107 lines
4.2 KiB
C++
107 lines
4.2 KiB
C++
//===- BufferizationToMemRef.cpp - Bufferization to MemRef conversion -----===//
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//
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// Part of the LLVM Project, under the Apache License v2.0 with LLVM Exceptions.
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// See https://llvm.org/LICENSE.txt for license information.
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// SPDX-License-Identifier: Apache-2.0 WITH LLVM-exception
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//
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//===----------------------------------------------------------------------===//
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//
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// This file implements patterns to convert Bufferization dialect to MemRef
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// dialect.
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//
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//===----------------------------------------------------------------------===//
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#include "mlir/Conversion/BufferizationToMemRef/BufferizationToMemRef.h"
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#include "../PassDetail.h"
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#include "mlir/Dialect/Arithmetic/IR/Arithmetic.h"
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#include "mlir/Dialect/Bufferization/IR/Bufferization.h"
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#include "mlir/Dialect/MemRef/IR/MemRef.h"
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#include "mlir/IR/BuiltinTypes.h"
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#include "mlir/Support/LogicalResult.h"
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#include "mlir/Transforms/DialectConversion.h"
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using namespace mlir;
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namespace {
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/// The CloneOpConversion transforms all bufferization clone operations into
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/// memref alloc and memref copy operations. In the dynamic-shape case, it also
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/// emits additional dim and constant operations to determine the shape. This
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/// conversion does not resolve memory leaks if it is used alone.
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struct CloneOpConversion : public OpConversionPattern<bufferization::CloneOp> {
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using OpConversionPattern<bufferization::CloneOp>::OpConversionPattern;
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LogicalResult
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matchAndRewrite(bufferization::CloneOp op, OpAdaptor adaptor,
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ConversionPatternRewriter &rewriter) const override {
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// Check for unranked memref types which are currently not supported.
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Type type = op.getType();
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if (type.isa<UnrankedMemRefType>()) {
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return rewriter.notifyMatchFailure(
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op, "UnrankedMemRefType is not supported.");
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}
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MemRefType memrefType = type.cast<MemRefType>();
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MemRefLayoutAttrInterface layout;
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auto allocType =
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MemRefType::get(memrefType.getShape(), memrefType.getElementType(),
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layout, memrefType.getMemorySpace());
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// Since this implementation always allocates, certain result types of the
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// clone op cannot be lowered.
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if (!memref::CastOp::areCastCompatible({allocType}, {memrefType}))
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return failure();
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// Transform a clone operation into alloc + copy operation and pay
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// attention to the shape dimensions.
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Location loc = op->getLoc();
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SmallVector<Value, 4> dynamicOperands;
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for (int i = 0; i < memrefType.getRank(); ++i) {
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if (!memrefType.isDynamicDim(i))
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continue;
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Value size = rewriter.createOrFold<arith::ConstantIndexOp>(loc, i);
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Value dim =
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rewriter.createOrFold<memref::DimOp>(loc, op.getInput(), size);
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dynamicOperands.push_back(dim);
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}
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// Allocate a memref with identity layout.
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Value alloc = rewriter.create<memref::AllocOp>(op->getLoc(), allocType,
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dynamicOperands);
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// Cast the allocation to the specified type if needed.
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if (memrefType != allocType)
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alloc = rewriter.create<memref::CastOp>(op->getLoc(), memrefType, alloc);
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rewriter.replaceOp(op, alloc);
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rewriter.create<memref::CopyOp>(loc, op.getInput(), alloc);
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return success();
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}
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};
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} // namespace
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void mlir::populateBufferizationToMemRefConversionPatterns(
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RewritePatternSet &patterns) {
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patterns.add<CloneOpConversion>(patterns.getContext());
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}
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namespace {
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struct BufferizationToMemRefPass
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: public ConvertBufferizationToMemRefBase<BufferizationToMemRefPass> {
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BufferizationToMemRefPass() = default;
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void runOnOperation() override {
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RewritePatternSet patterns(&getContext());
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populateBufferizationToMemRefConversionPatterns(patterns);
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ConversionTarget target(getContext());
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target.addLegalDialect<memref::MemRefDialect>();
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target.addLegalOp<arith::ConstantOp>();
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target.addIllegalDialect<bufferization::BufferizationDialect>();
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if (failed(applyPartialConversion(getOperation(), target,
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std::move(patterns))))
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signalPassFailure();
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}
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};
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} // namespace
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std::unique_ptr<Pass> mlir::createBufferizationToMemRefPass() {
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return std::make_unique<BufferizationToMemRefPass>();
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}
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