HNorderhus / cracksense

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Research Pruning Methods #2

Closed HNorderhus closed 1 year ago

HNorderhus commented 1 year ago

After a super quick research, one library seems to be https://github.com/open-mmlab/mmrazor. Check for other

ben-z-original commented 1 year ago

Try to find relevant literature (frequently cited, CVPR, etc.).

~1 Day with substantial depth!

ben-z-original commented 1 year ago

Apparently PyTorch provides some built-in functions for pruning. That might also give a coarse overview of general pruning approaches. I only skimmed; there seem to be local and global pruning techniques: https://pytorch.org/tutorials/intermediate/pruning_tutorial.html

There might be good for the implementation part, see the respective issue.