Help integrating Enzyme for StableHLO

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Joel Berkeley

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Sep 12, 2024, 11:50:39 AM9/12/24
to Enzyme AD
Hi all,

I'm writing a research proposal for a postdoc involving the distributed computing API of StableHLO, and it would be very useful to be able to include autodiff in the work. I anticipate I would need help to integrate enzyme, and wonder if anyone here would have the time to discuss this?

Regards,
Joel Berkeley

William Moses

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Sep 12, 2024, 12:28:49 PM9/12/24
to Joel Berkeley, Albert Cohen, Enzyme AD, Oleksandr Zinenko, glea...@google.com
Hey Joel,

We’ve actually been working on adding Enzyme support to StableHLO quite a bit the past few months.

The code for this is in the Enzyme-JaX repo and tests are here: 

I’d love to chat more about this, want to find a time next week?

Cheers,
Billy

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Joel

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Sep 12, 2024, 1:29:50 PM9/12/24
to William Moses, Albert Cohen, Enzyme AD, Oleksandr Zinenko, glea...@google.com

Thanks. I'm around all next week except weds eve.

For now, would you be able to say whether you've finished implementing AD for all StableHLO ops, or if that's work in progress? No need to go into depth.
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