Commit Graph

5 Commits

Author SHA1 Message Date
Slava Pestov
b57be6dbf1 Revert "AutoDiff: Disable requirement machine when building or testing Differentiation library"
This reverts commit 4f6ba29715.
2021-09-23 13:24:40 -04:00
Slava Pestov
4f6ba29715 AutoDiff: Disable requirement machine when building or testing Differentiation library
The SIL type lowering logic for AutoDiff gets the substituted generic signature
mixed up with the invocation generic signature, so it tries to ask questions
about DependentMemberTypes in a signature with no requirements. This triggers
assertions when the requirement machine is enabled.

Disable the requirement machine until this is fixed.
2021-07-30 19:42:31 -04:00
Richard Wei
0b53a02544 [AutoDiff] Rename 'in:' to 'of:' in differential operators.
Rename the argument label `in:` in `gradient(at:in:)`, `pullback(at:in:)`, etc to `of:`, as suggested in the [pitch thread](https://forums.swift.org/t/differentiable-programming-for-gradient-based-machine-learning/42147).
2021-02-24 01:33:42 -05:00
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
Alex Efremov
a532756cd6 [AutoDiff] Split forward_mode.swift test into separate files. (#33728)
Splits the large `forward_mode.swift` test file into 3 files:

- `forward_mode_simple.swift`
- `forward_mode_array.swift`
- `forward_mode_simd.swift`

This significantly speeds up testing time when tests are run in parallel.
2020-09-09 20:49:12 -07:00