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he-y / soft-filter-pruning

Soft Filter Pruning for Accelerating Deep Convolutional Neural Networks
https://arxiv.org/abs/1808.06866
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Just train from scratch with the pruning rate #15

Closed ShoufaChen closed 4 years ago

ShoufaChen commented 4 years ago

Hi He Yang,

Thanks for your contribution of the paper and code.

I wonder have you ever do such a experiment:

multiply every convolution layers of ResNet with the pruning rate (e.g. 0.7) and then train the squeezed model from scratch on ImageNet ?

Thanks.

he-y commented 4 years ago

I have not done the experiment. But you can take a look at this paper.

ShoufaChen commented 4 years ago

thank you for your quick reply :)