%) ] Loss: 0.0343 top1= 99.7159

=== Log global consensus distance @ E15B20 ===
consensus_distance=0.012



=== Log clique consensus distance @ E15B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.049



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.3837 top1= 72.1354


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.1242 top1= 55.6490


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.3401 top1= 59.8958

Train epoch 16
[E16B0  |    448/60000 (  1%) ] Loss: 0.0273 top1= 99.7159

=== Log global consensus distance @ E16B0 ===
consensus_distance=0.012



=== Log clique consensus distance @ E16B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.050


[E16B10 |   4928/60000 (  8%) ] Loss: 0.0341 top1= 99.4318

=== Log global consensus distance @ E16B10 ===
consensus_distance=0.011



=== Log clique consensus distance @ E16B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.046


[E16B20 |   9408/60000 ( 16%) ] Loss: 0.0310 top1= 99.7159

=== Log global consensus distance @ E16B20 ===
consensus_distance=0.011



=== Log clique consensus distance @ E16B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.046



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.4674 top1= 72.3157


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.2064 top1= 56.1599


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.4193 top1= 60.4167

Train epoch 17
[E17B0  |    448/60000 (  1%) ] Loss: 0.0244 top1= 99.7159

=== Log global consensus distance @ E17B0 ===
consensus_distance=0.011



=== Log clique consensus distance @ E17B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.047


[E17B10 |   4928/60000 (  8%) ] Loss: 0.0321 top1= 99.4318

=== Log global consensus distance @ E17B10 ===
consensus_distance=0.010



=== Log clique consensus distance @ E17B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.043


[E17B20 |   9408/60000 ( 16%) ] Loss: 0.0281 top1= 99.7159

=== Log global consensus distance @ E17B20 ===
consensus_distance=0.010



=== Log clique consensus distance @ E17B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.043



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.5522 top1= 72.5160


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.2888 top1= 56.7107


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.5095 top1= 60.7772

Train epoch 18
[E18B0  |    448/60000 (  1%) ] Loss: 0.0222 top1= 99.7159

=== Log global consensus distance @ E18B0 ===
consensus_distance=0.010



=== Log clique consensus distance @ E18B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.044


[E18B10 |   4928/60000 (  8%) ] Loss: 0.0296 top1= 99.4318

=== Log global consensus distance @ E18B10 ===
consensus_distance=0.010



=== Log clique consensus distance @ E18B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.041


[E18B20 |   9408/60000 ( 16%) ] Loss: 0.0251 top1= 99.7159

=== Log global consensus distance @ E18B20 ===
consensus_distance=0.010



=== Log clique consensus distance @ E18B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.040



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.6322 top1= 72.6963


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.3569 top1= 57.2316


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.5909 top1= 61.1879

Train epoch 19
[E19B0  |    448/60000 (  1%) ] Loss: 0.0199 top1= 99.7159

=== Log global consensus distance @ E19B0 ===
consensus_distance=0.010



=== Log clique consensus distance @ E19B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.042


[E19B10 |   4928/60000 (  8%) ] Loss: 0.0284 top1= 99.4318

=== Log global consensus distance @ E19B10 ===
consensus_distance=0.009



=== Log clique consensus distance @ E19B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.039


[E19B20 |   9408/60000 ( 16%) ] Loss: 0.0231 top1= 99.7159

=== Log global consensus distance @ E19B20 ===
consensus_distance=0.009



=== Log clique consensus distance @ E19B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.038



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.7122 top1= 72.7664


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.4285 top1= 57.5821


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.6777 top1= 61.5184

Train epoch 20
[E20B0  |    448/60000 (  1%) ] Loss: 0.0183 top1= 99.7159

=== Log global consensus distance @ E20B0 ===
consensus_distance=0.009



=== Log clique consensus distance @ E20B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.040


[E20B10 |   4928/60000 (  8%) ] Loss: 0.0262 top1= 99.7159

=== Log global consensus distance @ E20B10 ===
consensus_distance=0.009



=== Log clique consensus distance @ E20B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.037


[E20B20 |   9408/60000 ( 16%) ] Loss: 0.0213 top1=100.0000

=== Log global consensus distance @ E20B20 ===
consensus_distance=0.008



=== Log clique consensus distance @ E20B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.036



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.7868 top1= 72.8966


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.4960 top1= 58.0228


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.7484 top1= 61.8890

Train epoch 21
[E21B0  |    448/60000 (  1%) ] Loss: 0.0168 top1= 99.7159

=== Log global consensus distance @ E21B0 ===
consensus_distance=0.009



=== Log clique consensus distance @ E21B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.038


[E21B10 |   4928/60000 (  8%) ] Loss: 0.0251 top1= 99.7159

=== Log global consensus distance @ E21B10 ===
consensus_distance=0.008



=== Log clique consensus distance @ E21B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.035


[E21B20 |   9408/60000 ( 16%) ] Loss: 0.0195 top1=100.0000

=== Log global consensus distance @ E21B20 ===
consensus_distance=0.008



=== Log clique consensus distance @ E21B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.034



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.8607 top1= 72.9367


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.5735 top1= 58.3333


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.8236 top1= 62.2696

Train epoch 22
[E22B0  |    448/60000 (  1%) ] Loss: 0.0153 top1=100.0000

=== Log global consensus distance @ E22B0 ===
consensus_distance=0.008



=== Log clique consensus distance @ E22B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.036


[E22B10 |   4928/60000 (  8%) ] Loss: 0.0242 top1= 99.7159

=== Log global consensus distance @ E22B10 ===
consensus_distance=0.008



=== Log clique consensus distance @ E22B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.034


[E22B20 |   9408/60000 ( 16%) ] Loss: 0.0183 top1=100.0000

=== Log global consensus distance @ E22B20 ===
consensus_distance=0.008



=== Log clique consensus distance @ E22B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.033



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.9309 top1= 73.0669


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.6316 top1= 58.8542


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.9043 top1= 62.4599

Train epoch 23
[E23B0  |    448/60000 (  1%) ] Loss: 0.0143 top1=100.0000

=== Log global consensus distance @ E23B0 ===
consensus_distance=0.008



=== Log clique consensus distance @ E23B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.035


[E23B10 |   4928/60000 (  8%) ] Loss: 0.0234 top1= 99.7159

=== Log global consensus distance @ E23B10 ===
consensus_distance=0.008



=== Log clique consensus distance @ E23B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.033


[E23B20 |   9408/60000 ( 16%) ] Loss: 0.0171 top1=100.0000

=== Log global consensus distance @ E23B20 ===
consensus_distance=0.007



=== Log clique consensus distance @ E23B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.031



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.0027 top1= 73.1270


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.6995 top1= 59.2348


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.9641 top1= 62.8205

Train epoch 24
[E24B0  |    448/60000 (  1%) ] Loss: 0.0134 top1=100.0000

=== Log global consensus distance @ E24B0 ===
consensus_distance=0.008



=== Log clique consensus distance @ E24B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.033


[E24B10 |   4928/60000 (  8%) ] Loss: 0.0227 top1= 99.7159

=== Log global consensus distance @ E24B10 ===
consensus_distance=0.008



=== Log clique consensus distance @ E24B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.033


[E24B20 |   9408/60000 ( 16%) ] Loss: 0.0158 top1=100.0000

=== Log global consensus distance @ E24B20 ===
consensus_distance=0.007



=== Log clique consensus distance @ E24B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.030



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.0668 top1= 73.1771


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.7613 top1= 59.5052


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.0472 top1= 62.6803

Train epoch 25
[E25B0  |    448/60000 (  1%) ] Loss: 0.0119 top1=100.0000

=== Log global consensus distance @ E25B0 ===
consensus_distance=0.008



=== Log clique consensus distance @ E25B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.032


[E25B10 |   4928/60000 (  8%) ] Loss: 0.0216 top1= 99.7159

=== Log global consensus distance @ E25B10 ===
consensus_distance=0.008



=== Log clique consensus distance @ E25B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.032


[E25B20 |   9408/60000 ( 16%) ] Loss: 0.0160 top1= 99.7159

=== Log global consensus distance @ E25B20 ===
consensus_distance=0.007



=== Log clique consensus distance @ E25B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.029



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.1327 top1= 73.1971


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.8205 top1= 59.6855


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.0859 top1= 63.1110

Train epoch 26
[E26B0  |    448/60000 (  1%) ] Loss: 0.0116 top1=100.0000

=== Log global consensus distance @ E26B0 ===
consensus_distance=0.007



=== Log clique consensus distance @ E26B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.031


[E26B10 |   4928/60000 (  8%) ] Loss: 0.0206 top1= 99.7159

=== Log global consensus distance @ E26B10 ===
consensus_distance=0.008



=== Log clique consensus distance @ E26B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.032


[E26B20 |   9408/60000 ( 16%) ] Loss: 0.0147 top1= 99.7159

=== Log global consensus distance @ E26B20 ===
consensus_distance=0.007



=== Log clique consensus distance @ E26B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.029



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.1888 top1= 73.2873


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.8783 top1= 59.9359


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.1546 top1= 63.1711

Train epoch 27
[E27B0  |    448/60000 (  1%) ] Loss: 0.0105 top1=100.0000

=== Log global consensus distance @ E27B0 ===
consensus_distance=0.007



=== Log clique consensus distance @ E27B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.031


[E27B10 |   4928/60000 (  8%) ] Loss: 0.0187 top1= 99.7159

=== Log global consensus distance @ E27B10 ===
consensus_distance=0.008



=== Log clique consensus distance @ E27B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.032


[E27B20 |   9408/60000 ( 16%) ] Loss: 0.0152 top1= 99.7159

=== Log global consensus distance @ E27B20 ===
consensus_distance=0.007



=== Log clique consensus distance @ E27B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.028



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.2435 top1= 73.3173


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.9289 top1= 60.2865


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.1842 top1= 63.5016

Train epoch 28
[E28B0  |    448/60000 (  1%) ] Loss: 0.0099 top1=100.0000

=== Log global consensus distance @ E28B0 ===
consensus_distance=0.007



=== Log clique consensus distance @ E28B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.030


[E28B10 |   4928/60000 (  8%) ] Loss: 0.0180 top1= 99.7159

=== Log global consensus distance @ E28B10 ===
consensus_distance=0.008



=== Log clique consensus distance @ E28B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.032


[E28B20 |   9408/60000 ( 16%) ] Loss: 0.0164 top1= 99.7159

=== Log global consensus distance @ E28B20 ===
consensus_distance=0.007



=== Log clique consensus distance @ E28B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.028



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.2908 top1= 73.4275


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.9891 top1= 60.3566


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.2235 top1= 63.6418

Train epoch 29
[E29B0  |    448/60000 (  1%) ] Loss: 0.0092 top1=100.0000

=== Log global consensus distance @ E29B0 ===
consensus_distance=0.007



=== Log clique consensus distance @ E29B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.030


[E29B10 |   4928/60000 (  8%) ] Loss: 0.0149 top1= 99.7159

=== Log global consensus distance @ E29B10 ===
consensus_distance=0.008



=== Log clique consensus distance @ E29B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.033


[E29B20 |   9408/60000 ( 16%) ] Loss: 0.0194 top1= 99.4318

=== Log global consensus distance @ E29B20 ===
consensus_distance=0.007



=== Log clique consensus distance @ E29B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.028



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.3363 top1= 73.4776


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=5.0346 top1= 60.5970


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.2512 top1= 63.7320

Train epoch 30
[E30B0  |    448/60000 (  1%) ] Loss: 0.0092 top1=100.0000

=== Log global consensus distance @ E30B0 ===
consensus_distance=0.007



=== Log clique consensus distance @ E30B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.031


[E30B10 |   4928/60000 (  8%) ] Loss: 0.0150 top1= 99.7159

=== Log global consensus distance @ E30B10 ===
consensus_distance=0.008



=== Log clique consensus distance @ E30B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.034


[E30B20 |   9408/60000 ( 16%) ] Loss: 0.0158 top1= 99.7159

=== Log global consensus distance @ E30B20 ===
consensus_distance=0.007



=== Log clique consensus distance @ E30B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.028



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.3659 top1= 73.5176


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=5.0785 top1= 60.9575


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.2578 top1= 63.9123

Train epoch 31
[E31B0  |    448/60000 (  1%) ] Loss: 0.0090 top1=100.0000

=== Log global consensus distance @ E31B0 ===
consensus_distance=0.007



=== Log clique consensus distance @ E31B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.030


[E31B10 |   4928/60000 (  8%) ] Loss: 0.0166 top1= 99.7159

=== Log global consensus distance @ E31B10 ===
consensus_distance=0.008



=== Log clique consensus distance @ E31B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.035


[E31B20 |   9408/60000 ( 16%) ] Loss: 0.0178 top1= 99.7159

=== Log global consensus distance @ E31B20 ===
consensus_distance=0.007



=== Log clique consensus distance @ E31B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.029



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.3994 top1= 73.6478


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=5.1213 top1= 61.2680


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.3798 top1= 63.2812

Train epoch 32
[E32B0  |    448/60000 (  1%) ] Loss: 0.0108 top1=100.0000

=== Log global consensus distance @ E32B0 ===
consensus_distance=0.008



=== Log clique consensus distance @ E32B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.032


[E32B10 |   4928/60000 (  8%) ] Loss: 0.0163 top1= 99.7159

=== Log global consensus distance @ E32B10 ===
consensus_distance=0.009



=== Log clique consensus distance @ E32B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.037


[E32B20 |   9408/60000 ( 16%) ] Loss: 0.0365 top1= 98.2955

=== Log global consensus distance @ E32B20 ===
consensus_distance=0.008



=== Log clique consensus distance @ E32B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.032



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.4453 top1= 73.5176


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=5.1542 top1= 61.7087


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.3604 top1= 64.0224

Train epoch 33
[E33B0  |    448/60000 (  1%) ] Loss: 0.0115 top1=100.0000

=== Log global consensus distance @ E33B0 ===
consensus_distance=0.008



=== Log clique consensus distance @ E33B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.034


[E33B10 |   4928/60000 (  8%) ] Loss: 0.0110 top1=100.0000

=== Log global consensus distance @ E33B10 ===
consensus_distance=0.009



=== Log clique consensus distance @ E33B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.039


[E33B20 |   9408/60000 ( 16%) ] Loss: 0.0534 top1= 97.4432

=== Log global consensus distance @ E33B20 ===
consensus_distance=0.008



=== Log clique consensus distance @ E33B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.036



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.4763 top1= 73.3874


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=5.1872 top1= 62.0893


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.3271 top1= 64.7236

Train epoch 34
[E34B0  |    448/60000 (  1%) ] Loss: 0.0149 top1= 99.7159

=== Log global consensus distance @ E34B0 ===
consensus_distance=0.009



=== Log clique consensus distance @ E34B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.040


[E34B10 |   4928/60000 (  8%) ] Loss: 0.0239 top1= 99.1477

=== Log global consensus distance @ E34B10 ===
consensus_distance=0.011



=== Log clique consensus distance @ E34B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.045


[E34B20 |   9408/60000 ( 16%) ] Loss: 0.0228 top1= 98.8636

=== Log global consensus distance @ E34B20 ===
consensus_distance=0.009



=== Log clique consensus distance @ E34B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.039



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.4107 top1= 73.8582


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=5.1789 top1= 62.1595


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.3858 top1= 64.5933

Train epoch 35
[E35B0  |    448/60000 (  1%) ] Loss: 0.0089 top1=100.0000

=== Log global consensus distance @ E35B0 ===
consensus_distance=0.010



=== Log clique consensus distance @ E35B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.043


[E35B10 |   4928/60000 (  8%) ] Loss: 0.0268 top1= 99.1477

=== Log global consensus distance @ E35B10 ===
consensus_distance=0.010



=== Log clique consensus distance @ E35B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.044


[E35B20 |   9408/60000 ( 16%) ] Loss: 0.0395 top1= 98.5795

=== Log global consensus distance @ E35B20 ===
consensus_distance=0.010



=== Log clique consensus distance @ E35B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.043



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.3746 top1= 73.2472


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=5.1439 top1= 62.8506


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.3970 top1= 61.5284

Train epoch 36
[E36B0  |    448/60000 (  1%) ] Loss: 0.0143 top1= 99.4318

=== Log global consensus distance @ E36B0 ===
consensus_distance=0.011



=== Log clique consensus distance @ E36B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.048


[E36B10 |   4928/60000 (  8%) ] Loss: 0.0118 top1= 99.7159

=== Log global consensus distance @ E36B10 ===
consensus_distance=0.012



=== Log clique consensus distance @ E36B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.050


[E36B20 |   9408/60000 ( 16%) ] Loss: 0.0133 top1=100.0000

=== Log global consensus distance @ E36B20 ===
consensus_distance=0.011



=== Log clique consensus distance @ E36B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.045



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.3205 top1= 74.0184


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=5.1234 top1= 62.9808


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.2998 top1= 63.6118

Train epoch 37
[E37B0  |    448/60000 (  1%) ] Loss: 0.0093 top1=100.0000

=== Log global consensus distance @ E37B0 ===
consensus_distance=0.012



=== Log clique consensus distance @ E37B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.049


[E37B10 |   4928/60000 (  8%) ] Loss: 0.0128 top1= 99.4318

=== Log global consensus distance @ E37B10 ===
consensus_distance=0.011



=== Log clique consensus distance @ E37B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.048


[E37B20 |   9408/60000 ( 16%) ] Loss: 0.0121 top1= 99.4318

=== Log global consensus distance @ E37B20 ===
consensus_distance=0.010



=== Log clique consensus distance @ E37B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.044



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.3455 top1= 73.7079


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=5.0406 top1= 63.8822


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.5135 top1= 62.0192

Train epoch 38
[E38B0  |    448/60000 (  1%) ] Loss: 0.0245 top1= 98.8636

=== Log global consensus distance @ E38B0 ===
consensus_distance=0.011



=== Log clique consensus distance @ E38B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.045


[E38B10 |   4928/60000 (  8%) ] Loss: 0.0342 top1= 98.8636

=== Log global consensus distance @ E38B10 ===
consensus_distance=0.011



=== Log clique consensus distance @ E38B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.046


[E38B20 |   9408/60000 ( 16%) ] Loss: 0.0167 top1= 99.1477

=== Log global consensus distance @ E38B20 ===
consensus_distance=0.010



=== Log clique consensus distance @ E38B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.044



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.2866 top1= 73.8682


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.9707 top1= 64.6735


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.2132 top1= 63.4115

Train epoch 39
[E39B0  |    448/60000 (  1%) ] Loss: 0.0151 top1= 99.7159

=== Log global consensus distance @ E39B0 ===
consensus_distance=0.011



=== Log clique consensus distance @ E39B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.046


[E39B10 |   4928/60000 (  8%) ] Loss: 0.0264 top1= 99.4318

=== Log global consensus distance @ E39B10 ===
consensus_distance=0.009



=== Log clique consensus distance @ E39B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.040


[E39B20 |   9408/60000 ( 16%) ] Loss: 0.0119 top1= 99.7159

=== Log global consensus distance @ E39B20 ===
consensus_distance=0.010



=== Log clique consensus distance @ E39B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.042



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.2662 top1= 73.8081


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.9658 top1= 64.8037


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.3227 top1= 61.8289

Train epoch 40
[E40B0  |    448/60000 (  1%) ] Loss: 0.0089 top1= 99.4318

=== Log global consensus distance @ E40B0 ===
consensus_distance=0.011



=== Log clique consensus distance @ E40B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.049


[E40B10 |   4928/60000 (  8%) ] Loss: 0.0134 top1= 99.7159

=== Log global consensus distance @ E40B10 ===
consensus_distance=0.011



=== Log clique consensus distance @ E40B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.046


[E40B20 |   9408/60000 ( 16%) ] Loss: 0.0412 top1= 98.8636

=== Log global consensus distance @ E40B20 ===
consensus_distance=0.011



=== Log clique consensus distance @ E40B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.048



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.1903 top1= 73.8682


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.8641 top1= 65.3646


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.7888 top1= 64.8137

