From f364d5391b08e9071cd965f5765385ec9156b652 Mon Sep 17 00:00:00 2001 From: Finn Williams Date: Wed, 9 Jun 2021 17:07:33 +0100 Subject: IVGCVSW-6062 Rework the async threadpool !android-nn-driver:5802 * Extract the threadpool from LoadedNetwork/Runtime * Refactor the threadpool to be handle multiple networks * Trim IAsyncExecutionCallback and add an InferenceId to AsyncExecutionCallback * Add AsyncCallbackManager class Signed-off-by: Finn Williams Change-Id: I36aa2ad29c16bc10ee0706adfeb6b27f60012afb --- include/armnn/Threadpool.hpp | 78 ++++++++++++++++++++++++++++++++++++++++++++ 1 file changed, 78 insertions(+) create mode 100644 include/armnn/Threadpool.hpp (limited to 'include/armnn/Threadpool.hpp') diff --git a/include/armnn/Threadpool.hpp b/include/armnn/Threadpool.hpp new file mode 100644 index 0000000000..e2458dbb65 --- /dev/null +++ b/include/armnn/Threadpool.hpp @@ -0,0 +1,78 @@ +// +// Copyright © 2021 Arm Ltd and Contributors. All rights reserved. +// SPDX-License-Identifier: MIT +// + +#pragma once + +#include +#include + +#include "INetwork.hpp" +#include "IRuntime.hpp" + +#include +#include +#include +#include +#include + +namespace armnn +{ +namespace experimental +{ +class Threadpool +{ +public: + Threadpool(std::size_t numThreads, + IRuntime* runtimePtr, + std::vector> memHandles); + + ~Threadpool() + { + TerminateThreadPool(); + } + + void LoadMemHandles(std::vector> memHandles); + void UnloadMemHandles(NetworkId networkId); + + /// Schedule an asynchronous execution on the loaded network + void Schedule(NetworkId networkId, + const InputTensors &inputTensors, + const OutputTensors &outputTensors, + const QosExecPriority priority, + std::shared_ptr cb); + + void TerminateThreadPool() noexcept; + +private: + using ExecutionTuple = std::tuple>; + + using ExecutionQueue = std::queue>; + + void ProcessExecPriorities(uint32_t index); + + IRuntime* m_RuntimePtr; + + ExecutionQueue m_HighPriorityQueue; + ExecutionQueue m_MediumPriorityQueue; + ExecutionQueue m_LowPriorityQueue; + + // Condition Variables require mutex which will guard the shared state. + // Has an event happened? Stop signal for example + std::condition_variable m_ThreadPoolEvent; + std::mutex m_ThreadPoolMutex; + + // The shared state for conditional variable + bool m_TerminatePool = false; + + std::unordered_map>> m_WorkingMemHandleMap; + std::vector> m_Threads; +}; + +} // namespace experimental + +} // namespace armnn -- cgit v1.2.1