> For the complete documentation index, see [llms.txt](https://lwang010.gitbook.io/longw/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://lwang010.gitbook.io/longw/mlops/chap-7.-prototype-development/speed-up-the-pipeline/efficient-interpolation.md).

# Efficient Interpolation

Bi-cubic is a good one. I work with large 3D medical datasets, and for speed reasons, I use Catmull-Rom, which is performing slightly less than bi-cubic but is much faster.