Commit Graph

6 Commits

Author SHA1 Message Date
Alex Efremov
17eafafbd2 [AutoDiff] [stdlib] Fix a bug in _jvpMultiply in SIMDDifferentiation.swift.gyb (#32963) 2020-07-23 14:25:57 -07:00
Dan Zheng
c28d9cd7ea [AutoDiff] NFC: fix typos. (#33002) 2020-07-20 11:41:39 -07:00
Dan Zheng
fcfacddbf2 [AutoDiff] Register VJPs for SIMD subscript(_: Int) setters. (#32747) 2020-07-16 07:48:12 -07:00
Alex Efremov
cff144af13 [AutoDiff][stdlib] Add JVPs to SIMDDifferentiation.swift.gyb (#32854) 2020-07-14 12:59:36 -07:00
Dan Zheng
f9c5d7ae6c [AutoDiff] Derive Differentiable.zeroTangentVectorInitializer. (#31823)
`Differentiable` conformance derivation now supports
`Differentiable.zeroTangentVectorInitializer`.

There are two potential cases:
1. Memberwise derivation: done when `TangentVector` can be initialized memberwise.
2. `{ TangentVector.zero }` derivation: done as a fallback.

`zeroTangentVectorInitializer` is a closure that produces a zero tangent vector,
capturing minimal necessary information from `self`.

It is an instance property, unlike the static property `AdditiveArithmetic.zero`,
and should be used by the differentiation transform for correctness.

Remove `Differentiable.zeroTangentVectorInitializer` dummy default implementation.

Update stdlib `Differentiable` conformances and tests.
Clean up DerivedConformanceDifferentiable.cpp cruft.

Resolves TF-1007.
Progress towards TF-1008: differentiation correctness for projection operations.
2020-05-29 01:59:52 -07:00
Dan Zheng
da36555aa5 [AutoDiff upstream] Gardening.
- Standardize filenames: `XXXDifferentiation.swift`.
  - Use Pascal or snake case consistently.
- Formatting changes.
2020-04-08 02:49:12 -07:00