ConcatOpPatterns.cpp

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//===- ConcatOpPatterns.cpp - Patterns related to tensor.concat lowering --===//
//
// 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/Dialect/Affine/IR/AffineOps.h"
#include "mlir/Dialect/Arith/IR/Arith.h"
#include "mlir/Dialect/Arith/Utils/Utils.h"
#include "mlir/Dialect/Tensor/IR/Tensor.h"
#include "mlir/Dialect/Tensor/Transforms/Transforms.h"
#include "mlir/IR/PatternMatch.h"
 
using namespace mlir;
using namespace mlir::tensor;
 
namespace {
 
/// Decompose `tensor.concat` into `tensor.empty` and a chain of slice inserts.
///
/// %concat = tensor.concat dim(1) %0, %1 :
///         (tensor<2x3xf32>, tensor<2x4xf32>) -> tensor<2x7xf32>
///
/// Becomes
///
/// %empty = tensor.empty() : tensor<2x7xf32>
/// %insert0 = tensor.insert_slice %0 into %empty[0, 0][2, 3][1, 1]
/// %concat = tensor.insert_slice %1 into %insert0[0, 3][2, 4][1, 1]
struct DecomposeTensorConcatOp : public OpRewritePattern<ConcatOp> {
  using OpRewritePattern<ConcatOp>::OpRewritePattern;
 
  LogicalResult matchAndRewrite(ConcatOp concatOp,
                                PatternRewriter &rewriter) const override {
    FailureOr<SmallVector<Value>> decomposed =
        concatOp.decomposeOperation(rewriter);
    if (failed(decomposed)) {
      return rewriter.notifyMatchFailure(
          concatOp, "failed to get the decomposed insert slices");
    }
    rewriter.replaceOp(concatOp, decomposed.value()[0]);
    return success();
  }
};
 
} // namespace
 
void mlir::tensor::populateDecomposeTensorConcatPatterns(
    RewritePatternSet &patterns) {
  patterns.add<DecomposeTensorConcatOp>(patterns.getContext());
}