Introduce the notion of "semantic result parameter". Handle differentiation of inouts via semantic result parameter abstraction. Do not consider non-wrt semantic result parameters as semantic results
Fixes#67174
* Don't invalidate the lookup cache in 'getOrCreateSynthesizedFile()'
Adding a synthesized file itself doesn't introduce any decls. Instead,
we should invalidate the right after the actual declrations are added
in the file
* Remove 'SourceLookupCache::invalidate()' method. It was just used
right before the destruction. It was just not necessary
* Include auxiliary decls in 'SourceLookupCache::lookupVisibleDecls()'
Previously, global symbol completion didn't include decls synthesized
by peer macros or freestanding decl macros
* Include "auxiliary decls" in visible member lookup, and visible local
decl lookup
* Hide macro unique names
rdar://110535113
Linear maps are captured in vjp routine via callee-guaranteed partial apply and are passed as @owned references to the enclosing pullback that finally consumes them. Necessary retains are inserted by a partial apply forwarder.
However, this is not the case when the function being differentiated contains loops as heap-allocated context is used and bare pointer is captured by the pullback partial apply. As a result, partial apply forwarder does not retain the linear maps that are owned by a heap-allocated context, however, they are still treated as @owned references and therefore are released in the pullback after the first call. As a result, subsequent pullback calls release linear maps and we'd end with possible use-after-free.
Ensure we retain values when we load values from the context.
Reproducible only when:
* Loops (so, heap-allocated context)
* Pullbacks of thick functions (so context is non-zero)
* Multiple pullback calls
* Some cleanup while there
Fixes#64257
The changes are intentionally were made close to the original implementation w/o possible simplifications to ease the review
Fixes#63207, supersedes #63379 (and fixes#63234)
Start treating the null {Can}GenericSignature as a regular signature
with no requirements and no parameters. This not only makes for a much
safer abstraction, but allows us to simplify a lot of the clients of
GenericSignature that would previously have to check for null before
using the abstraction.
While it is very convenient to default the ExtInfo state when creating
new function types, it also make the intent unclear to those looking to
extend ExtInfo state. For example, did a given call site intend to have
the default ExtInfo state or does it just happen to work? This matters a
lot because function types are regularly unpacked and rebuilt and it's
really easy to accidentally drop ExtInfo state.
By changing the ExtInfo state to an optional, we can track when it is
actually needed.
- `Mangle::ASTMangler::mangleAutoDiffDerivativeFunction()` and `Mangle::ASTMangler::mangleAutoDiffLinearMap()` accept original function declarations and return a mangled name for a derivative function or linear map. This is called during SILGen and TBDGen.
- `Mangle::DifferentiationMangler` handles differentiation function mangling in the differentiation transform. This part is necessary because we need to perform demangling on the original function and remangle it as part of a differentiation function mangling tree in order to get the correct substitutions in the mangled derivative generic signature.
A mangled differentiation function name includes:
- The original function.
- The differentiation function kind.
- The parameter indices for differentiation.
- The result indices for differentiation.
- The derivative generic signature.
In derivatives of loops, no longer allocate boxes for indirect case payloads. Instead, use a custom pullback context in the runtime which contains a bump-pointer allocator.
When a function contains a differentiated loop, the closure context is a `Builtin.NativeObject`, which contains a `swift::AutoDiffLinearMapContext` and a tail-allocated top-level linear map struct (which represents the linear map struct that was previously directly partial-applied into the pullback). In branching trace enums, the payloads of previously indirect cases will be allocated by `swift::AutoDiffLinearMapContext::allocate` and stored as a `Builtin.RawPointer`.
AD-generated data structures (linear map structs and branching trace enums) do not need to be resilient data structures. These decls ade missing a `@frozen` attribute.
Resolves rdar://71319547.
We'll need this to get the right 'selfDC' when name lookup
finds a 'self' declaration in a capture list, eg
class C {
func bar() {}
func foo() {
_ = { [self] in bar() }
}
}
Previously, `LinearMapInfo::shouldDifferentiateInstruction` had a special case
for `copy_value`, returning true for `copy_value` instructions with an active
operand.
This is unexpected and led to "leaked owned value" ownership verification
failures due to unnecessarily cloned `copy_value` instructions during
differential generation.
Now, the special case is removed, fixing the failures.
`shouldDifferentiateInstruction` returns true for `copy_value` instructions
whose operand and result are both active.
Resolves SR-13530.
Fixes foward-mode crashed related to:
- Missing tangent buffers for non-wrt `inout` parameters.
- Tangent buffers not being initialized due to the corresponding original
buffer intialization instructions being non-active.
- Non-varied indirect results not being initialized.
- `emitDestroyValue` crashes due to `TangentVector` value category mismatch.
Resolves TF-984 and SR-13447.
Co-authored-by: Dan Zheng <danielzheng@google.com>
Update differentiation to handle `array.finalize_intrinsic` applications.
`VJPEmitter::visitApplyInst` does standard cloning for these applications.
`PullbackEmitter::visitApplyInst` treats the intrinsic like an identity
function, accumulating result's adjoint into argument's adjoint.
This fixes array literal initialization differentiation.
`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.
Ensure that semantic member accesors have empty linear map structs.
Semantic member accessor VJPs do not accumulate any callee pullbacks.
Resolves SR-12800: SIL verification error.
Move differentiation-related SILOptimizer files to
{include/swift,lib}/SILOptimizer/Differentiation/.
This reduces directory nesting and gathers files together.
