@differentiable function is actually a triple (function, jvp, vjp). Previously normal thick function value witness table was used. As a result, for example, only function was copied, but none of differential components.
This was the cause of uninitialized memory accesses and subsequent segfaults.
Should fix now unavailable TF-1122
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.
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.
This disables 4 tests:
- DerivativeRegistrationTests.NonCanonicalizedGenericSignatureComparison
- Reabstraction.diff param generic => concrete
- Reabstraction.diff param and nondiff param generic => concrete
- Reabstraction.result generic => concrete
Simultaneously, enable the remainder of the auto-diff test suite on
Windows. These tests fail on Windows due to an invalid parameter during
the reabstraction of the generic differentiable parameters. The
remainder of the auto-differentiation tests pass on all the platforms.
