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.
`differentiability_function_extract` instruction has an optional explicit
extractee type. This is currently used by TypeSubstCloner and the
LoadableByAddress transform to rewrite `differentiability_function_extract`
instructions while preserving `@differentiable` function type invariants.
There is an assertion that `differentiability_function_extract` instructions do
not have explicit extractee types outside of canonical/lowered SIL. However,
this does not handle the SIL deserialization case above: when a function
containing a `differentiable_function_extract` instruction with an explicit type
is deserialized into a raw SIL module (which happens when optimizations are
enabled).
Removing the assertion unblocks this encountered use case.
A more robust longer-term solution may be to change SIL `@differentiable`
function types to explicitly store component original/JVP/VJP function types.
Also fix `differentiable_function_extract` extractee type serialization.
Resolves SR-14004.
