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Xarray GPU optimization #771

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Merged
merged 90 commits into from
Jul 9, 2025
Merged

Xarray GPU optimization #771

merged 90 commits into from
Jul 9, 2025

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negin513
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@negin513 negin513 commented May 1, 2025

Contributors: @negin513, @weiji14 , @TomAugspurger , @maxrjoes, @akshaysubr, @kafitzgerald

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@negin513 is attempting to deploy a commit to the xarray Team on Vercel.

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@TomAugspurger TomAugspurger left a comment

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Thanks for writing this up!

- name: Katelyn Fitzgerald
github: kafitzgerald

summary: 'How to accelerate AI/ML workflows in Earth Sciences with GPU-native Xarray and Zarr.'
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Can we make this more direct? "X% speedup" or "XMBps throughput"?

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Added ~17X all in all improvement!💪💪💪

@negin513
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negin513 commented Jul 9, 2025

Hey folks, I think I have addressed all comments & added all the plots, if either one of you can review this: all in all +DALI +nvcomp ~17x improvement... 💪

@dcherian
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dcherian commented Jul 9, 2025

merging in time for a scipy talk!

@dcherian dcherian merged commit 98e30f0 into xarray-contrib:main Jul 9, 2025
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6 participants