Network Pruning on CNN

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Shaw
Shaw 2021-11-3
回答： Katja Mogalle 2022-5-18
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
Anshika Chaurasia 2021-11-6
Hi,
You can refer to following example about pruning deep learning network:
Parameter Pruning and Quantization of Image Classification Network - MATLAB & Simulink (mathworks.com)

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Katja Mogalle
Katja Mogalle 2022-5-18
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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