BufferizationToMemRef.cpp

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//===- BufferizationToMemRef.cpp - Bufferization to MemRef conversion -----===//
//
// 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
//
//===----------------------------------------------------------------------===//
//
// This file implements patterns to convert Bufferization dialect to MemRef
// dialect.
//
//===----------------------------------------------------------------------===//
 
#include "mlir/Conversion/BufferizationToMemRef/BufferizationToMemRef.h"
 
#include "mlir/Dialect/Arith/IR/Arith.h"
#include "mlir/Dialect/Bufferization/IR/Bufferization.h"
#include "mlir/Dialect/Bufferization/Transforms/Passes.h"
#include "mlir/Dialect/Func/IR/FuncOps.h"
#include "mlir/Dialect/MemRef/IR/MemRef.h"
#include "mlir/Dialect/SCF/IR/SCF.h"
#include "mlir/IR/BuiltinTypes.h"
#include "mlir/Pass/Pass.h"
#include "mlir/Support/LogicalResult.h"
#include "mlir/Transforms/DialectConversion.h"
 
namespace mlir {
#define GEN_PASS_DEF_CONVERTBUFFERIZATIONTOMEMREF
#include "mlir/Conversion/Passes.h.inc"
} // namespace mlir
 
using namespace mlir;
 
namespace {
/// The CloneOpConversion transforms all bufferization clone operations into
/// memref alloc and memref copy operations. In the dynamic-shape case, it also
/// emits additional dim and constant operations to determine the shape. This
/// conversion does not resolve memory leaks if it is used alone.
struct CloneOpConversion : public OpConversionPattern<bufferization::CloneOp> {
  using OpConversionPattern<bufferization::CloneOp>::OpConversionPattern;
 
  LogicalResult
  matchAndRewrite(bufferization::CloneOp op, OpAdaptor adaptor,
                  ConversionPatternRewriter &rewriter) const override {
    // Check for unranked memref types which are currently not supported.
    Type type = op.getType();
    if (isa<UnrankedMemRefType>(type)) {
      return rewriter.notifyMatchFailure(
          op, "UnrankedMemRefType is not supported.");
    }
    MemRefType memrefType = cast<MemRefType>(type);
    MemRefLayoutAttrInterface layout;
    auto allocType =
        MemRefType::get(memrefType.getShape(), memrefType.getElementType(),
                        layout, memrefType.getMemorySpace());
    // Since this implementation always allocates, certain result types of the
    // clone op cannot be lowered.
    if (!memref::CastOp::areCastCompatible({allocType}, {memrefType}))
      return failure();
 
    // Transform a clone operation into alloc + copy operation and pay
    // attention to the shape dimensions.
    Location loc = op->getLoc();
    SmallVector<Value, 4> dynamicOperands;
    for (int i = 0; i < memrefType.getRank(); ++i) {
      if (!memrefType.isDynamicDim(i))
        continue;
      Value dim = rewriter.createOrFold<memref::DimOp>(loc, op.getInput(), i);
      dynamicOperands.push_back(dim);
    }
 
    // Allocate a memref with identity layout.
    Value alloc = rewriter.create<memref::AllocOp>(op->getLoc(), allocType,
                                                   dynamicOperands);
    // Cast the allocation to the specified type if needed.
    if (memrefType != allocType)
      alloc = rewriter.create<memref::CastOp>(op->getLoc(), memrefType, alloc);
    rewriter.replaceOp(op, alloc);
    rewriter.create<memref::CopyOp>(loc, op.getInput(), alloc);
    return success();
  }
};
 
} // namespace
 
namespace {
struct BufferizationToMemRefPass
    : public impl::ConvertBufferizationToMemRefBase<BufferizationToMemRefPass> {
  BufferizationToMemRefPass() = default;
 
  void runOnOperation() override {
    if (!isa<ModuleOp, FunctionOpInterface>(getOperation())) {
      emitError(getOperation()->getLoc(),
                "root operation must be a builtin.module or a function");
      signalPassFailure();
      return;
    }
 
    func::FuncOp helperFuncOp;
    if (auto module = dyn_cast<ModuleOp>(getOperation())) {
      OpBuilder builder =
          OpBuilder::atBlockBegin(&module.getBodyRegion().front());
      SymbolTable symbolTable(module);
 
      // Build dealloc helper function if there are deallocs.
      getOperation()->walk([&](bufferization::DeallocOp deallocOp) {
        if (deallocOp.getMemrefs().size() > 1) {
          helperFuncOp = bufferization::buildDeallocationLibraryFunction(
              builder, getOperation()->getLoc(), symbolTable);
          return WalkResult::interrupt();
        }
        return WalkResult::advance();
      });
    }
 
    RewritePatternSet patterns(&getContext());
    patterns.add<CloneOpConversion>(patterns.getContext());
    bufferization::populateBufferizationDeallocLoweringPattern(patterns,
                                                               helperFuncOp);
 
    ConversionTarget target(getContext());
    target.addLegalDialect<memref::MemRefDialect, arith::ArithDialect,
                           scf::SCFDialect, func::FuncDialect>();
    target.addIllegalDialect<bufferization::BufferizationDialect>();
 
    if (failed(applyPartialConversion(getOperation(), target,
                                      std::move(patterns))))
      signalPassFailure();
  }
};
} // namespace
 
std::unique_ptr<Pass> mlir::createBufferizationToMemRefPass() {
  return std::make_unique<BufferizationToMemRefPass>();
}