TosaToTensorPass.cpp

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//===- TosaToTensorPass.cpp - Lowering Tosa to Tensor 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
//
//===----------------------------------------------------------------------===//
//
// This transformation pass legalizes Tosa operations to the Tensor dialect.
//
//===----------------------------------------------------------------------===//
 
#include "mlir/Conversion/TosaToTensor/TosaToTensor.h"
 
#include "mlir/Dialect/Arith/IR/Arith.h"
#include "mlir/Dialect/Tensor/IR/Tensor.h"
#include "mlir/Dialect/Tosa/IR/TosaOps.h"
#include "mlir/Dialect/Tosa/Transforms/Passes.h"
#include "mlir/IR/PatternMatch.h"
#include "mlir/Pass/PassManager.h"
#include "mlir/Transforms/DialectConversion.h"
#include "mlir/Transforms/GreedyPatternRewriteDriver.h"
 
namespace mlir {
#define GEN_PASS_DEF_TOSATOTENSOR
#include "mlir/Conversion/Passes.h.inc"
} // namespace mlir
 
using namespace mlir;
using namespace tosa;
 
namespace {
struct TosaToTensor : public impl::TosaToTensorBase<TosaToTensor> {
public:
  void runOnOperation() override {
    RewritePatternSet patterns(&getContext());
    ConversionTarget target(getContext());
    target.addIllegalOp<tosa::ConcatOp>();
    target.addIllegalOp<tosa::ReshapeOp>();
    target.addIllegalOp<tosa::SliceOp>();
    target.addIllegalOp<tosa::PadOp>();
    target.addLegalDialect<arith::ArithDialect>();
    target.addLegalDialect<tensor::TensorDialect>();
 
    TypeConverter converter;
    mlir::tosa::populateTosaTypeConversion(converter);
 
    mlir::tosa::populateTosaToTensorConversionPatterns(converter, &patterns);
 
    if (failed(applyPartialConversion(getOperation(), target,
                                      std::move(patterns))))
      signalPassFailure();
  }
};
} // namespace
 
std::unique_ptr<Pass> mlir::tosa::createTosaToTensor() {
  return std::make_unique<TosaToTensor>();
}