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I wanted to be able to do things with the per-module flops data, so I wrote a little function to store them. To use it, I had to add a patch to be able to run my function through model.apply() before calculate_flops() removed all the data. Hopefully you find this useful too.
(I also cleaned up a bit and added the pyproject.toml so I could install from my repo)