lib/IRGen/GenDiffFunc.cpp

//===- 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/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,
                             IsPOD_t isPOD, IsFixedSize_t alwaysFixedSize)
      : super(fields, explosionSize, ty, size, std::move(spareBits), align,
              isPOD, 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 &params, 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) const override {
    return IGM.typeLayoutCache.getOrCreateScalarEntry(*this, T);
  }

  llvm::NoneType getNonFixedOffsets(IRGenFunction &IGF) const { return None; }
  llvm::NoneType getNonFixedOffsets(IRGenFunction &IGF, SILType T) const {
    return None;
  }
};

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()) {
    assert(fnTy->getDifferentiabilityKind() == DifferentiabilityKind::Normal);
  }

  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.isPOD(),
        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, /*decl=*/nullptr, 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, IsPOD_t isPOD,
                     IsFixedSize_t alwaysFixedSize)
      : super(fields, explosionSize, ty, size, std::move(spareBits), align,
              isPOD, 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 &params, 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) const override {
    return IGM.typeLayoutCache.getOrCreateScalarEntry(*this, T);
  }

  llvm::NoneType getNonFixedOffsets(IRGenFunction &IGF) const { return None; }
  llvm::NoneType getNonFixedOffsets(IRGenFunction &IGF, SILType T) const {
    return None;
  }
};

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.isPOD(),
        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, /*decl=*/nullptr, 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});
}