//===- RemoveInstrumentationPass.cpp - Removes instrumentation ------------===// // // Copyright 2019 The MLIR Authors. // // Licensed under the Apache License, Version 2.0 (the "License"); // you may not use this file except in compliance with the License. // You may obtain a copy of the License at // // http://www.apache.org/licenses/LICENSE-2.0 // // Unless required by applicable law or agreed to in writing, software // distributed under the License is distributed on an "AS IS" BASIS, // WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. // See the License for the specific language governing permissions and // limitations under the License. // ============================================================================= // // 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 { void runOnFunction() override; }; template 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.push_back( llvm::make_unique>(context)); patterns.push_back( llvm::make_unique>(context)); patterns.push_back( llvm::make_unique>(context)); applyPatternsGreedily(func, std::move(patterns)); } FunctionPassBase *mlir::quantizer::createRemoveInstrumentationPass() { return new RemoveInstrumentationPass(); } static PassRegistration pass("quantizer-remove-instrumentation", "Removes instrumentation and hints which have no effect on final " "execution");