Network Pruning on CNN
6 views (last 30 days)
Show older comments
How can I perform network pruning, using prune function on CNN's?
I want to use it on alexnet
0 Comments
Accepted Answer
Anshika Chaurasia
on 6 Nov 2021
Hi,
You can refer to following example about pruning deep learning network:
0 Comments
More Answers (1)
Katja Mogalle
on 18 May 2022
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.
0 Comments
See Also
Categories
Find more on Image Data Workflows in Help Center and File Exchange
Community Treasure Hunt
Find the treasures in MATLAB Central and discover how the community can help you!
Start Hunting!