// Copyright (c) 2019 PaddlePaddle Authors. All Rights Reserved. // // 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. #pragma once #include #include #include #include "paddle/fluid/framework/ir/fuse_pass_base.h" #include "paddle/fluid/framework/ir/graph.h" #include "paddle/fluid/framework/ir/graph_pattern_detector.h" #include "paddle/fluid/framework/ir/pass.h" namespace paddle { namespace framework { namespace ir { /* * Squash dequantize->quantize pair pattern into requantize op */ class CPUQuantizeSquashPass : public FusePassBase { public: virtual ~CPUQuantizeSquashPass() {} protected: std::unique_ptr ApplyImpl( std::unique_ptr graph) const override; /* * For each dequantize's output find the number of operators it is an input to */ void FindNodesToKeep( Graph* graph, std::unordered_map* nodes_keep_counter) const; /* * Squash dequantize-quantize ops pairs into requantize or nothing */ void Squash(Graph* graph, std::unordered_map* nodes_keep_counter) const; const std::string name_scope_{"squash"}; }; } // namespace ir } // namespace framework } // namespace paddle