Commit Graph

4 Commits

Author SHA1 Message Date
Richard Wei
af8942d940 [AutoDiff] Rename '@differentiable' to '@differentiable(reverse)'.
Compiler:
- Add `Forward` and `Reverse` to `DifferentiabilityKind`.
- Expand `DifferentiabilityMask` in `ExtInfo` to 3 bits so that it now holds all 4 cases of `DifferentiabilityKind`.
- Parse `@differentiable(reverse)` and `@differentiable(_forward)` declaration attributes and type attributes.
- Emit a warning for `@differentiable` without `reverse`.
- Emit an error for `@differentiable(_forward)`.
- Rename `@differentiable(linear)` to `@differentiable(_linear)`.
- Make `@differentiable(reverse)` type lowering go through today's `@differentiable` code path. We will specialize it to reverse-mode in a follow-up patch.

ABI:
- Add `Forward` and `Reverse` to `FunctionMetadataDifferentiabilityKind`.
- Extend `TargetFunctionTypeFlags` by 1 bit to store the highest bit of differentiability kind (linear). Note that there is a 2-bit gap in `DifferentiabilityMask` which is reserved for `AsyncMask` and `ConcurrentMask`; `AsyncMask` is ABI-stable so we cannot change that.

_Differentiation module:
- Replace all occurrences of `@differentiable` with `@differentiable(reverse)`.
- Delete `_transpose(of:)`.

Resolves rdar://69980056.
2021-02-07 14:09:46 -08:00
Dan Zheng
d3b6b89de6 [AutoDiff] Support multiple differentiability result indices in SIL. (#32206)
`DifferentiableFunctionInst` now stores result indices.
`SILAutoDiffIndices` now stores result indices instead of a source index.

`@differentiable` SIL function types may now have multiple differentiability
result indices and `@noDerivative` resutls.

`@differentiable` AST function types do not have `@noDerivative` results (yet),
so this functionality is not exposed to users.

Resolves TF-689 and TF-1256.

Infrastructural support for TF-983: supporting differentiation of `apply`
instructions with multiple active semantic results.
2020-06-05 16:25:17 -07:00
Saleem Abdulrasool
fa46f7131c sprinkle some llvm_unreachable for MSVC (NFC)
MSVC does not realize that the switch is exhaustive and requires that
the path is explicitly marked as unreachable.  This silences the C4715
warning ("not all control paths return a value").
2020-04-24 18:59:07 -07:00
Dan Zheng
603db8c954 [AutoDiff upstream] Add @differentiable function IRGen.
Lower `@differentiable` and `@differentiable(linear)` functions as structs of
function pointers.
2020-03-22 23:52:28 -07:00