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Upgrade: EME Algorithm Vectorization #16

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hammy4815 opened this issue Jun 20, 2022 · 1 comment
Open

Upgrade: EME Algorithm Vectorization #16

hammy4815 opened this issue Jun 20, 2022 · 1 comment
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enhancement New feature or request

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@hammy4815
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Currently the mode overlaps are computed with vectorized numpy matrix inner products. However, various modes and various layers are accessed via lots of loops (literal while and for loops). There could be some speed improvements if we vectorize the entire process. Or conditional vectorization based on the optical resolution of each 2d grid. If it's super dense, vectorizing across modes as well may require too much memory.
@hammy4815 hammy4815 added the enhancement New feature or request label Jun 20, 2022
@hammy4815
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I've completed the vectorization, currently on new branch testing changes before merge

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