MorphOps.cpp

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//===- MorphOps.cpp - conversion between named,category and generic ops ---===//
//
// 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 conversions between linalg ops:
//    named <--> category (elementwise, contraction, ..) <--> generic.
//===----------------------------------------------------------------------===//
 
#include "mlir/Dialect/Complex/IR/Complex.h"
#include "mlir/Dialect/Linalg/IR/Linalg.h"
#include "mlir/Dialect/Linalg/IR/LinalgInterfaces.h"
#include "mlir/Dialect/Linalg/Passes.h"
#include "mlir/Dialect/Linalg/Transforms/Transforms.h"
#include "mlir/Dialect/Math/IR/Math.h"
#include "mlir/IR/PatternMatch.h"
#include "mlir/Transforms/GreedyPatternRewriteDriver.h"
 
namespace mlir {
#define GEN_PASS_DEF_LINALGMORPHOPSPASS
#define GEN_PASS_DEF_LINALGCATEGORIZEOPSPASS
#include "mlir/Dialect/Linalg/Passes.h.inc"
} // namespace mlir
 
#define DEBUG_TYPE "linalg-morphism"
 
using namespace mlir;
using namespace mlir::linalg;
 
namespace {
struct LinalgMorphOpsPass
    : public impl::LinalgMorphOpsPassBase<LinalgMorphOpsPass> {
 
  using impl::LinalgMorphOpsPassBase<
      LinalgMorphOpsPass>::LinalgMorphOpsPassBase;
 
  void runOnOperation() override;
};
 
void LinalgMorphOpsPass::runOnOperation() {
 
  RewritePatternSet patterns(&getContext());
 
  // Lowering paths (named -> category -> generic)
  if (namedToGeneric || categoryToGeneric)
    populateLinalgNamedOpsGeneralizationPatterns(patterns, false);
 
  // Lifting paths (named <- category <- generic)
  if (genericToNamed || categoryToNamed)
    populateLinalgGenericOpsSpecializationPatterns(patterns, false);
 
  // Category paths (named -> category <- generic)
  if (genericToCategory)
    populateLinalgGenericOpsSpecializationPatterns(patterns, true);
  if (namedToCategory)
    populateLinalgNamedOpsGeneralizationPatterns(patterns, true);
 
  if (failed(applyPatternsGreedily(getOperation(), std::move(patterns))))
    signalPassFailure();
}
 
struct LinalgCategorizeOpsPass
    : public impl::LinalgCategorizeOpsPassBase<LinalgCategorizeOpsPass> {
 
  using impl::LinalgCategorizeOpsPassBase<
      LinalgCategorizeOpsPass>::LinalgCategorizeOpsPassBase;
 
  void runOnOperation() override;
};
 
void LinalgCategorizeOpsPass::runOnOperation() {
  RewritePatternSet patterns(&getContext());
  patterns.add<LinalgCategorizationPattern>(&getContext());
 
  if (failed(applyPatternsGreedily(getOperation(), std::move(patterns))))
    signalPassFailure();
}
} // namespace