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Compare some PyTorch models against corresponding JAX models in the suite #345

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zou3519 opened this issue Apr 7, 2021 · 0 comments
Open

Compare some PyTorch models against corresponding JAX models in the suite #345

zou3519 opened this issue Apr 7, 2021 · 0 comments

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@zou3519
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zou3519 commented Apr 7, 2021 •
edited

This was brought up by @bertmaher offline, I am just writing an issue for it. It would be nice if we could have a set of models where JAX is more competitive than PyTorch and be able to run comparisons on both in torchbench.

Some prior work: https://github.com/TheSalon/fast-dpsgd benchmarked various differential private models between PT, JAX, and some other frameworks.
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