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Model Zoo

JingLiu95 edited this page May 17, 2019 · 7 revisions

DCP Model Zoo

1. Models on CIFAR-10

Model Top-1 Error
resnet-56-pretrained 6.26
resnet-56-pruned0.5 6.47
vgg-19-pruned0.3 5.80

2. Models on ILSVRC-12

Model Top-1 Error Top-5 Error
resnet-18-pruned0.3 30.79 11.14
resnet-18-pruned0.5 32.65 12.40
resnet-18-pruned0.7 35.88 14.32
resnet-50-pruned0.3 23.60 6.93
resnet-50-pruned0.5 25.05 7.68
resnet-50-pruned0.7 27.25 8.87
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