Network Pruning on CNN

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Shaw
Shaw on 3 Nov 2021
Answered: Katja Mogalle on 18 May 2022 at 9:16
How can I perform network pruning, using prune function on CNN's?
I want to use it on alexnet

Accepted Answer

Anshika Chaurasia
Anshika Chaurasia on 6 Nov 2021
Hi,
You can refer to following example about pruning deep learning network:

More Answers (1)

Katja Mogalle
Katja Mogalle on 18 May 2022 at 9:16
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.
See taylorPrunableNetwork doc page for more information. There are also two examples:
Hope this helps.

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R2021b

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