//===- TosaLayerwiseConstantFoldPass.cpp ----------------------------------===// // // 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 constant folding transformations on TOSA operations // //===----------------------------------------------------------------------===// #include "mlir/Dialect/Tosa/Transforms/Passes.h" #include "mlir/Dialect/Func/IR/FuncOps.h" #include "mlir/Dialect/Tosa/IR/TosaOps.h" #include "mlir/Pass/Pass.h" #include "mlir/Transforms/GreedyPatternRewriteDriver.h" namespace mlir { namespace tosa { #define GEN_PASS_DEF_TOSALAYERWISECONSTANTFOLDPASS #include "mlir/Dialect/Tosa/Transforms/Passes.h.inc" } // namespace tosa } // namespace mlir using namespace mlir; using namespace mlir::tosa; namespace { template void addOpsCanonicalizations(MLIRContext *ctx, RewritePatternSet &patterns) { (Args::getCanonicalizationPatterns(patterns, ctx), ...); } void populateTosaOpsCanonicalizationPatterns(MLIRContext *ctx, RewritePatternSet &patterns) { addOpsCanonicalizations< #define GET_OP_LIST #include "mlir/Dialect/Tosa/IR/TosaOps.cpp.inc" >(ctx, patterns); } struct TosaLayerwiseConstantFoldPass : public tosa::impl::TosaLayerwiseConstantFoldPassBase< TosaLayerwiseConstantFoldPass> { TosaLayerwiseConstantFoldPass( const TosaLayerwiseConstantFoldPassOptions &options) : TosaLayerwiseConstantFoldPassBase(options) {} void runOnOperation() override { auto *ctx = &getContext(); RewritePatternSet patterns(ctx); auto func = getOperation(); mlir::tosa::populateTosaFoldConstantReciprocalPatterns(ctx, patterns); mlir::tosa::populateTosaFoldConstantTransposePatterns(ctx, patterns); mlir::tosa::populateTosaConstantReduction(ctx, patterns, aggressiveReduceConstant); populateTosaOpsCanonicalizationPatterns(ctx, patterns); if (applyPatternsAndFoldGreedily(func, std::move(patterns)).failed()) signalPassFailure(); } }; } // namespace std::unique_ptr mlir::tosa::createTosaLayerwiseConstantFoldPass() { return std::make_unique( TosaLayerwiseConstantFoldPassOptions{false}); } std::unique_ptr mlir::tosa::createTosaLayerwiseConstantFoldPass( const TosaLayerwiseConstantFoldPassOptions &options) { return std::make_unique(options); }