Network Pruning on CNN
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How can I perform network pruning, using prune function on CNN's?
I want to use it on alexnet
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Anshika Chaurasia
2021-11-6
0 个投票
Hi,
You can refer to following example about pruning deep learning network:
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Katja Mogalle
2022-5-18
0 个投票
Hi
There is a new pruning feature in R2022a that let's you prune whole filters in 2D convolution layers. By removing unimportant filters in the network, the memory footprint of the network reduces and inference get's faster.
- Prune Image Classification Network Using Taylor Scores
- Prune Filters in a Detection Network Using Taylor Scores
Hope this helps.
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