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Nikhil Raj1dc83fe2024-05-16 09:47:51 +0100[diff] [blame]39 &#160;<span id="projectnumber">24.05</span>
Nikhil Raj03c7ff32023-08-22 12:00:04 +0100[diff] [blame]40 </div>
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96<div class="title">Threadpool.hpp</div> </div>
97</div><!--header-->
98<div class="contents">
99<a href="_threadpool_8hpp.html">Go to the documentation of this file.</a><div class="fragment"><div class="line"><a name="l00001"></a><span class="lineno"> 1</span>&#160;<span class="comment">//</span></div>
100<div class="line"><a name="l00002"></a><span class="lineno"> 2</span>&#160;<span class="comment">// Copyright © 2021-2022 Arm Ltd and Contributors. All rights reserved.</span></div>
101<div class="line"><a name="l00003"></a><span class="lineno"> 3</span>&#160;<span class="comment">// SPDX-License-Identifier: MIT</span></div>
102<div class="line"><a name="l00004"></a><span class="lineno"> 4</span>&#160;<span class="comment">//</span></div>
103<div class="line"><a name="l00005"></a><span class="lineno"> 5</span>&#160;<span class="preprocessor">#if !defined(ARMNN_DISABLE_THREADS)</span></div>
104<div class="line"><a name="l00006"></a><span class="lineno"> 6</span>&#160; </div>
105<div class="line"><a name="l00007"></a><span class="lineno"> 7</span>&#160;<span class="preprocessor">#pragma once</span></div>
106<div class="line"><a name="l00008"></a><span class="lineno"> 8</span>&#160; </div>
107<div class="line"><a name="l00009"></a><span class="lineno"> 9</span>&#160;<span class="preprocessor">#include &quot;<a class="code" href="_i_runtime_8hpp.html">IRuntime.hpp</a>&quot;</span></div>
108<div class="line"><a name="l00010"></a><span class="lineno"> 10</span>&#160;<span class="preprocessor">#include &lt;<a class="code" href="_tensor_8hpp.html">armnn/Tensor.hpp</a>&gt;</span></div>
109<div class="line"><a name="l00011"></a><span class="lineno"> 11</span>&#160;<span class="preprocessor">#include &lt;<a class="code" href="_types_8hpp.html">armnn/Types.hpp</a>&gt;</span></div>
110<div class="line"><a name="l00012"></a><span class="lineno"> 12</span>&#160;<span class="preprocessor">#include &lt;stdint.h&gt;</span></div>
111<div class="line"><a name="l00013"></a><span class="lineno"> 13</span>&#160;<span class="preprocessor">#include &lt;thread&gt;</span></div>
112<div class="line"><a name="l00014"></a><span class="lineno"> 14</span>&#160;<span class="preprocessor">#include &lt;mutex&gt;</span></div>
113<div class="line"><a name="l00015"></a><span class="lineno"> 15</span>&#160;<span class="preprocessor">#include &lt;condition_variable&gt;</span></div>
114<div class="line"><a name="l00016"></a><span class="lineno"> 16</span>&#160;<span class="preprocessor">#include &lt;unordered_map&gt;</span></div>
115<div class="line"><a name="l00017"></a><span class="lineno"> 17</span>&#160;<span class="preprocessor">#include &lt;queue&gt;</span></div>
116<div class="line"><a name="l00018"></a><span class="lineno"> 18</span>&#160;<span class="preprocessor">#include &lt;iosfwd&gt;</span></div>
117<div class="line"><a name="l00019"></a><span class="lineno"> 19</span>&#160;<span class="preprocessor">#include &lt;memory&gt;</span></div>
118<div class="line"><a name="l00020"></a><span class="lineno"> 20</span>&#160;<span class="preprocessor">#include &lt;tuple&gt;</span></div>
119<div class="line"><a name="l00021"></a><span class="lineno"> 21</span>&#160;<span class="preprocessor">#include &lt;vector&gt;</span></div>
120<div class="line"><a name="l00022"></a><span class="lineno"> 22</span>&#160; </div>
121<div class="line"><a name="l00023"></a><span class="lineno"> 23</span>&#160;<span class="keyword">namespace </span><a class="code" href="namespacearmnn.html">armnn</a></div>
122<div class="line"><a name="l00024"></a><span class="lineno"> 24</span>&#160;{</div>
123<div class="line"><a name="l00025"></a><span class="lineno"> 25</span>&#160;<span class="keyword">namespace </span>experimental</div>
124<div class="line"><a name="l00026"></a><span class="lineno"> 26</span>&#160;{</div>
125<div class="line"><a name="l00027"></a><span class="lineno"> 27</span>&#160;<span class="keyword">class </span>IAsyncExecutionCallback;</div>
126<div class="line"><a name="l00028"></a><span class="lineno"> 28</span>&#160;<span class="keyword">class </span>IWorkingMemHandle;</div>
127<div class="line"><a name="l00029"></a><span class="lineno"> 29</span>&#160; </div>
128<div class="line"><a name="l00030"></a><span class="lineno"><a class="line" href="classarmnn_1_1experimental_1_1_threadpool.html"> 30</a></span>&#160;<span class="keyword">class </span><a class="code" href="classarmnn_1_1experimental_1_1_threadpool.html">Threadpool</a></div>
129<div class="line"><a name="l00031"></a><span class="lineno"> 31</span>&#160;{</div>
130<div class="line"><a name="l00032"></a><span class="lineno"> 32</span>&#160;<span class="keyword">public</span>:</div>
131<div class="line"><a name="l00033"></a><span class="lineno"> 33</span>&#160; <a class="code" href="classarmnn_1_1experimental_1_1_threadpool.html#a22944b5254612236c06e24865262e1d5">Threadpool</a>(std::size_t numThreads,</div>
132<div class="line"><a name="l00034"></a><span class="lineno"> 34</span>&#160; <a class="code" href="classarmnn_1_1_i_runtime.html">IRuntime</a>* runtimePtr,</div>
133<div class="line"><a name="l00035"></a><span class="lineno"> 35</span>&#160; std::vector&lt;std::shared_ptr&lt;IWorkingMemHandle&gt;&gt; memHandles);</div>
134<div class="line"><a name="l00036"></a><span class="lineno"> 36</span>&#160; </div>
135<div class="line"><a name="l00037"></a><span class="lineno"><a class="line" href="classarmnn_1_1experimental_1_1_threadpool.html#a10680e8013c90b056416dd4643c4d9bd"> 37</a></span>&#160; <a class="code" href="classarmnn_1_1experimental_1_1_threadpool.html#a10680e8013c90b056416dd4643c4d9bd">~Threadpool</a>()</div>
136<div class="line"><a name="l00038"></a><span class="lineno"> 38</span>&#160; {</div>
137<div class="line"><a name="l00039"></a><span class="lineno"> 39</span>&#160; <a class="code" href="classarmnn_1_1experimental_1_1_threadpool.html#a3be6ab6132ee76b0b36149f70f842f61">TerminateThreadPool</a>();</div>
138<div class="line"><a name="l00040"></a><span class="lineno"> 40</span>&#160; }</div>
139<div class="line"><a name="l00041"></a><span class="lineno"> 41</span>&#160; </div>
140<div class="line"><a name="l00042"></a><span class="lineno"> 42</span>&#160; <span class="keywordtype">void</span> <a class="code" href="classarmnn_1_1experimental_1_1_threadpool.html#ac54bebf6abec4a11e033d703f6441df8">LoadMemHandles</a>(std::vector&lt;std::shared_ptr&lt;IWorkingMemHandle&gt;&gt; memHandles);</div>
141<div class="line"><a name="l00043"></a><span class="lineno"> 43</span>&#160; <span class="keywordtype">void</span> <a class="code" href="classarmnn_1_1experimental_1_1_threadpool.html#a11f8027065067f9f77f54fe2400479d2">UnloadMemHandles</a>(<a class="code" href="namespacearmnn.html#a0d8160388a127c1a23b37bc88dc6e2ec">NetworkId</a> networkId);</div>
142<div class="line"><a name="l00044"></a><span class="lineno"> 44</span>&#160;<span class="comment"></span> </div>
143<div class="line"><a name="l00045"></a><span class="lineno"> 45</span>&#160;<span class="comment"> /// Schedule an asynchronous execution on the loaded network</span></div>
144<div class="line"><a name="l00046"></a><span class="lineno"> 46</span>&#160;<span class="comment"></span> <span class="keywordtype">void</span> <a class="code" href="classarmnn_1_1experimental_1_1_threadpool.html#ab38a8efb11e2dfeeb5a3709644985748">Schedule</a>(<a class="code" href="namespacearmnn.html#a0d8160388a127c1a23b37bc88dc6e2ec">NetworkId</a> networkId,</div>
145<div class="line"><a name="l00047"></a><span class="lineno"> 47</span>&#160; <span class="keyword">const</span> <a class="code" href="namespacearmnn.html#aa01bce88f89975a5a031db4cc8861527">InputTensors</a> &amp;inputTensors,</div>
146<div class="line"><a name="l00048"></a><span class="lineno"> 48</span>&#160; <span class="keyword">const</span> <a class="code" href="namespacearmnn.html#a8f091a512915d1cb29a4ebf13dfc53ea">OutputTensors</a> &amp;outputTensors,</div>
147<div class="line"><a name="l00049"></a><span class="lineno"> 49</span>&#160; <span class="keyword">const</span> <a class="code" href="namespacearmnn.html#a8e72227ebe5ac505cf44790f2e6eb488">QosExecPriority</a> priority,</div>
148<div class="line"><a name="l00050"></a><span class="lineno"> 50</span>&#160; std::shared_ptr&lt;IAsyncExecutionCallback&gt; cb);</div>
149<div class="line"><a name="l00051"></a><span class="lineno"> 51</span>&#160; </div>
150<div class="line"><a name="l00052"></a><span class="lineno"> 52</span>&#160; <span class="keywordtype">void</span> <a class="code" href="classarmnn_1_1experimental_1_1_threadpool.html#a3be6ab6132ee76b0b36149f70f842f61">TerminateThreadPool</a>() noexcept;</div>
151<div class="line"><a name="l00053"></a><span class="lineno"> 53</span>&#160; </div>
152<div class="line"><a name="l00054"></a><span class="lineno"> 54</span>&#160;private:</div>
153<div class="line"><a name="l00055"></a><span class="lineno"> 55</span>&#160; using ExecutionTuple = <a class="code" href="namespacestd.html">std</a>::tuple&lt;<a class="code" href="namespacearmnn.html#a0d8160388a127c1a23b37bc88dc6e2ec">NetworkId</a>,</div>
154<div class="line"><a name="l00056"></a><span class="lineno"> 56</span>&#160; <a class="code" href="namespacearmnn.html#aa01bce88f89975a5a031db4cc8861527">InputTensors</a>,</div>
155<div class="line"><a name="l00057"></a><span class="lineno"> 57</span>&#160; <a class="code" href="namespacearmnn.html#a8f091a512915d1cb29a4ebf13dfc53ea">OutputTensors</a>,</div>
156<div class="line"><a name="l00058"></a><span class="lineno"> 58</span>&#160; <a class="code" href="namespacestd.html">std</a>::shared_ptr&lt;<a class="code" href="classarmnn_1_1experimental_1_1_i_async_execution_callback.html">IAsyncExecutionCallback</a>&gt;&gt;;</div>
157<div class="line"><a name="l00059"></a><span class="lineno"> 59</span>&#160; </div>
158<div class="line"><a name="l00060"></a><span class="lineno"> 60</span>&#160; using ExecutionQueue = <a class="code" href="namespacestd.html">std</a>::queue&lt;<a class="code" href="namespacestd.html">std</a>::shared_ptr&lt;ExecutionTuple&gt;&gt;;</div>
159<div class="line"><a name="l00061"></a><span class="lineno"> 61</span>&#160; </div>
160<div class="line"><a name="l00062"></a><span class="lineno"> 62</span>&#160; <span class="keywordtype">void</span> ProcessExecPriorities(uint32_t index);</div>
161<div class="line"><a name="l00063"></a><span class="lineno"> 63</span>&#160; </div>
162<div class="line"><a name="l00064"></a><span class="lineno"> 64</span>&#160; <a class="code" href="classarmnn_1_1_i_runtime.html">IRuntime</a>* m_RuntimePtr;</div>
163<div class="line"><a name="l00065"></a><span class="lineno"> 65</span>&#160; </div>
164<div class="line"><a name="l00066"></a><span class="lineno"> 66</span>&#160; ExecutionQueue m_HighPriorityQueue;</div>
165<div class="line"><a name="l00067"></a><span class="lineno"> 67</span>&#160; ExecutionQueue m_MediumPriorityQueue;</div>
166<div class="line"><a name="l00068"></a><span class="lineno"> 68</span>&#160; ExecutionQueue m_LowPriorityQueue;</div>
167<div class="line"><a name="l00069"></a><span class="lineno"> 69</span>&#160; </div>
168<div class="line"><a name="l00070"></a><span class="lineno"> 70</span>&#160; <span class="comment">// Condition Variables require mutex which will guard the shared state.</span></div>
169<div class="line"><a name="l00071"></a><span class="lineno"> 71</span>&#160; <span class="comment">// Has an event happened? Stop signal for example</span></div>
170<div class="line"><a name="l00072"></a><span class="lineno"> 72</span>&#160; <a class="code" href="namespacestd.html">std</a>::condition_variable m_ThreadPoolEvent;</div>
171<div class="line"><a name="l00073"></a><span class="lineno"> 73</span>&#160; <a class="code" href="namespacestd.html">std</a>::mutex m_ThreadPoolMutex;</div>
172<div class="line"><a name="l00074"></a><span class="lineno"> 74</span>&#160; </div>
173<div class="line"><a name="l00075"></a><span class="lineno"> 75</span>&#160; <span class="comment">// The shared state for conditional variable</span></div>
174<div class="line"><a name="l00076"></a><span class="lineno"> 76</span>&#160; <span class="keywordtype">bool</span> m_TerminatePool = false;</div>
175<div class="line"><a name="l00077"></a><span class="lineno"> 77</span>&#160; </div>
176<div class="line"><a name="l00078"></a><span class="lineno"> 78</span>&#160; <a class="code" href="namespacestd.html">std</a>::unordered_map&lt;<a class="code" href="namespacearmnn.html#a0d8160388a127c1a23b37bc88dc6e2ec">NetworkId</a>, <a class="code" href="namespacestd.html">std</a>::vector&lt;<a class="code" href="namespacestd.html">std</a>::shared_ptr&lt;<a class="code" href="classarmnn_1_1experimental_1_1_i_working_mem_handle.html">IWorkingMemHandle</a>&gt;&gt;&gt; m_WorkingMemHandleMap;</div>
177<div class="line"><a name="l00079"></a><span class="lineno"> 79</span>&#160; <a class="code" href="namespacestd.html">std</a>::vector&lt;<a class="code" href="namespacestd.html">std</a>::unique_ptr&lt;<a class="code" href="namespacestd.html">std</a>::thread&gt;&gt; m_Threads;</div>
178<div class="line"><a name="l00080"></a><span class="lineno"> 80</span>&#160;};</div>
179<div class="line"><a name="l00081"></a><span class="lineno"> 81</span>&#160; </div>
180<div class="line"><a name="l00082"></a><span class="lineno"> 82</span>&#160;} <span class="comment">// namespace experimental</span></div>
181<div class="line"><a name="l00083"></a><span class="lineno"> 83</span>&#160; </div>
182<div class="line"><a name="l00084"></a><span class="lineno"> 84</span>&#160;} <span class="comment">// namespace armnn</span></div>
183<div class="line"><a name="l00085"></a><span class="lineno"> 85</span>&#160; </div>
184<div class="line"><a name="l00086"></a><span class="lineno"> 86</span>&#160;<span class="preprocessor">#endif</span></div>
185</div><!-- fragment --></div><!-- contents -->
186</div><!-- doc-content -->
187<div class="ttc" id="a_i_runtime_8hpp_html"><div class="ttname"><a href="_i_runtime_8hpp.html">IRuntime.hpp</a></div></div>
Nikhil Raj38b600d2024-02-15 15:02:19 +0000[diff] [blame]188<div class="ttc" id="anamespacearmnn_html_aa01bce88f89975a5a031db4cc8861527"><div class="ttname"><a href="namespacearmnn.html#aa01bce88f89975a5a031db4cc8861527">armnn::InputTensors</a></div><div class="ttdeci">std::vector&lt; std::pair&lt; LayerBindingId, class ConstTensor &gt; &gt; InputTensors</div><div class="ttdef"><b>Definition:</b> <a href="_tensor_8hpp_source.html#l00394">Tensor.hpp:394</a></div></div>
Nikhil Raj03c7ff32023-08-22 12:00:04 +0100[diff] [blame]189<div class="ttc" id="aclassarmnn_1_1experimental_1_1_threadpool_html_a22944b5254612236c06e24865262e1d5"><div class="ttname"><a href="classarmnn_1_1experimental_1_1_threadpool.html#a22944b5254612236c06e24865262e1d5">armnn::experimental::Threadpool::Threadpool</a></div><div class="ttdeci">Threadpool(std::size_t numThreads, IRuntime *runtimePtr, std::vector&lt; std::shared_ptr&lt; IWorkingMemHandle &gt;&gt; memHandles)</div><div class="ttdef"><b>Definition:</b> <a href="_threadpool_8cpp_source.html#l00016">Threadpool.cpp:16</a></div></div>
190<div class="ttc" id="aclassarmnn_1_1experimental_1_1_threadpool_html_a10680e8013c90b056416dd4643c4d9bd"><div class="ttname"><a href="classarmnn_1_1experimental_1_1_threadpool.html#a10680e8013c90b056416dd4643c4d9bd">armnn::experimental::Threadpool::~Threadpool</a></div><div class="ttdeci">~Threadpool()</div><div class="ttdef"><b>Definition:</b> <a href="_threadpool_8hpp_source.html#l00037">Threadpool.hpp:37</a></div></div>
191<div class="ttc" id="aclassarmnn_1_1experimental_1_1_threadpool_html"><div class="ttname"><a href="classarmnn_1_1experimental_1_1_threadpool.html">armnn::experimental::Threadpool</a></div><div class="ttdef"><b>Definition:</b> <a href="_threadpool_8hpp_source.html#l00030">Threadpool.hpp:30</a></div></div>
Nikhil Raj38b600d2024-02-15 15:02:19 +0000[diff] [blame]192<div class="ttc" id="anamespacearmnn_html_a8f091a512915d1cb29a4ebf13dfc53ea"><div class="ttname"><a href="namespacearmnn.html#a8f091a512915d1cb29a4ebf13dfc53ea">armnn::OutputTensors</a></div><div class="ttdeci">std::vector&lt; std::pair&lt; LayerBindingId, class Tensor &gt; &gt; OutputTensors</div><div class="ttdef"><b>Definition:</b> <a href="_tensor_8hpp_source.html#l00395">Tensor.hpp:395</a></div></div>
Nikhil Raj03c7ff32023-08-22 12:00:04 +0100[diff] [blame]193<div class="ttc" id="aclassarmnn_1_1experimental_1_1_i_working_mem_handle_html"><div class="ttname"><a href="classarmnn_1_1experimental_1_1_i_working_mem_handle.html">armnn::experimental::IWorkingMemHandle</a></div><div class="ttdef"><b>Definition:</b> <a href="_i_working_mem_handle_8hpp_source.html#l00020">IWorkingMemHandle.hpp:20</a></div></div>
194<div class="ttc" id="aclassarmnn_1_1_i_runtime_html"><div class="ttname"><a href="classarmnn_1_1_i_runtime.html">armnn::IRuntime</a></div><div class="ttdef"><b>Definition:</b> <a href="_i_runtime_8hpp_source.html#l00075">IRuntime.hpp:75</a></div></div>
195<div class="ttc" id="aclassarmnn_1_1experimental_1_1_threadpool_html_ac54bebf6abec4a11e033d703f6441df8"><div class="ttname"><a href="classarmnn_1_1experimental_1_1_threadpool.html#ac54bebf6abec4a11e033d703f6441df8">armnn::experimental::Threadpool::LoadMemHandles</a></div><div class="ttdeci">void LoadMemHandles(std::vector&lt; std::shared_ptr&lt; IWorkingMemHandle &gt;&gt; memHandles)</div><div class="ttdef"><b>Definition:</b> <a href="_threadpool_8cpp_source.html#l00029">Threadpool.cpp:29</a></div></div>
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200<div class="ttc" id="anamespacestd_html"><div class="ttname"><a href="namespacestd.html">std</a></div><div class="ttdef"><b>Definition:</b> <a href="_backend_id_8hpp_source.html#l00149">BackendId.hpp:149</a></div></div>
201<div class="ttc" id="aclassarmnn_1_1experimental_1_1_threadpool_html_ab38a8efb11e2dfeeb5a3709644985748"><div class="ttname"><a href="classarmnn_1_1experimental_1_1_threadpool.html#ab38a8efb11e2dfeeb5a3709644985748">armnn::experimental::Threadpool::Schedule</a></div><div class="ttdeci">void Schedule(NetworkId networkId, const InputTensors &amp;inputTensors, const OutputTensors &amp;outputTensors, const QosExecPriority priority, std::shared_ptr&lt; IAsyncExecutionCallback &gt; cb)</div><div class="ttdoc">Schedule an asynchronous execution on the loaded network.</div><div class="ttdef"><b>Definition:</b> <a href="_threadpool_8cpp_source.html#l00069">Threadpool.cpp:69</a></div></div>
202<div class="ttc" id="aclassarmnn_1_1experimental_1_1_threadpool_html_a11f8027065067f9f77f54fe2400479d2"><div class="ttname"><a href="classarmnn_1_1experimental_1_1_threadpool.html#a11f8027065067f9f77f54fe2400479d2">armnn::experimental::Threadpool::UnloadMemHandles</a></div><div class="ttdeci">void UnloadMemHandles(NetworkId networkId)</div><div class="ttdef"><b>Definition:</b> <a href="_threadpool_8cpp_source.html#l00057">Threadpool.cpp:57</a></div></div>
203<div class="ttc" id="anamespacearmnn_html"><div class="ttname"><a href="namespacearmnn.html">armnn</a></div><div class="ttdoc">Copyright (c) 2021 ARM Limited and Contributors.</div><div class="ttdef"><b>Definition:</b> <a href="01__00__quick__start_8dox_source.html#l00006">01_00_quick_start.dox:6</a></div></div>
204<div class="ttc" id="a_types_8hpp_html"><div class="ttname"><a href="_types_8hpp.html">Types.hpp</a></div></div>
205<div class="ttc" id="aclassarmnn_1_1experimental_1_1_threadpool_html_a3be6ab6132ee76b0b36149f70f842f61"><div class="ttname"><a href="classarmnn_1_1experimental_1_1_threadpool.html#a3be6ab6132ee76b0b36149f70f842f61">armnn::experimental::Threadpool::TerminateThreadPool</a></div><div class="ttdeci">void TerminateThreadPool() noexcept</div><div class="ttdef"><b>Definition:</b> <a href="_threadpool_8cpp_source.html#l00102">Threadpool.cpp:102</a></div></div>
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