/* Copyright (c) 2018 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 #include #include #include "paddle/fluid/framework/framework.pb.h" #include "paddle/fluid/framework/scope.h" #include "paddle/fluid/framework/variable.h" #include "paddle/fluid/platform/enforce.h" #include "paddle/fluid/platform/port.h" namespace paddle { namespace inference { namespace analysis { template void SetAttr(framework::proto::OpDesc *op, const std::string &name, const T &data); template int AccuDims(Vec &&vec, int size) { int res = 1; for (int i = 0; i < size; i++) { res *= std::forward(vec)[i]; } return res; } #define SET_TYPE(type__) dic_[std::type_index(typeid(type__))] = #type__; /* * Map typeid to representation. */ struct DataTypeNamer { static const DataTypeNamer &Global() { static auto *x = new DataTypeNamer(); return *x; } template const std::string &repr() const { auto x = std::type_index(typeid(T)); PADDLE_ENFORCE(dic_.count(x), "unknown type for representation"); return dic_.at(x); } const std::string &repr(const std::type_index &type) const { // NOLINT PADDLE_ENFORCE(dic_.count(type), "unknown type for representation"); return dic_.at(type); } private: DataTypeNamer() { SET_TYPE(int); SET_TYPE(bool); SET_TYPE(float); SET_TYPE(void *); } std::unordered_map dic_; }; #undef SET_TYPE template class iterator_range { IteratorT begin_, end_; public: template explicit iterator_range(Container &&c) : begin_(c.begin()), end_(c.end()) {} iterator_range(const IteratorT &begin, const IteratorT &end) : begin_(begin), end_(end) {} const IteratorT &begin() const { return begin_; } const IteratorT &end() const { return end_; } }; /* * An registry helper class, with its records keeps the order they registers. */ template class OrderedRegistry { public: T *Register(const std::string &name, T *x) { PADDLE_ENFORCE(!dic_.count(name), "duplicate key [%s]", name); dic_[name] = data_.size(); data_.emplace_back(std::unique_ptr(x)); return data_.back().get(); } T *Lookup(const std::string &name) { auto it = dic_.find(name); if (it == dic_.end()) return nullptr; return data_[it->second].get(); } protected: std::unordered_map dic_; std::vector> data_; }; template T &GetFromScope(const framework::Scope &scope, const std::string &name) { framework::Variable *var = scope.FindVar(name); PADDLE_ENFORCE(var != nullptr); return *var->GetMutable(); } static framework::proto::ProgramDesc LoadProgramDesc( const std::string &model_path) { std::ifstream fin(model_path, std::ios::in | std::ios::binary); PADDLE_ENFORCE(fin.is_open(), "Cannot open file %s", model_path); fin.seekg(0, std::ios::end); std::string buffer(fin.tellg(), ' '); fin.seekg(0, std::ios::beg); fin.read(&buffer[0], buffer.size()); fin.close(); framework::proto::ProgramDesc program_desc; program_desc.ParseFromString(buffer); return program_desc; } static bool FileExists(const std::string &filepath) { std::ifstream file(filepath); bool exists = file.is_open(); file.close(); return exists; } } // namespace analysis } // namespace inference } // namespace paddle #define PADDLE_DISALLOW_COPY_AND_ASSIGN(type__) \ type__(const type__ &) = delete; \ void operator=(const type__ &) = delete;