[IDEA] Calculate Tiler overhead and create benchmarking scripts

the-lay / tiler

N-dimensional NumPy array tiling and merging with overlapping, padding and tapering

https://the-lay.github.io/tiler/

MIT License

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[IDEA] Calculate Tiler overhead and create benchmarking scripts #10

Open the-lay opened 2 years ago

the-lay commented 2 years ago

Is your feature request related to a problem? Please describe. It is unclear how big is Tiler/Merger overhead, both in performance and memory usage. We should also create benchmarking scripts to compare how Tiler stands with other tiling/merging tools mentioned in the readme.

P.S. Baseline should probably be numpy's sliding window trick, numpy.lib.stride_tricks.sliding_window_view. It's returning just views