Commit Graph

7 Commits

Author SHA1 Message Date
Alex Efremov
83b2ebe8f1 [AutoDiff] Support forward mode differentiation of functions with inout parameters (#33584)
Adds forward mode support for `apply` instruction with `inout` arguments.

Example of supported code:
```
func add(_ x: inout Float, _ y: inout Float) -> Float {
  var result = x
  result += y
  return result
}
print(differential(at: 1, 1, in: add)(1, 1)) // prints "2"
```
2020-08-21 17:57:39 -07:00
Stephen Canon
103961a7d5 Make Float16 unavailable on macOS and macCatalyst, mirroring Xcode's Swift. (#32868)
LLVM doesn't have a stable ABI for Float16 on x86 yet; we're working with Intel to get that fixed, but we don't want to make the type available on macOS until a stable ABI is actually available, because we'd break binaries compiled before any calling convention changes if we do.
2020-07-14 20:42:12 -04:00
Mishal Shah
272c466e47 Update master to build with Xcode 12 beta 2020-06-22 15:43:20 -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
2c112141dd [AutoDiff upstream] Deduplicate floating-point Differentiable conformances.
Move `Differentiable` conformances out of Differentiable.swift.
All `Differentiable` conformances exist in separate files.
2020-04-08 02:49:21 -07:00
Dan Zheng
ece4fb75b0 [AutoDiff upstream] Add Float16 derivatives.
Add `@available` attributes for declarations using `Float16`.
2020-04-08 02:49:18 -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