From d8fb540568b29fd1d81a1cca667a1ad3e33ef5a1 Mon Sep 17 00:00:00 2001 From: Finn Williams Date: Wed, 19 May 2021 20:52:00 +0100 Subject: IVGCVSW-5781 Add Async Support to Android-NN-Driver Signed-off-by: Finn Williams Change-Id: I1f13d04100fdb119495b9e3054425bf3babc59f1 --- ArmnnPreparedModel.hpp | 62 +++++++++++++++++++++++++++++++++++++++++++++++++- 1 file changed, 61 insertions(+), 1 deletion(-) (limited to 'ArmnnPreparedModel.hpp') diff --git a/ArmnnPreparedModel.hpp b/ArmnnPreparedModel.hpp index 89f6226f..d1c830d4 100644 --- a/ArmnnPreparedModel.hpp +++ b/ArmnnPreparedModel.hpp @@ -38,7 +38,8 @@ public: armnn::IRuntime* runtime, const HalModel& model, const std::string& requestInputsAndOutputsDumpDir, - const bool gpuProfilingEnabled); + const bool gpuProfilingEnabled, + const bool asyncModelExecutionEnabled = false); virtual ~ArmnnPreparedModel(); @@ -56,9 +57,65 @@ public: bool ExecuteWithDummyInputs(); private: + + template + class ArmnnThreadPoolCallback : public armnn::IAsyncExecutionCallback + { + public: + ArmnnThreadPoolCallback(ArmnnPreparedModel* model, + std::shared_ptr>& pMemPools, + std::shared_ptr& inputTensors, + std::shared_ptr& outputTensors, + CallbackContext callbackContext) : + m_Model(model), + m_MemPools(pMemPools), + m_InputTensors(inputTensors), + m_OutputTensors(outputTensors), + m_CallbackContext(callbackContext) + {} + + void Notify(armnn::Status status, armnn::InferenceTimingPair timeTaken) override; + + // Retrieve the ArmNN Status from the AsyncExecutionCallback that has been notified + virtual armnn::Status GetStatus() const override + { + return armnn::Status::Success; + } + + // Block the calling thread until the AsyncExecutionCallback object allows it to proceed + virtual void Wait() const override + {} + + // Retrieve the start time before executing the inference + virtual armnn::HighResolutionClock GetStartTime() const override + { + return std::chrono::high_resolution_clock::now(); + } + + // Retrieve the time after executing the inference + virtual armnn::HighResolutionClock GetEndTime() const override + { + return std::chrono::high_resolution_clock::now(); + } + + ArmnnPreparedModel* m_Model; + std::shared_ptr> m_MemPools; + std::shared_ptr m_InputTensors; + std::shared_ptr m_OutputTensors; + CallbackContext m_CallbackContext; + }; + template void DumpTensorsIfRequired(char const* tensorNamePrefix, const TensorBindingCollection& tensorBindings); + /// schedule the graph prepared from the request for execution + template + void ScheduleGraphForExecution( + std::shared_ptr>& pMemPools, + std::shared_ptr& inputTensors, + std::shared_ptr& outputTensors, + CallbackContext m_CallbackContext); + armnn::NetworkId m_NetworkId; armnn::IRuntime* m_Runtime; HalModel m_Model; @@ -68,6 +125,9 @@ private: uint32_t m_RequestCount; const std::string& m_RequestInputsAndOutputsDumpDir; const bool m_GpuProfilingEnabled; + + std::unique_ptr m_WorkingMemHandle; + const bool m_AsyncModelExecutionEnabled; }; } -- cgit v1.2.1