//===- RemoveInstrumentationPass.cpp - Removes instrumentation ------------===// // // Part of the MLIR 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 defines a pass to remove any instrumentation ops. It is often one // of the final steps when performing quantization and is run after any // decisions requiring instrumentation have been made. // //===----------------------------------------------------------------------===// #include "mlir/Dialect/QuantOps/QuantOps.h" #include "mlir/IR/MLIRContext.h" #include "mlir/IR/PatternMatch.h" #include "mlir/Pass/Pass.h" #include "mlir/Quantizer/Transforms/Passes.h" using namespace mlir; using namespace mlir::quantizer; using namespace mlir::quant; namespace { class RemoveInstrumentationPass : public FunctionPass<RemoveInstrumentationPass> { void runOnFunction() override; }; template <typename OpTy> class RemoveIdentityOpRewrite : public RewritePattern { public: RemoveIdentityOpRewrite(MLIRContext *context) : RewritePattern(OpTy::getOperationName(), 1, context) {} PatternMatchResult matchAndRewrite(Operation *op, PatternRewriter &rewriter) const override { assert(op->getNumOperands() == 1); assert(op->getNumResults() == 1); rewriter.replaceOp(op, op->getOperand(0)); return matchSuccess(); } }; } // end anonymous namespace void RemoveInstrumentationPass::runOnFunction() { OwningRewritePatternList patterns; auto func = getFunction(); auto *context = &getContext(); patterns.insert<RemoveIdentityOpRewrite<StatisticsOp>, RemoveIdentityOpRewrite<StatisticsRefOp>, RemoveIdentityOpRewrite<CoupledRefOp>>(context); applyPatternsGreedily(func, patterns); } std::unique_ptr<OpPassBase<FuncOp>> mlir::quantizer::createRemoveInstrumentationPass() { return std::make_unique<RemoveInstrumentationPass>(); } static PassRegistration<RemoveInstrumentationPass> pass("quantizer-remove-instrumentation", "Removes instrumentation and hints which have no effect on final " "execution");