// Copyright (c) 2020 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 "lite/model_parser/base/traits.h" #include "lite/utils/cp_logging.h" namespace paddle { namespace lite { namespace vector_view { template struct ElementTraits { typedef T element_type; }; template struct VectorTraits; template struct VectorTraits { typedef std::vector vector_type; typedef typename vector_type::const_iterator const_iterator; typedef typename vector_type::const_reference const_reference; typedef const_reference subscript_return_type; }; } // namespace vector_view // In the process of optimizing the performance of model loading, we found // that it was necessary to reduce the copying and construction of STL // containers. So use VectorView to simulate the operation of STL containers // without copying, such as iteration and subscripting. // // Currently, VectorView is applicable to STL vector and Flatbuffers Vector. // We used the template Traits to unify the behavior of the two, and provided // an implicit conversion operator from VectorView to STL vector. Please use // implicit conversion with caution because it will bring significant overhead. template class VectorView { public: typedef vector_view::VectorTraits Traits; explicit VectorView(typename Traits::vector_type const* cvec) { cvec_ = cvec; } typename Traits::subscript_return_type operator[](size_t i) const { return cvec_->operator[](i); } typename Traits::const_iterator begin() const { if (!cvec_) { return typename Traits::const_iterator(); } return cvec_->begin(); } typename Traits::const_iterator end() const { if (!cvec_) { return typename Traits::const_iterator(); } return cvec_->end(); } size_t size() const { if (!cvec_) { return 0; } return cvec_->size(); } operator std::vector() const { VLOG(5) << "Copying elements out of VectorView will damage performance."; std::vector tmp; tmp.reserve(size()); for (size_t i = 0; i < size(); ++i) { tmp.push_back(cvec_->operator[](i)); } return tmp; } ~VectorView() = default; private: typename Traits::vector_type const* cvec_; }; } // namespace lite } // namespace paddle