Comments (3)
ToucheSir
commented on July 18, 2024
1
You'll find no complaints from me there, not sure why it wasn't called e.g. value_and_pullback in the first place!
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ToucheSir
commented on July 18, 2024
I recall this came up before in a different issue/PR thread, and the comment then was that this returns a tuple of "value" and "pullback function" rather than a "value and pullback"-returning function. Certainly the former seems to make more sense when we're talking about split reverse mode AD?
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gdalle
commented on July 18, 2024
Regardless of what the best interpretation would be (I personally find this ambiguity horrifying), I think it would be good to fix the docstring first instead of changing the behavior. If you wanna review the associated PR #125 I can merge it afterwards :)
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Related Issues (20)
- Define a function for v' J v
- Expose tests through public API in src HOT 2
- Add docs for how to implement API as an AD HOT 2
- API Docs for end-users HOT 5
- `pushforward_function` and `pullback_function` are confused by tuples vs single input
- Only support tuples and not single inputs/outputs HOT 7
- Use DocStringExtensions.jl
- Fix type instabilities HOT 7
- Add JET tests for linting and type instabilities
- AbstractDifferentiation stable docs 404 HOT 1
- Lazy jacobians could implement more of the LinearAlgebra interface
- New version timeline HOT 11
- Inconsistency in value_and_pushforward_function vs value_and_pullback_function outputs HOT 6
- Regression in type inferrability HOT 5
- Get rid of ugly macro? HOT 6
- Configurable ForwardDiff tag
- Maybe AbstractDifferentiation should shrink to a collection of names? HOT 1
- Comparison with DifferentiationInterface.jl HOT 2
- Handling of thunks and tangents HOT 1
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