
=== Start adding workers ===
{'Type': 'Setup', 'Dataset': 'cifar10', 'data_dir': '/home/he/dero/datasets/', 'train': True, 'download': True, 'batch_size': 64, 'shuffle': None, 'sampler': 'DistributedSampler(num_replicas=12,rank=0,shuffle=True)'}
=> Add worker SGDMWorker(index=0, momentum=0.9)
{'Type': 'Setup', 'Dataset': 'cifar10', 'data_dir': '/home/he/dero/datasets/', 'train': True, 'download': True, 'batch_size': 64, 'shuffle': None, 'sampler': 'DistributedSampler(num_replicas=12,rank=1,shuffle=True)'}
=> Add worker SGDMWorker(index=1, momentum=0.9)
{'Type': 'Setup', 'Dataset': 'cifar10', 'data_dir': '/home/he/dero/datasets/', 'train': True, 'download': True, 'batch_size': 64, 'shuffle': None, 'sampler': 'DistributedSampler(num_replicas=12,rank=2,shuffle=True)'}
=> Add worker SGDMWorker(index=2, momentum=0.9)
{'Type': 'Setup', 'Dataset': 'cifar10', 'data_dir': '/home/he/dero/datasets/', 'train': True, 'download': True, 'batch_size': 64, 'shuffle': None, 'sampler': 'DistributedSampler(num_replicas=12,rank=3,shuffle=True)'}
=> Add worker SGDMWorker(index=3, momentum=0.9)
{'Type': 'Setup', 'Dataset': 'cifar10', 'data_dir': '/home/he/dero/datasets/', 'train': True, 'download': True, 'batch_size': 64, 'shuffle': None, 'sampler': 'DistributedSampler(num_replicas=12,rank=4,shuffle=True)'}
=> Add worker SGDMWorker(index=4, momentum=0.9)
{'Type': 'Setup', 'Dataset': 'cifar10', 'data_dir': '/home/he/dero/datasets/', 'train': True, 'download': True, 'batch_size': 64, 'shuffle': None, 'sampler': 'DistributedSampler(num_replicas=12,rank=5,shuffle=True)'}
=> Add worker SGDMWorker(index=5, momentum=0.9)
{'Type': 'Setup', 'Dataset': 'cifar10', 'data_dir': '/home/he/dero/datasets/', 'train': True, 'download': True, 'batch_size': 64, 'shuffle': None, 'sampler': 'DistributedSampler(num_replicas=12,rank=6,shuffle=True)'}
=> Add worker SGDMWorker(index=6, momentum=0.9)
{'Type': 'Setup', 'Dataset': 'cifar10', 'data_dir': '/home/he/dero/datasets/', 'train': True, 'download': True, 'batch_size': 64, 'shuffle': None, 'sampler': 'DistributedSampler(num_replicas=12,rank=7,shuffle=True)'}
=> Add worker SGDMWorker(index=7, momentum=0.9)
{'Type': 'Setup', 'Dataset': 'cifar10', 'data_dir': '/home/he/dero/datasets/', 'train': True, 'download': True, 'batch_size': 64, 'shuffle': None, 'sampler': 'DistributedSampler(num_replicas=12,rank=8,shuffle=True)'}
=> Add worker SGDMWorker(index=8, momentum=0.9)
{'Type': 'Setup', 'Dataset': 'cifar10', 'data_dir': '/home/he/dero/datasets/', 'train': True, 'download': True, 'batch_size': 64, 'shuffle': None, 'sampler': 'DistributedSampler(num_replicas=12,rank=9,shuffle=True)'}
=> Add worker SGDMWorker(index=9, momentum=0.9)
{'Type': 'Setup', 'Dataset': 'cifar10', 'data_dir': '/home/he/dero/datasets/', 'train': True, 'download': True, 'batch_size': 64, 'shuffle': None, 'sampler': 'DistributedSampler(num_replicas=12,rank=10,shuffle=True)'}
=> Add worker SGDMWorker(index=10, momentum=0.9)
{'Type': 'Setup', 'Dataset': 'cifar10', 'data_dir': '/home/he/dero/datasets/', 'train': True, 'download': True, 'batch_size': 64, 'shuffle': None, 'sampler': 'DistributedSampler(num_replicas=12,rank=11,shuffle=True)'}
=> Add worker ByzantineWorker(index=11)

=== Start adding graph ===
TwoCliquesWithByzantine(m=5,b=1)

{'Type': 'Setup', 'Dataset': 'cifar10', 'data_dir': '/home/he/dero/datasets/', 'train': False, 'download': True, 'batch_size': 128, 'shuffle': False, 'sampler': None}
Train epoch 1
[E 1B0  |    768/50000 (  2%) ] Loss: 2.3066 top1=  9.6591

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



=== Log mixing matrix @ E1B0 ===
[[0.167 0.167 0.167 0.167 0.167 0.    0.    0.    0.    0.    0.167 0.   ]
 [0.167 0.233 0.2   0.2   0.2   0.    0.    0.    0.    0.    0.    0.   ]
 [0.167 0.2   0.233 0.2   0.2   0.    0.    0.    0.    0.    0.    0.   ]
 [0.167 0.2   0.2   0.233 0.2   0.    0.    0.    0.    0.    0.    0.   ]
 [0.167 0.2   0.2   0.2   0.233 0.    0.    0.    0.    0.    0.    0.   ]
 [0.    0.    0.    0.    0.    0.233 0.2   0.2   0.2   0.167 0.    0.   ]
 [0.    0.    0.    0.    0.    0.2   0.233 0.2   0.2   0.167 0.    0.   ]
 [0.    0.    0.    0.    0.    0.2   0.2   0.233 0.2   0.167 0.    0.   ]
 [0.    0.    0.    0.    0.    0.2   0.2   0.2   0.233 0.167 0.    0.   ]
 [0.    0.    0.    0.    0.    0.167 0.167 0.167 0.167 0.167 0.167 0.   ]
 [0.167 0.    0.    0.    0.    0.    0.    0.    0.    0.167 0.642 0.025]
 [0.    0.    0.    0.    0.    0.    0.    0.    0.    0.    0.025 0.975]]


[E 1B10 |   8448/50000 ( 17%) ] Loss: 2.2636 top1= 19.1761

=== Log global consensus distance @ E1B10 ===
consensus_distance=0.032



=== Log clique consensus distance @ E1B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.038


[E 1B20 |  16128/50000 ( 32%) ] Loss: 2.2337 top1= 12.9261

=== Log global consensus distance @ E1B20 ===
consensus_distance=0.109



=== Log clique consensus distance @ E1B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.219


[E 1B30 |  23808/50000 ( 48%) ] Loss: 2.1712 top1= 15.0568

=== Log global consensus distance @ E1B30 ===
consensus_distance=0.182



=== Log clique consensus distance @ E1B30 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=0.519


[E 1B40 |  31488/50000 ( 63%) ] Loss: 2.1304 top1= 15.0568

=== Log global consensus distance @ E1B40 ===
consensus_distance=0.246



=== Log clique consensus distance @ E1B40 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=0.805


[E 1B50 |  39168/50000 ( 78%) ] Loss: 2.1554 top1= 19.3182

=== Log global consensus distance @ E1B50 ===
consensus_distance=0.246



=== Log clique consensus distance @ E1B50 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=0.810


[E 1B60 |  46848/50000 ( 94%) ] Loss: 2.0553 top1= 23.8636

=== Log global consensus distance @ E1B60 ===
consensus_distance=0.249



=== Log clique consensus distance @ E1B60 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.826



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2944 top1=  9.9860


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4089 top1=  9.7756


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4298 top1=  9.0946

Train epoch 2
[E 2B0  |    768/50000 (  2%) ] Loss: 2.1269 top1= 21.5909

=== Log global consensus distance @ E2B0 ===
consensus_distance=0.250



=== Log clique consensus distance @ E2B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.835


[E 2B10 |   8448/50000 ( 17%) ] Loss: 2.0635 top1= 23.4375

=== Log global consensus distance @ E2B10 ===
consensus_distance=0.241



=== Log clique consensus distance @ E2B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.795


[E 2B20 |  16128/50000 ( 32%) ] Loss: 2.1006 top1= 22.1591

=== Log global consensus distance @ E2B20 ===
consensus_distance=0.262



=== Log clique consensus distance @ E2B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.883


[E 2B30 |  23808/50000 ( 48%) ] Loss: 2.0258 top1= 25.8523

=== Log global consensus distance @ E2B30 ===
consensus_distance=0.270



=== Log clique consensus distance @ E2B30 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.928


[E 2B40 |  31488/50000 ( 63%) ] Loss: 1.9701 top1= 29.5455

=== Log global consensus distance @ E2B40 ===
consensus_distance=0.314



=== Log clique consensus distance @ E2B40 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=1.123


[E 2B50 |  39168/50000 ( 78%) ] Loss: 1.9578 top1= 28.8352

=== Log global consensus distance @ E2B50 ===
consensus_distance=0.347



=== Log clique consensus distance @ E2B50 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=1.260


[E 2B60 |  46848/50000 ( 94%) ] Loss: 1.8090 top1= 36.3636

=== Log global consensus distance @ E2B60 ===
consensus_distance=0.368



=== Log clique consensus distance @ E2B60 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=1.359



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2821 top1= 10.2965


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2932 top1= 17.6382


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1645 top1= 21.5545

Train epoch 3
[E 3B0  |    768/50000 (  2%) ] Loss: 1.9084 top1= 34.3750

=== Log global consensus distance @ E3B0 ===
consensus_distance=0.369



=== Log clique consensus distance @ E3B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=1.368


[E 3B10 |   8448/50000 ( 17%) ] Loss: 1.8421 top1= 39.4886

=== Log global consensus distance @ E3B10 ===
consensus_distance=0.375



=== Log clique consensus distance @ E3B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=1.399


[E 3B20 |  16128/50000 ( 32%) ] Loss: 1.8583 top1= 36.6477

=== Log global consensus distance @ E3B20 ===
consensus_distance=0.377



=== Log clique consensus distance @ E3B20 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.415


[E 3B30 |  23808/50000 ( 48%) ] Loss: 1.8609 top1= 38.4943

=== Log global consensus distance @ E3B30 ===
consensus_distance=0.363



=== Log clique consensus distance @ E3B30 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=1.364


[E 3B40 |  31488/50000 ( 63%) ] Loss: 1.8033 top1= 42.1875

=== Log global consensus distance @ E3B40 ===
consensus_distance=0.360



=== Log clique consensus distance @ E3B40 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=1.345


[E 3B50 |  39168/50000 ( 78%) ] Loss: 1.8236 top1= 37.9261

=== Log global consensus distance @ E3B50 ===
consensus_distance=0.366



=== Log clique consensus distance @ E3B50 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.353


[E 3B60 |  46848/50000 ( 94%) ] Loss: 1.6667 top1= 43.6080

=== Log global consensus distance @ E3B60 ===
consensus_distance=0.371



=== Log clique consensus distance @ E3B60 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.378



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.3360 top1= 13.1010


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1523 top1= 18.5797


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0040 top1= 25.2003

Train epoch 4
[E 4B0  |    768/50000 (  2%) ] Loss: 1.8149 top1= 36.9318

=== Log global consensus distance @ E4B0 ===
consensus_distance=0.365



=== Log clique consensus distance @ E4B0 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.365


[E 4B10 |   8448/50000 ( 17%) ] Loss: 1.7566 top1= 41.3352

=== Log global consensus distance @ E4B10 ===
consensus_distance=0.369



=== Log clique consensus distance @ E4B10 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.384


[E 4B20 |  16128/50000 ( 32%) ] Loss: 1.7518 top1= 41.4773

=== Log global consensus distance @ E4B20 ===
consensus_distance=0.365



=== Log clique consensus distance @ E4B20 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.372


[E 4B30 |  23808/50000 ( 48%) ] Loss: 1.7374 top1= 38.2102

=== Log global consensus distance @ E4B30 ===
consensus_distance=0.346



=== Log clique consensus distance @ E4B30 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.287


[E 4B40 |  31488/50000 ( 63%) ] Loss: 1.7497 top1= 39.6307

=== Log global consensus distance @ E4B40 ===
consensus_distance=0.338



=== Log clique consensus distance @ E4B40 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.237


[E 4B50 |  39168/50000 ( 78%) ] Loss: 1.7467 top1= 39.0625

=== Log global consensus distance @ E4B50 ===
consensus_distance=0.329



=== Log clique consensus distance @ E4B50 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.194


[E 4B60 |  46848/50000 ( 94%) ] Loss: 1.5498 top1= 46.7330

=== Log global consensus distance @ E4B60 ===
consensus_distance=0.333



=== Log clique consensus distance @ E4B60 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.209



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1556 top1= 17.9387


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0343 top1= 21.0337


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0027 top1= 24.8498

Train epoch 5
[E 5B0  |    768/50000 (  2%) ] Loss: 1.7209 top1= 40.3409

=== Log global consensus distance @ E5B0 ===
consensus_distance=0.334



=== Log clique consensus distance @ E5B0 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.222


[E 5B10 |   8448/50000 ( 17%) ] Loss: 1.6831 top1= 41.1932

=== Log global consensus distance @ E5B10 ===
consensus_distance=0.327



=== Log clique consensus distance @ E5B10 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.191


[E 5B20 |  16128/50000 ( 32%) ] Loss: 1.7110 top1= 40.0568

=== Log global consensus distance @ E5B20 ===
consensus_distance=0.313



=== Log clique consensus distance @ E5B20 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.141


[E 5B30 |  23808/50000 ( 48%) ] Loss: 1.6870 top1= 40.0568

=== Log global consensus distance @ E5B30 ===
consensus_distance=0.309



=== Log clique consensus distance @ E5B30 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.108


[E 5B40 |  31488/50000 ( 63%) ] Loss: 1.6602 top1= 45.4545

=== Log global consensus distance @ E5B40 ===
consensus_distance=0.297



=== Log clique consensus distance @ E5B40 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.052


[E 5B50 |  39168/50000 ( 78%) ] Loss: 1.6832 top1= 42.1875

=== Log global consensus distance @ E5B50 ===
consensus_distance=0.296



=== Log clique consensus distance @ E5B50 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.043


[E 5B60 |  46848/50000 ( 94%) ] Loss: 1.5346 top1= 49.1477

=== Log global consensus distance @ E5B60 ===
consensus_distance=0.307



=== Log clique consensus distance @ E5B60 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.094



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.9832 top1= 22.2155


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9641 top1= 21.9351


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.9838 top1= 22.4058

Train epoch 6
[E 6B0  |    768/50000 (  2%) ] Loss: 1.6955 top1= 41.6193

=== Log global consensus distance @ E6B0 ===
consensus_distance=0.306



=== Log clique consensus distance @ E6B0 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.098


[E 6B10 |   8448/50000 ( 17%) ] Loss: 1.6296 top1= 41.0511

=== Log global consensus distance @ E6B10 ===
consensus_distance=0.307



=== Log clique consensus distance @ E6B10 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.098


[E 6B20 |  16128/50000 ( 32%) ] Loss: 1.6475 top1= 44.1761

=== Log global consensus distance @ E6B20 ===
consensus_distance=0.302



=== Log clique consensus distance @ E6B20 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.082


[E 6B30 |  23808/50000 ( 48%) ] Loss: 1.5914 top1= 47.5852

=== Log global consensus distance @ E6B30 ===
consensus_distance=0.303



=== Log clique consensus distance @ E6B30 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.087


[E 6B40 |  31488/50000 ( 63%) ] Loss: 1.5938 top1= 45.7386

=== Log global consensus distance @ E6B40 ===
consensus_distance=0.300



=== Log clique consensus distance @ E6B40 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.063


[E 6B50 |  39168/50000 ( 78%) ] Loss: 1.6214 top1= 41.7614

=== Log global consensus distance @ E6B50 ===
consensus_distance=0.296



=== Log clique consensus distance @ E6B50 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.042


[E 6B60 |  46848/50000 ( 94%) ] Loss: 1.5040 top1= 47.7273

=== Log global consensus distance @ E6B60 ===
consensus_distance=0.298



=== Log clique consensus distance @ E6B60 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.063



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8214 top1= 27.4239


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9158 top1= 23.7881


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.8497 top1= 27.2035

Train epoch 7
[E 7B0  |    768/50000 (  2%) ] Loss: 1.6068 top1= 44.3182

=== Log global consensus distance @ E7B0 ===
consensus_distance=0.297



=== Log clique consensus distance @ E7B0 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.062


[E 7B10 |   8448/50000 ( 17%) ] Loss: 1.5919 top1= 42.8977

=== Log global consensus distance @ E7B10 ===
consensus_distance=0.289



=== Log clique consensus distance @ E7B10 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.015


[E 7B20 |  16128/50000 ( 32%) ] Loss: 1.6436 top1= 42.8977

=== Log global consensus distance @ E7B20 ===
consensus_distance=0.285



=== Log clique consensus distance @ E7B20 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.001


[E 7B30 |  23808/50000 ( 48%) ] Loss: 1.5439 top1= 48.0114

=== Log global consensus distance @ E7B30 ===
consensus_distance=0.280



=== Log clique consensus distance @ E7B30 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=0.974


[E 7B40 |  31488/50000 ( 63%) ] Loss: 1.5362 top1= 42.6136

=== Log global consensus distance @ E7B40 ===
consensus_distance=0.276



=== Log clique consensus distance @ E7B40 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=0.965


[E 7B50 |  39168/50000 ( 78%) ] Loss: 1.5671 top1= 44.6023

=== Log global consensus distance @ E7B50 ===
consensus_distance=0.273



=== Log clique consensus distance @ E7B50 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=0.944


[E 7B60 |  46848/50000 ( 94%) ] Loss: 1.4114 top1= 50.8523

=== Log global consensus distance @ E7B60 ===
consensus_distance=0.273



=== Log clique consensus distance @ E7B60 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=0.956



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.7334 top1= 31.0096


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8393 top1= 25.5008


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.8125 top1= 28.5557

Train epoch 8
[E 8B0  |    768/50000 (  2%) ] Loss: 1.5537 top1= 46.4489

=== Log global consensus distance @ E8B0 ===
consensus_distance=0.272



=== Log clique consensus distance @ E8B0 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=0.958


[E 8B10 |   8448/50000 ( 17%) ] Loss: 1.5132 top1= 45.0284

=== Log global consensus distance @ E8B10 ===
consensus_distance=0.277



=== Log clique consensus distance @ E8B10 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=0.964


[E 8B20 |  16128/50000 ( 32%) ] Loss: 1.5184 top1= 46.1648

=== Log global consensus distance @ E8B20 ===
consensus_distance=0.279



=== Log clique consensus distance @ E8B20 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=0.973


[E 8B30 |  23808/50000 ( 48%) ] Loss: 1.5095 top1= 45.5966

=== Log global consensus distance @ E8B30 ===
consensus_distance=0.279



=== Log clique consensus distance @ E8B30 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=0.977


[E 8B40 |  31488/50000 ( 63%) ] Loss: 1.4580 top1= 47.0170

=== Log global consensus distance @ E8B40 ===
consensus_distance=0.272



=== Log clique consensus distance @ E8B40 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=0.946


[E 8B50 |  39168/50000 ( 78%) ] Loss: 1.5512 top1= 45.3125

=== Log global consensus distance @ E8B50 ===
consensus_distance=0.274



=== Log clique consensus distance @ E8B50 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=0.945


[E 8B60 |  46848/50000 ( 94%) ] Loss: 1.3838 top1= 53.2670

=== Log global consensus distance @ E8B60 ===
consensus_distance=0.283



=== Log clique consensus distance @ E8B60 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=0.991



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.6998 top1= 32.9728


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8093 top1= 26.8429


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.7350 top1= 33.5637

Train epoch 9
[E 9B0  |    768/50000 (  2%) ] Loss: 1.4879 top1= 47.0170

=== Log global consensus distance @ E9B0 ===
consensus_distance=0.283



=== Log clique consensus distance @ E9B0 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=0.995


[E 9B10 |   8448/50000 ( 17%) ] Loss: 1.4419 top1= 48.5795

=== Log global consensus distance @ E9B10 ===
consensus_distance=0.293



=== Log clique consensus distance @ E9B10 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.033


[E 9B20 |  16128/50000 ( 32%) ] Loss: 1.4892 top1= 46.8750

=== Log global consensus distance @ E9B20 ===
consensus_distance=0.295



=== Log clique consensus distance @ E9B20 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.051


[E 9B30 |  23808/50000 ( 48%) ] Loss: 1.4776 top1= 47.3011

=== Log global consensus distance @ E9B30 ===
consensus_distance=0.294



=== Log clique consensus distance @ E9B30 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.036


[E 9B40 |  31488/50000 ( 63%) ] Loss: 1.4422 top1= 48.0114

=== Log global consensus distance @ E9B40 ===
consensus_distance=0.287



=== Log clique consensus distance @ E9B40 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=1.012


[E 9B50 |  39168/50000 ( 78%) ] Loss: 1.4912 top1= 45.5966

=== Log global consensus distance @ E9B50 ===
consensus_distance=0.283



=== Log clique consensus distance @ E9B50 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.990


[E 9B60 |  46848/50000 ( 94%) ] Loss: 1.3258 top1= 56.3920

=== Log global consensus distance @ E9B60 ===
consensus_distance=0.290



=== Log clique consensus distance @ E9B60 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.022



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.6211 top1= 36.7388


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8079 top1= 27.5942


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.6813 top1= 36.5785

Train epoch 10
[E10B0  |    768/50000 (  2%) ] Loss: 1.4599 top1= 48.8636

=== Log global consensus distance @ E10B0 ===
consensus_distance=0.290



=== Log clique consensus distance @ E10B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=1.029


[E10B10 |   8448/50000 ( 17%) ] Loss: 1.3763 top1= 51.4205

=== Log global consensus distance @ E10B10 ===
consensus_distance=0.297



=== Log clique consensus distance @ E10B10 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.046


[E10B20 |  16128/50000 ( 32%) ] Loss: 1.4624 top1= 48.5795

=== Log global consensus distance @ E10B20 ===
consensus_distance=0.305



=== Log clique consensus distance @ E10B20 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.086


[E10B30 |  23808/50000 ( 48%) ] Loss: 1.3891 top1= 52.6989

=== Log global consensus distance @ E10B30 ===
consensus_distance=0.308



=== Log clique consensus distance @ E10B30 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.090


[E10B40 |  31488/50000 ( 63%) ] Loss: 1.3457 top1= 52.2727

=== Log global consensus distance @ E10B40 ===
consensus_distance=0.306



=== Log clique consensus distance @ E10B40 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=1.097


[E10B50 |  39168/50000 ( 78%) ] Loss: 1.4672 top1= 48.5795

=== Log global consensus distance @ E10B50 ===
consensus_distance=0.299



=== Log clique consensus distance @ E10B50 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=1.065


[E10B60 |  46848/50000 ( 94%) ] Loss: 1.2985 top1= 56.5341

=== Log global consensus distance @ E10B60 ===
consensus_distance=0.297



=== Log clique consensus distance @ E10B60 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.043



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5601 top1= 41.6967


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7610 top1= 30.1182


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.5976 top1= 40.7953

Train epoch 11
[E11B0  |    768/50000 (  2%) ] Loss: 1.4008 top1= 49.8580

=== Log global consensus distance @ E11B0 ===
consensus_distance=0.291



=== Log clique consensus distance @ E11B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=1.029


[E11B10 |   8448/50000 ( 17%) ] Loss: 1.3393 top1= 51.8466

=== Log global consensus distance @ E11B10 ===
consensus_distance=0.297



=== Log clique consensus distance @ E11B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=1.052


[E11B20 |  16128/50000 ( 32%) ] Loss: 1.3890 top1= 50.8523

=== Log global consensus distance @ E11B20 ===
consensus_distance=0.296



=== Log clique consensus distance @ E11B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=1.062


[E11B30 |  23808/50000 ( 48%) ] Loss: 1.3415 top1= 53.4091

=== Log global consensus distance @ E11B30 ===
consensus_distance=0.286



=== Log clique consensus distance @ E11B30 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.004


[E11B40 |  31488/50000 ( 63%) ] Loss: 1.2822 top1= 53.9773

=== Log global consensus distance @ E11B40 ===
consensus_distance=0.285



=== Log clique consensus distance @ E11B40 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=0.996


[E11B50 |  39168/50000 ( 78%) ] Loss: 1.3866 top1= 50.5682

=== Log global consensus distance @ E11B50 ===
consensus_distance=0.278



=== Log clique consensus distance @ E11B50 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.972


[E11B60 |  46848/50000 ( 94%) ] Loss: 1.2448 top1= 57.1023

=== Log global consensus distance @ E11B60 ===
consensus_distance=0.274



=== Log clique consensus distance @ E11B60 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=0.944



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.4815 top1= 43.6699


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6798 top1= 32.5721


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.5730 top1= 42.4179

Train epoch 12
[E12B0  |    768/50000 (  2%) ] Loss: 1.3542 top1= 52.8409

=== Log global consensus distance @ E12B0 ===
consensus_distance=0.270



=== Log clique consensus distance @ E12B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.938


[E12B10 |   8448/50000 ( 17%) ] Loss: 1.2699 top1= 53.5511

=== Log global consensus distance @ E12B10 ===
consensus_distance=0.273



=== Log clique consensus distance @ E12B10 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=0.943


[E12B20 |  16128/50000 ( 32%) ] Loss: 1.3306 top1= 54.1193

=== Log global consensus distance @ E12B20 ===
consensus_distance=0.270



=== Log clique consensus distance @ E12B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.943


[E12B30 |  23808/50000 ( 48%) ] Loss: 1.3008 top1= 55.2557

=== Log global consensus distance @ E12B30 ===
consensus_distance=0.262



=== Log clique consensus distance @ E12B30 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=0.902


[E12B40 |  31488/50000 ( 63%) ] Loss: 1.2583 top1= 56.3920

=== Log global consensus distance @ E12B40 ===
consensus_distance=0.268



=== Log clique consensus distance @ E12B40 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=0.916


[E12B50 |  39168/50000 ( 78%) ] Loss: 1.3688 top1= 53.9773

=== Log global consensus distance @ E12B50 ===
consensus_distance=0.258



=== Log clique consensus distance @ E12B50 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=0.878


[E12B60 |  46848/50000 ( 94%) ] Loss: 1.2291 top1= 57.5284

=== Log global consensus distance @ E12B60 ===
consensus_distance=0.263



=== Log clique consensus distance @ E12B60 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=0.894



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.4192 top1= 46.4543


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5441 top1= 37.5701


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.5197 top1= 44.1707

Train epoch 13
[E13B0  |    768/50000 (  2%) ] Loss: 1.2934 top1= 51.1364

=== Log global consensus distance @ E13B0 ===
consensus_distance=0.261



=== Log clique consensus distance @ E13B0 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=0.893


[E13B10 |   8448/50000 ( 17%) ] Loss: 1.2273 top1= 55.5398

=== Log global consensus distance @ E13B10 ===
consensus_distance=0.266



=== Log clique consensus distance @ E13B10 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=0.906


[E13B20 |  16128/50000 ( 32%) ] Loss: 1.3006 top1= 56.9602

=== Log global consensus distance @ E13B20 ===
consensus_distance=0.261



=== Log clique consensus distance @ E13B20 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=0.901


[E13B30 |  23808/50000 ( 48%) ] Loss: 1.2529 top1= 56.9602

=== Log global consensus distance @ E13B30 ===
consensus_distance=0.254



=== Log clique consensus distance @ E13B30 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=0.864


[E13B40 |  31488/50000 ( 63%) ] Loss: 1.2189 top1= 57.1023

=== Log global consensus distance @ E13B40 ===
consensus_distance=0.256



=== Log clique consensus distance @ E13B40 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=0.868


[E13B50 |  39168/50000 ( 78%) ] Loss: 1.3022 top1= 54.8295

=== Log global consensus distance @ E13B50 ===
consensus_distance=0.252



=== Log clique consensus distance @ E13B50 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=0.851


[E13B60 |  46848/50000 ( 94%) ] Loss: 1.2097 top1= 56.9602

=== Log global consensus distance @ E13B60 ===
consensus_distance=0.255



=== Log clique consensus distance @ E13B60 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=0.861



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.3906 top1= 47.6062


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4961 top1= 41.0056


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.5376 top1= 44.7416

Train epoch 14
[E14B0  |    768/50000 (  2%) ] Loss: 1.2785 top1= 53.9773

=== Log global consensus distance @ E14B0 ===
consensus_distance=0.254



=== Log clique consensus distance @ E14B0 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=0.868


[E14B10 |   8448/50000 ( 17%) ] Loss: 1.2576 top1= 58.3807

=== Log global consensus distance @ E14B10 ===
consensus_distance=0.261



=== Log clique consensus distance @ E14B10 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=0.887


[E14B20 |  16128/50000 ( 32%) ] Loss: 1.2332 top1= 59.6591

=== Log global consensus distance @ E14B20 ===
consensus_distance=0.254



=== Log clique consensus distance @ E14B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.871


[E14B30 |  23808/50000 ( 48%) ] Loss: 1.2071 top1= 59.2330

=== Log global consensus distance @ E14B30 ===
consensus_distance=0.243



=== Log clique consensus distance @ E14B30 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.818


[E14B40 |  31488/50000 ( 63%) ] Loss: 1.1816 top1= 58.8068

=== Log global consensus distance @ E14B40 ===
consensus_distance=0.246



=== Log clique consensus distance @ E14B40 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=0.821


[E14B50 |  39168/50000 ( 78%) ] Loss: 1.2381 top1= 56.9602

=== Log global consensus distance @ E14B50 ===
consensus_distance=0.246



=== Log clique consensus distance @ E14B50 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=0.825


[E14B60 |  46848/50000 ( 94%) ] Loss: 1.1404 top1= 61.3636

=== Log global consensus distance @ E14B60 ===
consensus_distance=0.248



=== Log clique consensus distance @ E14B60 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=0.827



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.3264 top1= 50.3906


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4371 top1= 43.5797


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4430 top1= 48.2071

Train epoch 15
[E15B0  |    768/50000 (  2%) ] Loss: 1.2023 top1= 58.9489

=== Log global consensus distance @ E15B0 ===
consensus_distance=0.246



=== Log clique consensus distance @ E15B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.834


[E15B10 |   8448/50000 ( 17%) ] Loss: 1.1881 top1= 58.6648

=== Log global consensus distance @ E15B10 ===
consensus_distance=0.251



=== Log clique consensus distance @ E15B10 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=0.840


[E15B20 |  16128/50000 ( 32%) ] Loss: 1.2163 top1= 60.6534

=== Log global consensus distance @ E15B20 ===
consensus_distance=0.247



=== Log clique consensus distance @ E15B20 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=0.838


[E15B30 |  23808/50000 ( 48%) ] Loss: 1.1407 top1= 58.9489

=== Log global consensus distance @ E15B30 ===
consensus_distance=0.236



=== Log clique consensus distance @ E15B30 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=0.782


[E15B40 |  31488/50000 ( 63%) ] Loss: 1.1288 top1= 61.9318

=== Log global consensus distance @ E15B40 ===
consensus_distance=0.229



=== Log clique consensus distance @ E15B40 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=0.754


[E15B50 |  39168/50000 ( 78%) ] Loss: 1.2141 top1= 56.8182

=== Log global consensus distance @ E15B50 ===
consensus_distance=0.234



=== Log clique consensus distance @ E15B50 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=0.767


[E15B60 |  46848/50000 ( 94%) ] Loss: 1.0999 top1= 62.2159

=== Log global consensus distance @ E15B60 ===
consensus_distance=0.235



=== Log clique consensus distance @ E15B60 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=0.774



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.2874 top1= 51.9932


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3707 top1= 46.5345


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4145 top1= 48.6879

Train epoch 16
[E16B0  |    768/50000 (  2%) ] Loss: 1.2073 top1= 58.2386

=== Log global consensus distance @ E16B0 ===
consensus_distance=0.235



=== Log clique consensus distance @ E16B0 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=0.786


[E16B10 |   8448/50000 ( 17%) ] Loss: 1.2078 top1= 58.9489

=== Log global consensus distance @ E16B10 ===
consensus_distance=0.238



=== Log clique consensus distance @ E16B10 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=0.785


[E16B20 |  16128/50000 ( 32%) ] Loss: 1.1549 top1= 60.6534

=== Log global consensus distance @ E16B20 ===
consensus_distance=0.237



=== Log clique consensus distance @ E16B20 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=0.791


[E16B30 |  23808/50000 ( 48%) ] Loss: 1.1116 top1= 61.9318

=== Log global consensus distance @ E16B30 ===
consensus_distance=0.231



=== Log clique consensus distance @ E16B30 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=0.759


[E16B40 |  31488/50000 ( 63%) ] Loss: 1.0830 top1= 62.2159

=== Log global consensus distance @ E16B40 ===
consensus_distance=0.231



=== Log clique consensus distance @ E16B40 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=0.755


[E16B50 |  39168/50000 ( 78%) ] Loss: 1.1638 top1= 59.3750

=== Log global consensus distance @ E16B50 ===
consensus_distance=0.232



=== Log clique consensus distance @ E16B50 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=0.762


[E16B60 |  46848/50000 ( 94%) ] Loss: 1.1004 top1= 60.2273

=== Log global consensus distance @ E16B60 ===
consensus_distance=0.229



=== Log clique consensus distance @ E16B60 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=0.745



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.2422 top1= 53.5056


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3467 top1= 47.8365


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3716 top1= 50.4607

Train epoch 17
[E17B0  |    768/50000 (  2%) ] Loss: 1.1660 top1= 60.0852

=== Log global consensus distance @ E17B0 ===
consensus_distance=0.224



=== Log clique consensus distance @ E17B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.741


[E17B10 |   8448/50000 ( 17%) ] Loss: 1.1188 top1= 61.7898

=== Log global consensus distance @ E17B10 ===
consensus_distance=0.234



=== Log clique consensus distance @ E17B10 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=0.766


[E17B20 |  16128/50000 ( 32%) ] Loss: 1.1060 top1= 62.3580

=== Log global consensus distance @ E17B20 ===
consensus_distance=0.233



=== Log clique consensus distance @ E17B20 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=0.777


[E17B30 |  23808/50000 ( 48%) ] Loss: 1.1086 top1= 61.0795

=== Log global consensus distance @ E17B30 ===
consensus_distance=0.231



=== Log clique consensus distance @ E17B30 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=0.758


[E17B40 |  31488/50000 ( 63%) ] Loss: 1.0794 top1= 60.3693

=== Log global consensus distance @ E17B40 ===
consensus_distance=0.232



=== Log clique consensus distance @ E17B40 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=0.763


[E17B50 |  39168/50000 ( 78%) ] Loss: 1.0943 top1= 62.6420

=== Log global consensus distance @ E17B50 ===
consensus_distance=0.237



=== Log clique consensus distance @ E17B50 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=0.778


[E17B60 |  46848/50000 ( 94%) ] Loss: 1.1101 top1= 61.7898

=== Log global consensus distance @ E17B60 ===
consensus_distance=0.236



=== Log clique consensus distance @ E17B60 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=0.769



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.2093 top1= 54.9479


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3403 top1= 48.8482


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3680 top1= 51.1719

Train epoch 18
[E18B0  |    768/50000 (  2%) ] Loss: 1.1302 top1= 60.9375

=== Log global consensus distance @ E18B0 ===
consensus_distance=0.236



=== Log clique consensus distance @ E18B0 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=0.786


[E18B10 |   8448/50000 ( 17%) ] Loss: 1.0946 top1= 62.5000

=== Log global consensus distance @ E18B10 ===
consensus_distance=0.242



=== Log clique consensus distance @ E18B10 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=0.794


[E18B20 |  16128/50000 ( 32%) ] Loss: 1.0965 top1= 63.2102

=== Log global consensus distance @ E18B20 ===
consensus_distance=0.243



=== Log clique consensus distance @ E18B20 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=0.810


[E18B30 |  23808/50000 ( 48%) ] Loss: 1.0331 top1= 64.3466

=== Log global consensus distance @ E18B30 ===
consensus_distance=0.239



=== Log clique consensus distance @ E18B30 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=0.787


[E18B40 |  31488/50000 ( 63%) ] Loss: 1.1007 top1= 60.9375

=== Log global consensus distance @ E18B40 ===
consensus_distance=0.239



=== Log clique consensus distance @ E18B40 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=0.792


[E18B50 |  39168/50000 ( 78%) ] Loss: 1.1014 top1= 61.2216

=== Log global consensus distance @ E18B50 ===
consensus_distance=0.238



=== Log clique consensus distance @ E18B50 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=0.781


[E18B60 |  46848/50000 ( 94%) ] Loss: 1.0743 top1= 62.9261

=== Log global consensus distance @ E18B60 ===
consensus_distance=0.236



=== Log clique consensus distance @ E18B60 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=0.764



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.1756 top1= 56.3902


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2729 top1= 50.1202


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4134 top1= 50.6210

Train epoch 19
[E19B0  |    768/50000 (  2%) ] Loss: 1.1341 top1= 60.2273

=== Log global consensus distance @ E19B0 ===
consensus_distance=0.234



=== Log clique consensus distance @ E19B0 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=0.766


[E19B10 |   8448/50000 ( 17%) ] Loss: 1.0584 top1= 63.4943

=== Log global consensus distance @ E19B10 ===
consensus_distance=0.237



=== Log clique consensus distance @ E19B10 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=0.774


[E19B20 |  16128/50000 ( 32%) ] Loss: 1.0351 top1= 66.3352

=== Log global consensus distance @ E19B20 ===
consensus_distance=0.235



=== Log clique consensus distance @ E19B20 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=0.778


[E19B30 |  23808/50000 ( 48%) ] Loss: 1.0178 top1= 65.0568

=== Log global consensus distance @ E19B30 ===
consensus_distance=0.231



=== Log clique consensus distance @ E19B30 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=0.753


[E19B40 |  31488/50000 ( 63%) ] Loss: 0.9938 top1= 64.3466

=== Log global consensus distance @ E19B40 ===
consensus_distance=0.237



=== Log clique consensus distance @ E19B40 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=0.770


[E19B50 |  39168/50000 ( 78%) ] Loss: 1.0771 top1= 62.6420

=== Log global consensus distance @ E19B50 ===
consensus_distance=0.244



=== Log clique consensus distance @ E19B50 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=0.797


[E19B60 |  46848/50000 ( 94%) ] Loss: 1.0460 top1= 62.2159

=== Log global consensus distance @ E19B60 ===
consensus_distance=0.241



=== Log clique consensus distance @ E19B60 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=0.786



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.1429 top1= 57.6322


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2030 top1= 54.0565


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3725 top1= 51.3021

Train epoch 20
[E20B0  |    768/50000 (  2%) ] Loss: 1.0944 top1= 60.2273

=== Log global consensus distance @ E20B0 ===
consensus_distance=0.239



=== Log clique consensus distance @ E20B0 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=0.783


[E20B10 |   8448/50000 ( 17%) ] Loss: 1.0470 top1= 63.7784

=== Log global consensus distance @ E20B10 ===
consensus_distance=0.243



=== Log clique consensus distance @ E20B10 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=0.798


[E20B20 |  16128/50000 ( 32%) ] Loss: 1.0424 top1= 63.3523

=== Log global consensus distance @ E20B20 ===
consensus_distance=0.244



=== Log clique consensus distance @ E20B20 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=0.804


[E20B30 |  23808/50000 ( 48%) ] Loss: 0.9891 top1= 64.9148

=== Log global consensus distance @ E20B30 ===
consensus_distance=0.240



=== Log clique consensus distance @ E20B30 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=0.787


[E20B40 |  31488/50000 ( 63%) ] Loss: 1.0138 top1= 62.5000

=== Log global consensus distance @ E20B40 ===
consensus_distance=0.245



=== Log clique consensus distance @ E20B40 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=0.802


[E20B50 |  39168/50000 ( 78%) ] Loss: 1.0534 top1= 61.7898

=== Log global consensus distance @ E20B50 ===
consensus_distance=0.247



=== Log clique consensus distance @ E20B50 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=0.809


[E20B60 |  46848/50000 ( 94%) ] Loss: 1.0131 top1= 64.7727

=== Log global consensus distance @ E20B60 ===
consensus_distance=0.249



=== Log clique consensus distance @ E20B60 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=0.812



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.1197 top1= 58.8542


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2028 top1= 53.7360


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.2697 top1= 54.6575

Train epoch 21
[E21B0  |    768/50000 (  2%) ] Loss: 1.0422 top1= 64.2045

=== Log global consensus distance @ E21B0 ===
consensus_distance=0.244



=== Log clique consensus distance @ E21B0 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=0.807


[E21B10 |   8448/50000 ( 17%) ] Loss: 1.0223 top1= 64.3466

=== Log global consensus distance @ E21B10 ===
consensus_distance=0.249



=== Log clique consensus distance @ E21B10 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=0.822


[E21B20 |  16128/50000 ( 32%) ] Loss: 1.0471 top1= 64.4886

=== Log global consensus distance @ E21B20 ===
consensus_distance=0.258



=== Log clique consensus distance @ E21B20 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=0.865


[E21B30 |  23808/50000 ( 48%) ] Loss: 0.9739 top1= 65.9091

=== Log global consensus distance @ E21B30 ===
consensus_distance=0.250



=== Log clique consensus distance @ E21B30 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=0.824


[E21B40 |  31488/50000 ( 63%) ] Loss: 0.9917 top1= 63.9205

=== Log global consensus distance @ E21B40 ===
consensus_distance=0.249



=== Log clique consensus distance @ E21B40 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=0.821


[E21B50 |  39168/50000 ( 78%) ] Loss: 1.0072 top1= 65.1989

=== Log global consensus distance @ E21B50 ===
consensus_distance=0.249



=== Log clique consensus distance @ E21B50 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=0.812


[E21B60 |  46848/50000 ( 94%) ] Loss: 0.9757 top1= 66.1932

=== Log global consensus distance @ E21B60 ===
consensus_distance=0.243



=== Log clique consensus distance @ E21B60 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=0.788



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0995 top1= 60.3065


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2578 top1= 52.1635


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.2401 top1= 56.1198

Train epoch 22
[E22B0  |    768/50000 (  2%) ] Loss: 1.0563 top1= 62.9261

=== Log global consensus distance @ E22B0 ===
consensus_distance=0.242



=== Log clique consensus distance @ E22B0 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=0.796


[E22B10 |   8448/50000 ( 17%) ] Loss: 0.9663 top1= 66.6193

=== Log global consensus distance @ E22B10 ===
consensus_distance=0.247



=== Log clique consensus distance @ E22B10 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=0.810


[E22B20 |  16128/50000 ( 32%) ] Loss: 0.9757 top1= 67.7557

=== Log global consensus distance @ E22B20 ===
consensus_distance=0.250



=== Log clique consensus distance @ E22B20 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=0.828


[E22B30 |  23808/50000 ( 48%) ] Loss: 0.9368 top1= 67.8977

=== Log global consensus distance @ E22B30 ===
consensus_distance=0.248



=== Log clique consensus distance @ E22B30 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=0.814


[E22B40 |  31488/50000 ( 63%) ] Loss: 0.9625 top1= 64.4886

=== Log global consensus distance @ E22B40 ===
consensus_distance=0.253



=== Log clique consensus distance @ E22B40 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=0.825


[E22B50 |  39168/50000 ( 78%) ] Loss: 0.9920 top1= 64.7727

=== Log global consensus distance @ E22B50 ===
consensus_distance=0.256



=== Log clique consensus distance @ E22B50 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=0.840


[E22B60 |  46848/50000 ( 94%) ] Loss: 0.9534 top1= 64.7727

=== Log global consensus distance @ E22B60 ===
consensus_distance=0.249



=== Log clique consensus distance @ E22B60 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=0.817



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0746 top1= 61.0877


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2251 top1= 54.8578


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.1769 top1= 58.5737

Train epoch 23
[E23B0  |    768/50000 (  2%) ] Loss: 1.0428 top1= 62.9261

=== Log global consensus distance @ E23B0 ===
consensus_distance=0.247



=== Log clique consensus distance @ E23B0 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=0.818


[E23B10 |   8448/50000 ( 17%) ] Loss: 0.9686 top1= 66.3352

=== Log global consensus distance @ E23B10 ===
consensus_distance=0.251



=== Log clique consensus distance @ E23B10 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=0.820


[E23B20 |  16128/50000 ( 32%) ] Loss: 0.9368 top1= 68.3239

=== Log global consensus distance @ E23B20 ===
consensus_distance=0.256



=== Log clique consensus distance @ E23B20 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=0.850


[E23B30 |  23808/50000 ( 48%) ] Loss: 0.9124 top1= 67.8977

=== Log global consensus distance @ E23B30 ===
consensus_distance=0.255



=== Log clique consensus distance @ E23B30 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=0.840


[E23B40 |  31488/50000 ( 63%) ] Loss: 0.8871 top1= 69.3182

=== Log global consensus distance @ E23B40 ===
consensus_distance=0.259



=== Log clique consensus distance @ E23B40 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=0.849


[E23B50 |  39168/50000 ( 78%) ] Loss: 0.9674 top1= 65.9091

=== Log global consensus distance @ E23B50 ===
consensus_distance=0.260



=== Log clique consensus distance @ E23B50 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=0.860


[E23B60 |  46848/50000 ( 94%) ] Loss: 0.9235 top1= 68.3239

=== Log global consensus distance @ E23B60 ===
consensus_distance=0.255



=== Log clique consensus distance @ E23B60 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=0.834



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0386 top1= 62.5501


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.1256 top1= 58.3834


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.2005 top1= 57.9327

Train epoch 24
[E24B0  |    768/50000 (  2%) ] Loss: 0.9891 top1= 64.3466

=== Log global consensus distance @ E24B0 ===
consensus_distance=0.254



=== Log clique consensus distance @ E24B0 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=0.838


[E24B10 |   8448/50000 ( 17%) ] Loss: 0.9723 top1= 66.4773

=== Log global consensus distance @ E24B10 ===
consensus_distance=0.266



=== Log clique consensus distance @ E24B10 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=0.875


[E24B20 |  16128/50000 ( 32%) ] Loss: 0.9439 top1= 67.1875

=== Log global consensus distance @ E24B20 ===
consensus_distance=0.274



=== Log clique consensus distance @ E24B20 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=0.919


[E24B30 |  23808/50000 ( 48%) ] Loss: 0.9292 top1= 68.4659

=== Log global consensus distance @ E24B30 ===
consensus_distance=0.270



=== Log clique consensus distance @ E24B30 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=0.902


[E24B40 |  31488/50000 ( 63%) ] Loss: 0.9084 top1= 67.8977

=== Log global consensus distance @ E24B40 ===
consensus_distance=0.269



=== Log clique consensus distance @ E24B40 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=0.888


[E24B50 |  39168/50000 ( 78%) ] Loss: 0.9434 top1= 68.3239

=== Log global consensus distance @ E24B50 ===
consensus_distance=0.272



=== Log clique consensus distance @ E24B50 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=0.901


[E24B60 |  46848/50000 ( 94%) ] Loss: 0.8288 top1= 71.0227

=== Log global consensus distance @ E24B60 ===
consensus_distance=0.269



=== Log clique consensus distance @ E24B60 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.880



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0079 top1= 64.4030


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.1233 top1= 58.4335


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.1071 top1= 61.5385

Train epoch 25
[E25B0  |    768/50000 (  2%) ] Loss: 0.9341 top1= 65.7670

=== Log global consensus distance @ E25B0 ===
consensus_distance=0.266



=== Log clique consensus distance @ E25B0 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=0.881


[E25B10 |   8448/50000 ( 17%) ] Loss: 0.8991 top1= 70.0284

=== Log global consensus distance @ E25B10 ===
consensus_distance=0.270



=== Log clique consensus distance @ E25B10 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=0.898


[E25B20 |  16128/50000 ( 32%) ] Loss: 0.8644 top1= 71.0227

=== Log global consensus distance @ E25B20 ===
consensus_distance=0.276



=== Log clique consensus distance @ E25B20 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=0.923


[E25B30 |  23808/50000 ( 48%) ] Loss: 0.8758 top1= 69.3182

=== Log global consensus distance @ E25B30 ===
consensus_distance=0.274



=== Log clique consensus distance @ E25B30 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=0.918


[E25B40 |  31488/50000 ( 63%) ] Loss: 0.9259 top1= 66.3352

=== Log global consensus distance @ E25B40 ===
consensus_distance=0.279



=== Log clique consensus distance @ E25B40 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.929


[E25B50 |  39168/50000 ( 78%) ] Loss: 0.8929 top1= 68.8920

=== Log global consensus distance @ E25B50 ===
consensus_distance=0.277



=== Log clique consensus distance @ E25B50 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.917


[E25B60 |  46848/50000 ( 94%) ] Loss: 0.8622 top1= 70.5966

=== Log global consensus distance @ E25B60 ===
consensus_distance=0.273



=== Log clique consensus distance @ E25B60 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.891



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9921 top1= 64.7135


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.0810 top1= 60.1162


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.1011 top1= 61.5184

Train epoch 26
[E26B0  |    768/50000 (  2%) ] Loss: 0.8963 top1= 67.4716

=== Log global consensus distance @ E26B0 ===
consensus_distance=0.268



=== Log clique consensus distance @ E26B0 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=0.889


[E26B10 |   8448/50000 ( 17%) ] Loss: 0.8795 top1= 70.8807

=== Log global consensus distance @ E26B10 ===
consensus_distance=0.275



=== Log clique consensus distance @ E26B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.910


[E26B20 |  16128/50000 ( 32%) ] Loss: 0.8967 top1= 69.7443

=== Log global consensus distance @ E26B20 ===
consensus_distance=0.279



=== Log clique consensus distance @ E26B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.936


[E26B30 |  23808/50000 ( 48%) ] Loss: 0.8647 top1= 67.1875

=== Log global consensus distance @ E26B30 ===
consensus_distance=0.279



=== Log clique consensus distance @ E26B30 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.929


[E26B40 |  31488/50000 ( 63%) ] Loss: 0.8324 top1= 71.5909

=== Log global consensus distance @ E26B40 ===
consensus_distance=0.277



=== Log clique consensus distance @ E26B40 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=0.921


[E26B50 |  39168/50000 ( 78%) ] Loss: 0.8762 top1= 68.3239

=== Log global consensus distance @ E26B50 ===
consensus_distance=0.278



=== Log clique consensus distance @ E26B50 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=0.925


[E26B60 |  46848/50000 ( 94%) ] Loss: 0.8469 top1= 70.7386

=== Log global consensus distance @ E26B60 ===
consensus_distance=0.282



=== Log clique consensus distance @ E26B60 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.925



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9547 top1= 66.4263


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.0735 top1= 60.9075


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.1039 top1= 62.1394

Train epoch 27
[E27B0  |    768/50000 (  2%) ] Loss: 0.8631 top1= 68.3239

=== Log global consensus distance @ E27B0 ===
consensus_distance=0.280



=== Log clique consensus distance @ E27B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.928


[E27B10 |   8448/50000 ( 17%) ] Loss: 0.8509 top1= 70.7386

=== Log global consensus distance @ E27B10 ===
consensus_distance=0.280



=== Log clique consensus distance @ E27B10 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=0.927


[E27B20 |  16128/50000 ( 32%) ] Loss: 0.8194 top1= 71.5909

=== Log global consensus distance @ E27B20 ===
consensus_distance=0.283



=== Log clique consensus distance @ E27B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.945


[E27B30 |  23808/50000 ( 48%) ] Loss: 0.8020 top1= 74.0057

=== Log global consensus distance @ E27B30 ===
consensus_distance=0.281



=== Log clique consensus distance @ E27B30 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.933


[E27B40 |  31488/50000 ( 63%) ] Loss: 0.8064 top1= 71.5909

=== Log global consensus distance @ E27B40 ===
consensus_distance=0.278



=== Log clique consensus distance @ E27B40 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=0.929


[E27B50 |  39168/50000 ( 78%) ] Loss: 0.8383 top1= 69.1761

=== Log global consensus distance @ E27B50 ===
consensus_distance=0.286



=== Log clique consensus distance @ E27B50 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=0.966


[E27B60 |  46848/50000 ( 94%) ] Loss: 0.7990 top1= 72.3011

=== Log global consensus distance @ E27B60 ===
consensus_distance=0.292



=== Log clique consensus distance @ E27B60 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.975



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9370 top1= 67.2175


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.0455 top1= 61.5585


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.0251 top1= 64.1727

Train epoch 28
[E28B0  |    768/50000 (  2%) ] Loss: 0.8195 top1= 72.3011

=== Log global consensus distance @ E28B0 ===
consensus_distance=0.291



=== Log clique consensus distance @ E28B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.974


[E28B10 |   8448/50000 ( 17%) ] Loss: 0.8036 top1= 70.5966

=== Log global consensus distance @ E28B10 ===
consensus_distance=0.291



=== Log clique consensus distance @ E28B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.966


[E28B20 |  16128/50000 ( 32%) ] Loss: 0.8432 top1= 70.1705

=== Log global consensus distance @ E28B20 ===
consensus_distance=0.293



=== Log clique consensus distance @ E28B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.989


[E28B30 |  23808/50000 ( 48%) ] Loss: 0.8167 top1= 71.8750

=== Log global consensus distance @ E28B30 ===
consensus_distance=0.288



=== Log clique consensus distance @ E28B30 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.968


[E28B40 |  31488/50000 ( 63%) ] Loss: 0.8040 top1= 71.1648

=== Log global consensus distance @ E28B40 ===
consensus_distance=0.289



=== Log clique consensus distance @ E28B40 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.971


[E28B50 |  39168/50000 ( 78%) ] Loss: 0.7791 top1= 72.0170

=== Log global consensus distance @ E28B50 ===
consensus_distance=0.291



=== Log clique consensus distance @ E28B50 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.982


[E28B60 |  46848/50000 ( 94%) ] Loss: 0.7865 top1= 73.5795

=== Log global consensus distance @ E28B60 ===
consensus_distance=0.294



=== Log clique consensus distance @ E28B60 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.977



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9322 top1= 67.1975


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.0532 top1= 61.1378


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.0603 top1= 63.1811

Train epoch 29
[E29B0  |    768/50000 (  2%) ] Loss: 0.8303 top1= 71.3068

=== Log global consensus distance @ E29B0 ===
consensus_distance=0.295



=== Log clique consensus distance @ E29B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.978


[E29B10 |   8448/50000 ( 17%) ] Loss: 0.7982 top1= 72.4432

=== Log global consensus distance @ E29B10 ===
consensus_distance=0.298



=== Log clique consensus distance @ E29B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.987


[E29B20 |  16128/50000 ( 32%) ] Loss: 0.8257 top1= 71.3068

=== Log global consensus distance @ E29B20 ===
consensus_distance=0.292



=== Log clique consensus distance @ E29B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.989


[E29B30 |  23808/50000 ( 48%) ] Loss: 0.7697 top1= 74.7159

=== Log global consensus distance @ E29B30 ===
consensus_distance=0.292



=== Log clique consensus distance @ E29B30 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.985


[E29B40 |  31488/50000 ( 63%) ] Loss: 0.7859 top1= 72.3011

=== Log global consensus distance @ E29B40 ===
consensus_distance=0.288



=== Log clique consensus distance @ E29B40 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=0.970


[E29B50 |  39168/50000 ( 78%) ] Loss: 0.8030 top1= 71.7330

=== Log global consensus distance @ E29B50 ===
consensus_distance=0.294



=== Log clique consensus distance @ E29B50 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.984


[E29B60 |  46848/50000 ( 94%) ] Loss: 0.7399 top1= 74.2898

=== Log global consensus distance @ E29B60 ===
consensus_distance=0.294



=== Log clique consensus distance @ E29B60 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.976



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9229 top1= 67.3878


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.0504 top1= 61.5284


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.0386 top1= 63.5617

Train epoch 30
[E30B0  |    768/50000 (  2%) ] Loss: 0.7941 top1= 72.4432

=== Log global consensus distance @ E30B0 ===
consensus_distance=0.293



=== Log clique consensus distance @ E30B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.975


[E30B10 |   8448/50000 ( 17%) ] Loss: 0.7872 top1= 72.5852

=== Log global consensus distance @ E30B10 ===
consensus_distance=0.297



=== Log clique consensus distance @ E30B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.980


[E30B20 |  16128/50000 ( 32%) ] Loss: 0.8272 top1= 72.0170

=== Log global consensus distance @ E30B20 ===
consensus_distance=0.294



=== Log clique consensus distance @ E30B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.979


[E30B30 |  23808/50000 ( 48%) ] Loss: 0.7794 top1= 72.1591

=== Log global consensus distance @ E30B30 ===
consensus_distance=0.290



=== Log clique consensus distance @ E30B30 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.972


[E30B40 |  31488/50000 ( 63%) ] Loss: 0.7192 top1= 74.8580

=== Log global consensus distance @ E30B40 ===
consensus_distance=0.292



=== Log clique consensus distance @ E30B40 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.980


[E30B50 |  39168/50000 ( 78%) ] Loss: 0.7821 top1= 73.5795

=== Log global consensus distance @ E30B50 ===
consensus_distance=0.295



=== Log clique consensus distance @ E30B50 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.992


[E30B60 |  46848/50000 ( 94%) ] Loss: 0.7713 top1= 75.1420

=== Log global consensus distance @ E30B60 ===
consensus_distance=0.295



=== Log clique consensus distance @ E30B60 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.990



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9129 top1= 67.9487


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.0739 top1= 61.0577


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.0669 top1= 63.3614

Train epoch 31
[E31B0  |    768/50000 (  2%) ] Loss: 0.8015 top1= 71.8750

=== Log global consensus distance @ E31B0 ===
consensus_distance=0.284



=== Log clique consensus distance @ E31B0 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=0.958


[E31B10 |   8448/50000 ( 17%) ] Loss: 0.7659 top1= 75.4261

=== Log global consensus distance @ E31B10 ===
consensus_distance=0.219



=== Log clique consensus distance @ E31B10 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=0.689


[E31B20 |  16128/50000 ( 32%) ] Loss: 0.7277 top1= 75.2841

=== Log global consensus distance @ E31B20 ===
consensus_distance=0.183



=== Log clique consensus distance @ E31B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.538


[E31B30 |  23808/50000 ( 48%) ] Loss: 0.7411 top1= 72.7273

=== Log global consensus distance @ E31B30 ===
consensus_distance=0.162



=== Log clique consensus distance @ E31B30 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.449


[E31B40 |  31488/50000 ( 63%) ] Loss: 0.7521 top1= 74.1477

=== Log global consensus distance @ E31B40 ===
consensus_distance=0.155



=== Log clique consensus distance @ E31B40 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.411


[E31B50 |  39168/50000 ( 78%) ] Loss: 0.7496 top1= 73.2955

=== Log global consensus distance @ E31B50 ===
consensus_distance=0.150



=== Log clique consensus distance @ E31B50 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.396


[E31B60 |  46848/50000 ( 94%) ] Loss: 0.7482 top1= 75.9943

=== Log global consensus distance @ E31B60 ===
consensus_distance=0.151



=== Log clique consensus distance @ E31B60 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.394



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8998 top1= 68.9103


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.9512 top1= 66.4764


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.0132 top1= 64.5333

Train epoch 32
[E32B0  |    768/50000 (  2%) ] Loss: 0.7921 top1= 71.7330

=== Log global consensus distance @ E32B0 ===
consensus_distance=0.147



=== Log clique consensus distance @ E32B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.382


[E32B10 |   8448/50000 ( 17%) ] Loss: 0.7728 top1= 73.7216

=== Log global consensus distance @ E32B10 ===
consensus_distance=0.145



=== Log clique consensus distance @ E32B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.376


[E32B20 |  16128/50000 ( 32%) ] Loss: 0.7325 top1= 73.2955

=== Log global consensus distance @ E32B20 ===
consensus_distance=0.149



=== Log clique consensus distance @ E32B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.386


[E32B30 |  23808/50000 ( 48%) ] Loss: 0.7081 top1= 75.9943

=== Log global consensus distance @ E32B30 ===
consensus_distance=0.145



=== Log clique consensus distance @ E32B30 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.376


[E32B40 |  31488/50000 ( 63%) ] Loss: 0.7202 top1= 73.2955

=== Log global consensus distance @ E32B40 ===
consensus_distance=0.147



=== Log clique consensus distance @ E32B40 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.383


[E32B50 |  39168/50000 ( 78%) ] Loss: 0.7489 top1= 74.1477

=== Log global consensus distance @ E32B50 ===
consensus_distance=0.146



=== Log clique consensus distance @ E32B50 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.380


[E32B60 |  46848/50000 ( 94%) ] Loss: 0.7933 top1= 74.8580

=== Log global consensus distance @ E32B60 ===
consensus_distance=0.147



=== Log clique consensus distance @ E32B60 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.382



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9112 top1= 68.5397


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.9597 top1= 65.9956


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.0448 top1= 63.6619

Train epoch 33
[E33B0  |    768/50000 (  2%) ] Loss: 0.7671 top1= 71.5909

=== Log global consensus distance @ E33B0 ===
consensus_distance=0.147



=== Log clique consensus distance @ E33B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.380


[E33B10 |   8448/50000 ( 17%) ] Loss: 0.7700 top1= 73.7216

=== Log global consensus distance @ E33B10 ===
consensus_distance=0.149



=== Log clique consensus distance @ E33B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.385


[E33B20 |  16128/50000 ( 32%) ] Loss: 0.7759 top1= 73.8636

=== Log global consensus distance @ E33B20 ===
consensus_distance=0.150



=== Log clique consensus distance @ E33B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.385


[E33B30 |  23808/50000 ( 48%) ] Loss: 0.7327 top1= 74.7159

=== Log global consensus distance @ E33B30 ===
consensus_distance=0.148



=== Log clique consensus distance @ E33B30 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.381


[E33B40 |  31488/50000 ( 63%) ] Loss: 0.7539 top1= 75.2841

=== Log global consensus distance @ E33B40 ===
consensus_distance=0.150



=== Log clique consensus distance @ E33B40 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.394


[E33B50 |  39168/50000 ( 78%) ] Loss: 0.7832 top1= 74.5739

=== Log global consensus distance @ E33B50 ===
consensus_distance=0.149



=== Log clique consensus distance @ E33B50 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.390


[E33B60 |  46848/50000 ( 94%) ] Loss: 0.7528 top1= 74.7159

=== Log global consensus distance @ E33B60 ===
consensus_distance=0.151



=== Log clique consensus distance @ E33B60 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.398



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9242 top1= 68.2192


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.9773 top1= 65.3245


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.0467 top1= 63.5617

Train epoch 34
[E34B0  |    768/50000 (  2%) ] Loss: 0.7859 top1= 72.0170

=== Log global consensus distance @ E34B0 ===
consensus_distance=0.150



=== Log clique consensus distance @ E34B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.393


[E34B10 |   8448/50000 ( 17%) ] Loss: 0.7648 top1= 75.2841

=== Log global consensus distance @ E34B10 ===
consensus_distance=0.149



=== Log clique consensus distance @ E34B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.390


[E34B20 |  16128/50000 ( 32%) ] Loss: 0.7915 top1= 72.7273

=== Log global consensus distance @ E34B20 ===
consensus_distance=0.155



=== Log clique consensus distance @ E34B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.404


[E34B30 |  23808/50000 ( 48%) ] Loss: 0.7501 top1= 72.8693

=== Log global consensus distance @ E34B30 ===
consensus_distance=0.151



=== Log clique consensus distance @ E34B30 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.399


[E34B40 |  31488/50000 ( 63%) ] Loss: 0.7504 top1= 73.7216

=== Log global consensus distance @ E34B40 ===
consensus_distance=0.151



=== Log clique consensus distance @ E34B40 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.401


[E34B50 |  39168/50000 ( 78%) ] Loss: 0.7301 top1= 75.2841

=== Log global consensus distance @ E34B50 ===
consensus_distance=0.150



=== Log clique consensus distance @ E34B50 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.394


[E34B60 |  46848/50000 ( 94%) ] Loss: 0.7971 top1= 74.1477

=== Log global consensus distance @ E34B60 ===
consensus_distance=0.154



=== Log clique consensus distance @ E34B60 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.413



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9185 top1= 68.1490


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.9901 top1= 64.7536


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.0288 top1= 63.9724

Train epoch 35
[E35B0  |    768/50000 (  2%) ] Loss: 0.8211 top1= 70.5966

=== Log global consensus distance @ E35B0 ===
consensus_distance=0.153



=== Log clique consensus distance @ E35B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.405


[E35B10 |   8448/50000 ( 17%) ] Loss: 0.7777 top1= 73.8636

=== Log global consensus distance @ E35B10 ===
consensus_distance=0.152



=== Log clique consensus distance @ E35B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.403


[E35B20 |  16128/50000 ( 32%) ] Loss: 0.7720 top1= 73.4375

=== Log global consensus distance @ E35B20 ===
consensus_distance=0.157



=== Log clique consensus distance @ E35B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.420


[E35B30 |  23808/50000 ( 48%) ] Loss: 0.7500 top1= 74.8580

=== Log global consensus distance @ E35B30 ===
consensus_distance=0.155



=== Log clique consensus distance @ E35B30 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.413


[E35B40 |  31488/50000 ( 63%) ] Loss: 0.7598 top1= 72.5852

=== Log global consensus distance @ E35B40 ===
consensus_distance=0.158



=== Log clique consensus distance @ E35B40 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.429


[E35B50 |  39168/50000 ( 78%) ] Loss: 0.7669 top1= 74.5739

=== Log global consensus distance @ E35B50 ===
consensus_distance=0.157



=== Log clique consensus distance @ E35B50 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.423


[E35B60 |  46848/50000 ( 94%) ] Loss: 0.7837 top1= 74.7159

=== Log global consensus distance @ E35B60 ===
consensus_distance=0.158



=== Log clique consensus distance @ E35B60 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.434



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9295 top1= 67.5381


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.9939 top1= 64.8538


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.0555 top1= 63.5417

Train epoch 36
[E36B0  |    768/50000 (  2%) ] Loss: 0.8221 top1= 70.4545

=== Log global consensus distance @ E36B0 ===
consensus_distance=0.159



=== Log clique consensus distance @ E36B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.432


[E36B10 |   8448/50000 ( 17%) ] Loss: 0.8035 top1= 72.4432

=== Log global consensus distance @ E36B10 ===
consensus_distance=0.155



=== Log clique consensus distance @ E36B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.421


[E36B20 |  16128/50000 ( 32%) ] Loss: 0.7999 top1= 72.8693

=== Log global consensus distance @ E36B20 ===
consensus_distance=0.162



=== Log clique consensus distance @ E36B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.433


[E36B30 |  23808/50000 ( 48%) ] Loss: 0.7554 top1= 72.4432

=== Log global consensus distance @ E36B30 ===
consensus_distance=0.157



=== Log clique consensus distance @ E36B30 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.424


[E36B40 |  31488/50000 ( 63%) ] Loss: 0.7419 top1= 73.5795

=== Log global consensus distance @ E36B40 ===
consensus_distance=0.158



=== Log clique consensus distance @ E36B40 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.431


[E36B50 |  39168/50000 ( 78%) ] Loss: 0.7706 top1= 73.2955

=== Log global consensus distance @ E36B50 ===
consensus_distance=0.161



=== Log clique consensus distance @ E36B50 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.435


[E36B60 |  46848/50000 ( 94%) ] Loss: 0.8074 top1= 73.7216

=== Log global consensus distance @ E36B60 ===
consensus_distance=0.162



=== Log clique consensus distance @ E36B60 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.445



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9198 top1= 67.4880


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.9869 top1= 64.9539


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.0550 top1= 63.4014

Train epoch 37
[E37B0  |    768/50000 (  2%) ] Loss: 0.8410 top1= 69.0341

=== Log global consensus distance @ E37B0 ===
consensus_distance=0.161



=== Log clique consensus distance @ E37B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.440


[E37B10 |   8448/50000 ( 17%) ] Loss: 0.7760 top1= 75.0000

=== Log global consensus distance @ E37B10 ===
consensus_distance=0.158



=== Log clique consensus distance @ E37B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.433


[E37B20 |  16128/50000 ( 32%) ] Loss: 0.7699 top1= 74.1477

=== Log global consensus distance @ E37B20 ===
consensus_distance=0.159



=== Log clique consensus distance @ E37B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.431


[E37B30 |  23808/50000 ( 48%) ] Loss: 0.7294 top1= 75.2841

=== Log global consensus distance @ E37B30 ===
consensus_distance=0.159



=== Log clique consensus distance @ E37B30 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.429


[E37B40 |  31488/50000 ( 63%) ] Loss: 0.7409 top1= 75.5682

=== Log global consensus distance @ E37B40 ===
consensus_distance=0.161



=== Log clique consensus distance @ E37B40 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.437


[E37B50 |  39168/50000 ( 78%) ] Loss: 0.7724 top1= 72.1591

=== Log global consensus distance @ E37B50 ===
consensus_distance=0.165



=== Log clique consensus distance @ E37B50 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.453


[E37B60 |  46848/50000 ( 94%) ] Loss: 0.7920 top1= 72.8693

=== Log global consensus distance @ E37B60 ===
consensus_distance=0.164



=== Log clique consensus distance @ E37B60 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.454



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9287 top1= 67.5080


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.9845 top1= 64.7336


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.0750 top1= 62.9307

Train epoch 38
[E38B0  |    768/50000 (  2%) ] Loss: 0.8401 top1= 70.8807

=== Log global consensus distance @ E38B0 ===
consensus_distance=0.163



=== Log clique consensus distance @ E38B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.451


[E38B10 |   8448/50000 ( 17%) ] Loss: 0.7844 top1= 74.0057

=== Log global consensus distance @ E38B10 ===
consensus_distance=0.162



=== Log clique consensus distance @ E38B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.444


[E38B20 |  16128/50000 ( 32%) ] Loss: 0.7409 top1= 75.0000

=== Log global consensus distance @ E38B20 ===
consensus_distance=0.163



=== Log clique consensus distance @ E38B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.445


[E38B30 |  23808/50000 ( 48%) ] Loss: 0.7292 top1= 74.5739

=== Log global consensus distance @ E38B30 ===
consensus_distance=0.160



=== Log clique consensus distance @ E38B30 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.432


[E38B40 |  31488/50000 ( 63%) ] Loss: 0.7589 top1= 73.7216

=== Log global consensus distance @ E38B40 ===
consensus_distance=0.161



=== Log clique consensus distance @ E38B40 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.445


[E38B50 |  39168/50000 ( 78%) ] Loss: 0.7836 top1= 73.2955

=== Log global consensus distance @ E38B50 ===
consensus_distance=0.165



=== Log clique consensus distance @ E38B50 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.450


[E38B60 |  46848/50000 ( 94%) ] Loss: 0.7523 top1= 75.2841

=== Log global consensus distance @ E38B60 ===
consensus_distance=0.164



=== Log clique consensus distance @ E38B60 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.454



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9242 top1= 67.8385


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.0150 top1= 64.0425


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.0724 top1= 63.1911

Train epoch 39
[E39B0  |    768/50000 (  2%) ] Loss: 0.8587 top1= 70.3125

=== Log global consensus distance @ E39B0 ===
consensus_distance=0.164



=== Log clique consensus distance @ E39B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.454


[E39B10 |   8448/50000 ( 17%) ] Loss: 0.7864 top1= 73.4375

=== Log global consensus distance @ E39B10 ===
consensus_distance=0.163



=== Log clique consensus distance @ E39B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.451


[E39B20 |  16128/50000 ( 32%) ] Loss: 0.7570 top1= 75.1420

=== Log global consensus distance @ E39B20 ===
consensus_distance=0.165



=== Log clique consensus distance @ E39B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.453


[E39B30 |  23808/50000 ( 48%) ] Loss: 0.7349 top1= 72.3011

=== Log global consensus distance @ E39B30 ===
consensus_distance=0.163



=== Log clique consensus distance @ E39B30 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.437


[E39B40 |  31488/50000 ( 63%) ] Loss: 0.7281 top1= 75.1420

=== Log global consensus distance @ E39B40 ===
consensus_distance=0.165



=== Log clique consensus distance @ E39B40 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.452


[E39B50 |  39168/50000 ( 78%) ] Loss: 0.7764 top1= 72.4432

=== Log global consensus distance @ E39B50 ===
consensus_distance=0.165



=== Log clique consensus distance @ E39B50 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.455


[E39B60 |  46848/50000 ( 94%) ] Loss: 0.7677 top1= 75.1420

=== Log global consensus distance @ E39B60 ===
consensus_distance=0.167



=== Log clique consensus distance @ E39B60 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.469



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9144 top1= 68.2893


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.9856 top1= 65.1643


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.0232 top1= 64.3530

Train epoch 40
[E40B0  |    768/50000 (  2%) ] Loss: 0.7725 top1= 71.8750

=== Log global consensus distance @ E40B0 ===
consensus_distance=0.165



=== Log clique consensus distance @ E40B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.460


[E40B10 |   8448/50000 ( 17%) ] Loss: 0.7929 top1= 74.0057

=== Log global consensus distance @ E40B10 ===
consensus_distance=0.161



=== Log clique consensus distance @ E40B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.447


[E40B20 |  16128/50000 ( 32%) ] Loss: 0.7654 top1= 74.2898

=== Log global consensus distance @ E40B20 ===
consensus_distance=0.165



=== Log clique consensus distance @ E40B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.458


[E40B30 |  23808/50000 ( 48%) ] Loss: 0.7659 top1= 74.5739

=== Log global consensus distance @ E40B30 ===
consensus_distance=0.164



=== Log clique consensus distance @ E40B30 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.450


[E40B40 |  31488/50000 ( 63%) ] Loss: 0.7427 top1= 74.5739

=== Log global consensus distance @ E40B40 ===
consensus_distance=0.167



=== Log clique consensus distance @ E40B40 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.458


[E40B50 |  39168/50000 ( 78%) ] Loss: 0.7783 top1= 72.1591

=== Log global consensus distance @ E40B50 ===
consensus_distance=0.167



=== Log clique consensus distance @ E40B50 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.463


[E40B60 |  46848/50000 ( 94%) ] Loss: 0.7735 top1= 77.1307

=== Log global consensus distance @ E40B60 ===
consensus_distance=0.171



=== Log clique consensus distance @ E40B60 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.482



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9190 top1= 68.2893


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.9886 top1= 65.1142


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.0400 top1= 64.2228

Train epoch 41
[E41B0  |    768/50000 (  2%) ] Loss: 0.7791 top1= 71.8750

=== Log global consensus distance @ E41B0 ===
consensus_distance=0.171



=== Log clique consensus distance @ E41B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.482


[E41B10 |   8448/50000 ( 17%) ] Loss: 0.7972 top1= 72.5852

=== Log global consensus distance @ E41B10 ===
consensus_distance=0.166



=== Log clique consensus distance @ E41B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.467


[E41B20 |  16128/50000 ( 32%) ] Loss: 0.7693 top1= 75.5682

=== Log global consensus distance @ E41B20 ===
consensus_distance=0.168



=== Log clique consensus distance @ E41B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.471


[E41B30 |  23808/50000 ( 48%) ] Loss: 0.7512 top1= 73.4375

=== Log global consensus distance @ E41B30 ===
consensus_distance=0.167



=== Log clique consensus distance @ E41B30 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.470


[E41B40 |  31488/50000 ( 63%) ] Loss: 0.7452 top1= 73.7216

=== Log global consensus distance @ E41B40 ===
consensus_distance=0.169



=== Log clique consensus distance @ E41B40 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.473


[E41B50 |  39168/50000 ( 78%) ] Loss: 0.8036 top1= 72.4432

=== Log global consensus distance @ E41B50 ===
consensus_distance=0.169



=== Log clique consensus distance @ E41B50 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.468


[E41B60 |  46848/50000 ( 94%) ] Loss: 0.7715 top1= 76.2784

=== Log global consensus distance @ E41B60 ===
consensus_distance=0.171



=== Log clique consensus distance @ E41B60 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.478



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9229 top1= 68.1290


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.9994 top1= 64.5232


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.0373 top1= 64.7736

Train epoch 42
[E42B0  |    768/50000 (  2%) ] Loss: 0.8061 top1= 72.3011

=== Log global consensus distance @ E42B0 ===
consensus_distance=0.169



=== Log clique consensus distance @ E42B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.476


[E42B10 |   8448/50000 ( 17%) ] Loss: 0.7498 top1= 75.5682

=== Log global consensus distance @ E42B10 ===
consensus_distance=0.167



=== Log clique consensus distance @ E42B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.471


[E42B20 |  16128/50000 ( 32%) ] Loss: 0.7537 top1= 74.0057

=== Log global consensus distance @ E42B20 ===
consensus_distance=0.170



=== Log clique consensus distance @ E42B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.481


[E42B30 |  23808/50000 ( 48%) ] Loss: 0.7540 top1= 73.5795

=== Log global consensus distance @ E42B30 ===
consensus_distance=0.168



=== Log clique consensus distance @ E42B30 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.469


[E42B40 |  31488/50000 ( 63%) ] Loss: 0.7208 top1= 73.1534

=== Log global consensus distance @ E42B40 ===
consensus_distance=0.171



=== Log clique consensus distance @ E42B40 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.475


[E42B50 |  39168/50000 ( 78%) ] Loss: 0.8031 top1= 72.7273

=== Log global consensus distance @ E42B50 ===
consensus_distance=0.171



=== Log clique consensus distance @ E42B50 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.478


[E42B60 |  46848/50000 ( 94%) ] Loss: 0.8099 top1= 74.4318

=== Log global consensus distance @ E42B60 ===
consensus_distance=0.172



=== Log clique consensus distance @ E42B60 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.485



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9258 top1= 67.9087


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.0342 top1= 63.7420


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.0306 top1= 64.3530

Train epoch 43
[E43B0  |    768/50000 (  2%) ] Loss: 0.8056 top1= 71.3068

=== Log global consensus distance @ E43B0 ===
consensus_distance=0.170



=== Log clique consensus distance @ E43B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.482


[E43B10 |   8448/50000 ( 17%) ] Loss: 0.7770 top1= 74.1477

=== Log global consensus distance @ E43B10 ===
consensus_distance=0.167



=== Log clique consensus distance @ E43B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.472


[E43B20 |  16128/50000 ( 32%) ] Loss: 0.7354 top1= 76.9886

=== Log global consensus distance @ E43B20 ===
consensus_distance=0.169



=== Log clique consensus distance @ E43B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.480


[E43B30 |  23808/50000 ( 48%) ] Loss: 0.7328 top1= 74.0057

=== Log global consensus distance @ E43B30 ===
consensus_distance=0.168



=== Log clique consensus distance @ E43B30 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.471


[E43B40 |  31488/50000 ( 63%) ] Loss: 0.7001 top1= 76.1364

=== Log global consensus distance @ E43B40 ===
consensus_distance=0.171



=== Log clique consensus distance @ E43B40 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.473


[E43B50 |  39168/50000 ( 78%) ] Loss: 0.7737 top1= 71.7330

=== Log global consensus distance @ E43B50 ===
consensus_distance=0.171



=== Log clique consensus distance @ E43B50 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.474


[E43B60 |  46848/50000 ( 94%) ] Loss: 0.7895 top1= 74.1477

=== Log global consensus distance @ E43B60 ===
consensus_distance=0.174



=== Log clique consensus distance @ E43B60 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.494



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9460 top1= 67.4679


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.9838 top1= 65.2744


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.0713 top1= 63.7821

Train epoch 44
[E44B0  |    768/50000 (  2%) ] Loss: 0.8058 top1= 72.0170

=== Log global consensus distance @ E44B0 ===
consensus_distance=0.173



=== Log clique consensus distance @ E44B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.496


[E44B10 |   8448/50000 ( 17%) ] Loss: 0.7534 top1= 75.0000

=== Log global consensus distance @ E44B10 ===
consensus_distance=0.171



=== Log clique consensus distance @ E44B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.485


[E44B20 |  16128/50000 ( 32%) ] Loss: 0.7465 top1= 74.8580

=== Log global consensus distance @ E44B20 ===
consensus_distance=0.170



=== Log clique consensus distance @ E44B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.484


[E44B30 |  23808/50000 ( 48%) ] Loss: 0.7608 top1= 73.4375

=== Log global consensus distance @ E44B30 ===
consensus_distance=0.167



=== Log clique consensus distance @ E44B30 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.472


[E44B40 |  31488/50000 ( 63%) ] Loss: 0.7525 top1= 73.2955

=== Log global consensus distance @ E44B40 ===
consensus_distance=0.172



=== Log clique consensus distance @ E44B40 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.488


[E44B50 |  39168/50000 ( 78%) ] Loss: 0.7527 top1= 74.4318

=== Log global consensus distance @ E44B50 ===
consensus_distance=0.174



=== Log clique consensus distance @ E44B50 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.487


[E44B60 |  46848/50000 ( 94%) ] Loss: 0.7318 top1= 75.5682

=== Log global consensus distance @ E44B60 ===
consensus_distance=0.176



=== Log clique consensus distance @ E44B60 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.498



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9412 top1= 67.5581


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.9826 top1= 65.5449


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.0507 top1= 64.1326

Train epoch 45
[E45B0  |    768/50000 (  2%) ] Loss: 0.7925 top1= 71.5909

=== Log global consensus distance @ E45B0 ===
consensus_distance=0.173



=== Log clique consensus distance @ E45B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.488


[E45B10 |   8448/50000 ( 17%) ] Loss: 0.7432 top1= 76.2784

=== Log global consensus distance @ E45B10 ===
consensus_distance=0.169



=== Log clique consensus distance @ E45B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.476


[E45B20 |  16128/50000 ( 32%) ] Loss: 0.7626 top1= 75.1420

=== Log global consensus distance @ E45B20 ===
consensus_distance=0.170



=== Log clique consensus distance @ E45B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.482


[E45B30 |  23808/50000 ( 48%) ] Loss: 0.7598 top1= 75.9943

=== Log global consensus distance @ E45B30 ===
consensus_distance=0.167



=== Log clique consensus distance @ E45B30 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.473


[E45B40 |  31488/50000 ( 63%) ] Loss: 0.7183 top1= 75.4261

=== Log global consensus distance @ E45B40 ===
consensus_distance=0.171



=== Log clique consensus distance @ E45B40 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.484


[E45B50 |  39168/50000 ( 78%) ] Loss: 0.7613 top1= 72.4432

=== Log global consensus distance @ E45B50 ===
consensus_distance=0.171



=== Log clique consensus distance @ E45B50 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.480


[E45B60 |  46848/50000 ( 94%) ] Loss: 0.7788 top1= 75.7102

=== Log global consensus distance @ E45B60 ===
consensus_distance=0.175



=== Log clique consensus distance @ E45B60 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.490



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9182 top1= 68.4295


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.0154 top1= 64.1727


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.0244 top1= 64.6635

Train epoch 46
[E46B0  |    768/50000 (  2%) ] Loss: 0.8068 top1= 71.4489

=== Log global consensus distance @ E46B0 ===
consensus_distance=0.172



=== Log clique consensus distance @ E46B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.485


[E46B10 |   8448/50000 ( 17%) ] Loss: 0.7582 top1= 74.2898

=== Log global consensus distance @ E46B10 ===
consensus_distance=0.170



=== Log clique consensus distance @ E46B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.479


[E46B20 |  16128/50000 ( 32%) ] Loss: 0.7579 top1= 75.8523

=== Log global consensus distance @ E46B20 ===
consensus_distance=0.171



=== Log clique consensus distance @ E46B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.478


[E46B30 |  23808/50000 ( 48%) ] Loss: 0.7399 top1= 74.7159

=== Log global consensus distance @ E46B30 ===
consensus_distance=0.164



=== Log clique consensus distance @ E46B30 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.462


[E46B40 |  31488/50000 ( 63%) ] Loss: 0.7141 top1= 75.7102

=== Log global consensus distance @ E46B40 ===
consensus_distance=0.168



=== Log clique consensus distance @ E46B40 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.471


[E46B50 |  39168/50000 ( 78%) ] Loss: 0.7617 top1= 74.2898

=== Log global consensus distance @ E46B50 ===
consensus_distance=0.166



=== Log clique consensus distance @ E46B50 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.468


[E46B60 |  46848/50000 ( 94%) ] Loss: 0.7571 top1= 74.7159

=== Log global consensus distance @ E46B60 ===
consensus_distance=0.171



=== Log clique consensus distance @ E46B60 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.479



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9191 top1= 68.3694


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.9995 top1= 64.8037


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.0213 top1= 64.8638

Train epoch 47
[E47B0  |    768/50000 (  2%) ] Loss: 0.8066 top1= 71.8750

=== Log global consensus distance @ E47B0 ===
consensus_distance=0.171



=== Log clique consensus distance @ E47B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.479


[E47B10 |   8448/50000 ( 17%) ] Loss: 0.7347 top1= 76.7045

=== Log global consensus distance @ E47B10 ===
consensus_distance=0.168



=== Log clique consensus distance @ E47B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.473


[E47B20 |  16128/50000 ( 32%) ] Loss: 0.7452 top1= 76.2784

=== Log global consensus distance @ E47B20 ===
consensus_distance=0.170



=== Log clique consensus distance @ E47B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.478


[E47B30 |  23808/50000 ( 48%) ] Loss: 0.7501 top1= 74.4318

=== Log global consensus distance @ E47B30 ===
consensus_distance=0.166



=== Log clique consensus distance @ E47B30 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.471


[E47B40 |  31488/50000 ( 63%) ] Loss: 0.6895 top1= 75.7102

=== Log global consensus distance @ E47B40 ===
consensus_distance=0.167



=== Log clique consensus distance @ E47B40 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.469


[E47B50 |  39168/50000 ( 78%) ] Loss: 0.7568 top1= 74.8580

=== Log global consensus distance @ E47B50 ===
consensus_distance=0.168



=== Log clique consensus distance @ E47B50 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.472


[E47B60 |  46848/50000 ( 94%) ] Loss: 0.7199 top1= 76.2784

=== Log global consensus distance @ E47B60 ===
consensus_distance=0.173



=== Log clique consensus distance @ E47B60 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.489



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9277 top1= 67.9888


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.9594 top1= 66.4964


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.0692 top1= 63.5417

Train epoch 48
[E48B0  |    768/50000 (  2%) ] Loss: 0.8030 top1= 71.3068

=== Log global consensus distance @ E48B0 ===
consensus_distance=0.172



=== Log clique consensus distance @ E48B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.487


[E48B10 |   8448/50000 ( 17%) ] Loss: 0.7485 top1= 74.5739

=== Log global consensus distance @ E48B10 ===
consensus_distance=0.169



=== Log clique consensus distance @ E48B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.483


[E48B20 |  16128/50000 ( 32%) ] Loss: 0.7497 top1= 74.1477

=== Log global consensus distance @ E48B20 ===
consensus_distance=0.173



=== Log clique consensus distance @ E48B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.491


[E48B30 |  23808/50000 ( 48%) ] Loss: 0.7373 top1= 75.2841

=== Log global consensus distance @ E48B30 ===
consensus_distance=0.170



=== Log clique consensus distance @ E48B30 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.486


[E48B40 |  31488/50000 ( 63%) ] Loss: 0.7001 top1= 75.5682

=== Log global consensus distance @ E48B40 ===
consensus_distance=0.171



=== Log clique consensus distance @ E48B40 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.493


[E48B50 |  39168/50000 ( 78%) ] Loss: 0.7581 top1= 73.5795

=== Log global consensus distance @ E48B50 ===
consensus_distance=0.173



=== Log clique consensus distance @ E48B50 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.494


[E48B60 |  46848/50000 ( 94%) ] Loss: 0.7674 top1= 75.0000

=== Log global consensus distance @ E48B60 ===
consensus_distance=0.180



=== Log clique consensus distance @ E48B60 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.513



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9322 top1= 68.2993


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.9915 top1= 65.1542


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.0442 top1= 64.2728

Train epoch 49
[E49B0  |    768/50000 (  2%) ] Loss: 0.8057 top1= 71.8750

=== Log global consensus distance @ E49B0 ===
consensus_distance=0.178



=== Log clique consensus distance @ E49B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.509


[E49B10 |   8448/50000 ( 17%) ] Loss: 0.7532 top1= 75.2841

=== Log global consensus distance @ E49B10 ===
consensus_distance=0.173



=== Log clique consensus distance @ E49B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.490


[E49B20 |  16128/50000 ( 32%) ] Loss: 0.7572 top1= 75.4261

=== Log global consensus distance @ E49B20 ===
consensus_distance=0.173



=== Log clique consensus distance @ E49B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.487


[E49B30 |  23808/50000 ( 48%) ] Loss: 0.7440 top1= 75.8523

=== Log global consensus distance @ E49B30 ===
consensus_distance=0.171



=== Log clique consensus distance @ E49B30 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.487


[E49B40 |  31488/50000 ( 63%) ] Loss: 0.6997 top1= 75.1420

=== Log global consensus distance @ E49B40 ===
consensus_distance=0.172



=== Log clique consensus distance @ E49B40 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.496


[E49B50 |  39168/50000 ( 78%) ] Loss: 0.7806 top1= 72.7273

=== Log global consensus distance @ E49B50 ===
consensus_distance=0.173



=== Log clique consensus distance @ E49B50 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.496


[E49B60 |  46848/50000 ( 94%) ] Loss: 0.7734 top1= 75.0000

=== Log global consensus distance @ E49B60 ===
consensus_distance=0.178



=== Log clique consensus distance @ E49B60 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.511



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9211 top1= 68.2091


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.9759 top1= 65.3946


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.0679 top1= 63.2712

Train epoch 50
[E50B0  |    768/50000 (  2%) ] Loss: 0.7853 top1= 72.0170

=== Log global consensus distance @ E50B0 ===
consensus_distance=0.179



=== Log clique consensus distance @ E50B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.513


[E50B10 |   8448/50000 ( 17%) ] Loss: 0.7497 top1= 76.2784

=== Log global consensus distance @ E50B10 ===
consensus_distance=0.174



=== Log clique consensus distance @ E50B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.498


[E50B20 |  16128/50000 ( 32%) ] Loss: 0.7408 top1= 74.8580

=== Log global consensus distance @ E50B20 ===
consensus_distance=0.172



=== Log clique consensus distance @ E50B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.490


[E50B30 |  23808/50000 ( 48%) ] Loss: 0.6995 top1= 75.4261

=== Log global consensus distance @ E50B30 ===
consensus_distance=0.169



=== Log clique consensus distance @ E50B30 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.482


[E50B40 |  31488/50000 ( 63%) ] Loss: 0.7238 top1= 73.1534

=== Log global consensus distance @ E50B40 ===
consensus_distance=0.172



=== Log clique consensus distance @ E50B40 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.490


[E50B50 |  39168/50000 ( 78%) ] Loss: 0.7361 top1= 75.5682

=== Log global consensus distance @ E50B50 ===
consensus_distance=0.174



=== Log clique consensus distance @ E50B50 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.493


[E50B60 |  46848/50000 ( 94%) ] Loss: 0.7728 top1= 75.1420

=== Log global consensus distance @ E50B60 ===
consensus_distance=0.178



=== Log clique consensus distance @ E50B60 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.513



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9169 top1= 68.4896


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.9546 top1= 66.0457


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.0378 top1= 64.0425

Train epoch 51
[E51B0  |    768/50000 (  2%) ] Loss: 0.7935 top1= 72.7273

=== Log global consensus distance @ E51B0 ===
consensus_distance=0.176



=== Log clique consensus distance @ E51B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.511


[E51B10 |   8448/50000 ( 17%) ] Loss: 0.7293 top1= 75.1420

=== Log global consensus distance @ E51B10 ===
consensus_distance=0.176



=== Log clique consensus distance @ E51B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.507


[E51B20 |  16128/50000 ( 32%) ] Loss: 0.7192 top1= 75.9943

=== Log global consensus distance @ E51B20 ===
consensus_distance=0.177



=== Log clique consensus distance @ E51B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.505


[E51B30 |  23808/50000 ( 48%) ] Loss: 0.6973 top1= 76.7045

=== Log global consensus distance @ E51B30 ===
consensus_distance=0.172



=== Log clique consensus distance @ E51B30 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.492


[E51B40 |  31488/50000 ( 63%) ] Loss: 0.7163 top1= 75.4261

=== Log global consensus distance @ E51B40 ===
consensus_distance=0.171



=== Log clique consensus distance @ E51B40 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.498


[E51B50 |  39168/50000 ( 78%) ] Loss: 0.7714 top1= 73.7216

=== Log global consensus distance @ E51B50 ===
consensus_distance=0.178



=== Log clique consensus distance @ E51B50 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.510


[E51B60 |  46848/50000 ( 94%) ] Loss: 0.8017 top1= 73.7216

=== Log global consensus distance @ E51B60 ===
consensus_distance=0.184



=== Log clique consensus distance @ E51B60 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=0.527



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9349 top1= 67.8385


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.9687 top1= 65.9555


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.0570 top1= 63.6218

Train epoch 52
[E52B0  |    768/50000 (  2%) ] Loss: 0.7955 top1= 71.7330

=== Log global consensus distance @ E52B0 ===
consensus_distance=0.180



=== Log clique consensus distance @ E52B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.523


[E52B10 |   8448/50000 ( 17%) ] Loss: 0.7496 top1= 76.1364

=== Log global consensus distance @ E52B10 ===
consensus_distance=0.175



=== Log clique consensus distance @ E52B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.504


[E52B20 |  16128/50000 ( 32%) ] Loss: 0.7495 top1= 74.2898

=== Log global consensus distance @ E52B20 ===
consensus_distance=0.174



=== Log clique consensus distance @ E52B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.501


[E52B30 |  23808/50000 ( 48%) ] Loss: 0.6964 top1= 75.0000

=== Log global consensus distance @ E52B30 ===
consensus_distance=0.170



=== Log clique consensus distance @ E52B30 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.489


[E52B40 |  31488/50000 ( 63%) ] Loss: 0.7020 top1= 75.1420

=== Log global consensus distance @ E52B40 ===
consensus_distance=0.170



=== Log clique consensus distance @ E52B40 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.491


[E52B50 |  39168/50000 ( 78%) ] Loss: 0.7517 top1= 74.8580

=== Log global consensus distance @ E52B50 ===
consensus_distance=0.172



=== Log clique consensus distance @ E52B50 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.493


[E52B60 |  46848/50000 ( 94%) ] Loss: 0.7911 top1= 73.5795

=== Log global consensus distance @ E52B60 ===
consensus_distance=0.179



=== Log clique consensus distance @ E52B60 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.519



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9228 top1= 68.2091


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.9550 top1= 66.3962


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.0620 top1= 63.7320

Train epoch 53
[E53B0  |    768/50000 (  2%) ] Loss: 0.8160 top1= 72.3011

=== Log global consensus distance @ E53B0 ===
consensus_distance=0.180



=== Log clique consensus distance @ E53B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.522


[E53B10 |   8448/50000 ( 17%) ] Loss: 0.7726 top1= 74.8580

=== Log global consensus distance @ E53B10 ===
consensus_distance=0.178



=== Log clique consensus distance @ E53B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.516


[E53B20 |  16128/50000 ( 32%) ] Loss: 0.7269 top1= 76.4205

=== Log global consensus distance @ E53B20 ===
consensus_distance=0.177



=== Log clique consensus distance @ E53B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.512


[E53B30 |  23808/50000 ( 48%) ] Loss: 0.7169 top1= 75.0000

=== Log global consensus distance @ E53B30 ===
consensus_distance=0.172



=== Log clique consensus distance @ E53B30 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.491


[E53B40 |  31488/50000 ( 63%) ] Loss: 0.7353 top1= 75.1420

=== Log global consensus distance @ E53B40 ===
consensus_distance=0.172



=== Log clique consensus distance @ E53B40 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.498


[E53B50 |  39168/50000 ( 78%) ] Loss: 0.7742 top1= 72.7273

=== Log global consensus distance @ E53B50 ===
consensus_distance=0.173



=== Log clique consensus distance @ E53B50 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.501


[E53B60 |  46848/50000 ( 94%) ] Loss: 0.7504 top1= 74.7159

=== Log global consensus distance @ E53B60 ===
consensus_distance=0.179



=== Log clique consensus distance @ E53B60 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.521



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9248 top1= 68.5697


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.9723 top1= 66.1458


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.0839 top1= 63.4415

Train epoch 54
[E54B0  |    768/50000 (  2%) ] Loss: 0.7783 top1= 72.5852

=== Log global consensus distance @ E54B0 ===
consensus_distance=0.180



=== Log clique consensus distance @ E54B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.522


[E54B10 |   8448/50000 ( 17%) ] Loss: 0.7804 top1= 75.9943

=== Log global consensus distance @ E54B10 ===
consensus_distance=0.177



=== Log clique consensus distance @ E54B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.514


[E54B20 |  16128/50000 ( 32%) ] Loss: 0.7309 top1= 75.8523

=== Log global consensus distance @ E54B20 ===
consensus_distance=0.179



=== Log clique consensus distance @ E54B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.515


[E54B30 |  23808/50000 ( 48%) ] Loss: 0.7200 top1= 75.1420

=== Log global consensus distance @ E54B30 ===
consensus_distance=0.174



=== Log clique consensus distance @ E54B30 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.500


[E54B40 |  31488/50000 ( 63%) ] Loss: 0.7325 top1= 74.8580

=== Log global consensus distance @ E54B40 ===
consensus_distance=0.174



=== Log clique consensus distance @ E54B40 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.501


[E54B50 |  39168/50000 ( 78%) ] Loss: 0.7537 top1= 75.9943

=== Log global consensus distance @ E54B50 ===
consensus_distance=0.174



=== Log clique consensus distance @ E54B50 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.501


[E54B60 |  46848/50000 ( 94%) ] Loss: 0.7490 top1= 74.7159

=== Log global consensus distance @ E54B60 ===
consensus_distance=0.179



=== Log clique consensus distance @ E54B60 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.520



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9360 top1= 68.1691


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.9686 top1= 66.0357


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.0791 top1= 63.3213

Train epoch 55
[E55B0  |    768/50000 (  2%) ] Loss: 0.8235 top1= 70.8807

=== Log global consensus distance @ E55B0 ===
consensus_distance=0.179



=== Log clique consensus distance @ E55B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.521


[E55B10 |   8448/50000 ( 17%) ] Loss: 0.7478 top1= 75.2841

=== Log global consensus distance @ E55B10 ===
consensus_distance=0.174



=== Log clique consensus distance @ E55B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.504


[E55B20 |  16128/50000 ( 32%) ] Loss: 0.7700 top1= 75.7102

=== Log global consensus distance @ E55B20 ===
consensus_distance=0.177



=== Log clique consensus distance @ E55B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.515


[E55B30 |  23808/50000 ( 48%) ] Loss: 0.7452 top1= 74.0057

=== Log global consensus distance @ E55B30 ===
consensus_distance=0.176



=== Log clique consensus distance @ E55B30 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.511


[E55B40 |  31488/50000 ( 63%) ] Loss: 0.7116 top1= 75.7102

=== Log global consensus distance @ E55B40 ===
consensus_distance=0.177



=== Log clique consensus distance @ E55B40 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.518


[E55B50 |  39168/50000 ( 78%) ] Loss: 0.7433 top1= 75.1420

=== Log global consensus distance @ E55B50 ===
consensus_distance=0.177



=== Log clique consensus distance @ E55B50 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.515


[E55B60 |  46848/50000 ( 94%) ] Loss: 0.7615 top1= 75.0000

=== Log global consensus distance @ E55B60 ===
consensus_distance=0.183



=== Log clique consensus distance @ E55B60 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.535



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9205 top1= 68.4896


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.9755 top1= 65.7552


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.0827 top1= 62.9607

Train epoch 56
[E56B0  |    768/50000 (  2%) ] Loss: 0.7928 top1= 71.4489

=== Log global consensus distance @ E56B0 ===
consensus_distance=0.181



=== Log clique consensus distance @ E56B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.533


[E56B10 |   8448/50000 ( 17%) ] Loss: 0.7722 top1= 73.8636

=== Log global consensus distance @ E56B10 ===
consensus_distance=0.177



=== Log clique consensus distance @ E56B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.520


[E56B20 |  16128/50000 ( 32%) ] Loss: 0.7589 top1= 75.1420

=== Log global consensus distance @ E56B20 ===
consensus_distance=0.176



=== Log clique consensus distance @ E56B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.510


[E56B30 |  23808/50000 ( 48%) ] Loss: 0.7261 top1= 74.7159

=== Log global consensus distance @ E56B30 ===
consensus_distance=0.172



=== Log clique consensus distance @ E56B30 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.496


[E56B40 |  31488/50000 ( 63%) ] Loss: 0.7266 top1= 74.7159

=== Log global consensus distance @ E56B40 ===
consensus_distance=0.177



=== Log clique consensus distance @ E56B40 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.508


[E56B50 |  39168/50000 ( 78%) ] Loss: 0.7468 top1= 74.8580

=== Log global consensus distance @ E56B50 ===
consensus_distance=0.175



=== Log clique consensus distance @ E56B50 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.504


[E56B60 |  46848/50000 ( 94%) ] Loss: 0.7633 top1= 73.8636

=== Log global consensus distance @ E56B60 ===
consensus_distance=0.178



=== Log clique consensus distance @ E56B60 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.519



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9154 top1= 68.6699


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.9600 top1= 65.9455


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.0360 top1= 64.6534

Train epoch 57
[E57B0  |    768/50000 (  2%) ] Loss: 0.7944 top1= 72.0170

=== Log global consensus distance @ E57B0 ===
consensus_distance=0.177



=== Log clique consensus distance @ E57B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.517


[E57B10 |   8448/50000 ( 17%) ] Loss: 0.7699 top1= 74.2898

=== Log global consensus distance @ E57B10 ===
consensus_distance=0.174



=== Log clique consensus distance @ E57B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.508


[E57B20 |  16128/50000 ( 32%) ] Loss: 0.7204 top1= 75.5682

=== Log global consensus distance @ E57B20 ===
consensus_distance=0.175



=== Log clique consensus distance @ E57B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.512


[E57B30 |  23808/50000 ( 48%) ] Loss: 0.7407 top1= 73.4375

=== Log global consensus distance @ E57B30 ===
consensus_distance=0.175



=== Log clique consensus distance @ E57B30 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.512


[E57B40 |  31488/50000 ( 63%) ] Loss: 0.7108 top1= 74.7159

=== Log global consensus distance @ E57B40 ===
consensus_distance=0.178



=== Log clique consensus distance @ E57B40 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.519


[E57B50 |  39168/50000 ( 78%) ] Loss: 0.7501 top1= 74.8580

=== Log global consensus distance @ E57B50 ===
consensus_distance=0.178



=== Log clique consensus distance @ E57B50 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.520


[E57B60 |  46848/50000 ( 94%) ] Loss: 0.7665 top1= 75.4261

=== Log global consensus distance @ E57B60 ===
consensus_distance=0.184



=== Log clique consensus distance @ E57B60 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.538



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9177 top1= 68.4896


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.9762 top1= 65.5349


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.0659 top1= 64.1426

Train epoch 58
[E58B0  |    768/50000 (  2%) ] Loss: 0.7991 top1= 73.0114

=== Log global consensus distance @ E58B0 ===
consensus_distance=0.183



=== Log clique consensus distance @ E58B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.539


[E58B10 |   8448/50000 ( 17%) ] Loss: 0.7447 top1= 76.8466

=== Log global consensus distance @ E58B10 ===
consensus_distance=0.178



=== Log clique consensus distance @ E58B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.516


[E58B20 |  16128/50000 ( 32%) ] Loss: 0.7533 top1= 73.8636

=== Log global consensus distance @ E58B20 ===
consensus_distance=0.177



=== Log clique consensus distance @ E58B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.515


[E58B30 |  23808/50000 ( 48%) ] Loss: 0.7428 top1= 73.5795

=== Log global consensus distance @ E58B30 ===
consensus_distance=0.174



=== Log clique consensus distance @ E58B30 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.504


[E58B40 |  31488/50000 ( 63%) ] Loss: 0.6872 top1= 76.1364

=== Log global consensus distance @ E58B40 ===
consensus_distance=0.176



=== Log clique consensus distance @ E58B40 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.517


[E58B50 |  39168/50000 ( 78%) ] Loss: 0.7250 top1= 75.9943

=== Log global consensus distance @ E58B50 ===
consensus_distance=0.178



=== Log clique consensus distance @ E58B50 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.520


[E58B60 |  46848/50000 ( 94%) ] Loss: 0.7554 top1= 75.5682

=== Log global consensus distance @ E58B60 ===
consensus_distance=0.186



=== Log clique consensus distance @ E58B60 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.545



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9225 top1= 68.7400


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.9847 top1= 65.1142


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.0451 top1= 64.1627

Train epoch 59
[E59B0  |    768/50000 (  2%) ] Loss: 0.7903 top1= 72.0170

=== Log global consensus distance @ E59B0 ===
consensus_distance=0.186



=== Log clique consensus distance @ E59B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.547


[E59B10 |   8448/50000 ( 17%) ] Loss: 0.7580 top1= 74.8580

=== Log global consensus distance @ E59B10 ===
consensus_distance=0.181



=== Log clique consensus distance @ E59B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.529


[E59B20 |  16128/50000 ( 32%) ] Loss: 0.7546 top1= 73.2955

=== Log global consensus distance @ E59B20 ===
consensus_distance=0.181



=== Log clique consensus distance @ E59B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.530


[E59B30 |  23808/50000 ( 48%) ] Loss: 0.7464 top1= 73.5795

=== Log global consensus distance @ E59B30 ===
consensus_distance=0.178



=== Log clique consensus distance @ E59B30 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.520


[E59B40 |  31488/50000 ( 63%) ] Loss: 0.7236 top1= 74.4318

=== Log global consensus distance @ E59B40 ===
consensus_distance=0.179



=== Log clique consensus distance @ E59B40 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.528


[E59B50 |  39168/50000 ( 78%) ] Loss: 0.7441 top1= 75.4261

=== Log global consensus distance @ E59B50 ===
consensus_distance=0.182



=== Log clique consensus distance @ E59B50 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.534


[E59B60 |  46848/50000 ( 94%) ] Loss: 0.8345 top1= 73.0114

=== Log global consensus distance @ E59B60 ===
consensus_distance=0.186



=== Log clique consensus distance @ E59B60 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.557



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9126 top1= 68.7800


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.9742 top1= 65.6450


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.0561 top1= 64.0525

Train epoch 60
[E60B0  |    768/50000 (  2%) ] Loss: 0.7929 top1= 72.5852

=== Log global consensus distance @ E60B0 ===
consensus_distance=0.187



=== Log clique consensus distance @ E60B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.560


