llvm-project/mlir/lib/Conversion/TosaToLinalg/TosaToLinalgPass.cpp

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//===- TosaToLinalgPass.cpp - Lowering Tosa to Linalg 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 Linalg dialect.
//
//===----------------------------------------------------------------------===//
#include "../PassDetail.h"
#include "mlir/Conversion/TosaToLinalg/TosaToLinalg.h"
#include "mlir/Dialect/Linalg/IR/LinalgOps.h"
#include "mlir/Dialect/StandardOps/IR/Ops.h"
#include "mlir/Dialect/Tosa/IR/TosaOps.h"
#include "mlir/Dialect/Tosa/Transforms/PassDetail.h"
#include "mlir/Dialect/Tosa/Transforms/Passes.h"
#include "mlir/Dialect/Tosa/Utils/QuantUtils.h"
#include "mlir/IR/PatternMatch.h"
#include "mlir/Pass/PassManager.h"
#include "mlir/Transforms/DialectConversion.h"
#include "mlir/Transforms/GreedyPatternRewriteDriver.h"
using namespace mlir;
namespace {
struct TosaToLinalgOnTensors
: public TosaToLinalgOnTensorsBase<TosaToLinalgOnTensors> {
public:
void getDependentDialects(DialectRegistry &registry) const override {
registry.insert<linalg::LinalgDialect, StandardOpsDialect>();
}
void runOnFunction() override {
OwningRewritePatternList patterns;
ConversionTarget target(getContext());
target.addLegalDialect<linalg::LinalgDialect, StandardOpsDialect>();
target.addIllegalDialect<tosa::TosaDialect>();
target.markUnknownOpDynamicallyLegal([](Operation *) { return true; });
FuncOp func = getFunction();
mlir::tosa::populateTosaToLinalgOnTensorsConversionPatterns(
func.getContext(), &patterns);
if (failed(applyFullConversion(func, target, std::move(patterns))))
signalPassFailure();
}
};
} // namespace
std::unique_ptr<Pass> mlir::tosa::createTosaToLinalgOnTensors() {
return std::make_unique<TosaToLinalgOnTensors>();
}
void mlir::tosa::addTosaToLinalgOnTensorsPasses(OpPassManager &pm) {
pm.addNestedPass<FuncOp>(createTosaMakeBroadcastablePass());
pm.addNestedPass<FuncOp>(createTosaToLinalgOnTensors());
}