Pattern.cpp

Go to the documentation of this file.

//===- Pattern.cpp - Conversion pattern to the LLVM dialect ---------------===//
//
// Part of the LLVM Project, under the Apache License v2.0 with LLVM Exceptions.
// See https://llvm.org/LICENSE.txt for license information.
// SPDX-License-Identifier: Apache-2.0 WITH LLVM-exception
//
//===----------------------------------------------------------------------===//
 
#include "mlir/Conversion/LLVMCommon/Pattern.h"
#include "mlir/Dialect/LLVMIR/FunctionCallUtils.h"
#include "mlir/Dialect/LLVMIR/LLVMDialect.h"
#include "mlir/Dialect/LLVMIR/LLVMTypes.h"
#include "mlir/IR/AffineMap.h"
#include "mlir/IR/BuiltinAttributes.h"
 
using namespace mlir;
 
//===----------------------------------------------------------------------===//
// ConvertToLLVMPattern
//===----------------------------------------------------------------------===//
 
ConvertToLLVMPattern::ConvertToLLVMPattern(
    StringRef rootOpName, MLIRContext *context,
    const LLVMTypeConverter &typeConverter, PatternBenefit benefit)
    : ConversionPattern(typeConverter, rootOpName, benefit, context) {}
 
const LLVMTypeConverter *ConvertToLLVMPattern::getTypeConverter() const {
  return static_cast<const LLVMTypeConverter *>(
      ConversionPattern::getTypeConverter());
}
 
LLVM::LLVMDialect &ConvertToLLVMPattern::getDialect() const {
  return *getTypeConverter()->getDialect();
}
 
Type ConvertToLLVMPattern::getIndexType() const {
  return getTypeConverter()->getIndexType();
}
 
Type ConvertToLLVMPattern::getIntPtrType(unsigned addressSpace) const {
  return IntegerType::get(&getTypeConverter()->getContext(),
                          getTypeConverter()->getPointerBitwidth(addressSpace));
}
 
Type ConvertToLLVMPattern::getVoidType() const {
  return LLVM::LLVMVoidType::get(&getTypeConverter()->getContext());
}
 
Type ConvertToLLVMPattern::getPtrType(unsigned addressSpace) const {
  return LLVM::LLVMPointerType::get(&getTypeConverter()->getContext(),
                                    addressSpace);
}
 
Type ConvertToLLVMPattern::getVoidPtrType() const { return getPtrType(); }
 
Value ConvertToLLVMPattern::createIndexAttrConstant(OpBuilder &builder,
                                                    Location loc,
                                                    Type resultType,
                                                    int64_t value) {
  return LLVM::ConstantOp::create(builder, loc, resultType,
                                  builder.getIndexAttr(value));
}
 
Value ConvertToLLVMPattern::getStridedElementPtr(
    ConversionPatternRewriter &rewriter, Location loc, MemRefType type,
    Value memRefDesc, ValueRange indices,
    LLVM::GEPNoWrapFlags noWrapFlags) const {
  return LLVM::getStridedElementPtr(rewriter, loc, *getTypeConverter(), type,
                                    memRefDesc, indices, noWrapFlags);
}
 
// Check if the MemRefType `type` is supported by the lowering. We currently
// only support memrefs with identity maps.
bool ConvertToLLVMPattern::isConvertibleAndHasIdentityMaps(
    MemRefType type) const {
  if (!type.getLayout().isIdentity())
    return false;
  return static_cast<bool>(typeConverter->convertType(type));
}
 
Type ConvertToLLVMPattern::getElementPtrType(MemRefType type) const {
  auto addressSpace = getTypeConverter()->getMemRefAddressSpace(type);
  if (failed(addressSpace))
    return {};
  return LLVM::LLVMPointerType::get(type.getContext(), *addressSpace);
}
 
void ConvertToLLVMPattern::getMemRefDescriptorSizes(
    Location loc, MemRefType memRefType, ValueRange dynamicSizes,
    ConversionPatternRewriter &rewriter, SmallVectorImpl<Value> &sizes,
    SmallVectorImpl<Value> &strides, Value &size, bool sizeInBytes) const {
  assert(isConvertibleAndHasIdentityMaps(memRefType) &&
         "layout maps must have been normalized away");
  assert(count(memRefType.getShape(), ShapedType::kDynamic) ==
             static_cast<ssize_t>(dynamicSizes.size()) &&
         "dynamicSizes size doesn't match dynamic sizes count in memref shape");
 
  sizes.reserve(memRefType.getRank());
  unsigned dynamicIndex = 0;
  Type indexType = getIndexType();
  for (int64_t size : memRefType.getShape()) {
    sizes.push_back(
        size == ShapedType::kDynamic
            ? dynamicSizes[dynamicIndex++]
            : createIndexAttrConstant(rewriter, loc, indexType, size));
  }
 
  // Strides: iterate sizes in reverse order and multiply.
  int64_t stride = 1;
  Value runningStride = createIndexAttrConstant(rewriter, loc, indexType, 1);
  strides.resize(memRefType.getRank());
  for (auto i = memRefType.getRank(); i-- > 0;) {
    strides[i] = runningStride;
 
    int64_t staticSize = memRefType.getShape()[i];
    bool useSizeAsStride = stride == 1;
    if (staticSize == ShapedType::kDynamic)
      stride = ShapedType::kDynamic;
    if (stride != ShapedType::kDynamic)
      stride *= staticSize;
 
    if (useSizeAsStride)
      runningStride = sizes[i];
    else if (stride == ShapedType::kDynamic)
      runningStride =
          LLVM::MulOp::create(rewriter, loc, runningStride, sizes[i]);
    else
      runningStride = createIndexAttrConstant(rewriter, loc, indexType, stride);
  }
  if (sizeInBytes) {
    // Buffer size in bytes.
    Type elementType = typeConverter->convertType(memRefType.getElementType());
    auto elementPtrType = LLVM::LLVMPointerType::get(rewriter.getContext());
    Value nullPtr = LLVM::ZeroOp::create(rewriter, loc, elementPtrType);
    Value gepPtr = LLVM::GEPOp::create(rewriter, loc, elementPtrType,
                                       elementType, nullPtr, runningStride);
    size = LLVM::PtrToIntOp::create(rewriter, loc, getIndexType(), gepPtr);
  } else {
    size = runningStride;
  }
}
 
Value ConvertToLLVMPattern::getSizeInBytes(
    Location loc, Type type, ConversionPatternRewriter &rewriter) const {
  // Compute the size of an individual element. This emits the MLIR equivalent
  // of the following sizeof(...) implementation in LLVM IR:
  //   %0 = getelementptr %elementType* null, %indexType 1
  //   %1 = ptrtoint %elementType* %0 to %indexType
  // which is a common pattern of getting the size of a type in bytes.
  Type llvmType = typeConverter->convertType(type);
  auto convertedPtrType = LLVM::LLVMPointerType::get(rewriter.getContext());
  auto nullPtr = LLVM::ZeroOp::create(rewriter, loc, convertedPtrType);
  auto gep = LLVM::GEPOp::create(rewriter, loc, convertedPtrType, llvmType,
                                 nullPtr, ArrayRef<LLVM::GEPArg>{1});
  return LLVM::PtrToIntOp::create(rewriter, loc, getIndexType(), gep);
}
 
Value ConvertToLLVMPattern::getNumElements(
    Location loc, MemRefType memRefType, ValueRange dynamicSizes,
    ConversionPatternRewriter &rewriter) const {
  assert(count(memRefType.getShape(), ShapedType::kDynamic) ==
             static_cast<ssize_t>(dynamicSizes.size()) &&
         "dynamicSizes size doesn't match dynamic sizes count in memref shape");
 
  Type indexType = getIndexType();
  Value numElements = memRefType.getRank() == 0
                          ? createIndexAttrConstant(rewriter, loc, indexType, 1)
                          : nullptr;
  unsigned dynamicIndex = 0;
 
  // Compute the total number of memref elements.
  for (int64_t staticSize : memRefType.getShape()) {
    if (numElements) {
      Value size =
          staticSize == ShapedType::kDynamic
              ? dynamicSizes[dynamicIndex++]
              : createIndexAttrConstant(rewriter, loc, indexType, staticSize);
      numElements = LLVM::MulOp::create(rewriter, loc, numElements, size);
    } else {
      numElements =
          staticSize == ShapedType::kDynamic
              ? dynamicSizes[dynamicIndex++]
              : createIndexAttrConstant(rewriter, loc, indexType, staticSize);
    }
  }
  return numElements;
}
 
/// Creates and populates the memref descriptor struct given all its fields.
MemRefDescriptor ConvertToLLVMPattern::createMemRefDescriptor(
    Location loc, MemRefType memRefType, Value allocatedPtr, Value alignedPtr,
    ArrayRef<Value> sizes, ArrayRef<Value> strides,
    ConversionPatternRewriter &rewriter) const {
  auto structType = typeConverter->convertType(memRefType);
  auto memRefDescriptor = MemRefDescriptor::poison(rewriter, loc, structType);
 
  // Field 1: Allocated pointer, used for malloc/free.
  memRefDescriptor.setAllocatedPtr(rewriter, loc, allocatedPtr);
 
  // Field 2: Actual aligned pointer to payload.
  memRefDescriptor.setAlignedPtr(rewriter, loc, alignedPtr);
 
  // Field 3: Offset in aligned pointer.
  Type indexType = getIndexType();
  memRefDescriptor.setOffset(
      rewriter, loc, createIndexAttrConstant(rewriter, loc, indexType, 0));
 
  // Fields 4: Sizes.
  for (const auto &en : llvm::enumerate(sizes))
    memRefDescriptor.setSize(rewriter, loc, en.index(), en.value());
 
  // Field 5: Strides.
  for (const auto &en : llvm::enumerate(strides))
    memRefDescriptor.setStride(rewriter, loc, en.index(), en.value());
 
  return memRefDescriptor;
}
 
LogicalResult ConvertToLLVMPattern::copyUnrankedDescriptors(
    OpBuilder &builder, Location loc, TypeRange origTypes,
    SmallVectorImpl<Value> &operands, bool toDynamic) const {
  assert(origTypes.size() == operands.size() &&
         "expected as may original types as operands");
 
  // Find operands of unranked memref type and store them.
  SmallVector<UnrankedMemRefDescriptor> unrankedMemrefs;
  SmallVector<unsigned> unrankedAddressSpaces;
  for (unsigned i = 0, e = operands.size(); i < e; ++i) {
    if (auto memRefType = dyn_cast<UnrankedMemRefType>(origTypes[i])) {
      unrankedMemrefs.emplace_back(operands[i]);
      FailureOr<unsigned> addressSpace =
          getTypeConverter()->getMemRefAddressSpace(memRefType);
      if (failed(addressSpace))
        return failure();
      unrankedAddressSpaces.emplace_back(*addressSpace);
    }
  }
 
  if (unrankedMemrefs.empty())
    return success();
 
  // Compute allocation sizes.
  SmallVector<Value> sizes;
  UnrankedMemRefDescriptor::computeSizes(builder, loc, *getTypeConverter(),
                                         unrankedMemrefs, unrankedAddressSpaces,
                                         sizes);
 
  // Get frequently used types.
  Type indexType = getTypeConverter()->getIndexType();
 
  // Find the malloc and free, or declare them if necessary.
  auto module = builder.getInsertionPoint()->getParentOfType<ModuleOp>();
  FailureOr<LLVM::LLVMFuncOp> freeFunc, mallocFunc;
  if (toDynamic) {
    mallocFunc = LLVM::lookupOrCreateMallocFn(builder, module, indexType);
    if (failed(mallocFunc))
      return failure();
  }
  if (!toDynamic) {
    freeFunc = LLVM::lookupOrCreateFreeFn(builder, module);
    if (failed(freeFunc))
      return failure();
  }
 
  unsigned unrankedMemrefPos = 0;
  for (unsigned i = 0, e = operands.size(); i < e; ++i) {
    Type type = origTypes[i];
    if (!isa<UnrankedMemRefType>(type))
      continue;
    Value allocationSize = sizes[unrankedMemrefPos++];
    UnrankedMemRefDescriptor desc(operands[i]);
 
    // Allocate memory, copy, and free the source if necessary.
    Value memory =
        toDynamic ? LLVM::CallOp::create(builder, loc, mallocFunc.value(),
                                         allocationSize)
                        .getResult()
                  : LLVM::AllocaOp::create(builder, loc, getPtrType(),
                                           IntegerType::get(getContext(), 8),
                                           allocationSize,
                                           /*alignment=*/0);
    Value source = desc.memRefDescPtr(builder, loc);
    LLVM::MemcpyOp::create(builder, loc, memory, source, allocationSize, false);
    if (!toDynamic)
      LLVM::CallOp::create(builder, loc, freeFunc.value(), source);
 
    // Create a new descriptor. The same descriptor can be returned multiple
    // times, attempting to modify its pointer can lead to memory leaks
    // (allocated twice and overwritten) or double frees (the caller does not
    // know if the descriptor points to the same memory).
    Type descriptorType = getTypeConverter()->convertType(type);
    if (!descriptorType)
      return failure();
    auto updatedDesc =
        UnrankedMemRefDescriptor::poison(builder, loc, descriptorType);
    Value rank = desc.rank(builder, loc);
    updatedDesc.setRank(builder, loc, rank);
    updatedDesc.setMemRefDescPtr(builder, loc, memory);
 
    operands[i] = updatedDesc;
  }
 
  return success();
}
 
//===----------------------------------------------------------------------===//
// Detail methods
//===----------------------------------------------------------------------===//
 
void LLVM::detail::setNativeProperties(Operation *op,
                                       IntegerOverflowFlags overflowFlags) {
  if (auto iface = dyn_cast<IntegerOverflowFlagsInterface>(op))
    iface.setOverflowFlags(overflowFlags);
}
 
/// Replaces the given operation "op" with a new operation of type "targetOp"
/// and given operands.
LogicalResult LLVM::detail::oneToOneRewrite(
    Operation *op, StringRef targetOp, ValueRange operands,
    ArrayRef<NamedAttribute> targetAttrs,
    const LLVMTypeConverter &typeConverter, ConversionPatternRewriter &rewriter,
    IntegerOverflowFlags overflowFlags) {
  unsigned numResults = op->getNumResults();
 
  SmallVector<Type> resultTypes;
  if (numResults != 0) {
    resultTypes.push_back(
        typeConverter.packOperationResults(op->getResultTypes()));
    if (!resultTypes.back())
      return failure();
  }
 
  // Create the operation through state since we don't know its C++ type.
  Operation *newOp =
      rewriter.create(op->getLoc(), rewriter.getStringAttr(targetOp), operands,
                      resultTypes, targetAttrs);
 
  setNativeProperties(newOp, overflowFlags);
 
  // If the operation produced 0 or 1 result, return them immediately.
  if (numResults == 0)
    return rewriter.eraseOp(op), success();
  if (numResults == 1)
    return rewriter.replaceOp(op, newOp->getResult(0)), success();
 
  // Otherwise, it had been converted to an operation producing a structure.
  // Extract individual results from the structure and return them as list.
  SmallVector<Value, 4> results;
  results.reserve(numResults);
  for (unsigned i = 0; i < numResults; ++i) {
    results.push_back(LLVM::ExtractValueOp::create(rewriter, op->getLoc(),
                                                   newOp->getResult(0), i));
  }
  rewriter.replaceOp(op, results);
  return success();
}
 
LogicalResult LLVM::detail::intrinsicRewrite(
    Operation *op, StringRef intrinsic, ValueRange operands,
    const LLVMTypeConverter &typeConverter, RewriterBase &rewriter) {
  auto loc = op->getLoc();
 
  if (!llvm::all_of(operands, [](Value value) {
        return LLVM::isCompatibleType(value.getType());
      }))
    return failure();
 
  unsigned numResults = op->getNumResults();
  Type resType;
  if (numResults != 0)
    resType = typeConverter.packOperationResults(op->getResultTypes());
 
  auto callIntrOp = LLVM::CallIntrinsicOp::create(
      rewriter, loc, resType, rewriter.getStringAttr(intrinsic), operands);
  // Propagate attributes.
  callIntrOp->setAttrs(op->getAttrDictionary());
 
  if (numResults <= 1) {
    // Directly replace the original op.
    rewriter.replaceOp(op, callIntrOp);
    return success();
  }
 
  // Extract individual results from packed structure and use them as
  // replacements.
  SmallVector<Value, 4> results;
  results.reserve(numResults);
  Value intrRes = callIntrOp.getResults();
  for (unsigned i = 0; i < numResults; ++i)
    results.push_back(LLVM::ExtractValueOp::create(rewriter, loc, intrRes, i));
  rewriter.replaceOp(op, results);
 
  return success();
}
 
static unsigned getBitWidth(Type type) {
  if (type.isIntOrFloat())
    return type.getIntOrFloatBitWidth();
 
  auto vec = cast<VectorType>(type);
  assert(!vec.isScalable() && "scalable vectors are not supported");
  return vec.getNumElements() * getBitWidth(vec.getElementType());
}
 
static Value createI32Constant(OpBuilder &builder, Location loc,
                               int32_t value) {
  Type i32 = builder.getI32Type();
  return LLVM::ConstantOp::create(builder, loc, i32, value);
}
 
SmallVector<Value> mlir::LLVM::decomposeValue(OpBuilder &builder, Location loc,
                                              Value src, Type dstType) {
  Type srcType = src.getType();
  if (srcType == dstType)
    return {src};
 
  unsigned srcBitWidth = getBitWidth(srcType);
  unsigned dstBitWidth = getBitWidth(dstType);
  if (srcBitWidth == dstBitWidth) {
    Value cast = LLVM::BitcastOp::create(builder, loc, dstType, src);
    return {cast};
  }
 
  if (dstBitWidth > srcBitWidth) {
    auto smallerInt = builder.getIntegerType(srcBitWidth);
    if (srcType != smallerInt)
      src = LLVM::BitcastOp::create(builder, loc, smallerInt, src);
 
    auto largerInt = builder.getIntegerType(dstBitWidth);
    Value res = LLVM::ZExtOp::create(builder, loc, largerInt, src);
    return {res};
  }
  assert(srcBitWidth % dstBitWidth == 0 &&
         "src bit width must be a multiple of dst bit width");
  int64_t numElements = srcBitWidth / dstBitWidth;
  auto vecType = VectorType::get(numElements, dstType);
 
  src = LLVM::BitcastOp::create(builder, loc, vecType, src);
 
  SmallVector<Value> res;
  for (auto i : llvm::seq(numElements)) {
    Value idx = createI32Constant(builder, loc, i);
    Value elem = LLVM::ExtractElementOp::create(builder, loc, src, idx);
    res.emplace_back(elem);
  }
 
  return res;
}
 
Value mlir::LLVM::composeValue(OpBuilder &builder, Location loc, ValueRange src,
                               Type dstType) {
  assert(!src.empty() && "src range must not be empty");
  if (src.size() == 1) {
    Value res = src.front();
    if (res.getType() == dstType)
      return res;
 
    unsigned srcBitWidth = getBitWidth(res.getType());
    unsigned dstBitWidth = getBitWidth(dstType);
    if (dstBitWidth < srcBitWidth) {
      auto largerInt = builder.getIntegerType(srcBitWidth);
      if (res.getType() != largerInt)
        res = LLVM::BitcastOp::create(builder, loc, largerInt, res);
 
      auto smallerInt = builder.getIntegerType(dstBitWidth);
      res = LLVM::TruncOp::create(builder, loc, smallerInt, res);
    }
 
    if (res.getType() != dstType)
      res = LLVM::BitcastOp::create(builder, loc, dstType, res);
 
    return res;
  }
 
  int64_t numElements = src.size();
  auto srcType = VectorType::get(numElements, src.front().getType());
  Value res = LLVM::PoisonOp::create(builder, loc, srcType);
  for (auto &&[i, elem] : llvm::enumerate(src)) {
    Value idx = createI32Constant(builder, loc, i);
    res = LLVM::InsertElementOp::create(builder, loc, srcType, res, elem, idx);
  }
 
  if (res.getType() != dstType)
    res = LLVM::BitcastOp::create(builder, loc, dstType, res);
 
  return res;
}
 
Value mlir::LLVM::getStridedElementPtr(OpBuilder &builder, Location loc,
                                       const LLVMTypeConverter &converter,
                                       MemRefType type, Value memRefDesc,
                                       ValueRange indices,
                                       LLVM::GEPNoWrapFlags noWrapFlags) {
  auto [strides, offset] = type.getStridesAndOffset();
 
  MemRefDescriptor memRefDescriptor(memRefDesc);
  // Use a canonical representation of the start address so that later
  // optimizations have a longer sequence of instructions to CSE.
  // If we don't do that we would sprinkle the memref.offset in various
  // position of the different address computations.
  Value base = memRefDescriptor.bufferPtr(builder, loc, converter, type);
 
  LLVM::IntegerOverflowFlags intOverflowFlags =
      LLVM::IntegerOverflowFlags::none;
  if (LLVM::bitEnumContainsAny(noWrapFlags, LLVM::GEPNoWrapFlags::nusw)) {
    intOverflowFlags = intOverflowFlags | LLVM::IntegerOverflowFlags::nsw;
  }
  if (LLVM::bitEnumContainsAny(noWrapFlags, LLVM::GEPNoWrapFlags::nuw)) {
    intOverflowFlags = intOverflowFlags | LLVM::IntegerOverflowFlags::nuw;
  }
 
  Type indexType = converter.getIndexType();
  Value index;
  for (int i = 0, e = indices.size(); i < e; ++i) {
    Value increment = indices[i];
    if (strides[i] != 1) { // Skip if stride is 1.
      Value stride =
          ShapedType::isDynamic(strides[i])
              ? memRefDescriptor.stride(builder, loc, i)
              : LLVM::ConstantOp::create(builder, loc, indexType,
                                         builder.getIndexAttr(strides[i]));
      increment = LLVM::MulOp::create(builder, loc, increment, stride,
                                      intOverflowFlags);
    }
    index = index ? LLVM::AddOp::create(builder, loc, index, increment,
                                        intOverflowFlags)
                  : increment;
  }
 
  Type elementPtrType = memRefDescriptor.getElementPtrType();
  return index
             ? LLVM::GEPOp::create(builder, loc, elementPtrType,
                                   converter.convertType(type.getElementType()),
                                   base, index, noWrapFlags)
             : base;
}