Commit Graph

2 Commits

Author SHA1 Message Date
Dan Zheng
bbe86e908d [AutoDiff upstream] Add Differentiable protocol derived conformances. (#30671)
Add `AdditiveArithmetic` derived conformances for structs and classes, gated by
the `-enable-experimental-differentiable-programming` flag.

Structs and classes whose stored properties all conform to `Differentiable` can
derive `Differentiable`:

- `associatedtype TangentVector: Differentiable & AdditiveArithmetic`
  - Member `TangentVector` structs are synthesized whose stored properties are
    all `var` stored properties that conform to `Differentiable` and that are
    not `@noDerivative`.
- `mutating func move(along: TangentVector)`

The `@noDerivative` attribute may be declared on stored properties to opt out of
inclusion in synthesized `TangentVector` structs.

Some stored properties cannot be used in `TangentVector` struct synthesis and
are implicitly marked as `@noDerivative`, with a warning:

- `let` stored properties.
  - These cannot be updated by `mutating func move(along: TangentVector)`.
- Non-`Differentiable`-conforming stored properties.

`@noDerivative` also implies `@_semantics("autodiff.nonvarying")`, which is
relevant for differentiable activity analysis.

Add type-checking and SILGen tests.

Resolves TF-845.
2020-03-27 06:40:04 -07:00
Dan Zheng
e5cb871428 [AutoDiff upstream] Add flag-gated AdditiveArithmetic derivation. (#30628)
Add `AdditiveArithmetic` derived conformances for structs, gated by the
`-enable-experimential-additive-arithmetic-derivation` flag.

Structs whose stored properties all conform to `AdditiveArithmetic` can derive
`AdditiveArithmetic`:
- `static var zero: Self`
- `static func +(lhs: Self, rhs: Self) -> Self`
- `static func -(lhs: Self, rhs: Self) -> Self`
- An "effective memberwise initializer":
  - Either a synthesized memberwise initializer or a user-defined initializer
    with the same type.

Effective memberwise initializers are used only by derived conformances for
`Self`-returning protocol requirements like `AdditiveArithmetic.+`, which
require memberwise initialization.

Resolves TF-844.
Unblocks TF-845: upstream `Differentiable` derived conformances.
2020-03-25 10:31:50 -07:00