// 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 "paddle/fluid/lite/core/op_executor.h" #include "paddle/fluid/lite/core/op_lite.h" #include "paddle/fluid/lite/core/optimizer.h" #include "paddle/fluid/lite/core/program.h" #include "paddle/fluid/lite/core/types.h" #include "paddle/fluid/lite/model_parser/model_parser.h" namespace paddle { namespace lite { struct Config {}; class Predictor { public: Predictor() { scope_ = std::make_shared(); } void Build(const std::string& model_path, const std::vector& valid_places) { framework::proto::ProgramDesc prog; LoadModel(model_path, scope_.get(), &prog); framework::ProgramDesc prog_desc(prog); Program program(prog_desc, scope_, valid_places); Optimizer optimizer; core::KernelPickFactor factor; factor.ConsiderTarget(); optimizer.Run(std::move(program), valid_places, factor); program_ = optimizer.GenRuntimeProgram(); } // Get offset-th col of feed. Tensor* GetInput(size_t offset) { auto* _feed_list = program_->exec_scope()->FindVar("feed"); CHECK(_feed_list) << "no feed variable in exec_scope"; auto* feed_list = _feed_list->GetMutable>(); if (offset >= feed_list->size()) { feed_list->resize(offset + 1); } return &feed_list->at(offset); } const Tensor* GetOutput(size_t offset) { auto* _fetch_list = program_->exec_scope()->FindVar("fetch"); CHECK(_fetch_list) << "no fatch variable in exec_scope"; auto fetch_list = _fetch_list->Get>(); CHECK_LT(offset, fetch_list.size()) << "offset " << offset << " overflow"; return &fetch_list.at(offset); } void Run() { program_->Run(); } private: std::shared_ptr scope_; std::unique_ptr program_; }; } // namespace lite } // namespace paddle