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<div class="title">ProfilerTests.cpp</div> </div>
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<a href="_profiler_tests_8cpp.xhtml">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> </div><div class="line"><a name="l00006"></a><span class="lineno"> 6</span> <span class="preprocessor">#include <<a class="code" href="_i_runtime_8hpp.xhtml">armnn/IRuntime.hpp</a>></span></div><div class="line"><a name="l00007"></a><span class="lineno"> 7</span> <span class="preprocessor">#include <<a class="code" href="_types_utils_8hpp.xhtml">armnn/TypesUtils.hpp</a>></span></div><div class="line"><a name="l00008"></a><span class="lineno"> 8</span> <span class="preprocessor">#include <<a class="code" href="_ignore_unused_8hpp.xhtml">armnn/utility/IgnoreUnused.hpp</a>></span></div><div class="line"><a name="l00009"></a><span class="lineno"> 9</span> </div><div class="line"><a name="l00010"></a><span class="lineno"> 10</span> <span class="preprocessor">#include <boost/test/unit_test.hpp></span></div><div class="line"><a name="l00011"></a><span class="lineno"> 11</span> <span class="preprocessor">#include <boost/test/tools/output_test_stream.hpp></span></div><div class="line"><a name="l00012"></a><span class="lineno"> 12</span> </div><div class="line"><a name="l00013"></a><span class="lineno"> 13</span> <span class="preprocessor">#include <memory></span></div><div class="line"><a name="l00014"></a><span class="lineno"> 14</span> <span class="preprocessor">#include <thread></span></div><div class="line"><a name="l00015"></a><span class="lineno"> 15</span> <span class="preprocessor">#include <ostream></span></div><div class="line"><a name="l00016"></a><span class="lineno"> 16</span> </div><div class="line"><a name="l00017"></a><span class="lineno"> 17</span> <span class="preprocessor">#include <<a class="code" href="_profiling_8hpp.xhtml">Profiling.hpp</a>></span></div><div class="line"><a name="l00018"></a><span class="lineno"> 18</span> </div><div class="line"><a name="l00019"></a><span class="lineno"> 19</span> <span class="keyword">namespace </span><a class="code" href="namespacearmnn.xhtml">armnn</a></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> </div><div class="line"><a name="l00022"></a><span class="lineno"><a class="line" href="namespacearmnn.xhtml#a24283be4c70fe5e95e038bdc3bf39ff6"> 22</a></span> <span class="keywordtype">size_t</span> <a class="code" href="namespacearmnn.xhtml#a24283be4c70fe5e95e038bdc3bf39ff6">GetProfilerEventSequenceSize</a>(<a class="code" href="classarmnn_1_1_i_profiler.xhtml">armnn::IProfiler</a>* profiler)</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>  <span class="keywordflow">if</span> (!profiler)</div><div class="line"><a name="l00025"></a><span class="lineno"> 25</span>  {</div><div class="line"><a name="l00026"></a><span class="lineno"> 26</span>  <span class="keywordflow">return</span> <span class="keyword">static_cast<</span><span class="keywordtype">size_t</span><span class="keyword">></span>(-1);</div><div class="line"><a name="l00027"></a><span class="lineno"> 27</span>  }</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="keywordflow">return</span> profiler->pProfilerImpl->m_EventSequence.size();</div><div class="line"><a name="l00030"></a><span class="lineno"> 30</span> }</div><div class="line"><a name="l00031"></a><span class="lineno"> 31</span> } <span class="comment">// namespace armnn</span></div><div class="line"><a name="l00032"></a><span class="lineno"> 32</span> </div><div class="line"><a name="l00033"></a><span class="lineno"> 33</span> <span class="keyword">namespace</span></div><div class="line"><a name="l00034"></a><span class="lineno"> 34</span> {</div><div class="line"><a name="l00035"></a><span class="lineno"> 35</span> </div><div class="line"><a name="l00036"></a><span class="lineno"> 36</span> <span class="keywordtype">void</span> RegisterUnregisterProfilerSingleThreadImpl(<span class="keywordtype">bool</span> &res)</div><div class="line"><a name="l00037"></a><span class="lineno"> 37</span> {</div><div class="line"><a name="l00038"></a><span class="lineno"> 38</span>  <span class="comment">// Important! Don't use BOOST_TEST macros in this function as they</span></div><div class="line"><a name="l00039"></a><span class="lineno"> 39</span>  <span class="comment">// seem to have problems when used in threads</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">// Get a reference to the profiler manager.</span></div><div class="line"><a name="l00042"></a><span class="lineno"> 42</span>  <a class="code" href="classarmnn_1_1_profiler_manager.xhtml">armnn::ProfilerManager</a>& profilerManager = <a class="code" href="classarmnn_1_1_profiler_manager.xhtml#a93857080c2523bf3395e7aa7e6024d5c">armnn::ProfilerManager::GetInstance</a>();</div><div class="line"><a name="l00043"></a><span class="lineno"> 43</span> </div><div class="line"><a name="l00044"></a><span class="lineno"> 44</span>  <span class="comment">// Check that there's no profiler registered for this thread.</span></div><div class="line"><a name="l00045"></a><span class="lineno"> 45</span>  res = !profilerManager.<a class="code" href="classarmnn_1_1_profiler_manager.xhtml#a3756986bc88b9b212d3f983c70c5c129">GetProfiler</a>();</div><div class="line"><a name="l00046"></a><span class="lineno"> 46</span> </div><div class="line"><a name="l00047"></a><span class="lineno"> 47</span>  <span class="comment">// Create and register a profiler for this thread.</span></div><div class="line"><a name="l00048"></a><span class="lineno"> 48</span>  std::unique_ptr<armnn::IProfiler> profiler = std::make_unique<armnn::IProfiler>();</div><div class="line"><a name="l00049"></a><span class="lineno"> 49</span>  profilerManager.<a class="code" href="classarmnn_1_1_profiler_manager.xhtml#a7b1e3e5bf386004541be2b5b22443208">RegisterProfiler</a>(profiler.get());</div><div class="line"><a name="l00050"></a><span class="lineno"> 50</span> </div><div class="line"><a name="l00051"></a><span class="lineno"> 51</span>  <span class="comment">// Check that on a single thread we get the same profiler we registered.</span></div><div class="line"><a name="l00052"></a><span class="lineno"> 52</span>  res &= profiler.get() == profilerManager.<a class="code" href="classarmnn_1_1_profiler_manager.xhtml#a3756986bc88b9b212d3f983c70c5c129">GetProfiler</a>();</div><div class="line"><a name="l00053"></a><span class="lineno"> 53</span> </div><div class="line"><a name="l00054"></a><span class="lineno"> 54</span>  <span class="comment">// Destroy the profiler.</span></div><div class="line"><a name="l00055"></a><span class="lineno"> 55</span>  profiler.reset();</div><div class="line"><a name="l00056"></a><span class="lineno"> 56</span> </div><div class="line"><a name="l00057"></a><span class="lineno"> 57</span>  <span class="comment">// Check that the profiler has been un-registered for this thread.</span></div><div class="line"><a name="l00058"></a><span class="lineno"> 58</span>  res &= !profilerManager.<a class="code" href="classarmnn_1_1_profiler_manager.xhtml#a3756986bc88b9b212d3f983c70c5c129">GetProfiler</a>();</div><div class="line"><a name="l00059"></a><span class="lineno"> 59</span> </div><div class="line"><a name="l00060"></a><span class="lineno"> 60</span>  <a class="code" href="classarmnn_1_1_profiler_manager.xhtml#a93857080c2523bf3395e7aa7e6024d5c">armnn::ProfilerManager::GetInstance</a>().<a class="code" href="classarmnn_1_1_profiler_manager.xhtml#a7b1e3e5bf386004541be2b5b22443208">RegisterProfiler</a>(<span class="keyword">nullptr</span>);</div><div class="line"><a name="l00061"></a><span class="lineno"> 61</span> }</div><div class="line"><a name="l00062"></a><span class="lineno"> 62</span> </div><div class="line"><a name="l00063"></a><span class="lineno"> 63</span> } <span class="comment">// namespace</span></div><div class="line"><a name="l00064"></a><span class="lineno"> 64</span> </div><div class="line"><a name="l00065"></a><span class="lineno"> 65</span> <a class="code" href="_output_shape_of_squeeze_8cpp.xhtml#ae3a6cb217a792718f2bd0e8f45e3ca9e">BOOST_AUTO_TEST_SUITE</a>(Profiler)</div><div class="line"><a name="l00066"></a><span class="lineno"> 66</span> </div><div class="line"><a name="l00067"></a><span class="lineno"><a class="line" href="_profiler_tests_8cpp.xhtml#aa56da81857d7564464ae7d38813d7110"> 67</a></span> <a class="code" href="namespacearmnn.xhtml#a10d15f3df1ab52b3b915a4be1dbf386b">BOOST_AUTO_TEST_CASE</a>(EnableDisableProfiling)</div><div class="line"><a name="l00068"></a><span class="lineno"> 68</span> {</div><div class="line"><a name="l00069"></a><span class="lineno"> 69</span>  std::unique_ptr<armnn::IProfiler> profiler = std::make_unique<armnn::IProfiler>();</div><div class="line"><a name="l00070"></a><span class="lineno"> 70</span> </div><div class="line"><a name="l00071"></a><span class="lineno"> 71</span>  <span class="comment">// Check that profiling is disabled by default.</span></div><div class="line"><a name="l00072"></a><span class="lineno"> 72</span>  BOOST_TEST(!profiler->IsProfilingEnabled());</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>  <span class="comment">// Enable profiling.</span></div><div class="line"><a name="l00075"></a><span class="lineno"> 75</span>  profiler->EnableProfiling(<span class="keyword">true</span>);</div><div class="line"><a name="l00076"></a><span class="lineno"> 76</span> </div><div class="line"><a name="l00077"></a><span class="lineno"> 77</span>  <span class="comment">// Check that profiling is enabled.</span></div><div class="line"><a name="l00078"></a><span class="lineno"> 78</span>  BOOST_TEST(profiler->IsProfilingEnabled());</div><div class="line"><a name="l00079"></a><span class="lineno"> 79</span> </div><div class="line"><a name="l00080"></a><span class="lineno"> 80</span>  <span class="comment">// Disable profiling.</span></div><div class="line"><a name="l00081"></a><span class="lineno"> 81</span>  profiler->EnableProfiling(<span class="keyword">false</span>);</div><div class="line"><a name="l00082"></a><span class="lineno"> 82</span> </div><div class="line"><a name="l00083"></a><span class="lineno"> 83</span>  <span class="comment">// Check that profiling is disabled.</span></div><div class="line"><a name="l00084"></a><span class="lineno"> 84</span>  BOOST_TEST(!profiler->IsProfilingEnabled());</div><div class="line"><a name="l00085"></a><span class="lineno"> 85</span> }</div><div class="line"><a name="l00086"></a><span class="lineno"> 86</span> </div><div class="line"><a name="l00087"></a><span class="lineno"><a class="line" href="_profiler_tests_8cpp.xhtml#aa411d2bb60d791e2f49ed67202e5c7e6"> 87</a></span> <a class="code" href="namespacearmnn.xhtml#a10d15f3df1ab52b3b915a4be1dbf386b">BOOST_AUTO_TEST_CASE</a>(RegisterUnregisterProfilerSingleThread)</div><div class="line"><a name="l00088"></a><span class="lineno"> 88</span> {</div><div class="line"><a name="l00089"></a><span class="lineno"> 89</span>  <span class="keywordtype">bool</span> res = <span class="keyword">false</span>;</div><div class="line"><a name="l00090"></a><span class="lineno"> 90</span>  RegisterUnregisterProfilerSingleThreadImpl(res);</div><div class="line"><a name="l00091"></a><span class="lineno"> 91</span>  BOOST_TEST(res);</div><div class="line"><a name="l00092"></a><span class="lineno"> 92</span> }</div><div class="line"><a name="l00093"></a><span class="lineno"> 93</span> </div><div class="line"><a name="l00094"></a><span class="lineno"><a class="line" href="_profiler_tests_8cpp.xhtml#a1f64a7ab20825d43628d5eafbe7a4752"> 94</a></span> <a class="code" href="namespacearmnn.xhtml#a10d15f3df1ab52b3b915a4be1dbf386b">BOOST_AUTO_TEST_CASE</a>(RegisterUnregisterProfilerMultipleThreads)</div><div class="line"><a name="l00095"></a><span class="lineno"> 95</span> {</div><div class="line"><a name="l00096"></a><span class="lineno"> 96</span>  <span class="keywordtype">bool</span> res[3] = {<span class="keyword">false</span>, <span class="keyword">false</span>, <span class="keyword">false</span>};</div><div class="line"><a name="l00097"></a><span class="lineno"> 97</span>  std::thread thread1([&res]() { RegisterUnregisterProfilerSingleThreadImpl(res[0]); });</div><div class="line"><a name="l00098"></a><span class="lineno"> 98</span>  std::thread thread2([&res]() { RegisterUnregisterProfilerSingleThreadImpl(res[1]); });</div><div class="line"><a name="l00099"></a><span class="lineno"> 99</span>  std::thread thread3([&res]() { RegisterUnregisterProfilerSingleThreadImpl(res[2]); });</div><div class="line"><a name="l00100"></a><span class="lineno"> 100</span> </div><div class="line"><a name="l00101"></a><span class="lineno"> 101</span>  thread1.join();</div><div class="line"><a name="l00102"></a><span class="lineno"> 102</span>  thread2.join();</div><div class="line"><a name="l00103"></a><span class="lineno"> 103</span>  thread3.join();</div><div class="line"><a name="l00104"></a><span class="lineno"> 104</span> </div><div class="line"><a name="l00105"></a><span class="lineno"> 105</span>  <span class="keywordflow">for</span> (<span class="keywordtype">int</span> i = 0 ; i < 3 ; i++)</div><div class="line"><a name="l00106"></a><span class="lineno"> 106</span>  {</div><div class="line"><a name="l00107"></a><span class="lineno"> 107</span>  BOOST_TEST(res[i]);</div><div class="line"><a name="l00108"></a><span class="lineno"> 108</span>  }</div><div class="line"><a name="l00109"></a><span class="lineno"> 109</span> }</div><div class="line"><a name="l00110"></a><span class="lineno"> 110</span> </div><div class="line"><a name="l00111"></a><span class="lineno"><a class="line" href="_profiler_tests_8cpp.xhtml#abee812514eb522207da35b5325253542"> 111</a></span> <a class="code" href="namespacearmnn.xhtml#a10d15f3df1ab52b3b915a4be1dbf386b">BOOST_AUTO_TEST_CASE</a>(ProfilingMacros)</div><div class="line"><a name="l00112"></a><span class="lineno"> 112</span> {</div><div class="line"><a name="l00113"></a><span class="lineno"> 113</span>  <span class="comment">// Get a reference to the profiler manager.</span></div><div class="line"><a name="l00114"></a><span class="lineno"> 114</span>  <a class="code" href="classarmnn_1_1_profiler_manager.xhtml">armnn::ProfilerManager</a>& profilerManager = <a class="code" href="classarmnn_1_1_profiler_manager.xhtml#a93857080c2523bf3395e7aa7e6024d5c">armnn::ProfilerManager::GetInstance</a>();</div><div class="line"><a name="l00115"></a><span class="lineno"> 115</span> </div><div class="line"><a name="l00116"></a><span class="lineno"> 116</span>  { <span class="comment">// --- No profiler ---</span></div><div class="line"><a name="l00117"></a><span class="lineno"> 117</span> </div><div class="line"><a name="l00118"></a><span class="lineno"> 118</span>  <span class="comment">// Check that there's no profiler registered for this thread.</span></div><div class="line"><a name="l00119"></a><span class="lineno"> 119</span>  BOOST_TEST(!profilerManager.<a class="code" href="classarmnn_1_1_profiler_manager.xhtml#a3756986bc88b9b212d3f983c70c5c129">GetProfiler</a>());</div><div class="line"><a name="l00120"></a><span class="lineno"> 120</span> </div><div class="line"><a name="l00121"></a><span class="lineno"> 121</span>  <span class="comment">// Test scoped event.</span></div><div class="line"><a name="l00122"></a><span class="lineno"> 122</span>  { <a class="code" href="_profiling_8hpp.xhtml#a5ccc65e2c464ac05ce311fdae7ede03a">ARMNN_SCOPED_PROFILING_EVENT</a>(<a class="code" href="namespacearmnn.xhtml#ae2f04a162585c0a5222a537efd5456aea39f8662ca778258e9c6a14f26fec5ec1">armnn::Compute::CpuAcc</a>, <span class="stringliteral">"test"</span>); }</div><div class="line"><a name="l00123"></a><span class="lineno"> 123</span> </div><div class="line"><a name="l00124"></a><span class="lineno"> 124</span>  <span class="comment">// Check that we still cannot get a profiler for this thread.</span></div><div class="line"><a name="l00125"></a><span class="lineno"> 125</span>  BOOST_TEST(!profilerManager.<a class="code" href="classarmnn_1_1_profiler_manager.xhtml#a3756986bc88b9b212d3f983c70c5c129">GetProfiler</a>());</div><div class="line"><a name="l00126"></a><span class="lineno"> 126</span>  }</div><div class="line"><a name="l00127"></a><span class="lineno"> 127</span> </div><div class="line"><a name="l00128"></a><span class="lineno"> 128</span>  <span class="comment">// Create and register a profiler for this thread.</span></div><div class="line"><a name="l00129"></a><span class="lineno"> 129</span>  std::unique_ptr<armnn::IProfiler> profiler = std::make_unique<armnn::IProfiler>();</div><div class="line"><a name="l00130"></a><span class="lineno"> 130</span>  profilerManager.<a class="code" href="classarmnn_1_1_profiler_manager.xhtml#a7b1e3e5bf386004541be2b5b22443208">RegisterProfiler</a>(profiler.get());</div><div class="line"><a name="l00131"></a><span class="lineno"> 131</span> </div><div class="line"><a name="l00132"></a><span class="lineno"> 132</span>  { <span class="comment">// --- Profiler, but profiling disabled ---</span></div><div class="line"><a name="l00133"></a><span class="lineno"> 133</span> </div><div class="line"><a name="l00134"></a><span class="lineno"> 134</span>  <span class="comment">// Get current event sequence size.</span></div><div class="line"><a name="l00135"></a><span class="lineno"> 135</span>  <span class="keywordtype">size_t</span> eventSequenceSizeBefore = <a class="code" href="namespacearmnn.xhtml#a24283be4c70fe5e95e038bdc3bf39ff6">armnn::GetProfilerEventSequenceSize</a>(profiler.get());</div><div class="line"><a name="l00136"></a><span class="lineno"> 136</span> </div><div class="line"><a name="l00137"></a><span class="lineno"> 137</span>  <span class="comment">// Test scoped macro.</span></div><div class="line"><a name="l00138"></a><span class="lineno"> 138</span>  { <a class="code" href="_profiling_8hpp.xhtml#a5ccc65e2c464ac05ce311fdae7ede03a">ARMNN_SCOPED_PROFILING_EVENT</a>(<a class="code" href="namespacearmnn.xhtml#ae2f04a162585c0a5222a537efd5456aea39f8662ca778258e9c6a14f26fec5ec1">armnn::Compute::CpuAcc</a>, <span class="stringliteral">"test"</span>); }</div><div class="line"><a name="l00139"></a><span class="lineno"> 139</span> </div><div class="line"><a name="l00140"></a><span class="lineno"> 140</span>  <span class="comment">// Check that no profiling event has been added to the sequence.</span></div><div class="line"><a name="l00141"></a><span class="lineno"> 141</span>  <span class="keywordtype">size_t</span> eventSequenceSizeAfter = <a class="code" href="namespacearmnn.xhtml#a24283be4c70fe5e95e038bdc3bf39ff6">armnn::GetProfilerEventSequenceSize</a>(profiler.get());</div><div class="line"><a name="l00142"></a><span class="lineno"> 142</span>  BOOST_TEST(eventSequenceSizeBefore == eventSequenceSizeAfter);</div><div class="line"><a name="l00143"></a><span class="lineno"> 143</span>  }</div><div class="line"><a name="l00144"></a><span class="lineno"> 144</span> </div><div class="line"><a name="l00145"></a><span class="lineno"> 145</span>  <span class="comment">// Enable profiling.</span></div><div class="line"><a name="l00146"></a><span class="lineno"> 146</span>  profiler->EnableProfiling(<span class="keyword">true</span>);</div><div class="line"><a name="l00147"></a><span class="lineno"> 147</span> </div><div class="line"><a name="l00148"></a><span class="lineno"> 148</span>  { <span class="comment">// --- Profiler, and profiling enabled ---</span></div><div class="line"><a name="l00149"></a><span class="lineno"> 149</span> </div><div class="line"><a name="l00150"></a><span class="lineno"> 150</span>  <span class="comment">// Get current event sequence size.</span></div><div class="line"><a name="l00151"></a><span class="lineno"> 151</span>  <span class="keywordtype">size_t</span> eventSequenceSizeBefore = <a class="code" href="namespacearmnn.xhtml#a24283be4c70fe5e95e038bdc3bf39ff6">armnn::GetProfilerEventSequenceSize</a>(profiler.get());</div><div class="line"><a name="l00152"></a><span class="lineno"> 152</span> </div><div class="line"><a name="l00153"></a><span class="lineno"> 153</span>  <span class="comment">// Test scoped macro.</span></div><div class="line"><a name="l00154"></a><span class="lineno"> 154</span>  { <a class="code" href="_profiling_8hpp.xhtml#a5ccc65e2c464ac05ce311fdae7ede03a">ARMNN_SCOPED_PROFILING_EVENT</a>(<a class="code" href="namespacearmnn.xhtml#ae2f04a162585c0a5222a537efd5456aea39f8662ca778258e9c6a14f26fec5ec1">armnn::Compute::CpuAcc</a>, <span class="stringliteral">"test"</span>); }</div><div class="line"><a name="l00155"></a><span class="lineno"> 155</span> </div><div class="line"><a name="l00156"></a><span class="lineno"> 156</span>  <span class="comment">// Check that a profiling event has been added to the sequence.</span></div><div class="line"><a name="l00157"></a><span class="lineno"> 157</span>  <span class="keywordtype">size_t</span> eventSequenceSizeAfter = <a class="code" href="namespacearmnn.xhtml#a24283be4c70fe5e95e038bdc3bf39ff6">armnn::GetProfilerEventSequenceSize</a>(profiler.get());</div><div class="line"><a name="l00158"></a><span class="lineno"> 158</span>  BOOST_TEST(eventSequenceSizeAfter == eventSequenceSizeBefore + 1);</div><div class="line"><a name="l00159"></a><span class="lineno"> 159</span>  }</div><div class="line"><a name="l00160"></a><span class="lineno"> 160</span> </div><div class="line"><a name="l00161"></a><span class="lineno"> 161</span>  <span class="comment">// Disable profiling here to not print out anything on stdout.</span></div><div class="line"><a name="l00162"></a><span class="lineno"> 162</span>  profiler->EnableProfiling(<span class="keyword">false</span>);</div><div class="line"><a name="l00163"></a><span class="lineno"> 163</span> }</div><div class="line"><a name="l00164"></a><span class="lineno"> 164</span> </div><div class="line"><a name="l00165"></a><span class="lineno"> 165</span> <span class="preprocessor">#if defined(ARMNNREF_ENABLED)</span></div><div class="line"><a name="l00166"></a><span class="lineno"> 166</span> </div><div class="line"><a name="l00167"></a><span class="lineno"> 167</span> <span class="comment">// This test unit needs the reference backend, it's not available if the reference backend is not built</span></div><div class="line"><a name="l00168"></a><span class="lineno"> 168</span> </div><div class="line"><a name="l00169"></a><span class="lineno"> 169</span> <a class="code" href="namespacearmnn.xhtml#a10d15f3df1ab52b3b915a4be1dbf386b">BOOST_AUTO_TEST_CASE</a>(RuntimeLoadNetwork)</div><div class="line"><a name="l00170"></a><span class="lineno"> 170</span> {</div><div class="line"><a name="l00171"></a><span class="lineno"> 171</span>  <span class="comment">// Get a reference to the profiler manager.</span></div><div class="line"><a name="l00172"></a><span class="lineno"> 172</span>  <a class="code" href="classarmnn_1_1_profiler_manager.xhtml">armnn::ProfilerManager</a>& profilerManager = <a class="code" href="classarmnn_1_1_profiler_manager.xhtml#a93857080c2523bf3395e7aa7e6024d5c">armnn::ProfilerManager::GetInstance</a>();</div><div class="line"><a name="l00173"></a><span class="lineno"> 173</span> </div><div class="line"><a name="l00174"></a><span class="lineno"> 174</span>  <span class="comment">// Check that there's no profiler registered for this thread.</span></div><div class="line"><a name="l00175"></a><span class="lineno"> 175</span>  BOOST_TEST(!profilerManager.<a class="code" href="classarmnn_1_1_profiler_manager.xhtml#a3756986bc88b9b212d3f983c70c5c129">GetProfiler</a>());</div><div class="line"><a name="l00176"></a><span class="lineno"> 176</span> </div><div class="line"><a name="l00177"></a><span class="lineno"> 177</span>  <span class="comment">// Build a mock-network and load it into the runtime.</span></div><div class="line"><a name="l00178"></a><span class="lineno"> 178</span>  <a class="code" href="structarmnn_1_1_i_runtime_1_1_creation_options.xhtml">armnn::IRuntime::CreationOptions</a> options;</div><div class="line"><a name="l00179"></a><span class="lineno"> 179</span>  <a class="code" href="namespacearmnn.xhtml#a150468a02bd7b2d2d061c4aaaee939f0">armnn::IRuntimePtr</a> runtime(<a class="code" href="classarmnn_1_1_i_runtime.xhtml#ad44ecd3700748dc30dc4bbe34ba5bde7">armnn::IRuntime::Create</a>(options));</div><div class="line"><a name="l00180"></a><span class="lineno"> 180</span>  <a class="code" href="namespacearmnn.xhtml#a83015160d8c67d5d77735eb0d4033d9a">armnn::NetworkId</a> networkIdentifier = 1;</div><div class="line"><a name="l00181"></a><span class="lineno"> 181</span>  <a class="code" href="namespacearmnn.xhtml#ace74f6f9feb95a964a49d79458232703">armnn::INetworkPtr</a> mockNetwork(<a class="code" href="classarmnn_1_1_i_network.xhtml#a464f0ff87b1aabf71febaa71321dd40b">armnn::INetwork::Create</a>());</div><div class="line"><a name="l00182"></a><span class="lineno"> 182</span>  mockNetwork->AddInputLayer(0, <span class="stringliteral">"test layer"</span>);</div><div class="line"><a name="l00183"></a><span class="lineno"> 183</span>  std::vector<armnn::BackendId> backends = { <a class="code" href="namespacearmnn.xhtml#ae2f04a162585c0a5222a537efd5456aea83c2c4e9b658ccafbcbe6309c5d84c64">armnn::Compute::CpuRef</a> };</div><div class="line"><a name="l00184"></a><span class="lineno"> 184</span>  runtime->LoadNetwork(networkIdentifier, <a class="code" href="namespacearmnn.xhtml#a82e98ef05fd67036d1195ba17174d685">armnn::Optimize</a>(*mockNetwork, backends, runtime->GetDeviceSpec()));</div><div class="line"><a name="l00185"></a><span class="lineno"> 185</span> </div><div class="line"><a name="l00186"></a><span class="lineno"> 186</span>  <span class="comment">// Check that now there's a profiler registered for this thread (created and registered by the loading the network).</span></div><div class="line"><a name="l00187"></a><span class="lineno"> 187</span>  BOOST_TEST(profilerManager.<a class="code" href="classarmnn_1_1_profiler_manager.xhtml#a3756986bc88b9b212d3f983c70c5c129">GetProfiler</a>());</div><div class="line"><a name="l00188"></a><span class="lineno"> 188</span> </div><div class="line"><a name="l00189"></a><span class="lineno"> 189</span>  <span class="comment">// Unload the network.</span></div><div class="line"><a name="l00190"></a><span class="lineno"> 190</span>  runtime->UnloadNetwork(networkIdentifier);</div><div class="line"><a name="l00191"></a><span class="lineno"> 191</span> </div><div class="line"><a name="l00192"></a><span class="lineno"> 192</span>  <span class="comment">// Check that the profiler has been un-registered for this thread.</span></div><div class="line"><a name="l00193"></a><span class="lineno"> 193</span>  BOOST_TEST(!profilerManager.<a class="code" href="classarmnn_1_1_profiler_manager.xhtml#a3756986bc88b9b212d3f983c70c5c129">GetProfiler</a>());</div><div class="line"><a name="l00194"></a><span class="lineno"> 194</span> }</div><div class="line"><a name="l00195"></a><span class="lineno"> 195</span> </div><div class="line"><a name="l00196"></a><span class="lineno"> 196</span> <span class="preprocessor">#endif</span></div><div class="line"><a name="l00197"></a><span class="lineno"> 197</span> </div><div class="line"><a name="l00198"></a><span class="lineno"><a class="line" href="_profiler_tests_8cpp.xhtml#a6ae491560c91b9a18dc6725a618d774b"> 198</a></span> <a class="code" href="namespacearmnn.xhtml#a10d15f3df1ab52b3b915a4be1dbf386b">BOOST_AUTO_TEST_CASE</a>(WriteEventResults)</div><div class="line"><a name="l00199"></a><span class="lineno"> 199</span> {</div><div class="line"><a name="l00200"></a><span class="lineno"> 200</span>  <span class="comment">// Get a reference to the profiler manager.</span></div><div class="line"><a name="l00201"></a><span class="lineno"> 201</span>  <a class="code" href="classarmnn_1_1_profiler_manager.xhtml">armnn::ProfilerManager</a>& profileManager = <a class="code" href="classarmnn_1_1_profiler_manager.xhtml#a93857080c2523bf3395e7aa7e6024d5c">armnn::ProfilerManager::GetInstance</a>();</div><div class="line"><a name="l00202"></a><span class="lineno"> 202</span> </div><div class="line"><a name="l00203"></a><span class="lineno"> 203</span>  <span class="comment">// Create and register a profiler for this thread.</span></div><div class="line"><a name="l00204"></a><span class="lineno"> 204</span>  std::unique_ptr<armnn::IProfiler> profiler = std::make_unique<armnn::IProfiler>();</div><div class="line"><a name="l00205"></a><span class="lineno"> 205</span>  profileManager.<a class="code" href="classarmnn_1_1_profiler_manager.xhtml#a7b1e3e5bf386004541be2b5b22443208">RegisterProfiler</a>(profiler.get());</div><div class="line"><a name="l00206"></a><span class="lineno"> 206</span> </div><div class="line"><a name="l00207"></a><span class="lineno"> 207</span>  <span class="comment">// Enable profiling.</span></div><div class="line"><a name="l00208"></a><span class="lineno"> 208</span>  profiler->EnableProfiling(<span class="keyword">true</span>);</div><div class="line"><a name="l00209"></a><span class="lineno"> 209</span> </div><div class="line"><a name="l00210"></a><span class="lineno"> 210</span>  { <span class="comment">// --- Profiler, and profiling enabled ---</span></div><div class="line"><a name="l00211"></a><span class="lineno"> 211</span> </div><div class="line"><a name="l00212"></a><span class="lineno"> 212</span>  <span class="comment">// Get current event sequence size.</span></div><div class="line"><a name="l00213"></a><span class="lineno"> 213</span>  <span class="keywordtype">size_t</span> eventSequenceSizeBefore = <a class="code" href="namespacearmnn.xhtml#a24283be4c70fe5e95e038bdc3bf39ff6">armnn::GetProfilerEventSequenceSize</a>(profiler.get());</div><div class="line"><a name="l00214"></a><span class="lineno"> 214</span> </div><div class="line"><a name="l00215"></a><span class="lineno"> 215</span>  <span class="comment">// Test scoped macro.</span></div><div class="line"><a name="l00216"></a><span class="lineno"> 216</span>  {</div><div class="line"><a name="l00217"></a><span class="lineno"> 217</span>  <span class="comment">// Need to directly create a ScopedProfilingEvent as the one created by the macro falls out of scope</span></div><div class="line"><a name="l00218"></a><span class="lineno"> 218</span>  <span class="comment">// immediately causing the Event.Stop() function method to be called immediately after the Event.Start()</span></div><div class="line"><a name="l00219"></a><span class="lineno"> 219</span>  <span class="comment">// function resulting in periodic test failures on the Dent and Smith HiKeys</span></div><div class="line"><a name="l00220"></a><span class="lineno"> 220</span>  <a class="code" href="classarmnn_1_1_scoped_profiling_event.xhtml">armnn::ScopedProfilingEvent</a> testEvent(<a class="code" href="namespacearmnn.xhtml#ae2f04a162585c0a5222a537efd5456aea39f8662ca778258e9c6a14f26fec5ec1">armnn::Compute::CpuAcc</a>, <span class="stringliteral">"test"</span>, <a class="code" href="classarmnn_1_1_wall_clock_timer.xhtml">armnn::WallClockTimer</a>());</div><div class="line"><a name="l00221"></a><span class="lineno"> 221</span>  std::this_thread::sleep_for(std::chrono::milliseconds(10));</div><div class="line"><a name="l00222"></a><span class="lineno"> 222</span>  }</div><div class="line"><a name="l00223"></a><span class="lineno"> 223</span> </div><div class="line"><a name="l00224"></a><span class="lineno"> 224</span>  <span class="comment">// Check that a profiling event has been added to the sequence.</span></div><div class="line"><a name="l00225"></a><span class="lineno"> 225</span>  <span class="keywordtype">size_t</span> eventSequenceSizeAfter = <a class="code" href="namespacearmnn.xhtml#a24283be4c70fe5e95e038bdc3bf39ff6">armnn::GetProfilerEventSequenceSize</a>(profiler.get());</div><div class="line"><a name="l00226"></a><span class="lineno"> 226</span>  BOOST_TEST(eventSequenceSizeAfter == eventSequenceSizeBefore + 1);</div><div class="line"><a name="l00227"></a><span class="lineno"> 227</span> </div><div class="line"><a name="l00228"></a><span class="lineno"> 228</span>  boost::test_tools::output_test_stream output;</div><div class="line"><a name="l00229"></a><span class="lineno"> 229</span>  profiler->AnalyzeEventsAndWriteResults(output);</div><div class="line"><a name="l00230"></a><span class="lineno"> 230</span>  BOOST_TEST(!output.is_empty(<span class="keyword">false</span>));</div><div class="line"><a name="l00231"></a><span class="lineno"> 231</span> </div><div class="line"><a name="l00232"></a><span class="lineno"> 232</span>  <span class="comment">// output should contain event name 'test'</span></div><div class="line"><a name="l00233"></a><span class="lineno"> 233</span>  BOOST_CHECK(output.str().find(<span class="stringliteral">"test"</span>) != std::string::npos);</div><div class="line"><a name="l00234"></a><span class="lineno"> 234</span> </div><div class="line"><a name="l00235"></a><span class="lineno"> 235</span>  <span class="comment">// output should contain headers</span></div><div class="line"><a name="l00236"></a><span class="lineno"> 236</span>  BOOST_CHECK(output.str().find(<span class="stringliteral">"Event Sequence - Name"</span>) != std::string::npos);</div><div class="line"><a name="l00237"></a><span class="lineno"> 237</span>  BOOST_CHECK(output.str().find(<span class="stringliteral">"Event Stats - Name"</span>) != std::string::npos);</div><div class="line"><a name="l00238"></a><span class="lineno"> 238</span>  BOOST_CHECK(output.str().find(<span class="stringliteral">"Total"</span>) != std::string::npos);</div><div class="line"><a name="l00239"></a><span class="lineno"> 239</span>  BOOST_CHECK(output.str().find(<span class="stringliteral">"Device"</span>) != std::string::npos);</div><div class="line"><a name="l00240"></a><span class="lineno"> 240</span>  <span class="comment">// output should contain compute device 'CpuAcc'</span></div><div class="line"><a name="l00241"></a><span class="lineno"> 241</span>  BOOST_CHECK(output.str().find(<span class="stringliteral">"CpuAcc"</span>) != std::string::npos);</div><div class="line"><a name="l00242"></a><span class="lineno"> 242</span>  <span class="comment">// output should not contain un-readable numbers</span></div><div class="line"><a name="l00243"></a><span class="lineno"> 243</span>  BOOST_CHECK(output.str().find(<span class="stringliteral">"e+"</span>) == std::string::npos);</div><div class="line"><a name="l00244"></a><span class="lineno"> 244</span>  <span class="comment">// output should not contain un-readable numbers</span></div><div class="line"><a name="l00245"></a><span class="lineno"> 245</span>  BOOST_CHECK(output.str().find(<span class="stringliteral">"+"</span>) == std::string::npos);</div><div class="line"><a name="l00246"></a><span class="lineno"> 246</span>  <span class="comment">// output should not contain zero value</span></div><div class="line"><a name="l00247"></a><span class="lineno"> 247</span>  BOOST_CHECK(output.str().find(<span class="stringliteral">" 0 "</span>) == std::string::npos);</div><div class="line"><a name="l00248"></a><span class="lineno"> 248</span>  }</div><div class="line"><a name="l00249"></a><span class="lineno"> 249</span> </div><div class="line"><a name="l00250"></a><span class="lineno"> 250</span>  <span class="comment">// Disable profiling here to not print out anything on stdout.</span></div><div class="line"><a name="l00251"></a><span class="lineno"> 251</span>  profiler->EnableProfiling(<span class="keyword">false</span>);</div><div class="line"><a name="l00252"></a><span class="lineno"> 252</span> }</div><div class="line"><a name="l00253"></a><span class="lineno"> 253</span> </div><div class="line"><a name="l00254"></a><span class="lineno"><a class="line" href="_profiler_tests_8cpp.xhtml#a354513369128db296f965dd4c1a7b419"> 254</a></span> <a class="code" href="namespacearmnn.xhtml#a10d15f3df1ab52b3b915a4be1dbf386b">BOOST_AUTO_TEST_CASE</a>(ProfilerJsonPrinter)</div><div class="line"><a name="l00255"></a><span class="lineno"> 255</span> {</div><div class="line"><a name="l00256"></a><span class="lineno"> 256</span>  <span class="keyword">class </span>TestInstrument : <span class="keyword">public</span> <a class="code" href="classarmnn_1_1_instrument.xhtml">armnn::Instrument</a></div><div class="line"><a name="l00257"></a><span class="lineno"> 257</span>  {</div><div class="line"><a name="l00258"></a><span class="lineno"> 258</span>  <span class="keyword">public</span>:</div><div class="line"><a name="l00259"></a><span class="lineno"> 259</span>  <span class="keyword">virtual</span> ~TestInstrument() {}</div><div class="line"><a name="l00260"></a><span class="lineno"> 260</span>  <span class="keywordtype">void</span> Start()<span class="keyword"> override </span>{}</div><div class="line"><a name="l00261"></a><span class="lineno"> 261</span>  <span class="keywordtype">void</span> Stop()<span class="keyword"> override </span>{}</div><div class="line"><a name="l00262"></a><span class="lineno"> 262</span> </div><div class="line"><a name="l00263"></a><span class="lineno"> 263</span>  std::vector<armnn::Measurement> GetMeasurements()<span class="keyword"> const override</span></div><div class="line"><a name="l00264"></a><span class="lineno"> 264</span> <span class="keyword"> </span>{</div><div class="line"><a name="l00265"></a><span class="lineno"> 265</span>  std::vector<armnn::Measurement> measurements;</div><div class="line"><a name="l00266"></a><span class="lineno"> 266</span>  measurements.emplace_back(<a class="code" href="structarmnn_1_1_measurement.xhtml">armnn::Measurement</a>(<span class="stringliteral">"Measurement1"</span>,</div><div class="line"><a name="l00267"></a><span class="lineno"> 267</span>  1.0,</div><div class="line"><a name="l00268"></a><span class="lineno"> 268</span>  armnn::Measurement::Unit::TIME_MS));</div><div class="line"><a name="l00269"></a><span class="lineno"> 269</span>  measurements.emplace_back(<a class="code" href="structarmnn_1_1_measurement.xhtml">armnn::Measurement</a>(<span class="stringliteral">"Measurement2"</span>,</div><div class="line"><a name="l00270"></a><span class="lineno"> 270</span>  2.0,</div><div class="line"><a name="l00271"></a><span class="lineno"> 271</span>  armnn::Measurement::Unit::TIME_US));</div><div class="line"><a name="l00272"></a><span class="lineno"> 272</span>  <span class="keywordflow">return</span> measurements;</div><div class="line"><a name="l00273"></a><span class="lineno"> 273</span>  }</div><div class="line"><a name="l00274"></a><span class="lineno"> 274</span> </div><div class="line"><a name="l00275"></a><span class="lineno"> 275</span>  <span class="keyword">const</span> <span class="keywordtype">char</span>* GetName()<span class="keyword"> const override</span></div><div class="line"><a name="l00276"></a><span class="lineno"> 276</span> <span class="keyword"> </span>{</div><div class="line"><a name="l00277"></a><span class="lineno"> 277</span>  <span class="keywordflow">return</span> <span class="stringliteral">"TestInstrument"</span>;</div><div class="line"><a name="l00278"></a><span class="lineno"> 278</span>  }</div><div class="line"><a name="l00279"></a><span class="lineno"> 279</span>  };</div><div class="line"><a name="l00280"></a><span class="lineno"> 280</span> </div><div class="line"><a name="l00281"></a><span class="lineno"> 281</span>  <span class="comment">// Get a reference to the profiler manager.</span></div><div class="line"><a name="l00282"></a><span class="lineno"> 282</span>  <a class="code" href="classarmnn_1_1_profiler_manager.xhtml">armnn::ProfilerManager</a>& profilerManager = <a class="code" href="classarmnn_1_1_profiler_manager.xhtml#a93857080c2523bf3395e7aa7e6024d5c">armnn::ProfilerManager::GetInstance</a>();</div><div class="line"><a name="l00283"></a><span class="lineno"> 283</span> </div><div class="line"><a name="l00284"></a><span class="lineno"> 284</span>  <span class="comment">// Create and register a profiler for this thread.</span></div><div class="line"><a name="l00285"></a><span class="lineno"> 285</span>  std::unique_ptr<armnn::IProfiler> profiler = std::make_unique<armnn::IProfiler>();</div><div class="line"><a name="l00286"></a><span class="lineno"> 286</span>  profilerManager.<a class="code" href="classarmnn_1_1_profiler_manager.xhtml#a7b1e3e5bf386004541be2b5b22443208">RegisterProfiler</a>(profiler.get());</div><div class="line"><a name="l00287"></a><span class="lineno"> 287</span> </div><div class="line"><a name="l00288"></a><span class="lineno"> 288</span>  profiler->EnableProfiling(<span class="keyword">true</span>);</div><div class="line"><a name="l00289"></a><span class="lineno"> 289</span> </div><div class="line"><a name="l00290"></a><span class="lineno"> 290</span>  {</div><div class="line"><a name="l00291"></a><span class="lineno"> 291</span>  <span class="comment">// Test scoped macro.</span></div><div class="line"><a name="l00292"></a><span class="lineno"> 292</span>  <a class="code" href="_profiling_8hpp.xhtml#a1a638e817a4bf185cd95dc61f8cca62c">ARMNN_SCOPED_PROFILING_EVENT_WITH_INSTRUMENTS</a>(<a class="code" href="namespacearmnn.xhtml#ae2f04a162585c0a5222a537efd5456aea39f8662ca778258e9c6a14f26fec5ec1">armnn::Compute::CpuAcc</a>, <span class="stringliteral">"EnqueueWorkload"</span>, TestInstrument())</div><div class="line"><a name="l00293"></a><span class="lineno"> 293</span>  <a class="code" href="_profiling_8hpp.xhtml#a1a638e817a4bf185cd95dc61f8cca62c">ARMNN_SCOPED_PROFILING_EVENT_WITH_INSTRUMENTS</a>(<a class="code" href="namespacearmnn.xhtml#ae2f04a162585c0a5222a537efd5456aea39f8662ca778258e9c6a14f26fec5ec1">armnn::Compute::CpuAcc</a>, <span class="stringliteral">"Level 0"</span>, TestInstrument())</div><div class="line"><a name="l00294"></a><span class="lineno"> 294</span>  {</div><div class="line"><a name="l00295"></a><span class="lineno"> 295</span>  {</div><div class="line"><a name="l00296"></a><span class="lineno"> 296</span>  <a class="code" href="_profiling_8hpp.xhtml#a1a638e817a4bf185cd95dc61f8cca62c">ARMNN_SCOPED_PROFILING_EVENT_WITH_INSTRUMENTS</a>(<a class="code" href="namespacearmnn.xhtml#ae2f04a162585c0a5222a537efd5456aea39f8662ca778258e9c6a14f26fec5ec1">armnn::Compute::CpuAcc</a>, <span class="stringliteral">"Level 1A"</span>, TestInstrument())</div><div class="line"><a name="l00297"></a><span class="lineno"> 297</span>  }</div><div class="line"><a name="l00298"></a><span class="lineno"> 298</span> </div><div class="line"><a name="l00299"></a><span class="lineno"> 299</span>  {</div><div class="line"><a name="l00300"></a><span class="lineno"> 300</span>  <a class="code" href="_profiling_8hpp.xhtml#a1a638e817a4bf185cd95dc61f8cca62c">ARMNN_SCOPED_PROFILING_EVENT_WITH_INSTRUMENTS</a>(<a class="code" href="namespacearmnn.xhtml#ae2f04a162585c0a5222a537efd5456aea39f8662ca778258e9c6a14f26fec5ec1">armnn::Compute::CpuAcc</a>, <span class="stringliteral">"Level 1B"</span>, TestInstrument())</div><div class="line"><a name="l00301"></a><span class="lineno"> 301</span> </div><div class="line"><a name="l00302"></a><span class="lineno"> 302</span>  {</div><div class="line"><a name="l00303"></a><span class="lineno"> 303</span>  <a class="code" href="_profiling_8hpp.xhtml#a1a638e817a4bf185cd95dc61f8cca62c">ARMNN_SCOPED_PROFILING_EVENT_WITH_INSTRUMENTS</a>(<a class="code" href="namespacearmnn.xhtml#ae2f04a162585c0a5222a537efd5456aea39f8662ca778258e9c6a14f26fec5ec1">armnn::Compute::CpuAcc</a>, <span class="stringliteral">"Level 2A"</span>, TestInstrument())</div><div class="line"><a name="l00304"></a><span class="lineno"> 304</span>  }</div><div class="line"><a name="l00305"></a><span class="lineno"> 305</span>  }</div><div class="line"><a name="l00306"></a><span class="lineno"> 306</span>  }</div><div class="line"><a name="l00307"></a><span class="lineno"> 307</span>  }</div><div class="line"><a name="l00308"></a><span class="lineno"> 308</span> </div><div class="line"><a name="l00309"></a><span class="lineno"> 309</span>  std::stringbuf buffer;</div><div class="line"><a name="l00310"></a><span class="lineno"> 310</span>  std::ostream json(&buffer);</div><div class="line"><a name="l00311"></a><span class="lineno"> 311</span>  profiler->Print(json);</div><div class="line"><a name="l00312"></a><span class="lineno"> 312</span> </div><div class="line"><a name="l00313"></a><span class="lineno"> 313</span>  std::string output = buffer.str();</div><div class="line"><a name="l00314"></a><span class="lineno"> 314</span>  <a class="code" href="namespacearmnn.xhtml#a44affeeb090c3c6a3062830562672e84">armnn::IgnoreUnused</a>(output);</div><div class="line"><a name="l00315"></a><span class="lineno"> 315</span> </div><div class="line"><a name="l00316"></a><span class="lineno"> 316</span>  <span class="comment">// Disable profiling here to not print out anything on stdout.</span></div><div class="line"><a name="l00317"></a><span class="lineno"> 317</span>  profiler->EnableProfiling(<span class="keyword">false</span>);</div><div class="line"><a name="l00318"></a><span class="lineno"> 318</span> </div><div class="line"><a name="l00319"></a><span class="lineno"> 319</span>  <span class="comment">// blessed output validated by a human eyeballing the output to make sure it's ok and then copying it here.</span></div><div class="line"><a name="l00320"></a><span class="lineno"> 320</span>  <span class="comment">// validation also included running the blessed output through an online json validation site</span></div><div class="line"><a name="l00321"></a><span class="lineno"> 321</span>  std::string blessedOutput(<span class="stringliteral">"{\n\t\"ArmNN\": {\n\t\t\"inference_measurements_#1\": {\n\t\t\t\"type\": \""</span></div><div class="line"><a name="l00322"></a><span class="lineno"> 322</span>  <span class="stringliteral">"Event\",\n\t\t\t\"Measurement1_#1\": {\n\t\t\t\t\"type\": \""</span></div><div class="line"><a name="l00323"></a><span class="lineno"> 323</span>  <span class="stringliteral">"Measurement\",\n\t\t\t\t\"raw\": [\n\t\t\t\t\t1.000000\n\t\t\t\t],\n\t\t\t\t\""</span></div><div class="line"><a name="l00324"></a><span class="lineno"> 324</span>  <span class="stringliteral">"unit\": \"ms\"\n\t\t\t},\n\t\t\t\"Measurement2_#1\": {\n\t\t\t\t\"type\": \""</span></div><div class="line"><a name="l00325"></a><span class="lineno"> 325</span>  <span class="stringliteral">"Measurement\",\n\t\t\t\t\"raw\": [\n\t\t\t\t\t2.000000\n\t\t\t\t],\n\t\t\t\t\""</span></div><div class="line"><a name="l00326"></a><span class="lineno"> 326</span>  <span class="stringliteral">"unit\": \"us\"\n\t\t\t},\n\t\t\t\"Level 0_#2\": {\n\t\t\t\t\"type\": \""</span></div><div class="line"><a name="l00327"></a><span class="lineno"> 327</span>  <span class="stringliteral">"Event\",\n\t\t\t\t\"Measurement1_#2\": {\n\t\t\t\t\t\"type\": \""</span></div><div class="line"><a name="l00328"></a><span class="lineno"> 328</span>  <span class="stringliteral">"Measurement\",\n\t\t\t\t\t\"raw\": [\n\t\t\t\t\t\t1.000000\n\t\t\t\t\t],\n\t\t\t\t\t\""</span></div><div class="line"><a name="l00329"></a><span class="lineno"> 329</span>  <span class="stringliteral">"unit\": \"ms\"\n\t\t\t\t},\n\t\t\t\t\"Measurement2_#2\": {\n\t\t\t\t\t\"type\": \""</span></div><div class="line"><a name="l00330"></a><span class="lineno"> 330</span>  <span class="stringliteral">"Measurement\",\n\t\t\t\t\t\"raw\": [\n\t\t\t\t\t\t2.000000\n\t\t\t\t\t],\n\t\t\t\t\t\""</span></div><div class="line"><a name="l00331"></a><span class="lineno"> 331</span>  <span class="stringliteral">"unit\": \"us\"\n\t\t\t\t},\n\t\t\t\t\"Level 1A_#3\": {\n\t\t\t\t\t\"type\": \""</span></div><div class="line"><a name="l00332"></a><span class="lineno"> 332</span>  <span class="stringliteral">"Event\",\n\t\t\t\t\t\"Measurement1_#3\": {\n\t\t\t\t\t\t\"type\": \""</span></div><div class="line"><a name="l00333"></a><span class="lineno"> 333</span>  <span class="stringliteral">"Measurement\",\n\t\t\t\t\t\t\"raw\": [\n\t\t\t\t\t\t\t"</span></div><div class="line"><a name="l00334"></a><span class="lineno"> 334</span>  <span class="stringliteral">"1.000000\n\t\t\t\t\t\t],\n\t\t\t\t\t\t\""</span></div><div class="line"><a name="l00335"></a><span class="lineno"> 335</span>  <span class="stringliteral">"unit\": \"ms\"\n\t\t\t\t\t},\n\t\t\t\t\t\"Measurement2_#3\": {\n\t\t\t\t\t\t\"type\": \""</span></div><div class="line"><a name="l00336"></a><span class="lineno"> 336</span>  <span class="stringliteral">"Measurement\",\n\t\t\t\t\t\t\"raw\": [\n\t\t\t\t\t\t\t"</span></div><div class="line"><a name="l00337"></a><span class="lineno"> 337</span>  <span class="stringliteral">"2.000000\n\t\t\t\t\t\t],\n\t\t\t\t\t\t\""</span></div><div class="line"><a name="l00338"></a><span class="lineno"> 338</span>  <span class="stringliteral">"unit\": \"us\"\n\t\t\t\t\t}\n\t\t\t\t},\n\t\t\t\t\"Level 1B_#4\": {\n\t\t\t\t\t\""</span></div><div class="line"><a name="l00339"></a><span class="lineno"> 339</span>  <span class="stringliteral">"type\": \"Event\",\n\t\t\t\t\t\"Measurement1_#4\": {\n\t\t\t\t\t\t\"type\": \""</span></div><div class="line"><a name="l00340"></a><span class="lineno"> 340</span>  <span class="stringliteral">"Measurement\",\n\t\t\t\t\t\t\"raw\": [\n\t\t\t\t\t\t\t"</span></div><div class="line"><a name="l00341"></a><span class="lineno"> 341</span>  <span class="stringliteral">"1.000000\n\t\t\t\t\t\t],\n\t\t\t\t\t\t\""</span></div><div class="line"><a name="l00342"></a><span class="lineno"> 342</span>  <span class="stringliteral">"unit\": \"ms\"\n\t\t\t\t\t},\n\t\t\t\t\t\"Measurement2_#4\": {\n\t\t\t\t\t\t\""</span></div><div class="line"><a name="l00343"></a><span class="lineno"> 343</span>  <span class="stringliteral">"type\": \"Measurement\",\n\t\t\t\t\t\t\"raw\": [\n\t\t\t\t\t\t\t"</span></div><div class="line"><a name="l00344"></a><span class="lineno"> 344</span>  <span class="stringliteral">"2.000000\n\t\t\t\t\t\t],\n\t\t\t\t\t\t\""</span></div><div class="line"><a name="l00345"></a><span class="lineno"> 345</span>  <span class="stringliteral">"unit\": \"us\"\n\t\t\t\t\t},\n\t\t\t\t\t\"Level 2A_#5\": {\n\t\t\t\t\t\t\""</span></div><div class="line"><a name="l00346"></a><span class="lineno"> 346</span>  <span class="stringliteral">"type\": \"Event\",\n\t\t\t\t\t\t\"Measurement1_#5\": {\n\t\t\t\t\t\t\t\"type\": \""</span></div><div class="line"><a name="l00347"></a><span class="lineno"> 347</span>  <span class="stringliteral">"Measurement\",\n\t\t\t\t\t\t\t\"raw\": [\n\t\t\t\t\t\t\t\t"</span></div><div class="line"><a name="l00348"></a><span class="lineno"> 348</span>  <span class="stringliteral">"1.000000\n\t\t\t\t\t\t\t],\n\t\t\t\t\t\t\t\""</span></div><div class="line"><a name="l00349"></a><span class="lineno"> 349</span>  <span class="stringliteral">"unit\": \"ms\"\n\t\t\t\t\t\t},\n\t\t\t\t\t\t\"Measurement2_#5\": {\n\t\t\t\t\t\t\t\""</span></div><div class="line"><a name="l00350"></a><span class="lineno"> 350</span>  <span class="stringliteral">"type\": \"Measurement\",\n\t\t\t\t\t\t\t\"raw\": [\n\t\t\t\t\t\t\t\t"</span></div><div class="line"><a name="l00351"></a><span class="lineno"> 351</span>  <span class="stringliteral">"2.000000\n\t\t\t\t\t\t\t],\n\t\t\t\t\t\t\t\""</span></div><div class="line"><a name="l00352"></a><span class="lineno"> 352</span>  <span class="stringliteral">"unit\": \"us\"\n\t\t\t\t\t\t}\n\t\t\t\t\t}\n\t\t\t\t}\n\t\t\t}\n\t\t}\n\t}\n}\n"</span>);</div><div class="line"><a name="l00353"></a><span class="lineno"> 353</span> </div><div class="line"><a name="l00354"></a><span class="lineno"> 354</span>  BOOST_CHECK(output == blessedOutput);</div><div class="line"><a name="l00355"></a><span class="lineno"> 355</span>  <a class="code" href="classarmnn_1_1_profiler_manager.xhtml#a93857080c2523bf3395e7aa7e6024d5c">armnn::ProfilerManager::GetInstance</a>().<a class="code" href="classarmnn_1_1_profiler_manager.xhtml#a7b1e3e5bf386004541be2b5b22443208">RegisterProfiler</a>(<span class="keyword">nullptr</span>);</div><div class="line"><a name="l00356"></a><span class="lineno"> 356</span> }</div><div class="line"><a name="l00357"></a><span class="lineno"> 357</span> </div><div class="line"><a name="l00358"></a><span class="lineno"> 358</span> <a class="code" href="_profiler_tests_8cpp.xhtml#af7f71af5c6c124222dd1c42c5df892f4">BOOST_AUTO_TEST_SUITE_END</a>();</div><div class="ttc" id="_output_shape_of_squeeze_8cpp_xhtml_ae3a6cb217a792718f2bd0e8f45e3ca9e"><div class="ttname"><a href="_output_shape_of_squeeze_8cpp.xhtml#ae3a6cb217a792718f2bd0e8f45e3ca9e">BOOST_AUTO_TEST_SUITE</a></div><div class="ttdeci">BOOST_AUTO_TEST_SUITE(TensorflowLiteParser)</div></div>
<div class="ttc" id="_ignore_unused_8hpp_xhtml"><div class="ttname"><a href="_ignore_unused_8hpp.xhtml">IgnoreUnused.hpp</a></div></div>
<div class="ttc" id="classarmnn_1_1_i_runtime_xhtml_ad44ecd3700748dc30dc4bbe34ba5bde7"><div class="ttname"><a href="classarmnn_1_1_i_runtime.xhtml#ad44ecd3700748dc30dc4bbe34ba5bde7">armnn::IRuntime::Create</a></div><div class="ttdeci">static IRuntimePtr Create(const CreationOptions &options)</div><div class="ttdef"><b>Definition:</b> <a href="_runtime_8cpp_source.xhtml#l00037">Runtime.cpp:37</a></div></div>
<div class="ttc" id="namespacearmnn_xhtml_ae2f04a162585c0a5222a537efd5456aea83c2c4e9b658ccafbcbe6309c5d84c64"><div class="ttname"><a href="namespacearmnn.xhtml#ae2f04a162585c0a5222a537efd5456aea83c2c4e9b658ccafbcbe6309c5d84c64">armnn::Compute::CpuRef</a></div><div class="ttdoc">CPU Execution: Reference C++ kernels. </div></div>
<div class="ttc" id="classarmnn_1_1_profiler_manager_xhtml_a93857080c2523bf3395e7aa7e6024d5c"><div class="ttname"><a href="classarmnn_1_1_profiler_manager.xhtml#a93857080c2523bf3395e7aa7e6024d5c">armnn::ProfilerManager::GetInstance</a></div><div class="ttdeci">static ProfilerManager & GetInstance()</div><div class="ttdef"><b>Definition:</b> <a href="_profiling_8cpp_source.xhtml#l00489">Profiling.cpp:489</a></div></div>
<div class="ttc" id="namespacearmnn_xhtml_a150468a02bd7b2d2d061c4aaaee939f0"><div class="ttname"><a href="namespacearmnn.xhtml#a150468a02bd7b2d2d061c4aaaee939f0">armnn::IRuntimePtr</a></div><div class="ttdeci">std::unique_ptr< IRuntime, void(*)(IRuntime *runtime)> IRuntimePtr</div><div class="ttdef"><b>Definition:</b> <a href="_i_runtime_8hpp_source.xhtml#l00026">IRuntime.hpp:26</a></div></div>
<div class="ttc" id="_i_runtime_8hpp_xhtml"><div class="ttname"><a href="_i_runtime_8hpp.xhtml">IRuntime.hpp</a></div></div>
<div class="ttc" id="classarmnn_1_1_wall_clock_timer_xhtml"><div class="ttname"><a href="classarmnn_1_1_wall_clock_timer.xhtml">armnn::WallClockTimer</a></div><div class="ttdef"><b>Definition:</b> <a href="_wall_clock_timer_8hpp_source.xhtml#l00038">WallClockTimer.hpp:38</a></div></div>
<div class="ttc" id="structarmnn_1_1_measurement_xhtml"><div class="ttname"><a href="structarmnn_1_1_measurement.xhtml">armnn::Measurement</a></div><div class="ttdef"><b>Definition:</b> <a href="_instrument_8hpp_source.xhtml#l00014">Instrument.hpp:14</a></div></div>
<div class="ttc" id="namespacearmnn_xhtml_a83015160d8c67d5d77735eb0d4033d9a"><div class="ttname"><a href="namespacearmnn.xhtml#a83015160d8c67d5d77735eb0d4033d9a">armnn::NetworkId</a></div><div class="ttdeci">int NetworkId</div><div class="ttdef"><b>Definition:</b> <a href="_i_runtime_8hpp_source.xhtml#l00020">IRuntime.hpp:20</a></div></div>
<div class="ttc" id="namespacearmnn_xhtml"><div class="ttname"><a href="namespacearmnn.xhtml">armnn</a></div><div class="ttdoc">Copyright (c) 2021 ARM Limited and Contributors. </div><div class="ttdef"><b>Definition:</b> <a href="01__00__software__tools_8dox_source.xhtml#l00006">01_00_software_tools.dox:6</a></div></div>
<div class="ttc" id="namespacearmnn_xhtml_a44affeeb090c3c6a3062830562672e84"><div class="ttname"><a href="namespacearmnn.xhtml#a44affeeb090c3c6a3062830562672e84">armnn::IgnoreUnused</a></div><div class="ttdeci">void IgnoreUnused(Ts &&...)</div><div class="ttdef"><b>Definition:</b> <a href="_ignore_unused_8hpp_source.xhtml#l00014">IgnoreUnused.hpp:14</a></div></div>
<div class="ttc" id="_profiling_8hpp_xhtml_a5ccc65e2c464ac05ce311fdae7ede03a"><div class="ttname"><a href="_profiling_8hpp.xhtml#a5ccc65e2c464ac05ce311fdae7ede03a">ARMNN_SCOPED_PROFILING_EVENT</a></div><div class="ttdeci">#define ARMNN_SCOPED_PROFILING_EVENT(backendId, name)</div><div class="ttdef"><b>Definition:</b> <a href="_profiling_8hpp_source.xhtml#l00173">Profiling.hpp:173</a></div></div>
<div class="ttc" id="classarmnn_1_1_profiler_manager_xhtml_a3756986bc88b9b212d3f983c70c5c129"><div class="ttname"><a href="classarmnn_1_1_profiler_manager.xhtml#a3756986bc88b9b212d3f983c70c5c129">armnn::ProfilerManager::GetProfiler</a></div><div class="ttdeci">IProfiler * GetProfiler()</div><div class="ttdef"><b>Definition:</b> <a href="_profiling_8cpp_source.xhtml#l00501">Profiling.cpp:501</a></div></div>
<div class="ttc" id="namespacearmnn_xhtml_a24283be4c70fe5e95e038bdc3bf39ff6"><div class="ttname"><a href="namespacearmnn.xhtml#a24283be4c70fe5e95e038bdc3bf39ff6">armnn::GetProfilerEventSequenceSize</a></div><div class="ttdeci">size_t GetProfilerEventSequenceSize(armnn::IProfiler *profiler)</div><div class="ttdef"><b>Definition:</b> <a href="_profiler_tests_8cpp_source.xhtml#l00022">ProfilerTests.cpp:22</a></div></div>
<div class="ttc" id="_types_utils_8hpp_xhtml"><div class="ttname"><a href="_types_utils_8hpp.xhtml">TypesUtils.hpp</a></div></div>
<div class="ttc" id="_profiling_8hpp_xhtml_a1a638e817a4bf185cd95dc61f8cca62c"><div class="ttname"><a href="_profiling_8hpp.xhtml#a1a638e817a4bf185cd95dc61f8cca62c">ARMNN_SCOPED_PROFILING_EVENT_WITH_INSTRUMENTS</a></div><div class="ttdeci">#define ARMNN_SCOPED_PROFILING_EVENT_WITH_INSTRUMENTS(backendId,...)</div><div class="ttdef"><b>Definition:</b> <a href="_profiling_8hpp_source.xhtml#l00170">Profiling.hpp:170</a></div></div>
<div class="ttc" id="namespacearmnn_xhtml_a82e98ef05fd67036d1195ba17174d685"><div class="ttname"><a href="namespacearmnn.xhtml#a82e98ef05fd67036d1195ba17174d685">armnn::Optimize</a></div><div class="ttdeci">IOptimizedNetworkPtr Optimize(const INetwork &network, const std::vector< BackendId > &backendPreferences, const IDeviceSpec &deviceSpec, const OptimizerOptions &options=OptimizerOptions(), Optional< std::vector< std::string > &> messages=EmptyOptional())</div><div class="ttdoc">Create an optimized version of the network. </div><div class="ttdef"><b>Definition:</b> <a href="_network_8cpp_source.xhtml#l01502">Network.cpp:1502</a></div></div>
<div class="ttc" id="classarmnn_1_1_profiler_manager_xhtml"><div class="ttname"><a href="classarmnn_1_1_profiler_manager.xhtml">armnn::ProfilerManager</a></div><div class="ttdef"><b>Definition:</b> <a href="_profiling_8hpp_source.xhtml#l00091">Profiling.hpp:91</a></div></div>
<div class="ttc" id="classarmnn_1_1_scoped_profiling_event_xhtml"><div class="ttname"><a href="classarmnn_1_1_scoped_profiling_event.xhtml">armnn::ScopedProfilingEvent</a></div><div class="ttdef"><b>Definition:</b> <a href="_profiling_8hpp_source.xhtml#l00110">Profiling.hpp:110</a></div></div>
<div class="ttc" id="namespacearmnn_xhtml_a10d15f3df1ab52b3b915a4be1dbf386b"><div class="ttname"><a href="namespacearmnn.xhtml#a10d15f3df1ab52b3b915a4be1dbf386b">armnn::BOOST_AUTO_TEST_CASE</a></div><div class="ttdeci">BOOST_AUTO_TEST_CASE(CheckConvolution2dLayer)</div><div class="ttdef"><b>Definition:</b> <a href="_const_tensor_layer_visitor_8cpp_source.xhtml#l00268">ConstTensorLayerVisitor.cpp:268</a></div></div>
<div class="ttc" id="classarmnn_1_1_i_profiler_xhtml"><div class="ttname"><a href="classarmnn_1_1_i_profiler.xhtml">armnn::IProfiler</a></div><div class="ttdef"><b>Definition:</b> <a href="_i_profiler_8hpp_source.xhtml#l00019">IProfiler.hpp:19</a></div></div>
<div class="ttc" id="structarmnn_1_1_i_runtime_1_1_creation_options_xhtml"><div class="ttname"><a href="structarmnn_1_1_i_runtime_1_1_creation_options.xhtml">armnn::IRuntime::CreationOptions</a></div><div class="ttdef"><b>Definition:</b> <a href="_i_runtime_8hpp_source.xhtml#l00043">IRuntime.hpp:43</a></div></div>
<div class="ttc" id="_profiler_tests_8cpp_xhtml_af7f71af5c6c124222dd1c42c5df892f4"><div class="ttname"><a href="_profiler_tests_8cpp.xhtml#af7f71af5c6c124222dd1c42c5df892f4">BOOST_AUTO_TEST_SUITE_END</a></div><div class="ttdeci">BOOST_AUTO_TEST_SUITE_END()</div></div>
<div class="ttc" id="classarmnn_1_1_profiler_manager_xhtml_a7b1e3e5bf386004541be2b5b22443208"><div class="ttname"><a href="classarmnn_1_1_profiler_manager.xhtml#a7b1e3e5bf386004541be2b5b22443208">armnn::ProfilerManager::RegisterProfiler</a></div><div class="ttdeci">void RegisterProfiler(IProfiler *profiler)</div><div class="ttdef"><b>Definition:</b> <a href="_profiling_8cpp_source.xhtml#l00496">Profiling.cpp:496</a></div></div>
<div class="ttc" id="namespacearmnn_xhtml_ae2f04a162585c0a5222a537efd5456aea39f8662ca778258e9c6a14f26fec5ec1"><div class="ttname"><a href="namespacearmnn.xhtml#ae2f04a162585c0a5222a537efd5456aea39f8662ca778258e9c6a14f26fec5ec1">armnn::Compute::CpuAcc</a></div><div class="ttdoc">CPU Execution: NEON: ArmCompute. </div></div>
<div class="ttc" id="namespacearmnn_xhtml_ace74f6f9feb95a964a49d79458232703"><div class="ttname"><a href="namespacearmnn.xhtml#ace74f6f9feb95a964a49d79458232703">armnn::INetworkPtr</a></div><div class="ttdeci">std::unique_ptr< INetwork, void(*)(INetwork *network)> INetworkPtr</div><div class="ttdef"><b>Definition:</b> <a href="_i_network_8hpp_source.xhtml#l00173">INetwork.hpp:173</a></div></div>
<div class="ttc" id="_profiling_8hpp_xhtml"><div class="ttname"><a href="_profiling_8hpp.xhtml">Profiling.hpp</a></div></div>
<div class="ttc" id="classarmnn_1_1_i_network_xhtml_a464f0ff87b1aabf71febaa71321dd40b"><div class="ttname"><a href="classarmnn_1_1_i_network.xhtml#a464f0ff87b1aabf71febaa71321dd40b">armnn::INetwork::Create</a></div><div class="ttdeci">static INetworkPtr Create(NetworkOptions networkOptions={})</div><div class="ttdef"><b>Definition:</b> <a href="_network_8cpp_source.xhtml#l00510">Network.cpp:510</a></div></div>
<div class="ttc" id="classarmnn_1_1_instrument_xhtml"><div class="ttname"><a href="classarmnn_1_1_instrument.xhtml">armnn::Instrument</a></div><div class="ttdef"><b>Definition:</b> <a href="_instrument_8hpp_source.xhtml#l00051">Instrument.hpp:51</a></div></div>
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