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Improve efficiency of _extract_patches function #53

@runame

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@runame

We might be able to implement _extract_patches more efficiently for some special cases, e.g.

  • when dilation=1, we can look into using something like the im2col_2d function in ASDL (if indeed faster);
  • when using KFAC-reduce, we should be using Felix's implementation in einconv, see the corresponding paper.

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