//===- QuantOps.cpp - Quantization Type and Ops Implementation --*- C++ -*-===// // // 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. // ============================================================================= #include "mlir/Dialect/QuantOps/QuantOps.h" #include "TypeDetail.h" #include "mlir/Dialect/QuantOps/QuantTypes.h" #include "mlir/IR/MLIRContext.h" #include "mlir/IR/Matchers.h" #include "mlir/IR/PatternMatch.h" #include "mlir/IR/StandardTypes.h" #include "llvm/ADT/StringRef.h" #include "llvm/ADT/Twine.h" #include "llvm/Support/MathExtras.h" #include using namespace mlir; using namespace mlir::quant; using namespace mlir::quant::detail; #define GET_OP_CLASSES #include "mlir/Dialect/QuantOps/QuantOps.cpp.inc" namespace { /// Matches x -> [scast -> scast] -> y, replacing the second scast with the /// value of x if the casts invert each other. class RemoveRedundantStorageCastsRewrite : public OpRewritePattern { public: using OpRewritePattern::OpRewritePattern; PatternMatchResult matchAndRewrite(StorageCastOp op, PatternRewriter &rewriter) const override { if (!matchPattern(op.arg(), m_Op())) return matchFailure(); auto srcScastOp = cast(op.arg()->getDefiningOp()); if (srcScastOp.arg()->getType() != op.getType()) return matchFailure(); rewriter.replaceOp(op, srcScastOp.arg()); return matchSuccess(); } }; } // end anonymous namespace void StorageCastOp::getCanonicalizationPatterns( OwningRewritePatternList &patterns, MLIRContext *context) { patterns.insert(context); } QuantizationDialect::QuantizationDialect(MLIRContext *context) : Dialect(/*name=*/"quant", context) { addTypes(); addOperations< #define GET_OP_LIST #include "mlir/Dialect/QuantOps/QuantOps.cpp.inc" >(); }