// 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. #include "paddle/fluid/inference/api/helper.h" #include "paddle/fluid/framework/custom_operator.h" #include "paddle/fluid/framework/operator.h" #include "paddle/fluid/platform/init.h" #include "paddle/phi/api/ext/op_meta_info.h" namespace paddle { namespace inference { template <> std::string to_string>( const std::vector> &vec) { std::stringstream ss; for (const auto &piece : vec) { ss << to_string(piece) << "\n"; } return ss.str(); } template <> std::string to_string>>( const std::vector>> &vec) { std::stringstream ss; for (const auto &line : vec) { for (const auto &rcd : line) { ss << to_string(rcd) << ";\t"; } ss << '\n'; } return ss.str(); } void RegisterAllCustomOperator() { auto &op_meta_info_map = OpMetaInfoMap::Instance(); const auto &meta_info_map = op_meta_info_map.GetMap(); for (auto &pair : meta_info_map) { const auto &all_op_kernels{framework::OperatorWithKernel::AllOpKernels()}; if (all_op_kernels.find(pair.first) == all_op_kernels.end()) { framework::RegisterOperatorWithMetaInfo(pair.second); } else { LOG(INFO) << "The operator `" << pair.first << "` has been registered. " "Therefore, we will not repeat the registration here."; } } } void InitGflagsFromEnv() { // support set gflags from environment. std::vector gflags; const phi::ExportedFlagInfoMap &env_map = phi::GetExportedFlagInfoMap(); std::ostringstream os; for (auto &pair : env_map) { os << pair.second.name << ","; } std::string tryfromenv_str = os.str(); if (!tryfromenv_str.empty()) { tryfromenv_str.pop_back(); tryfromenv_str = "--tryfromenv=" + tryfromenv_str; gflags.push_back(tryfromenv_str); } framework::InitGflags(gflags); } } // namespace inference } // namespace paddle