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Network Pruning on CNN

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Shaw el 3 de Nov. de 2021
Respondida: Katja Mogalle el 18 de Mayo de 2022
How can I perform network pruning, using prune function on CNN's?
I want to use it on alexnet

Respuesta aceptada

Anshika Chaurasia
Anshika Chaurasia el 6 de Nov. de 2021
You can refer to following example about pruning deep learning network:

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Katja Mogalle
Katja Mogalle el 18 de Mayo de 2022
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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