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Forward-mode autodiff #51

Merged
merged 30 commits into from
Sep 5, 2023
Merged

Forward-mode autodiff #51

merged 30 commits into from
Sep 5, 2023

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samestep
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@samestep samestep commented Jul 5, 2023 •
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Resolves #26, using Weak pointers to cache JVP functions while computing them for the whole call graph. See also the followup issues #82, #83, and #84.

This PR marks some functions in rose::id as const for convenience, and also adds a new Unop::Sign which makes it easier to express the derivative of Unop::Abs (although we could have just used Select instead).

@samestep samestep mentioned this pull request Jul 6, 2023
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@samestep samestep changed the title Autodiff Jacobian-vector product Aug 30, 2023
@samestep samestep changed the title Jacobian-vector product Forward-mode autodiff Aug 30, 2023
This was referenced Sep 5, 2023
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@samestep samestep marked this pull request as ready for review September 5, 2023 19:05
@samestep samestep merged commit 4e90786 into main Sep 5, 2023
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@samestep samestep deleted the autodiff branch September 5, 2023 19:10
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Autodiff
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@samestep @ravenrothkopf