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//===- GenDiffFunc.cpp - Swift IR Generation For @differentiable Functions ===//
//
// This source file is part of the Swift.org open source project
//
// Copyright (c) 2019 - 2020 Apple Inc. and the Swift project authors
// Licensed under Apache License v2.0 with Runtime Library Exception
//
// See https://swift.org/LICENSE.txt for license information
// See https://swift.org/CONTRIBUTORS.txt for the list of Swift project authors
//
//===----------------------------------------------------------------------===//
//
// This file implements IR generation for `@differentiable` function types in
// Swift.
//
//===----------------------------------------------------------------------===//
#include "swift/AST/Decl.h"
#include "swift/AST/IRGenOptions.h"
#include "swift/AST/Pattern.h"
#include "swift/AST/Types.h"
#include "swift/SIL/SILModule.h"
#include "swift/SIL/SILType.h"
#include "llvm/IR/DerivedTypes.h"
#include "Explosion.h"
#include "GenHeap.h"
#include "GenRecord.h"
#include "GenType.h"
#include "IRGenFunction.h"
#include "IRGenModule.h"
#include "IndirectTypeInfo.h"
#include "NonFixedTypeInfo.h"
#pragma clang diagnostic ignored "-Winconsistent-missing-override"
using namespace swift;
using namespace irgen;
//----------------------------------------------------------------------------//
// `@differentiable` (non-linear) function type info
//----------------------------------------------------------------------------//
namespace {
class DifferentiableFuncFieldInfo final
: public RecordField<DifferentiableFuncFieldInfo> {
public:
DifferentiableFuncFieldInfo(
NormalDifferentiableFunctionTypeComponent component, const TypeInfo &type,
IndexSubset *parameterIndices, IndexSubset *resultIndices)
: RecordField(type), component(component),
parameterIndices(parameterIndices), resultIndices(resultIndices) {}
/// The field index.
const NormalDifferentiableFunctionTypeComponent component;
/// The parameter indices.
IndexSubset *parameterIndices;
/// The result indices.
IndexSubset *resultIndices;
std::string getFieldName() const {
switch (component) {
case NormalDifferentiableFunctionTypeComponent::Original:
return "original";
case NormalDifferentiableFunctionTypeComponent::JVP:
return "jvp";
case NormalDifferentiableFunctionTypeComponent::VJP:
return "vjp";
}
llvm_unreachable("invalid component type");
}
SILType getType(IRGenModule &IGM, SILType t) const {
auto fnTy = t.castTo<SILFunctionType>();
auto origFnTy = fnTy->getWithoutDifferentiability();
if (component == NormalDifferentiableFunctionTypeComponent::Original)
return SILType::getPrimitiveObjectType(origFnTy);
auto kind = *component.getAsDerivativeFunctionKind();
auto assocTy = origFnTy->getAutoDiffDerivativeFunctionType(
parameterIndices, resultIndices, kind, IGM.getSILTypes(),
LookUpConformanceInModule(IGM.getSwiftModule()));
return SILType::getPrimitiveObjectType(assocTy);
}
};
class DifferentiableFuncTypeInfo final
: public RecordTypeInfo<DifferentiableFuncTypeInfo, LoadableTypeInfo,
DifferentiableFuncFieldInfo> {
using super = RecordTypeInfo<DifferentiableFuncTypeInfo, LoadableTypeInfo,
DifferentiableFuncFieldInfo>;
public:
DifferentiableFuncTypeInfo(ArrayRef<DifferentiableFuncFieldInfo> fields,
unsigned explosionSize, llvm::Type *ty, Size size,
SpareBitVector &&spareBits, Alignment align,
IsTriviallyDestroyable_t isTriviallyDestroyable, IsFixedSize_t alwaysFixedSize)
: super(fields, explosionSize, ty, size, std::move(spareBits), align,
isTriviallyDestroyable, IsCopyable, alwaysFixedSize) {}
Address projectFieldAddress(IRGenFunction &IGF, Address addr, SILType T,
const DifferentiableFuncFieldInfo &field) const {
return field.projectAddress(IGF, addr, getNonFixedOffsets(IGF, T));
}
void initializeFromParams(IRGenFunction &IGF, Explosion ¶ms, Address src,
SILType T, bool isOutlined) const override {
llvm_unreachable("unexploded @differentiable function as argument?");
}
void addToAggLowering(IRGenModule &IGM, SwiftAggLowering &lowering,
Size offset) const override {
for (auto &field : getFields()) {
auto fieldOffset = offset + field.getFixedByteOffset();
cast<LoadableTypeInfo>(field.getTypeInfo())
.addToAggLowering(IGM, lowering, fieldOffset);
}
}
TypeLayoutEntry
*buildTypeLayoutEntry(IRGenModule &IGM,
SILType T,
bool useStructLayouts) const override {
if (!useStructLayouts || !areFieldsABIAccessible()) {
return IGM.typeLayoutCache.getOrCreateTypeInfoBasedEntry(*this, T);
}
if (getFields().empty()) {
return IGM.typeLayoutCache.getEmptyEntry();
}
std::vector<TypeLayoutEntry *> fields;
for (auto &field : getFields()) {
auto fieldTy = field.getType(IGM, T);
fields.push_back(field.getTypeInfo().buildTypeLayoutEntry(IGM, fieldTy, useStructLayouts));
}
// if (fields.size() == 1) {
// return fields[0];
// }
return IGM.typeLayoutCache.getOrCreateAlignedGroupEntry(
fields, T, getBestKnownAlignment().getValue(), *this);
}
std::nullopt_t getNonFixedOffsets(IRGenFunction &IGF) const {
return std::nullopt;
}
std::nullopt_t getNonFixedOffsets(IRGenFunction &IGF, SILType T) const {
return std::nullopt;
}
};
class DifferentiableFuncTypeBuilder
: public RecordTypeBuilder<DifferentiableFuncTypeBuilder,
DifferentiableFuncFieldInfo,
NormalDifferentiableFunctionTypeComponent> {
SILFunctionType *originalType;
IndexSubset *parameterIndices;
IndexSubset *resultIndices;
public:
DifferentiableFuncTypeBuilder(IRGenModule &IGM, SILFunctionType *fnTy)
: RecordTypeBuilder(IGM),
originalType(fnTy->getWithoutDifferentiability()),
parameterIndices(fnTy->getDifferentiabilityParameterIndices()),
resultIndices(fnTy->getDifferentiabilityResultIndices()) {
// TODO: Ban 'Normal' and 'Forward'.
assert(fnTy->getDifferentiabilityKind() == DifferentiabilityKind::Reverse ||
fnTy->getDifferentiabilityKind() == DifferentiabilityKind::Normal ||
fnTy->getDifferentiabilityKind() == DifferentiabilityKind::Forward);
}
TypeInfo *createFixed(ArrayRef<DifferentiableFuncFieldInfo> fields,
StructLayout &&layout) {
llvm_unreachable("@differentiable functions are always loadable");
}
DifferentiableFuncTypeInfo *
createLoadable(ArrayRef<DifferentiableFuncFieldInfo> fields,
StructLayout &&layout, unsigned explosionSize) {
return DifferentiableFuncTypeInfo::create(
fields, explosionSize, layout.getType(), layout.getSize(),
std::move(layout.getSpareBits()), layout.getAlignment(), layout.isTriviallyDestroyable(),
layout.isAlwaysFixedSize());
}
TypeInfo *createNonFixed(ArrayRef<DifferentiableFuncFieldInfo> fields,
FieldsAreABIAccessible_t fieldsAccessible,
StructLayout &&layout) {
llvm_unreachable("@differentiable functions are always loadable");
}
DifferentiableFuncFieldInfo
getFieldInfo(unsigned index,
NormalDifferentiableFunctionTypeComponent component,
const TypeInfo &fieldTI) {
return DifferentiableFuncFieldInfo(component, fieldTI, parameterIndices,
resultIndices);
}
SILType getType(NormalDifferentiableFunctionTypeComponent component) {
if (component == NormalDifferentiableFunctionTypeComponent::Original)
return SILType::getPrimitiveObjectType(originalType->getCanonicalType());
auto kind = *component.getAsDerivativeFunctionKind();
auto assocTy = originalType->getAutoDiffDerivativeFunctionType(
parameterIndices, resultIndices, kind, IGM.getSILTypes(),
LookUpConformanceInModule(IGM.getSwiftModule()));
return SILType::getPrimitiveObjectType(assocTy);
}
StructLayout performLayout(ArrayRef<const TypeInfo *> fieldTypes) {
return StructLayout(IGM, /*type=*/std::nullopt, LayoutKind::NonHeapObject,
LayoutStrategy::Universal, fieldTypes);
}
};
} // end anonymous namespace
//----------------------------------------------------------------------------//
// `@differentiable(_linear)` function type info
//----------------------------------------------------------------------------//
namespace {
class LinearFuncFieldInfo final : public RecordField<LinearFuncFieldInfo> {
public:
LinearFuncFieldInfo(LinearDifferentiableFunctionTypeComponent component,
const TypeInfo &type, IndexSubset *parameterIndices)
: RecordField(type), component(component),
parameterIndices(parameterIndices) {}
/// The field index.
const LinearDifferentiableFunctionTypeComponent component;
/// The parameter indices.
IndexSubset *parameterIndices;
std::string getFieldName() const {
switch (component) {
case LinearDifferentiableFunctionTypeComponent::Original:
return "original";
case LinearDifferentiableFunctionTypeComponent::Transpose:
return "transpose";
}
llvm_unreachable("invalid component type");
}
SILType getType(IRGenModule &IGM, SILType t) const {
auto fnTy = t.castTo<SILFunctionType>();
auto origFnTy = fnTy->getWithoutDifferentiability();
switch (component) {
case LinearDifferentiableFunctionTypeComponent::Original:
return SILType::getPrimitiveObjectType(origFnTy);
case LinearDifferentiableFunctionTypeComponent::Transpose:
auto transposeTy = origFnTy->getAutoDiffTransposeFunctionType(
parameterIndices, IGM.getSILTypes(),
LookUpConformanceInModule(IGM.getSwiftModule()));
return SILType::getPrimitiveObjectType(transposeTy);
}
llvm_unreachable("invalid component type");
}
};
class LinearFuncTypeInfo final
: public RecordTypeInfo<LinearFuncTypeInfo, LoadableTypeInfo,
LinearFuncFieldInfo> {
using super =
RecordTypeInfo<LinearFuncTypeInfo, LoadableTypeInfo, LinearFuncFieldInfo>;
public:
LinearFuncTypeInfo(ArrayRef<LinearFuncFieldInfo> fields,
unsigned explosionSize, llvm::Type *ty, Size size,
SpareBitVector &&spareBits, Alignment align, IsTriviallyDestroyable_t isTriviallyDestroyable,
IsFixedSize_t alwaysFixedSize)
: super(fields, explosionSize, ty, size, std::move(spareBits), align,
isTriviallyDestroyable, IsCopyable, alwaysFixedSize) {}
Address projectFieldAddress(IRGenFunction &IGF, Address addr, SILType T,
const LinearFuncFieldInfo &field) const {
return field.projectAddress(IGF, addr, getNonFixedOffsets(IGF, T));
}
void initializeFromParams(IRGenFunction &IGF, Explosion ¶ms, Address src,
SILType T, bool isOutlined) const override {
llvm_unreachable("unexploded @differentiable function as argument?");
}
void addToAggLowering(IRGenModule &IGM, SwiftAggLowering &lowering,
Size offset) const override {
for (auto &field : getFields()) {
auto fieldOffset = offset + field.getFixedByteOffset();
cast<LoadableTypeInfo>(field.getTypeInfo())
.addToAggLowering(IGM, lowering, fieldOffset);
}
}
TypeLayoutEntry
*buildTypeLayoutEntry(IRGenModule &IGM,
SILType T,
bool useStructLayouts) const override {
if (!useStructLayouts || !areFieldsABIAccessible()) {
return IGM.typeLayoutCache.getOrCreateTypeInfoBasedEntry(*this, T);
}
if (getFields().empty()) {
return IGM.typeLayoutCache.getEmptyEntry();
}
std::vector<TypeLayoutEntry *> fields;
for (auto &field : getFields()) {
auto fieldTy = field.getType(IGM, T);
fields.push_back(field.getTypeInfo().buildTypeLayoutEntry(IGM, fieldTy, useStructLayouts));
}
// if (fields.size() == 1) {
// return fields[0];
// }
return IGM.typeLayoutCache.getOrCreateAlignedGroupEntry(
fields, T, getBestKnownAlignment().getValue(), *this);
}
std::nullopt_t getNonFixedOffsets(IRGenFunction &IGF) const {
return std::nullopt;
}
std::nullopt_t getNonFixedOffsets(IRGenFunction &IGF, SILType T) const {
return std::nullopt;
}
};
class LinearFuncTypeBuilder
: public RecordTypeBuilder<LinearFuncTypeBuilder, LinearFuncFieldInfo,
LinearDifferentiableFunctionTypeComponent> {
SILFunctionType *originalType;
IndexSubset *parameterIndices;
public:
LinearFuncTypeBuilder(IRGenModule &IGM, SILFunctionType *fnTy)
: RecordTypeBuilder(IGM),
originalType(fnTy->getWithoutDifferentiability()),
parameterIndices(fnTy->getDifferentiabilityParameterIndices()) {
assert(fnTy->getDifferentiabilityKind() == DifferentiabilityKind::Linear);
}
TypeInfo *createFixed(ArrayRef<LinearFuncFieldInfo> fields,
StructLayout &&layout) {
llvm_unreachable("@differentiable functions are always loadable");
}
LinearFuncTypeInfo *createLoadable(ArrayRef<LinearFuncFieldInfo> fields,
StructLayout &&layout,
unsigned explosionSize) {
return LinearFuncTypeInfo::create(
fields, explosionSize, layout.getType(), layout.getSize(),
std::move(layout.getSpareBits()), layout.getAlignment(), layout.isTriviallyDestroyable(),
layout.isAlwaysFixedSize());
}
TypeInfo *createNonFixed(ArrayRef<LinearFuncFieldInfo> fields,
FieldsAreABIAccessible_t fieldsAccessible,
StructLayout &&layout) {
llvm_unreachable("@differentiable functions are always loadable");
}
LinearFuncFieldInfo
getFieldInfo(unsigned index, LinearDifferentiableFunctionTypeComponent field,
const TypeInfo &fieldTI) {
return LinearFuncFieldInfo(field, fieldTI, parameterIndices);
}
SILType getType(LinearDifferentiableFunctionTypeComponent component) {
switch (component) {
case LinearDifferentiableFunctionTypeComponent::Original:
return SILType::getPrimitiveObjectType(originalType->getCanonicalType());
case LinearDifferentiableFunctionTypeComponent::Transpose:
auto transposeTy = originalType->getAutoDiffTransposeFunctionType(
parameterIndices, IGM.getSILTypes(),
LookUpConformanceInModule(IGM.getSwiftModule()));
return SILType::getPrimitiveObjectType(transposeTy);
}
llvm_unreachable("invalid component type");
}
StructLayout performLayout(ArrayRef<const TypeInfo *> fieldTypes) {
return StructLayout(IGM, /*type=*/std::nullopt, LayoutKind::NonHeapObject,
LayoutStrategy::Universal, fieldTypes);
}
};
} // end anonymous namespace
//----------------------------------------------------------------------------//
// Type converter entry points
//----------------------------------------------------------------------------//
const TypeInfo *
TypeConverter::convertNormalDifferentiableFunctionType(SILFunctionType *type) {
DifferentiableFuncTypeBuilder builder(IGM, type);
return builder.layout({NormalDifferentiableFunctionTypeComponent::Original,
NormalDifferentiableFunctionTypeComponent::JVP,
NormalDifferentiableFunctionTypeComponent::VJP});
}
const TypeInfo *
TypeConverter::convertLinearDifferentiableFunctionType(SILFunctionType *type) {
LinearFuncTypeBuilder builder(IGM, type);
return builder.layout({LinearDifferentiableFunctionTypeComponent::Original,
LinearDifferentiableFunctionTypeComponent::Transpose});
}
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