clang-p2996/mlir/lib/Conversion/StandardToSPIRV/ConvertStandardToSPIRV.cpp

//===- ConvertStandardToSPIRV.cpp - Standard to SPIR-V dialect conversion--===//
//
// Copyright 2019 The MLIR Authors.
//
// Licensed under the Apache License, Version 2.0 (the "License");
// you may not use this file except in compliance with the License.
// You may obtain a copy of the License at
//
//   http://www.apache.org/licenses/LICENSE-2.0
//
// Unless required by applicable law or agreed to in writing, software
// distributed under the License is distributed on an "AS IS" BASIS,
// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
// See the License for the specific language governing permissions and
// limitations under the License.
// =============================================================================
//
// This file implements patterns to convert Standard Ops to the SPIR-V dialect.
//
//===----------------------------------------------------------------------===//
#include "mlir/Dialect/SPIRV/LayoutUtils.h"
#include "mlir/Dialect/SPIRV/SPIRVDialect.h"
#include "mlir/Dialect/SPIRV/SPIRVLowering.h"
#include "mlir/Dialect/SPIRV/SPIRVOps.h"
#include "mlir/Dialect/StandardOps/Ops.h"
#include "mlir/IR/AffineMap.h"
#include "llvm/ADT/SetVector.h"

using namespace mlir;

//===----------------------------------------------------------------------===//
// Operation conversion
//===----------------------------------------------------------------------===//

namespace {

/// Convert constant operation with IndexType return to SPIR-V constant
/// operation. Since IndexType is not used within SPIR-V dialect, this needs
/// special handling to make sure the result type and the type of the value
/// attribute are consistent.
// TODO(ravishankarm) : This should be moved into DRR.
class ConstantIndexOpConversion final : public SPIRVOpLowering<ConstantOp> {
public:
  using SPIRVOpLowering<ConstantOp>::SPIRVOpLowering;

  PatternMatchResult
  matchAndRewrite(ConstantOp constIndexOp, ArrayRef<Value *> operands,
                  ConversionPatternRewriter &rewriter) const override;
};

/// Convert compare operation to SPIR-V dialect.
class CmpIOpConversion final : public SPIRVOpLowering<CmpIOp> {
public:
  using SPIRVOpLowering<CmpIOp>::SPIRVOpLowering;

  PatternMatchResult
  matchAndRewrite(CmpIOp cmpIOp, ArrayRef<Value *> operands,
                  ConversionPatternRewriter &rewriter) const override;
};

/// Convert integer binary operations to SPIR-V operations. Cannot use
/// tablegen for this. If the integer operation is on variables of IndexType,
/// the type of the return value of the replacement operation differs from
/// that of the replaced operation. This is not handled in tablegen-based
/// pattern specification.
// TODO(ravishankarm) : This should be moved into DRR.
template <typename StdOp, typename SPIRVOp>
class IntegerOpConversion final : public SPIRVOpLowering<StdOp> {
public:
  using SPIRVOpLowering<StdOp>::SPIRVOpLowering;

  PatternMatchResult
  matchAndRewrite(StdOp operation, ArrayRef<Value *> operands,
                  ConversionPatternRewriter &rewriter) const override {
    auto resultType =
        this->typeConverter.convertType(operation.getResult()->getType());
    rewriter.template replaceOpWithNewOp<SPIRVOp>(
        operation, resultType, operands, ArrayRef<NamedAttribute>());
    return this->matchSuccess();
  }
};

/// Convert load -> spv.LoadOp. The operands of the replaced operation are of
/// IndexType while that of the replacement operation are of type i32. This is
/// not supported in tablegen based pattern specification.
// TODO(ravishankarm) : This should be moved into DRR.
class LoadOpConversion final : public SPIRVOpLowering<LoadOp> {
public:
  using SPIRVOpLowering<LoadOp>::SPIRVOpLowering;

  PatternMatchResult
  matchAndRewrite(LoadOp loadOp, ArrayRef<Value *> operands,
                  ConversionPatternRewriter &rewriter) const override;
};

/// Convert return -> spv.Return.
// TODO(ravishankarm) : This should be moved into DRR.
class ReturnOpConversion final : public SPIRVOpLowering<ReturnOp> {
public:
  using SPIRVOpLowering<ReturnOp>::SPIRVOpLowering;

  PatternMatchResult
  matchAndRewrite(ReturnOp returnOp, ArrayRef<Value *> operands,
                  ConversionPatternRewriter &rewriter) const override;
};

/// Convert select -> spv.Select
// TODO(ravishankarm) : This should be moved into DRR.
class SelectOpConversion final : public SPIRVOpLowering<SelectOp> {
public:
  using SPIRVOpLowering<SelectOp>::SPIRVOpLowering;
  PatternMatchResult
  matchAndRewrite(SelectOp op, ArrayRef<Value *> operands,
                  ConversionPatternRewriter &rewriter) const override;
};

/// Convert store -> spv.StoreOp. The operands of the replaced operation are
/// of IndexType while that of the replacement operation are of type i32. This
/// is not supported in tablegen based pattern specification.
// TODO(ravishankarm) : This should be moved into DRR.
class StoreOpConversion final : public SPIRVOpLowering<StoreOp> {
public:
  using SPIRVOpLowering<StoreOp>::SPIRVOpLowering;

  PatternMatchResult
  matchAndRewrite(StoreOp storeOp, ArrayRef<Value *> operands,
                  ConversionPatternRewriter &rewriter) const override;
};

} // namespace

//===----------------------------------------------------------------------===//
// Utility functions for operation conversion
//===----------------------------------------------------------------------===//

/// Performs the index computation to get to the element pointed to by
/// `indices` using the layout map of `baseType`.

// TODO(ravishankarm) : This method assumes that the `origBaseType` is a
// MemRefType with AffineMap that has static strides. Handle dynamic strides
spirv::AccessChainOp getElementPtr(OpBuilder &builder,
                                   SPIRVTypeConverter &typeConverter,
                                   Location loc, MemRefType origBaseType,
                                   Value *basePtr, ArrayRef<Value *> indices) {
  // Get base and offset of the MemRefType and verify they are static.
  int64_t offset;
  SmallVector<int64_t, 4> strides;
  if (failed(getStridesAndOffset(origBaseType, strides, offset)) ||
      llvm::is_contained(strides, MemRefType::getDynamicStrideOrOffset())) {
    return nullptr;
  }

  auto indexType = typeConverter.getIndexType(builder.getContext());

  Value *ptrLoc = nullptr;
  assert(indices.size() == strides.size());
  for (auto index : enumerate(indices)) {
    Value *strideVal = builder.create<spirv::ConstantOp>(
        loc, indexType, IntegerAttr::get(indexType, strides[index.index()]));
    Value *update =
        builder.create<spirv::IMulOp>(loc, strideVal, index.value());
    ptrLoc =
        (ptrLoc ? builder.create<spirv::IAddOp>(loc, ptrLoc, update).getResult()
                : update);
  }
  SmallVector<Value *, 2> linearizedIndices;
  // Add a '0' at the start to index into the struct.
  linearizedIndices.push_back(builder.create<spirv::ConstantOp>(
      loc, indexType, IntegerAttr::get(indexType, 0)));
  linearizedIndices.push_back(ptrLoc);
  return builder.create<spirv::AccessChainOp>(loc, basePtr, linearizedIndices);
}

//===----------------------------------------------------------------------===//
// ConstantOp with index type.
//===----------------------------------------------------------------------===//

PatternMatchResult ConstantIndexOpConversion::matchAndRewrite(
    ConstantOp constIndexOp, ArrayRef<Value *> operands,
    ConversionPatternRewriter &rewriter) const {
  if (!constIndexOp.getResult()->getType().isa<IndexType>()) {
    return matchFailure();
  }
  // The attribute has index type which is not directly supported in
  // SPIR-V. Get the integer value and create a new IntegerAttr.
  auto constAttr = constIndexOp.value().dyn_cast<IntegerAttr>();
  if (!constAttr) {
    return matchFailure();
  }

  // Use the bitwidth set in the value attribute to decide the result type
  // of the SPIR-V constant operation since SPIR-V does not support index
  // types.
  auto constVal = constAttr.getValue();
  auto constValType = constAttr.getType().dyn_cast<IndexType>();
  if (!constValType) {
    return matchFailure();
  }
  auto spirvConstType =
      typeConverter.convertType(constIndexOp.getResult()->getType());
  auto spirvConstVal =
      rewriter.getIntegerAttr(spirvConstType, constAttr.getInt());
  rewriter.replaceOpWithNewOp<spirv::ConstantOp>(constIndexOp, spirvConstType,
                                                 spirvConstVal);
  return matchSuccess();
}

//===----------------------------------------------------------------------===//
// CmpIOp
//===----------------------------------------------------------------------===//

PatternMatchResult
CmpIOpConversion::matchAndRewrite(CmpIOp cmpIOp, ArrayRef<Value *> operands,
                                  ConversionPatternRewriter &rewriter) const {
  CmpIOpOperandAdaptor cmpIOpOperands(operands);

  switch (cmpIOp.getPredicate()) {
#define DISPATCH(cmpPredicate, spirvOp)                                        \
  case cmpPredicate:                                                           \
    rewriter.replaceOpWithNewOp<spirvOp>(                                      \
        cmpIOp, cmpIOp.getResult()->getType(), cmpIOpOperands.lhs(),           \
        cmpIOpOperands.rhs());                                                 \
    return matchSuccess();

    DISPATCH(CmpIPredicate::eq, spirv::IEqualOp);
    DISPATCH(CmpIPredicate::ne, spirv::INotEqualOp);
    DISPATCH(CmpIPredicate::slt, spirv::SLessThanOp);
    DISPATCH(CmpIPredicate::sle, spirv::SLessThanEqualOp);
    DISPATCH(CmpIPredicate::sgt, spirv::SGreaterThanOp);
    DISPATCH(CmpIPredicate::sge, spirv::SGreaterThanEqualOp);

#undef DISPATCH

  default:
    break;
  }
  return matchFailure();
}

//===----------------------------------------------------------------------===//
// LoadOp
//===----------------------------------------------------------------------===//

PatternMatchResult
LoadOpConversion::matchAndRewrite(LoadOp loadOp, ArrayRef<Value *> operands,
                                  ConversionPatternRewriter &rewriter) const {
  LoadOpOperandAdaptor loadOperands(operands);
  auto loadPtr = getElementPtr(rewriter, typeConverter, loadOp.getLoc(),
                               loadOp.memref()->getType().cast<MemRefType>(),
                               loadOperands.memref(), loadOperands.indices());
  rewriter.replaceOpWithNewOp<spirv::LoadOp>(loadOp, loadPtr,
                                             /*memory_access =*/nullptr,
                                             /*alignment =*/nullptr);
  return matchSuccess();
}

//===----------------------------------------------------------------------===//
// ReturnOp
//===----------------------------------------------------------------------===//

PatternMatchResult
ReturnOpConversion::matchAndRewrite(ReturnOp returnOp,
                                    ArrayRef<Value *> operands,
                                    ConversionPatternRewriter &rewriter) const {
  if (returnOp.getNumOperands()) {
    return matchFailure();
  }
  rewriter.replaceOpWithNewOp<spirv::ReturnOp>(returnOp);
  return matchSuccess();
}

//===----------------------------------------------------------------------===//
// SelectOp
//===----------------------------------------------------------------------===//

PatternMatchResult
SelectOpConversion::matchAndRewrite(SelectOp op, ArrayRef<Value *> operands,
                                    ConversionPatternRewriter &rewriter) const {
  SelectOpOperandAdaptor selectOperands(operands);
  rewriter.replaceOpWithNewOp<spirv::SelectOp>(op, selectOperands.condition(),
                                               selectOperands.true_value(),
                                               selectOperands.false_value());
  return matchSuccess();
}

//===----------------------------------------------------------------------===//
// StoreOp
//===----------------------------------------------------------------------===//

PatternMatchResult
StoreOpConversion::matchAndRewrite(StoreOp storeOp, ArrayRef<Value *> operands,
                                   ConversionPatternRewriter &rewriter) const {
  StoreOpOperandAdaptor storeOperands(operands);
  auto storePtr =
      getElementPtr(rewriter, typeConverter, storeOp.getLoc(),
                    storeOp.memref()->getType().cast<MemRefType>(),
                    storeOperands.memref(), storeOperands.indices());
  rewriter.replaceOpWithNewOp<spirv::StoreOp>(storeOp, storePtr,
                                              storeOperands.value(),
                                              /*memory_access =*/nullptr,
                                              /*alignment =*/nullptr);
  return matchSuccess();
}

namespace {
/// Import the Standard Ops to SPIR-V Patterns.
#include "StandardToSPIRV.cpp.inc"
} // namespace

namespace mlir {
void populateStandardToSPIRVPatterns(MLIRContext *context,
                                     SPIRVTypeConverter &typeConverter,
                                     OwningRewritePatternList &patterns) {
  // Add patterns that lower operations into SPIR-V dialect.
  populateWithGenerated(context, &patterns);
  patterns.insert<ConstantIndexOpConversion, CmpIOpConversion,
                  IntegerOpConversion<AddIOp, spirv::IAddOp>,
                  IntegerOpConversion<MulIOp, spirv::IMulOp>,
                  IntegerOpConversion<SignedDivIOp, spirv::SDivOp>,
                  IntegerOpConversion<SignedRemIOp, spirv::SModOp>,
                  IntegerOpConversion<SubIOp, spirv::ISubOp>, LoadOpConversion,
                  ReturnOpConversion, SelectOpConversion, StoreOpConversion>(
      context, typeConverter);
}
} // namespace mlir