Structured vs Unstructured Pruning

TensorFlow General Discussion
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1

Hello,

As I was trying to run the tutoriel to prune a model (Model Pruning in Tensroflow) I saw that there was a different section to run the structured pruning (structured pruning).
Does that mean that in the other sections with the tutorials (like this one) they use unsturctured pruning ?

Thank you for answering me, and have a nice day!

3

Any answer on what type of pruning is exactly used in the Comprehensive Guide ??

5

HI

Yes, In general you will use unstructured pruning by default, unless you set `‘block_size’ in pruning_params.

1 Like
6

Hello,
Thank you so much for your answer.