| // |
| // Copyright © 2017 Arm Ltd. All rights reserved. |
| // See LICENSE file in the project root for full license information. |
| // |
| |
| #pragma once |
| |
| #include "RequestThread.hpp" |
| |
| #include "HalInterfaces.h" |
| #include "NeuralNetworks.h" |
| #include <armnn/ArmNN.hpp> |
| |
| #include <string> |
| #include <vector> |
| |
| namespace armnn_driver |
| { |
| |
| class ArmnnPreparedModel : public IPreparedModel |
| { |
| public: |
| ArmnnPreparedModel(armnn::NetworkId networkId, |
| armnn::IRuntime* runtime, |
| const Model& model, |
| const std::string& requestInputsAndOutputsDumpDir); |
| |
| virtual ~ArmnnPreparedModel(); |
| |
| virtual Return<ErrorStatus> execute(const Request& request, |
| const ::android::sp<IExecutionCallback>& callback) override; |
| |
| /// execute the graph prepared from the request |
| void ExecuteGraph(std::shared_ptr<std::vector<::android::nn::RunTimePoolInfo>>& pMemPools, |
| std::shared_ptr<armnn::InputTensors>& pInputTensors, |
| std::shared_ptr<armnn::OutputTensors>& pOutputTensors, |
| const ::android::sp<IExecutionCallback>& callback); |
| |
| /// Executes this model with dummy inputs (e.g. all zeroes). |
| void ExecuteWithDummyInputs(); |
| |
| private: |
| |
| template <typename TensorBindingCollection> |
| void DumpTensorsIfRequired(char const* tensorNamePrefix, const TensorBindingCollection& tensorBindings); |
| |
| armnn::NetworkId m_NetworkId; |
| armnn::IRuntime* m_Runtime; |
| Model m_Model; |
| // There must be a single RequestThread for all ArmnnPreparedModel objects to ensure serial execution of workloads |
| // It is specific to this class, so it is declared as static here |
| static RequestThread m_RequestThread; |
| uint32_t m_RequestCount; |
| const std::string& m_RequestInputsAndOutputsDumpDir; |
| }; |
| |
| class AndroidNnCpuExecutorPreparedModel : public IPreparedModel |
| { |
| public: |
| |
| AndroidNnCpuExecutorPreparedModel(const Model& model, const std::string& requestInputsAndOutputsDumpDir); |
| virtual ~AndroidNnCpuExecutorPreparedModel() { } |
| |
| bool Initialize(); |
| |
| virtual Return<ErrorStatus> execute(const Request& request, |
| const ::android::sp<IExecutionCallback>& callback) override; |
| |
| private: |
| |
| void DumpTensorsIfRequired( |
| char const* tensorNamePrefix, |
| const hidl_vec<uint32_t>& operandIndices, |
| const hidl_vec<RequestArgument>& requestArgs, |
| const std::vector<android::nn::RunTimePoolInfo>& requestPoolInfos); |
| |
| Model m_Model; |
| std::vector<android::nn::RunTimePoolInfo> m_ModelPoolInfos; |
| const std::string& m_RequestInputsAndOutputsDumpDir; |
| uint32_t m_RequestCount; |
| }; |
| |
| } |