// Copyright (c) 2022 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 "paddle_api.h" // NOLINT #include "fastdeploy/runtime/backends/backend.h" #include "fastdeploy/runtime/runtime_option.h" #include "fastdeploy/runtime/backends/lite/option.h" namespace fastdeploy { class LiteBackend : public BaseBackend { public: LiteBackend() {} virtual ~LiteBackend() = default; bool Init(const RuntimeOption& option); bool Infer(std::vector& inputs, std::vector* outputs, bool copy_to_fd = true) override; // NOLINT int NumInputs() const override { return inputs_desc_.size(); } int NumOutputs() const override { return outputs_desc_.size(); } TensorInfo GetInputInfo(int index) override; TensorInfo GetOutputInfo(int index) override; std::vector GetInputInfos() override; std::vector GetOutputInfos() override; private: void BuildOption(const LiteBackendOption& option); void ConfigureCpu(const LiteBackendOption& option); void ConfigureTimvx(const LiteBackendOption& option); void ConfigureAscend(const LiteBackendOption& option); void ConfigureKunlunXin(const LiteBackendOption& option); void ConfigureNNAdapter(const LiteBackendOption& option); paddle::lite_api::CxxConfig config_; std::shared_ptr predictor_; std::vector inputs_desc_; std::vector outputs_desc_; std::map inputs_order_; LiteBackendOption option_; }; // Convert data type from paddle lite to fastdeploy FDDataType LiteDataTypeToFD(const paddle::lite_api::PrecisionType& dtype); // Helper function to read file bool ReadFile(const std::string& filename, std::vector* contents, bool binary = true); } // namespace fastdeploy