// 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 #include #include #include #include #include #include #include "utils/seg_conf_parser.h" #include "utils/utils.h" #include "preprocessor/preprocessor.h" namespace PaddleSolution { class Predictor { public: // init a predictor with a yaml config file int init(const std::string& conf); // predict api int predict(const std::vector& imgs); private: int output_mask(const std::string& fname, float* p_out, int length, int* height = NULL, int* width = NULL); int native_predict(const std::vector& imgs); int analysis_predict(const std::vector& imgs); private: std::vector _buffer; std::vector _org_width; std::vector _org_height; std::vector _imgs_batch; std::vector _outputs; std::vector _mask; std::vector _scoremap; PaddleSolution::PaddleSegModelConfigPaser _model_config; std::shared_ptr _preprocessor; std::unique_ptr _main_predictor; std::map TRT_MAP = { {"FP32", paddle::AnalysisConfig::Precision::kFloat32}, {"FP16", paddle::AnalysisConfig::Precision::kHalf}, {"INT8", paddle::AnalysisConfig::Precision::kInt8} }; }; } // namespace PaddleSolution