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<a href="_make_workload_helper_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> <span class="comment">//</span></div><div class="line"><a name="l00002"></a><span class="lineno"> 2</span> <span class="comment">// Copyright © 2017 Arm Ltd. All rights reserved.</span></div><div class="line"><a name="l00003"></a><span class="lineno"> 3</span> <span class="comment">// SPDX-License-Identifier: MIT</span></div><div class="line"><a name="l00004"></a><span class="lineno"> 4</span> <span class="comment">//</span></div><div class="line"><a name="l00005"></a><span class="lineno"> 5</span> <span class="preprocessor">#pragma once</span></div><div class="line"><a name="l00006"></a><span class="lineno"> 6</span> </div><div class="line"><a name="l00007"></a><span class="lineno"> 7</span> <span class="keyword">namespace </span><a class="code" href="namespacearmnn.html">armnn</a></div><div class="line"><a name="l00008"></a><span class="lineno"> 8</span> {</div><div class="line"><a name="l00009"></a><span class="lineno"> 9</span> <span class="keyword">namespace</span></div><div class="line"><a name="l00010"></a><span class="lineno"> 10</span> {</div><div class="line"><a name="l00011"></a><span class="lineno"> 11</span> </div><div class="line"><a name="l00012"></a><span class="lineno"> 12</span> <span class="comment">// Make a workload of the specified WorkloadType.</span></div><div class="line"><a name="l00013"></a><span class="lineno"> 13</span> <span class="keyword">template</span><<span class="keyword">typename</span> WorkloadType></div><div class="line"><a name="l00014"></a><span class="lineno"> 14</span> <span class="keyword">struct </span>MakeWorkloadForType</div><div class="line"><a name="l00015"></a><span class="lineno"> 15</span> {</div><div class="line"><a name="l00016"></a><span class="lineno"> 16</span>  <span class="keyword">template</span><<span class="keyword">typename</span> QueueDescriptorType, <span class="keyword">typename</span>... Args></div><div class="line"><a name="l00017"></a><span class="lineno"> 17</span>  <span class="keyword">static</span> std::unique_ptr<WorkloadType> Func(<span class="keyword">const</span> QueueDescriptorType& descriptor,</div><div class="line"><a name="l00018"></a><span class="lineno"> 18</span>  <span class="keyword">const</span> WorkloadInfo& <a class="code" href="namespacearmnn.html#a4dc0adc6737b5944e7671bee71788407acaf9b6b99962bf5c2264824231d7a40c">info</a>,</div><div class="line"><a name="l00019"></a><span class="lineno"> 19</span>  Args&&... args)</div><div class="line"><a name="l00020"></a><span class="lineno"> 20</span>  {</div><div class="line"><a name="l00021"></a><span class="lineno"> 21</span>  <span class="keywordflow">return</span> std::make_unique<WorkloadType>(descriptor, <a class="code" href="namespacearmnn.html#a4dc0adc6737b5944e7671bee71788407acaf9b6b99962bf5c2264824231d7a40c">info</a>, std::forward<Args>(args)...);</div><div class="line"><a name="l00022"></a><span class="lineno"> 22</span>  }</div><div class="line"><a name="l00023"></a><span class="lineno"> 23</span> };</div><div class="line"><a name="l00024"></a><span class="lineno"> 24</span> </div><div class="line"><a name="l00025"></a><span class="lineno"> 25</span> <span class="comment">// Specialization for void workload type used for unsupported workloads.</span></div><div class="line"><a name="l00026"></a><span class="lineno"> 26</span> <span class="keyword">template</span><></div><div class="line"><a name="l00027"></a><span class="lineno"> 27</span> <span class="keyword">struct </span>MakeWorkloadForType<NullWorkload></div><div class="line"><a name="l00028"></a><span class="lineno"> 28</span> {</div><div class="line"><a name="l00029"></a><span class="lineno"> 29</span>  <span class="keyword">template</span><<span class="keyword">typename</span> QueueDescriptorType, <span class="keyword">typename</span>... Args></div><div class="line"><a name="l00030"></a><span class="lineno"> 30</span>  <span class="keyword">static</span> std::unique_ptr<NullWorkload> Func(<span class="keyword">const</span> QueueDescriptorType& descriptor,</div><div class="line"><a name="l00031"></a><span class="lineno"> 31</span>  <span class="keyword">const</span> WorkloadInfo& <a class="code" href="namespacearmnn.html#a4dc0adc6737b5944e7671bee71788407acaf9b6b99962bf5c2264824231d7a40c">info</a>,</div><div class="line"><a name="l00032"></a><span class="lineno"> 32</span>  Args&&... args)</div><div class="line"><a name="l00033"></a><span class="lineno"> 33</span>  {</div><div class="line"><a name="l00034"></a><span class="lineno"> 34</span>  boost::ignore_unused(descriptor);</div><div class="line"><a name="l00035"></a><span class="lineno"> 35</span>  boost::ignore_unused(info);</div><div class="line"><a name="l00036"></a><span class="lineno"> 36</span>  boost::ignore_unused(args...);</div><div class="line"><a name="l00037"></a><span class="lineno"> 37</span>  <span class="keywordflow">return</span> <span class="keyword">nullptr</span>;</div><div class="line"><a name="l00038"></a><span class="lineno"> 38</span>  }</div><div class="line"><a name="l00039"></a><span class="lineno"> 39</span> };</div><div class="line"><a name="l00040"></a><span class="lineno"> 40</span> </div><div class="line"><a name="l00041"></a><span class="lineno"> 41</span> <span class="comment">// Makes a workload for one the specified types based on the data type requirements of the tensorinfo.</span></div><div class="line"><a name="l00042"></a><span class="lineno"> 42</span> <span class="comment">// Specify type void as the WorkloadType for unsupported DataType/WorkloadType combos.</span></div><div class="line"><a name="l00043"></a><span class="lineno"> 43</span> <span class="keyword">template</span> <<span class="keyword">typename</span> Float16Workload, <span class="keyword">typename</span> <a class="code" href="namespacearmnn.html#a0493144f15b35804a133c9aa0b63fcc9">Float32Workload</a>, <span class="keyword">typename</span> <a class="code" href="namespacearmnn.html#ad4d53881107428c301d43b5aad16bfe0">Uint8Workload</a>, <span class="keyword">typename</span> <a class="code" href="namespacearmnn.html#a3e4b88b993c90b274e0bd268c35d798e">Int32Workload</a>,</div><div class="line"><a name="l00044"></a><span class="lineno"> 44</span>  <span class="keyword">typename</span> <a class="code" href="namespacearmnn.html#ab539ef5a0c152536da71c8fcc065efb5">BooleanWorkload</a>, <span class="keyword">typename</span> Int8Workload, <span class="keyword">typename</span> QueueDescriptorType, <span class="keyword">typename</span>... Args></div><div class="line"><a name="l00045"></a><span class="lineno"> 45</span> std::unique_ptr<IWorkload> MakeWorkloadHelper(<span class="keyword">const</span> QueueDescriptorType& descriptor,</div><div class="line"><a name="l00046"></a><span class="lineno"> 46</span>  <span class="keyword">const</span> WorkloadInfo& <a class="code" href="namespacearmnn.html#a4dc0adc6737b5944e7671bee71788407acaf9b6b99962bf5c2264824231d7a40c">info</a>,</div><div class="line"><a name="l00047"></a><span class="lineno"> 47</span>  Args&&... args)</div><div class="line"><a name="l00048"></a><span class="lineno"> 48</span> {</div><div class="line"><a name="l00049"></a><span class="lineno"> 49</span>  <span class="keyword">const</span> <a class="code" href="namespacearmnn.html#ad8ed01ff3ff33333d8e19db4d2818bb6">DataType</a> dataType = !info.m_InputTensorInfos.empty() ?</div><div class="line"><a name="l00050"></a><span class="lineno"> 50</span>  info.m_InputTensorInfos[0].GetDataType()</div><div class="line"><a name="l00051"></a><span class="lineno"> 51</span>  : info.m_OutputTensorInfos[0].GetDataType();</div><div class="line"><a name="l00052"></a><span class="lineno"> 52</span> </div><div class="line"><a name="l00053"></a><span class="lineno"> 53</span>  <span class="keywordflow">switch</span> (dataType)</div><div class="line"><a name="l00054"></a><span class="lineno"> 54</span>  {</div><div class="line"><a name="l00055"></a><span class="lineno"> 55</span>  <span class="keywordflow">case</span> <a class="code" href="namespacearmnn.html#ad8ed01ff3ff33333d8e19db4d2818bb6a26e6ed77470c6f2f830ecf874e6c0d55">DataType::Float16</a>:</div><div class="line"><a name="l00056"></a><span class="lineno"> 56</span>  <span class="keywordflow">return</span> MakeWorkloadForType<Float16Workload>::Func(descriptor, info, std::forward<Args>(args)...);</div><div class="line"><a name="l00057"></a><span class="lineno"> 57</span>  <span class="keywordflow">case</span> <a class="code" href="namespacearmnn.html#ad8ed01ff3ff33333d8e19db4d2818bb6a166495adc0d0f53bee6baecc577f5204">DataType::Float32</a>:</div><div class="line"><a name="l00058"></a><span class="lineno"> 58</span>  <span class="keywordflow">return</span> MakeWorkloadForType<Float32Workload>::Func(descriptor, info, std::forward<Args>(args)...);</div><div class="line"><a name="l00059"></a><span class="lineno"> 59</span>  <span class="keywordflow">case</span> <a class="code" href="namespacearmnn.html#ad8ed01ff3ff33333d8e19db4d2818bb6a0a3f57c876f5a230244c38e1453a8a6e">DataType::QAsymmU8</a>:</div><div class="line"><a name="l00060"></a><span class="lineno"> 60</span>  <span class="keywordflow">return</span> MakeWorkloadForType<Uint8Workload>::Func(descriptor, info, std::forward<Args>(args)...);</div><div class="line"><a name="l00061"></a><span class="lineno"> 61</span>  <span class="keywordflow">case</span> <a class="code" href="namespacearmnn.html#ad8ed01ff3ff33333d8e19db4d2818bb6a9945327825b115e93a3b89f4302e76db">DataType::QSymmS8</a>:</div><div class="line"><a name="l00062"></a><span class="lineno"> 62</span>  <span class="keywordflow">case</span> <a class="code" href="namespacearmnn.html#ad8ed01ff3ff33333d8e19db4d2818bb6a9d02ea768c081d4bdb2b7cab0b3f510d">DataType::QAsymmS8</a>:</div><div class="line"><a name="l00063"></a><span class="lineno"> 63</span>  <span class="keywordflow">return</span> MakeWorkloadForType<Int8Workload>::Func(descriptor, info, std::forward<Args>(args)...);</div><div class="line"><a name="l00064"></a><span class="lineno"> 64</span>  <span class="keywordflow">case</span> <a class="code" href="namespacearmnn.html#ad8ed01ff3ff33333d8e19db4d2818bb6accedffbc6e5308e33d3843e8bdc0dad7">DataType::Signed32</a>:</div><div class="line"><a name="l00065"></a><span class="lineno"> 65</span>  <span class="keywordflow">return</span> MakeWorkloadForType<Int32Workload>::Func(descriptor, info, std::forward<Args>(args)...);</div><div class="line"><a name="l00066"></a><span class="lineno"> 66</span>  <span class="keywordflow">case</span> <a class="code" href="namespacearmnn.html#ad8ed01ff3ff33333d8e19db4d2818bb6a27226c864bac7454a8504f8edb15d95b">DataType::Boolean</a>:</div><div class="line"><a name="l00067"></a><span class="lineno"> 67</span>  <span class="keywordflow">return</span> MakeWorkloadForType<BooleanWorkload>::Func(descriptor, info, std::forward<Args>(args)...);</div><div class="line"><a name="l00068"></a><span class="lineno"> 68</span>  <span class="keywordflow">case</span> <a class="code" href="namespacearmnn.html#ad8ed01ff3ff33333d8e19db4d2818bb6a053c769dcf82d66ef326c86980c02ba7">DataType::QSymmS16</a>:</div><div class="line"><a name="l00069"></a><span class="lineno"> 69</span>  <span class="keywordflow">return</span> <span class="keyword">nullptr</span>;</div><div class="line"><a name="l00070"></a><span class="lineno"> 70</span>  <span class="keywordflow">default</span>:</div><div class="line"><a name="l00071"></a><span class="lineno"> 71</span>  BOOST_ASSERT_MSG(<span class="keyword">false</span>, <span class="stringliteral">"Unknown DataType."</span>);</div><div class="line"><a name="l00072"></a><span class="lineno"> 72</span>  <span class="keywordflow">return</span> <span class="keyword">nullptr</span>;</div><div class="line"><a name="l00073"></a><span class="lineno"> 73</span>  }</div><div class="line"><a name="l00074"></a><span class="lineno"> 74</span> }</div><div class="line"><a name="l00075"></a><span class="lineno"> 75</span> </div><div class="line"><a name="l00076"></a><span class="lineno"> 76</span> <span class="comment">// Makes a workload for one the specified types based on the data type requirements of the tensorinfo.</span></div><div class="line"><a name="l00077"></a><span class="lineno"> 77</span> <span class="comment">// Calling this method is the equivalent of calling the five typed MakeWorkload method with <FloatWorkload,</span></div><div class="line"><a name="l00078"></a><span class="lineno"> 78</span> <span class="comment">// FloatWorkload, Uint8Workload, NullWorkload, NullWorkload, NullWorkload>.</span></div><div class="line"><a name="l00079"></a><span class="lineno"> 79</span> <span class="comment">// Specify type void as the WorkloadType for unsupported DataType/WorkloadType combos.</span></div><div class="line"><a name="l00080"></a><span class="lineno"> 80</span> <span class="keyword">template</span> <<span class="keyword">typename</span> <a class="code" href="namespacearmnn.html#abaedcfd0ae08790c03bfe8ba7586dd84">FloatWorkload</a>, <span class="keyword">typename</span> <a class="code" href="namespacearmnn.html#ad4d53881107428c301d43b5aad16bfe0">Uint8Workload</a>, <span class="keyword">typename</span> QueueDescriptorType, <span class="keyword">typename</span>... Args></div><div class="line"><a name="l00081"></a><span class="lineno"> 81</span> std::unique_ptr<IWorkload> MakeWorkloadHelper(<span class="keyword">const</span> QueueDescriptorType& descriptor,</div><div class="line"><a name="l00082"></a><span class="lineno"> 82</span>  <span class="keyword">const</span> WorkloadInfo& info,</div><div class="line"><a name="l00083"></a><span class="lineno"> 83</span>  Args&&... args)</div><div class="line"><a name="l00084"></a><span class="lineno"> 84</span> {</div><div class="line"><a name="l00085"></a><span class="lineno"> 85</span>  <span class="keywordflow">return</span> MakeWorkloadHelper<FloatWorkload, FloatWorkload, Uint8Workload, NullWorkload, NullWorkload, NullWorkload>(</div><div class="line"><a name="l00086"></a><span class="lineno"> 86</span>  descriptor,</div><div class="line"><a name="l00087"></a><span class="lineno"> 87</span>  <a class="code" href="namespacearmnn.html#a4dc0adc6737b5944e7671bee71788407acaf9b6b99962bf5c2264824231d7a40c">info</a>,</div><div class="line"><a name="l00088"></a><span class="lineno"> 88</span>  std::forward<Args>(args)...);</div><div class="line"><a name="l00089"></a><span class="lineno"> 89</span> }</div><div class="line"><a name="l00090"></a><span class="lineno"> 90</span> </div><div class="line"><a name="l00091"></a><span class="lineno"> 91</span> } <span class="comment">//namespace</span></div><div class="line"><a name="l00092"></a><span class="lineno"> 92</span> } <span class="comment">//namespace armnn</span></div><div class="ttc" id="namespacearmnn_html_abaedcfd0ae08790c03bfe8ba7586dd84"><div class="ttname"><a href="namespacearmnn.html#abaedcfd0ae08790c03bfe8ba7586dd84">armnn::FloatWorkload</a></div><div class="ttdeci">TypedWorkload< QueueDescriptor, armnn::DataType::Float16, armnn::DataType::Float32 > FloatWorkload</div><div class="ttdef"><b>Definition:</b> <a href="_workload_8hpp_source.html#l00155">Workload.hpp:155</a></div></div>
<div class="ttc" id="namespacearmnn_html_ad8ed01ff3ff33333d8e19db4d2818bb6a9945327825b115e93a3b89f4302e76db"><div class="ttname"><a href="namespacearmnn.html#ad8ed01ff3ff33333d8e19db4d2818bb6a9945327825b115e93a3b89f4302e76db">armnn::DataType::QSymmS8</a></div></div>
<div class="ttc" id="namespacearmnn_html_ad8ed01ff3ff33333d8e19db4d2818bb6a0a3f57c876f5a230244c38e1453a8a6e"><div class="ttname"><a href="namespacearmnn.html#ad8ed01ff3ff33333d8e19db4d2818bb6a0a3f57c876f5a230244c38e1453a8a6e">armnn::DataType::QAsymmU8</a></div></div>
<div class="ttc" id="namespacearmnn_html_ab539ef5a0c152536da71c8fcc065efb5"><div class="ttname"><a href="namespacearmnn.html#ab539ef5a0c152536da71c8fcc065efb5">armnn::BooleanWorkload</a></div><div class="ttdeci">TypedWorkload< QueueDescriptor, armnn::DataType::Boolean > BooleanWorkload</div><div class="ttdef"><b>Definition:</b> <a href="_workload_8hpp_source.html#l00167">Workload.hpp:167</a></div></div>
<div class="ttc" id="namespacearmnn_html_a4dc0adc6737b5944e7671bee71788407acaf9b6b99962bf5c2264824231d7a40c"><div class="ttname"><a href="namespacearmnn.html#a4dc0adc6737b5944e7671bee71788407acaf9b6b99962bf5c2264824231d7a40c">armnn::BoostLogSeverityMapping::info</a></div></div>
<div class="ttc" id="namespacearmnn_html_ad8ed01ff3ff33333d8e19db4d2818bb6a27226c864bac7454a8504f8edb15d95b"><div class="ttname"><a href="namespacearmnn.html#ad8ed01ff3ff33333d8e19db4d2818bb6a27226c864bac7454a8504f8edb15d95b">armnn::DataType::Boolean</a></div></div>
<div class="ttc" id="namespacearmnn_html_a3e4b88b993c90b274e0bd268c35d798e"><div class="ttname"><a href="namespacearmnn.html#a3e4b88b993c90b274e0bd268c35d798e">armnn::Int32Workload</a></div><div class="ttdeci">TypedWorkload< QueueDescriptor, armnn::DataType::Signed32 > Int32Workload</div><div class="ttdef"><b>Definition:</b> <a href="_workload_8hpp_source.html#l00164">Workload.hpp:164</a></div></div>
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<div class="ttc" id="namespacearmnn_html_ad8ed01ff3ff33333d8e19db4d2818bb6a9d02ea768c081d4bdb2b7cab0b3f510d"><div class="ttname"><a href="namespacearmnn.html#ad8ed01ff3ff33333d8e19db4d2818bb6a9d02ea768c081d4bdb2b7cab0b3f510d">armnn::DataType::QAsymmS8</a></div></div>
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<div class="ttc" id="namespacearmnn_html_ad4d53881107428c301d43b5aad16bfe0"><div class="ttname"><a href="namespacearmnn.html#ad4d53881107428c301d43b5aad16bfe0">armnn::Uint8Workload</a></div><div class="ttdeci">TypedWorkload< QueueDescriptor, armnn::DataType::QAsymmU8 > Uint8Workload</div><div class="ttdef"><b>Definition:</b> <a href="_workload_8hpp_source.html#l00161">Workload.hpp:161</a></div></div>
<div class="ttc" id="namespacearmnn_html"><div class="ttname"><a href="namespacearmnn.html">armnn</a></div><div class="ttdef"><b>Definition:</b> <a href="_backend_helper_8hpp_source.html#l00011">BackendHelper.hpp:11</a></div></div>
<div class="ttc" id="namespacearmnn_html_ad8ed01ff3ff33333d8e19db4d2818bb6accedffbc6e5308e33d3843e8bdc0dad7"><div class="ttname"><a href="namespacearmnn.html#ad8ed01ff3ff33333d8e19db4d2818bb6accedffbc6e5308e33d3843e8bdc0dad7">armnn::DataType::Signed32</a></div></div>
<div class="ttc" id="namespacearmnn_html_ad8ed01ff3ff33333d8e19db4d2818bb6"><div class="ttname"><a href="namespacearmnn.html#ad8ed01ff3ff33333d8e19db4d2818bb6">armnn::DataType</a></div><div class="ttdeci">DataType</div><div class="ttdef"><b>Definition:</b> <a href="_types_8hpp_source.html#l00032">Types.hpp:32</a></div></div>
<div class="ttc" id="namespacearmnn_html_ad8ed01ff3ff33333d8e19db4d2818bb6a26e6ed77470c6f2f830ecf874e6c0d55"><div class="ttname"><a href="namespacearmnn.html#ad8ed01ff3ff33333d8e19db4d2818bb6a26e6ed77470c6f2f830ecf874e6c0d55">armnn::DataType::Float16</a></div></div>
<div class="ttc" id="namespacearmnn_html_a0493144f15b35804a133c9aa0b63fcc9"><div class="ttname"><a href="namespacearmnn.html#a0493144f15b35804a133c9aa0b63fcc9">armnn::Float32Workload</a></div><div class="ttdeci">TypedWorkload< QueueDescriptor, armnn::DataType::Float32 > Float32Workload</div><div class="ttdef"><b>Definition:</b> <a href="_workload_8hpp_source.html#l00158">Workload.hpp:158</a></div></div>
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