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| <a href="_profiling_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> <span class="preprocessor">#include "<a class="code" href="_profiling_8hpp.xhtml">Profiling.hpp</a>"</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="preprocessor">#include <<a class="code" href="_backend_id_8hpp.xhtml">armnn/BackendId.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 "<a class="code" href="_json_printer_8hpp.xhtml">JsonPrinter.hpp</a>"</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="preprocessor">#if ARMNN_STREAMLINE_ENABLED</span></div><div class="line"><a name="l00013"></a><span class="lineno"> 13</span> <span class="preprocessor">#include <streamline_annotate.h></span></div><div class="line"><a name="l00014"></a><span class="lineno"> 14</span> <span class="preprocessor">#endif</span></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="preprocessor">#include <algorithm></span></div><div class="line"><a name="l00017"></a><span class="lineno"> 17</span> <span class="preprocessor">#include <iomanip></span></div><div class="line"><a name="l00018"></a><span class="lineno"> 18</span> <span class="preprocessor">#include <iostream></span></div><div class="line"><a name="l00019"></a><span class="lineno"> 19</span> <span class="preprocessor">#include <fstream></span></div><div class="line"><a name="l00020"></a><span class="lineno"> 20</span> <span class="preprocessor">#include <map></span></div><div class="line"><a name="l00021"></a><span class="lineno"> 21</span> <span class="preprocessor">#include <stack></span></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> <span class="preprocessor">#include <boost/algorithm/string.hpp></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="keyword">namespace </span><a class="code" href="namespacearmnn.xhtml">armnn</a></div><div class="line"><a name="l00026"></a><span class="lineno"> 26</span> {</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> <span class="comment">// Controls the amount of memory initially allocated to store profiling events.</span></div><div class="line"><a name="l00029"></a><span class="lineno"> 29</span> <span class="comment">// If chosen carefully, the profiling system will not make any additional allocations, thus minimizing its impact on</span></div><div class="line"><a name="l00030"></a><span class="lineno"> 30</span> <span class="comment">// measured times.</span></div><div class="line"><a name="l00031"></a><span class="lineno"><a class="line" href="namespacearmnn.xhtml#a43ecd194778b7653578044060ba8695e"> 31</a></span> constexpr std::size_t <a class="code" href="namespacearmnn.xhtml#a43ecd194778b7653578044060ba8695e">g_ProfilingEventCountHint</a> = 1024;</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="comment">// Whether profiling reports should include the sequence of events together with their timings.</span></div><div class="line"><a name="l00034"></a><span class="lineno"><a class="line" href="namespacearmnn.xhtml#a41794552ff67b0dad16de60f9b8e7d7c"> 34</a></span> constexpr <span class="keywordtype">bool</span> <a class="code" href="namespacearmnn.xhtml#a41794552ff67b0dad16de60f9b8e7d7c">g_WriteProfilingEventSequence</a> = <span class="keyword">true</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="comment">// Whether profiling reports should also report detailed information on events grouped by inference.</span></div><div class="line"><a name="l00037"></a><span class="lineno"> 37</span> <span class="comment">// This can spam the output stream, so use carefully (or adapt the code to just output information</span></div><div class="line"><a name="l00038"></a><span class="lineno"> 38</span> <span class="comment">// of interest).</span></div><div class="line"><a name="l00039"></a><span class="lineno"><a class="line" href="namespacearmnn.xhtml#aacc0d11e271ebbfcff9d613dd17604aa"> 39</a></span> constexpr <span class="keywordtype">bool</span> <a class="code" href="namespacearmnn.xhtml#aacc0d11e271ebbfcff9d613dd17604aa">g_AggregateProfilingEventsByInference</a> = <span class="keyword">true</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">// Whether a call to Profiler::AnalyzeEventsAndWriteResults() will be made when the Profiler is destroyed.</span></div><div class="line"><a name="l00042"></a><span class="lineno"> 42</span> <span class="comment">// It can be convenient for local tests.</span></div><div class="line"><a name="l00043"></a><span class="lineno"><a class="line" href="namespacearmnn.xhtml#a6ce7e56eb10e440463f09eee8f213adc"> 43</a></span> constexpr <span class="keywordtype">bool</span> <a class="code" href="namespacearmnn.xhtml#a6ce7e56eb10e440463f09eee8f213adc">g_WriteReportToStdOutOnProfilerDestruction</a> = <span class="keyword">false</span>;</div><div class="line"><a name="l00044"></a><span class="lineno"> 44</span> </div><div class="line"><a name="l00045"></a><span class="lineno"><a class="line" href="namespacearmnn.xhtml#a12d3ffe11b54c0aaa59bdd8415701c36"> 45</a></span> <a class="code" href="structarmnn_1_1_measurement.xhtml">Measurement</a> <a class="code" href="namespacearmnn.xhtml#a12d3ffe11b54c0aaa59bdd8415701c36">FindMeasurement</a>(<span class="keyword">const</span> std::string& name, <span class="keyword">const</span> <a class="code" href="classarmnn_1_1_event.xhtml">Event</a>* event)</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> </div><div class="line"><a name="l00048"></a><span class="lineno"> 48</span>  BOOST_ASSERT(event != <span class="keyword">nullptr</span>);</div><div class="line"><a name="l00049"></a><span class="lineno"> 49</span> </div><div class="line"><a name="l00050"></a><span class="lineno"> 50</span>  <span class="comment">// Search though the measurements.</span></div><div class="line"><a name="l00051"></a><span class="lineno"> 51</span>  <span class="keywordflow">for</span> (<span class="keyword">const</span> <span class="keyword">auto</span>& measurement : event-><a class="code" href="classarmnn_1_1_event.xhtml#aa75e3a38ab9fee7b2ad5522e746ad0af">GetMeasurements</a>())</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">if</span> (measurement.m_Name == name)</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="comment">// Measurement found.</span></div><div class="line"><a name="l00056"></a><span class="lineno"> 56</span>  <span class="keywordflow">return</span> measurement;</div><div class="line"><a name="l00057"></a><span class="lineno"> 57</span>  }</div><div class="line"><a name="l00058"></a><span class="lineno"> 58</span>  }</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>  <span class="comment">// Measurement not found.</span></div><div class="line"><a name="l00061"></a><span class="lineno"> 61</span>  <span class="keywordflow">return</span> <a class="code" href="structarmnn_1_1_measurement.xhtml">Measurement</a>{ <span class="stringliteral">""</span>, 0.f, Measurement::Unit::TIME_MS };</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> </div><div class="line"><a name="l00064"></a><span class="lineno"><a class="line" href="namespacearmnn.xhtml#a1b90db39f6a9ebd11591e76fa364b06f"> 64</a></span> std::vector<Measurement> <a class="code" href="namespacearmnn.xhtml#a1b90db39f6a9ebd11591e76fa364b06f">FindKernelMeasurements</a>(<span class="keyword">const</span> <a class="code" href="classarmnn_1_1_event.xhtml">Event</a>* event)</div><div class="line"><a name="l00065"></a><span class="lineno"> 65</span> {</div><div class="line"><a name="l00066"></a><span class="lineno"> 66</span>  BOOST_ASSERT(event != <span class="keyword">nullptr</span>);</div><div class="line"><a name="l00067"></a><span class="lineno"> 67</span> </div><div class="line"><a name="l00068"></a><span class="lineno"> 68</span>  std::vector<Measurement> measurements;</div><div class="line"><a name="l00069"></a><span class="lineno"> 69</span> </div><div class="line"><a name="l00070"></a><span class="lineno"> 70</span>  <span class="comment">// Search through the measurements.</span></div><div class="line"><a name="l00071"></a><span class="lineno"> 71</span>  <span class="keywordflow">for</span> (<span class="keyword">const</span> <span class="keyword">auto</span>& measurement : event-><a class="code" href="classarmnn_1_1_event.xhtml#aa75e3a38ab9fee7b2ad5522e746ad0af">GetMeasurements</a>())</div><div class="line"><a name="l00072"></a><span class="lineno"> 72</span>  {</div><div class="line"><a name="l00073"></a><span class="lineno"> 73</span>  <span class="keywordflow">if</span> (measurement.m_Name.rfind(<span class="stringliteral">"OpenClKernelTimer"</span>, 0) == 0</div><div class="line"><a name="l00074"></a><span class="lineno"> 74</span>  || measurement.m_Name.rfind(<span class="stringliteral">"NeonKernelTimer"</span>, 0) == 0)</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">// Measurement found.</span></div><div class="line"><a name="l00077"></a><span class="lineno"> 77</span>  measurements.push_back(measurement);</div><div class="line"><a name="l00078"></a><span class="lineno"> 78</span>  }</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> </div><div class="line"><a name="l00081"></a><span class="lineno"> 81</span>  <span class="keywordflow">return</span> measurements;</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> </div><div class="line"><a name="l00084"></a><span class="lineno"> 84</span> std::map<std::string, Profiler::ProfilingEventStats> Profiler::CalculateProfilingEventStats()<span class="keyword"> const</span></div><div class="line"><a name="l00085"></a><span class="lineno"> 85</span> <span class="keyword"></span>{</div><div class="line"><a name="l00086"></a><span class="lineno"> 86</span>  std::map<std::string, ProfilingEventStats> nameToStatsMap;</div><div class="line"><a name="l00087"></a><span class="lineno"> 87</span> </div><div class="line"><a name="l00088"></a><span class="lineno"> 88</span>  <span class="keywordflow">for</span> (<span class="keyword">const</span> <span class="keyword">auto</span>& event : m_EventSequence)</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>  <a class="code" href="structarmnn_1_1_measurement.xhtml">Measurement</a> measurement = <a class="code" href="namespacearmnn.xhtml#a12d3ffe11b54c0aaa59bdd8415701c36">FindMeasurement</a>(<a class="code" href="classarmnn_1_1_wall_clock_timer.xhtml#aece42eedfcac1aa046e0dff4763b300a">WallClockTimer::WALL_CLOCK_TIME</a>, event.get());</div><div class="line"><a name="l00091"></a><span class="lineno"> 91</span> </div><div class="line"><a name="l00092"></a><span class="lineno"> 92</span>  <span class="keywordtype">double</span> durationMs = measurement.<a class="code" href="structarmnn_1_1_measurement.xhtml#ac2b559d9ddbdc9bf665c30eece9f426e">m_Value</a>;</div><div class="line"><a name="l00093"></a><span class="lineno"> 93</span>  <span class="keyword">auto</span> it = nameToStatsMap.find(event->GetName());</div><div class="line"><a name="l00094"></a><span class="lineno"> 94</span>  <span class="keywordflow">if</span> (it != nameToStatsMap.end())</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>  ProfilingEventStats& stats = it->second;</div><div class="line"><a name="l00097"></a><span class="lineno"> 97</span>  stats.m_TotalMs += durationMs;</div><div class="line"><a name="l00098"></a><span class="lineno"> 98</span>  stats.m_MinMs = std::min(stats.m_MinMs, durationMs);</div><div class="line"><a name="l00099"></a><span class="lineno"> 99</span>  stats.m_MaxMs = std::max(stats.m_MaxMs, durationMs);</div><div class="line"><a name="l00100"></a><span class="lineno"> 100</span>  ++stats.m_Count;</div><div class="line"><a name="l00101"></a><span class="lineno"> 101</span>  }</div><div class="line"><a name="l00102"></a><span class="lineno"> 102</span>  <span class="keywordflow">else</span></div><div class="line"><a name="l00103"></a><span class="lineno"> 103</span>  {</div><div class="line"><a name="l00104"></a><span class="lineno"> 104</span>  nameToStatsMap.emplace(event->GetName(), ProfilingEventStats{ durationMs, durationMs, durationMs, 1 });</div><div class="line"><a name="l00105"></a><span class="lineno"> 105</span>  }</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> </div><div class="line"><a name="l00108"></a><span class="lineno"> 108</span>  <span class="keywordflow">return</span> nameToStatsMap;</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="namespacearmnn.xhtml#ab03dcfb3b4019d8f58a67c41681951ae"> 111</a></span> <span class="keyword">const</span> <a class="code" href="classarmnn_1_1_event.xhtml">Event</a>* <a class="code" href="namespacearmnn.xhtml#ab03dcfb3b4019d8f58a67c41681951ae">GetEventPtr</a>(<span class="keyword">const</span> <a class="code" href="classarmnn_1_1_event.xhtml">Event</a>* ptr) { <span class="keywordflow">return</span> ptr;}</div><div class="line"><a name="l00112"></a><span class="lineno"><a class="line" href="namespacearmnn.xhtml#a4b1e2158af2aedd3f00d2121c45b0f93"> 112</a></span> <span class="keyword">const</span> <a class="code" href="classarmnn_1_1_event.xhtml">Event</a>* <a class="code" href="namespacearmnn.xhtml#ab03dcfb3b4019d8f58a67c41681951ae">GetEventPtr</a>(<span class="keyword">const</span> std::unique_ptr<Event>& ptr) {<span class="keywordflow">return</span> ptr.get(); }</div><div class="line"><a name="l00113"></a><span class="lineno"> 113</span> </div><div class="line"><a name="l00114"></a><span class="lineno"> 114</span> <span class="keyword">template</span><<span class="keyword">typename</span> ItertType></div><div class="line"><a name="l00115"></a><span class="lineno"><a class="line" href="classarmnn_1_1_profiler.xhtml#a949493a67655a79249dffa9bac9a5d0b"> 115</a></span> <span class="keywordtype">void</span> Profiler::AnalyzeEventSequenceAndWriteResults(ItertType first, ItertType last, std::ostream& outStream)<span class="keyword"> const</span></div><div class="line"><a name="l00116"></a><span class="lineno"> 116</span> <span class="keyword"></span>{</div><div class="line"><a name="l00117"></a><span class="lineno"> 117</span>  <span class="comment">// Outputs event sequence, if needed.</span></div><div class="line"><a name="l00118"></a><span class="lineno"> 118</span>  <span class="keywordflow">if</span> (g_WriteProfilingEventSequence)</div><div class="line"><a name="l00119"></a><span class="lineno"> 119</span>  {</div><div class="line"><a name="l00120"></a><span class="lineno"> 120</span>  <span class="comment">// Makes sure timestamps are output with 6 decimals, and save old settings.</span></div><div class="line"><a name="l00121"></a><span class="lineno"> 121</span>  std::streamsize oldPrecision = outStream.precision();</div><div class="line"><a name="l00122"></a><span class="lineno"> 122</span>  outStream.precision(6);</div><div class="line"><a name="l00123"></a><span class="lineno"> 123</span>  std::ios_base::fmtflags oldFlags = outStream.flags();</div><div class="line"><a name="l00124"></a><span class="lineno"> 124</span>  outStream.setf(std::ios::fixed);</div><div class="line"><a name="l00125"></a><span class="lineno"> 125</span>  <span class="comment">// Outputs fields.</span></div><div class="line"><a name="l00126"></a><span class="lineno"> 126</span>  outStream << <span class="stringliteral">"Event Sequence - Name | Duration (ms) | Start (ms) | Stop (ms) | Device"</span> << std::endl;</div><div class="line"><a name="l00127"></a><span class="lineno"> 127</span>  <span class="keywordflow">for</span> (<span class="keyword">auto</span> event = first; <span class="keyword">event</span> != last; ++event)</div><div class="line"><a name="l00128"></a><span class="lineno"> 128</span>  {</div><div class="line"><a name="l00129"></a><span class="lineno"> 129</span>  <span class="keyword">const</span> <a class="code" href="classarmnn_1_1_event.xhtml">Event</a>* eventPtr = <a class="code" href="namespacearmnn.xhtml#ab03dcfb3b4019d8f58a67c41681951ae">GetEventPtr</a>((*event));</div><div class="line"><a name="l00130"></a><span class="lineno"> 130</span>  <span class="keywordtype">double</span> startTimeMs = <a class="code" href="namespacearmnn.xhtml#a12d3ffe11b54c0aaa59bdd8415701c36">FindMeasurement</a>(<a class="code" href="classarmnn_1_1_wall_clock_timer.xhtml#aef02e15721d757f07f3812f09fc892d4">WallClockTimer::WALL_CLOCK_TIME_START</a>, eventPtr).<a class="code" href="structarmnn_1_1_measurement.xhtml#ac2b559d9ddbdc9bf665c30eece9f426e">m_Value</a>;</div><div class="line"><a name="l00131"></a><span class="lineno"> 131</span>  <span class="keywordtype">double</span> stopTimeMs = <a class="code" href="namespacearmnn.xhtml#a12d3ffe11b54c0aaa59bdd8415701c36">FindMeasurement</a>(<a class="code" href="classarmnn_1_1_wall_clock_timer.xhtml#abd358345fde773d79e57461c1b062703">WallClockTimer::WALL_CLOCK_TIME_STOP</a>, eventPtr).<a class="code" href="structarmnn_1_1_measurement.xhtml#ac2b559d9ddbdc9bf665c30eece9f426e">m_Value</a>;</div><div class="line"><a name="l00132"></a><span class="lineno"> 132</span> </div><div class="line"><a name="l00133"></a><span class="lineno"> 133</span>  <span class="comment">// Find the WallClock measurement if there is one.</span></div><div class="line"><a name="l00134"></a><span class="lineno"> 134</span>  <span class="keywordtype">double</span> durationMs = <a class="code" href="namespacearmnn.xhtml#a12d3ffe11b54c0aaa59bdd8415701c36">FindMeasurement</a>(<a class="code" href="classarmnn_1_1_wall_clock_timer.xhtml#aece42eedfcac1aa046e0dff4763b300a">WallClockTimer::WALL_CLOCK_TIME</a>, eventPtr).<a class="code" href="structarmnn_1_1_measurement.xhtml#ac2b559d9ddbdc9bf665c30eece9f426e">m_Value</a>;</div><div class="line"><a name="l00135"></a><span class="lineno"> 135</span>  outStream << std::setw(50) << eventPtr-><a class="code" href="classarmnn_1_1_event.xhtml#a55466a39638bb671b24a82941aa37d77">GetName</a>() << <span class="stringliteral">" "</span></div><div class="line"><a name="l00136"></a><span class="lineno"> 136</span>  << std::setw(20) << durationMs</div><div class="line"><a name="l00137"></a><span class="lineno"> 137</span>  << std::setw(20) << startTimeMs</div><div class="line"><a name="l00138"></a><span class="lineno"> 138</span>  << std::setw(20) << stopTimeMs</div><div class="line"><a name="l00139"></a><span class="lineno"> 139</span>  << std::setw(20) << eventPtr-><a class="code" href="classarmnn_1_1_event.xhtml#aa58c448afeade37f3b23f4842d46d9b5">GetBackendId</a>().<a class="code" href="classarmnn_1_1_backend_id.xhtml#af7445617163d3f07c47b92ae56c6cf8b">Get</a>()</div><div class="line"><a name="l00140"></a><span class="lineno"> 140</span>  << std::endl;</div><div class="line"><a name="l00141"></a><span class="lineno"> 141</span>  }</div><div class="line"><a name="l00142"></a><span class="lineno"> 142</span>  outStream << std::endl;</div><div class="line"><a name="l00143"></a><span class="lineno"> 143</span>  <span class="comment">// Restores previous precision settings.</span></div><div class="line"><a name="l00144"></a><span class="lineno"> 144</span>  outStream.flags(oldFlags);</div><div class="line"><a name="l00145"></a><span class="lineno"> 145</span>  outStream.precision(oldPrecision);</div><div class="line"><a name="l00146"></a><span class="lineno"> 146</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">// Aggregates results per event name.</span></div><div class="line"><a name="l00149"></a><span class="lineno"> 149</span>  std::map<std::string, ProfilingEventStats> nameToStatsMap = CalculateProfilingEventStats();</div><div class="line"><a name="l00150"></a><span class="lineno"> 150</span> </div><div class="line"><a name="l00151"></a><span class="lineno"> 151</span>  <span class="comment">// Outputs aggregated stats.</span></div><div class="line"><a name="l00152"></a><span class="lineno"> 152</span>  outStream << <span class="stringliteral">"Event Stats - Name | Avg (ms) | Min (ms) | Max (ms) | Total (ms) | Count"</span> << std::endl;</div><div class="line"><a name="l00153"></a><span class="lineno"> 153</span>  <span class="keywordflow">for</span> (<span class="keyword">const</span> <span class="keyword">auto</span>& pair : nameToStatsMap)</div><div class="line"><a name="l00154"></a><span class="lineno"> 154</span>  {</div><div class="line"><a name="l00155"></a><span class="lineno"> 155</span>  <span class="keyword">const</span> std::string& eventLabel = pair.first;</div><div class="line"><a name="l00156"></a><span class="lineno"> 156</span>  <span class="keyword">const</span> ProfilingEventStats& eventStats = pair.second;</div><div class="line"><a name="l00157"></a><span class="lineno"> 157</span>  <span class="keyword">const</span> <span class="keywordtype">double</span> avgMs = eventStats.m_TotalMs / double(eventStats.m_Count);</div><div class="line"><a name="l00158"></a><span class="lineno"> 158</span> </div><div class="line"><a name="l00159"></a><span class="lineno"> 159</span>  outStream << <span class="stringliteral">"\t"</span> << std::setw(50) << eventLabel << <span class="stringliteral">" "</span> << std::setw(9) << avgMs << <span class="stringliteral">" "</span></div><div class="line"><a name="l00160"></a><span class="lineno"> 160</span>  << std::setw(9) << eventStats.m_MinMs << <span class="stringliteral">" "</span> << std::setw(9) << eventStats.m_MaxMs << <span class="stringliteral">" "</span></div><div class="line"><a name="l00161"></a><span class="lineno"> 161</span>  << std::setw(9) << eventStats.m_TotalMs << <span class="stringliteral">" "</span> << std::setw(9) << eventStats.m_Count << std::endl;</div><div class="line"><a name="l00162"></a><span class="lineno"> 162</span>  }</div><div class="line"><a name="l00163"></a><span class="lineno"> 163</span>  outStream << std::endl;</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> </div><div class="line"><a name="l00166"></a><span class="lineno"><a class="line" href="classarmnn_1_1_profiler.xhtml#a997beb676bd403881fa274ec7ac9854c"> 166</a></span> <a class="code" href="classarmnn_1_1_profiler.xhtml#a997beb676bd403881fa274ec7ac9854c">Profiler::Profiler</a>()</div><div class="line"><a name="l00167"></a><span class="lineno"> 167</span>  : m_ProfilingEnabled(<a class="code" href="_cl_layer_tests_8cpp.xhtml#af3b727ae5a13ff472892ab8bda2eb1b5">false</a>)</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>  m_EventSequence.reserve(g_ProfilingEventCountHint);</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="preprocessor">#if ARMNN_STREAMLINE_ENABLED</span></div><div class="line"><a name="l00172"></a><span class="lineno"> 172</span>  <span class="comment">// Initialises streamline annotations.</span></div><div class="line"><a name="l00173"></a><span class="lineno"> 173</span>  ANNOTATE_SETUP;</div><div class="line"><a name="l00174"></a><span class="lineno"> 174</span> <span class="preprocessor">#endif</span></div><div class="line"><a name="l00175"></a><span class="lineno"> 175</span> }</div><div class="line"><a name="l00176"></a><span class="lineno"> 176</span> </div><div class="line"><a name="l00177"></a><span class="lineno"><a class="line" href="classarmnn_1_1_profiler.xhtml#aa0f87e10a29a76f6358f43b09621df51"> 177</a></span> <a class="code" href="classarmnn_1_1_profiler.xhtml#aa0f87e10a29a76f6358f43b09621df51">Profiler::~Profiler</a>()</div><div class="line"><a name="l00178"></a><span class="lineno"> 178</span> {</div><div class="line"><a name="l00179"></a><span class="lineno"> 179</span>  <span class="keywordflow">if</span> (m_ProfilingEnabled)</div><div class="line"><a name="l00180"></a><span class="lineno"> 180</span>  {</div><div class="line"><a name="l00181"></a><span class="lineno"> 181</span>  <span class="keywordflow">if</span> (g_WriteReportToStdOutOnProfilerDestruction)</div><div class="line"><a name="l00182"></a><span class="lineno"> 182</span>  {</div><div class="line"><a name="l00183"></a><span class="lineno"> 183</span>  <a class="code" href="classarmnn_1_1_profiler.xhtml#a352a82f3a338acf06a20d290f605c489">Print</a>(std::cout);</div><div class="line"><a name="l00184"></a><span class="lineno"> 184</span>  }</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> </div><div class="line"><a name="l00187"></a><span class="lineno"> 187</span>  <span class="comment">// Un-register this profiler from the current thread.</span></div><div class="line"><a name="l00188"></a><span class="lineno"> 188</span>  <a class="code" href="classarmnn_1_1_profiler_manager.xhtml#a93857080c2523bf3395e7aa7e6024d5c">ProfilerManager::GetInstance</a>().<a class="code" href="classarmnn_1_1_profiler_manager.xhtml#a029a40ab5d837b3d4f5d3900ceb6a8f9">RegisterProfiler</a>(<span class="keyword">nullptr</span>);</div><div class="line"><a name="l00189"></a><span class="lineno"> 189</span> }</div><div class="line"><a name="l00190"></a><span class="lineno"> 190</span> </div><div class="line"><a name="l00191"></a><span class="lineno"><a class="line" href="classarmnn_1_1_profiler.xhtml#ad5ac843dd60a0ff7d4ab327f43fb88a5"> 191</a></span> <span class="keywordtype">bool</span> <a class="code" href="classarmnn_1_1_profiler.xhtml#ad5ac843dd60a0ff7d4ab327f43fb88a5">Profiler::IsProfilingEnabled</a>()</div><div class="line"><a name="l00192"></a><span class="lineno"> 192</span> {</div><div class="line"><a name="l00193"></a><span class="lineno"> 193</span>  <span class="keywordflow">return</span> m_ProfilingEnabled;</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"><a class="line" href="classarmnn_1_1_profiler.xhtml#a537b76b2a9f7fbcb538eabe994e424e0"> 196</a></span> <span class="keywordtype">void</span> <a class="code" href="classarmnn_1_1_profiler.xhtml#a537b76b2a9f7fbcb538eabe994e424e0">Profiler::EnableProfiling</a>(<span class="keywordtype">bool</span> enableProfiling)</div><div class="line"><a name="l00197"></a><span class="lineno"> 197</span> {</div><div class="line"><a name="l00198"></a><span class="lineno"> 198</span>  m_ProfilingEnabled = enableProfiling;</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> </div><div class="line"><a name="l00201"></a><span class="lineno"><a class="line" href="classarmnn_1_1_profiler.xhtml#abaf660a136b904fbcbd0c374fea38cd0"> 201</a></span> <a class="code" href="classarmnn_1_1_event.xhtml">Event</a>* <a class="code" href="classarmnn_1_1_profiler.xhtml#abaf660a136b904fbcbd0c374fea38cd0">Profiler::BeginEvent</a>(<span class="keyword">const</span> <a class="code" href="classarmnn_1_1_backend_id.xhtml">BackendId</a>& backendId,</div><div class="line"><a name="l00202"></a><span class="lineno"> 202</span>  <span class="keyword">const</span> std::string& label,</div><div class="line"><a name="l00203"></a><span class="lineno"> 203</span>  std::vector<InstrumentPtr>&& instruments)</div><div class="line"><a name="l00204"></a><span class="lineno"> 204</span> {</div><div class="line"><a name="l00205"></a><span class="lineno"> 205</span>  <a class="code" href="classarmnn_1_1_event.xhtml">Event</a>* parent = m_Parents.empty() ? nullptr : m_Parents.top();</div><div class="line"><a name="l00206"></a><span class="lineno"> 206</span>  m_EventSequence.push_back(std::make_unique<Event>(label, <span class="keyword">this</span>, parent, backendId, std::move(instruments)));</div><div class="line"><a name="l00207"></a><span class="lineno"> 207</span>  <a class="code" href="classarmnn_1_1_event.xhtml">Event</a>* <span class="keyword">event</span> = m_EventSequence.back().get();</div><div class="line"><a name="l00208"></a><span class="lineno"> 208</span>  <span class="keyword">event</span>->Start();</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="preprocessor">#if ARMNN_STREAMLINE_ENABLED</span></div><div class="line"><a name="l00211"></a><span class="lineno"> 211</span>  ANNOTATE_CHANNEL_COLOR(uint32_t(m_Parents.size()), <a class="code" href="classarmnn_1_1_profiler.xhtml#ac2afea56b7e3ffcc81f49f15febf88f1">GetEventColor</a>(backendId), label.c_str());</div><div class="line"><a name="l00212"></a><span class="lineno"> 212</span> <span class="preprocessor">#endif</span></div><div class="line"><a name="l00213"></a><span class="lineno"> 213</span> </div><div class="line"><a name="l00214"></a><span class="lineno"> 214</span>  m_Parents.push(event);</div><div class="line"><a name="l00215"></a><span class="lineno"> 215</span>  <span class="keywordflow">return</span> event;</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> </div><div class="line"><a name="l00218"></a><span class="lineno"><a class="line" href="classarmnn_1_1_profiler.xhtml#a8ed16398e69bb7b0625e3cf4a279b1f3"> 218</a></span> <span class="keywordtype">void</span> <a class="code" href="classarmnn_1_1_profiler.xhtml#a8ed16398e69bb7b0625e3cf4a279b1f3">Profiler::EndEvent</a>(<a class="code" href="classarmnn_1_1_event.xhtml">Event</a>* event)</div><div class="line"><a name="l00219"></a><span class="lineno"> 219</span> {</div><div class="line"><a name="l00220"></a><span class="lineno"> 220</span>  <span class="keyword">event</span>->Stop();</div><div class="line"><a name="l00221"></a><span class="lineno"> 221</span> </div><div class="line"><a name="l00222"></a><span class="lineno"> 222</span>  BOOST_ASSERT(!m_Parents.empty());</div><div class="line"><a name="l00223"></a><span class="lineno"> 223</span>  BOOST_ASSERT(event == m_Parents.top());</div><div class="line"><a name="l00224"></a><span class="lineno"> 224</span>  m_Parents.pop();</div><div class="line"><a name="l00225"></a><span class="lineno"> 225</span> </div><div class="line"><a name="l00226"></a><span class="lineno"> 226</span>  <a class="code" href="classarmnn_1_1_event.xhtml">Event</a>* parent = m_Parents.empty() ? nullptr : m_Parents.top();</div><div class="line"><a name="l00227"></a><span class="lineno"> 227</span>  <a class="code" href="namespacearmnn.xhtml#a44affeeb090c3c6a3062830562672e84">IgnoreUnused</a>(parent);</div><div class="line"><a name="l00228"></a><span class="lineno"> 228</span>  BOOST_ASSERT(event-><a class="code" href="classarmnn_1_1_event.xhtml#a0ef4ff725b1ce859c6ef32e99e92dba3">GetParentEvent</a>() == parent);</div><div class="line"><a name="l00229"></a><span class="lineno"> 229</span> </div><div class="line"><a name="l00230"></a><span class="lineno"> 230</span> <span class="preprocessor">#if ARMNN_STREAMLINE_ENABLED</span></div><div class="line"><a name="l00231"></a><span class="lineno"> 231</span>  ANNOTATE_CHANNEL_END(uint32_t(m_Parents.size()));</div><div class="line"><a name="l00232"></a><span class="lineno"> 232</span> <span class="preprocessor">#endif</span></div><div class="line"><a name="l00233"></a><span class="lineno"> 233</span> }</div><div class="line"><a name="l00234"></a><span class="lineno"> 234</span> </div><div class="line"><a name="l00235"></a><span class="lineno"><a class="line" href="namespacearmnn.xhtml#a20f74b679d59b52e9fae3bbef8f10ffb"> 235</a></span> <span class="keywordtype">int</span> <a class="code" href="namespacearmnn.xhtml#a20f74b679d59b52e9fae3bbef8f10ffb">CalcLevel</a>(<span class="keyword">const</span> <a class="code" href="classarmnn_1_1_event.xhtml">Event</a>* eventPtr)</div><div class="line"><a name="l00236"></a><span class="lineno"> 236</span> {</div><div class="line"><a name="l00237"></a><span class="lineno"> 237</span>  <span class="keywordtype">int</span> level=0;</div><div class="line"><a name="l00238"></a><span class="lineno"> 238</span>  <span class="keywordflow">while</span> (eventPtr != <span class="keyword">nullptr</span>)</div><div class="line"><a name="l00239"></a><span class="lineno"> 239</span>  {</div><div class="line"><a name="l00240"></a><span class="lineno"> 240</span>  eventPtr = eventPtr-><a class="code" href="classarmnn_1_1_event.xhtml#a0ef4ff725b1ce859c6ef32e99e92dba3">GetParentEvent</a>();</div><div class="line"><a name="l00241"></a><span class="lineno"> 241</span>  level++;</div><div class="line"><a name="l00242"></a><span class="lineno"> 242</span>  }</div><div class="line"><a name="l00243"></a><span class="lineno"> 243</span>  <span class="keywordflow">return</span> level;</div><div class="line"><a name="l00244"></a><span class="lineno"> 244</span> }</div><div class="line"><a name="l00245"></a><span class="lineno"> 245</span> </div><div class="line"><a name="l00246"></a><span class="lineno"> 246</span> <span class="keywordtype">void</span> Profiler::PopulateInferences(std::vector<const Event*>& outInferences, <span class="keywordtype">int</span>& outBaseLevel)<span class="keyword"> const</span></div><div class="line"><a name="l00247"></a><span class="lineno"> 247</span> <span class="keyword"></span>{</div><div class="line"><a name="l00248"></a><span class="lineno"> 248</span>  outInferences.reserve(m_EventSequence.size());</div><div class="line"><a name="l00249"></a><span class="lineno"> 249</span>  <span class="keywordflow">for</span> (<span class="keyword">const</span> <span class="keyword">auto</span>& event : m_EventSequence)</div><div class="line"><a name="l00250"></a><span class="lineno"> 250</span>  {</div><div class="line"><a name="l00251"></a><span class="lineno"> 251</span>  <span class="keyword">const</span> <a class="code" href="classarmnn_1_1_event.xhtml">Event</a>* eventPtrRaw = <span class="keyword">event</span>.get();</div><div class="line"><a name="l00252"></a><span class="lineno"> 252</span>  <span class="keywordflow">if</span> (eventPtrRaw-><a class="code" href="classarmnn_1_1_event.xhtml#a55466a39638bb671b24a82941aa37d77">GetName</a>() == <span class="stringliteral">"EnqueueWorkload"</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"> 254</span>  outBaseLevel = (outBaseLevel == -1) ? <a class="code" href="namespacearmnn.xhtml#a20f74b679d59b52e9fae3bbef8f10ffb">CalcLevel</a>(eventPtrRaw) : outBaseLevel;</div><div class="line"><a name="l00255"></a><span class="lineno"> 255</span>  outInferences.push_back(eventPtrRaw);</div><div class="line"><a name="l00256"></a><span class="lineno"> 256</span>  }</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> }</div><div class="line"><a name="l00259"></a><span class="lineno"> 259</span> </div><div class="line"><a name="l00260"></a><span class="lineno"> 260</span> <span class="keywordtype">void</span> Profiler::PopulateDescendants(std::map<<span class="keyword">const</span> <a class="code" href="classarmnn_1_1_event.xhtml">Event</a>*, std::vector<const Event*>>& outDescendantsMap)<span class="keyword"> const</span></div><div class="line"><a name="l00261"></a><span class="lineno"> 261</span> <span class="keyword"></span>{</div><div class="line"><a name="l00262"></a><span class="lineno"> 262</span>  <span class="keywordflow">for</span> (<span class="keyword">const</span> <span class="keyword">auto</span>& event : m_EventSequence)</div><div class="line"><a name="l00263"></a><span class="lineno"> 263</span>  {</div><div class="line"><a name="l00264"></a><span class="lineno"> 264</span>  <span class="keyword">const</span> <a class="code" href="classarmnn_1_1_event.xhtml">Event</a>* eventPtrRaw = <span class="keyword">event</span>.get();</div><div class="line"><a name="l00265"></a><span class="lineno"> 265</span>  <span class="keyword">const</span> <a class="code" href="classarmnn_1_1_event.xhtml">Event</a>* parent = eventPtrRaw-><a class="code" href="classarmnn_1_1_event.xhtml#a0ef4ff725b1ce859c6ef32e99e92dba3">GetParentEvent</a>();</div><div class="line"><a name="l00266"></a><span class="lineno"> 266</span> </div><div class="line"><a name="l00267"></a><span class="lineno"> 267</span>  <span class="keywordflow">if</span> (!parent)</div><div class="line"><a name="l00268"></a><span class="lineno"> 268</span>  {</div><div class="line"><a name="l00269"></a><span class="lineno"> 269</span>  <span class="keywordflow">continue</span>;</div><div class="line"><a name="l00270"></a><span class="lineno"> 270</span>  }</div><div class="line"><a name="l00271"></a><span class="lineno"> 271</span> </div><div class="line"><a name="l00272"></a><span class="lineno"> 272</span>  <span class="keyword">auto</span> it = outDescendantsMap.find(parent);</div><div class="line"><a name="l00273"></a><span class="lineno"> 273</span>  <span class="keywordflow">if</span> (it == outDescendantsMap.end())</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>  outDescendantsMap.emplace(parent, std::vector<const Event*>({eventPtrRaw}));</div><div class="line"><a name="l00276"></a><span class="lineno"> 276</span>  }</div><div class="line"><a name="l00277"></a><span class="lineno"> 277</span>  <span class="keywordflow">else</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>  it->second.push_back(eventPtrRaw);</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>  }</div><div class="line"><a name="l00282"></a><span class="lineno"> 282</span> }</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> </div><div class="line"><a name="l00285"></a><span class="lineno"><a class="line" href="namespacearmnn.xhtml#a50805c29c35b9903c2dea301d8091711"> 285</a></span> <span class="keywordtype">void</span> <a class="code" href="namespacearmnn.xhtml#a50805c29c35b9903c2dea301d8091711">ExtractJsonObjects</a>(<span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> inferenceIndex,</div><div class="line"><a name="l00286"></a><span class="lineno"> 286</span>  <span class="keyword">const</span> <a class="code" href="classarmnn_1_1_event.xhtml">Event</a>* parentEvent,</div><div class="line"><a name="l00287"></a><span class="lineno"> 287</span>  <a class="code" href="structarmnn_1_1_json_child_object.xhtml">JsonChildObject</a>& parentObject,</div><div class="line"><a name="l00288"></a><span class="lineno"> 288</span>  std::map<<span class="keyword">const</span> <a class="code" href="classarmnn_1_1_event.xhtml">Event</a>*, std::vector<const Event*>> descendantsMap)</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>  BOOST_ASSERT(parentEvent);</div><div class="line"><a name="l00291"></a><span class="lineno"> 291</span>  std::vector<Measurement> instrumentMeasurements = parentEvent-><a class="code" href="classarmnn_1_1_event.xhtml#aa75e3a38ab9fee7b2ad5522e746ad0af">GetMeasurements</a>();</div><div class="line"><a name="l00292"></a><span class="lineno"> 292</span>  <span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> childIdx=0;</div><div class="line"><a name="l00293"></a><span class="lineno"> 293</span>  <span class="keywordflow">for</span>(<span class="keywordtype">size_t</span> measurementIndex = 0; measurementIndex < instrumentMeasurements.size(); ++measurementIndex, ++childIdx)</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>  <span class="keywordflow">if</span> (inferenceIndex == 0)</div><div class="line"><a name="l00296"></a><span class="lineno"> 296</span>  {</div><div class="line"><a name="l00297"></a><span class="lineno"> 297</span>  <span class="comment">// Only add kernel measurement once, in case of multiple inferences</span></div><div class="line"><a name="l00298"></a><span class="lineno"> 298</span>  <a class="code" href="structarmnn_1_1_json_child_object.xhtml">JsonChildObject</a> measurementObject{instrumentMeasurements[measurementIndex].m_Name};</div><div class="line"><a name="l00299"></a><span class="lineno"> 299</span>  measurementObject.<a class="code" href="structarmnn_1_1_json_child_object.xhtml#abf603e1749215e9acda67cba1a107b7f">SetUnit</a>(instrumentMeasurements[measurementIndex].m_Unit);</div><div class="line"><a name="l00300"></a><span class="lineno"> 300</span>  measurementObject.SetType(<a class="code" href="namespacearmnn.xhtml#a4e2dd387ba6f0dc5164b4cdf8de3262aa911842b19d8b2f9bbed8cfe909d52975">JsonObjectType::Measurement</a>);</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>  BOOST_ASSERT(parentObject.<a class="code" href="structarmnn_1_1_json_child_object.xhtml#a1f7ec083be66d58a3e02e12956bf005e">NumChildren</a>() == childIdx);</div><div class="line"><a name="l00303"></a><span class="lineno"> 303</span>  parentObject.<a class="code" href="structarmnn_1_1_json_child_object.xhtml#a4df32333fc1c0959e26ff65875316c19">AddChild</a>(measurementObject);</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>  parentObject.<a class="code" href="structarmnn_1_1_json_child_object.xhtml#aa6fe48cf02c47c65b66d1d65ad3fa438">GetChild</a>(childIdx).<a class="code" href="structarmnn_1_1_json_child_object.xhtml#af52bfd578b9fc6d53775b87bc991a535">AddMeasurement</a>(instrumentMeasurements[measurementIndex].m_Value);</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> </div><div class="line"><a name="l00310"></a><span class="lineno"> 310</span>  <span class="keyword">auto</span> childEventsIt = descendantsMap.find(parentEvent);</div><div class="line"><a name="l00311"></a><span class="lineno"> 311</span>  <span class="keywordflow">if</span> (childEventsIt != descendantsMap.end())</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>  <span class="keywordflow">for</span> (<span class="keyword">auto</span> childEvent : childEventsIt->second)</div><div class="line"><a name="l00314"></a><span class="lineno"> 314</span>  {</div><div class="line"><a name="l00315"></a><span class="lineno"> 315</span>  <span class="keywordflow">if</span> (inferenceIndex == 0)</div><div class="line"><a name="l00316"></a><span class="lineno"> 316</span>  {</div><div class="line"><a name="l00317"></a><span class="lineno"> 317</span>  <span class="comment">// Only add second level once, in case of multiple inferences</span></div><div class="line"><a name="l00318"></a><span class="lineno"> 318</span>  <a class="code" href="structarmnn_1_1_json_child_object.xhtml">JsonChildObject</a> childObject{childEvent->GetName()};</div><div class="line"><a name="l00319"></a><span class="lineno"> 319</span>  childObject.<a class="code" href="structarmnn_1_1_json_child_object.xhtml#a83535c5d2147efad73b55ec1b17428fb">SetType</a>(<a class="code" href="namespacearmnn.xhtml#a4e2dd387ba6f0dc5164b4cdf8de3262aaa4ecfc70574394990cf17bd83df499f7">JsonObjectType::Event</a>);</div><div class="line"><a name="l00320"></a><span class="lineno"> 320</span>  parentObject.<a class="code" href="structarmnn_1_1_json_child_object.xhtml#a4df32333fc1c0959e26ff65875316c19">AddChild</a>(childObject);</div><div class="line"><a name="l00321"></a><span class="lineno"> 321</span>  }</div><div class="line"><a name="l00322"></a><span class="lineno"> 322</span> </div><div class="line"><a name="l00323"></a><span class="lineno"> 323</span>  <span class="comment">// Recursively process children. In reality this won't be very deep recursion. ~4-6 levels deep.</span></div><div class="line"><a name="l00324"></a><span class="lineno"> 324</span>  <a class="code" href="namespacearmnn.xhtml#a50805c29c35b9903c2dea301d8091711">ExtractJsonObjects</a>(inferenceIndex, childEvent, parentObject.<a class="code" href="structarmnn_1_1_json_child_object.xhtml#aa6fe48cf02c47c65b66d1d65ad3fa438">GetChild</a>(childIdx), descendantsMap);</div><div class="line"><a name="l00325"></a><span class="lineno"> 325</span> </div><div class="line"><a name="l00326"></a><span class="lineno"> 326</span>  childIdx++;</div><div class="line"><a name="l00327"></a><span class="lineno"> 327</span>  }</div><div class="line"><a name="l00328"></a><span class="lineno"> 328</span>  }</div><div class="line"><a name="l00329"></a><span class="lineno"> 329</span> }</div><div class="line"><a name="l00330"></a><span class="lineno"> 330</span> </div><div class="line"><a name="l00331"></a><span class="lineno"><a class="line" href="classarmnn_1_1_profiler.xhtml#a352a82f3a338acf06a20d290f605c489"> 331</a></span> <span class="keywordtype">void</span> <a class="code" href="classarmnn_1_1_profiler.xhtml#a352a82f3a338acf06a20d290f605c489">Profiler::Print</a>(std::ostream& outStream)<span class="keyword"> const</span></div><div class="line"><a name="l00332"></a><span class="lineno"> 332</span> <span class="keyword"></span>{</div><div class="line"><a name="l00333"></a><span class="lineno"> 333</span>  <span class="comment">// Makes sure timestamps are output with 6 decimals, and save old settings.</span></div><div class="line"><a name="l00334"></a><span class="lineno"> 334</span>  std::streamsize oldPrecision = outStream.precision();</div><div class="line"><a name="l00335"></a><span class="lineno"> 335</span>  outStream.precision(6);</div><div class="line"><a name="l00336"></a><span class="lineno"> 336</span>  std::ios_base::fmtflags oldFlags = outStream.flags();</div><div class="line"><a name="l00337"></a><span class="lineno"> 337</span>  outStream.setf(std::ios::fixed);</div><div class="line"><a name="l00338"></a><span class="lineno"> 338</span>  <a class="code" href="classarmnn_1_1_json_printer.xhtml">JsonPrinter</a> printer(outStream);</div><div class="line"><a name="l00339"></a><span class="lineno"> 339</span> </div><div class="line"><a name="l00340"></a><span class="lineno"> 340</span>  <span class="comment">// First find all the "inference" Events and print out duration measurements.</span></div><div class="line"><a name="l00341"></a><span class="lineno"> 341</span>  <span class="keywordtype">int</span> baseLevel = -1;</div><div class="line"><a name="l00342"></a><span class="lineno"> 342</span>  std::vector<const Event*> inferences;</div><div class="line"><a name="l00343"></a><span class="lineno"> 343</span>  PopulateInferences(inferences, baseLevel);</div><div class="line"><a name="l00344"></a><span class="lineno"> 344</span> </div><div class="line"><a name="l00345"></a><span class="lineno"> 345</span>  <span class="comment">// Second map out descendants hierarchy</span></div><div class="line"><a name="l00346"></a><span class="lineno"> 346</span>  std::map<const Event*, std::vector<const Event*>> descendantsMap;</div><div class="line"><a name="l00347"></a><span class="lineno"> 347</span>  PopulateDescendants(descendantsMap);</div><div class="line"><a name="l00348"></a><span class="lineno"> 348</span> </div><div class="line"><a name="l00349"></a><span class="lineno"> 349</span>  <a class="code" href="structarmnn_1_1_json_child_object.xhtml">JsonChildObject</a> inferenceObject{<span class="stringliteral">"inference_measurements"</span>};</div><div class="line"><a name="l00350"></a><span class="lineno"> 350</span>  <a class="code" href="structarmnn_1_1_json_child_object.xhtml">JsonChildObject</a> layerObject{<span class="stringliteral">"layer_measurements"</span>};</div><div class="line"><a name="l00351"></a><span class="lineno"> 351</span>  std::vector<JsonChildObject> workloadObjects;</div><div class="line"><a name="l00352"></a><span class="lineno"> 352</span>  std::map<unsigned int, std::vector<JsonChildObject>> workloadToKernelObjects;</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>  <span class="keywordflow">for</span> (<span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> inferenceIndex = 0; inferenceIndex < inferences.size(); ++inferenceIndex)</div><div class="line"><a name="l00355"></a><span class="lineno"> 355</span>  {</div><div class="line"><a name="l00356"></a><span class="lineno"> 356</span>  <span class="keyword">auto</span> inference = inferences[inferenceIndex];</div><div class="line"><a name="l00357"></a><span class="lineno"> 357</span>  <a class="code" href="namespacearmnn.xhtml#a50805c29c35b9903c2dea301d8091711">ExtractJsonObjects</a>(inferenceIndex, inference, inferenceObject, descendantsMap);</div><div class="line"><a name="l00358"></a><span class="lineno"> 358</span>  }</div><div class="line"><a name="l00359"></a><span class="lineno"> 359</span> </div><div class="line"><a name="l00360"></a><span class="lineno"> 360</span>  printer.<a class="code" href="classarmnn_1_1_json_printer.xhtml#adaa4d19c25f5fab4804cc8b1d38a68aa">PrintHeader</a>();</div><div class="line"><a name="l00361"></a><span class="lineno"> 361</span>  printer.<a class="code" href="classarmnn_1_1_json_printer.xhtml#ad3566ce453b36aa0c4294d54980107ca">PrintArmNNHeader</a>();</div><div class="line"><a name="l00362"></a><span class="lineno"> 362</span> </div><div class="line"><a name="l00363"></a><span class="lineno"> 363</span>  <span class="comment">// print inference object, also prints child layer and kernel measurements</span></div><div class="line"><a name="l00364"></a><span class="lineno"> 364</span>  <span class="keywordtype">size_t</span> <span class="keywordtype">id</span>=0;</div><div class="line"><a name="l00365"></a><span class="lineno"> 365</span>  printer.<a class="code" href="classarmnn_1_1_json_printer.xhtml#aeb76c875ee2792a79924bac85b9eacac">PrintJsonChildObject</a>(inferenceObject, <span class="keywordtype">id</span>);</div><div class="line"><a name="l00366"></a><span class="lineno"> 366</span> </div><div class="line"><a name="l00367"></a><span class="lineno"> 367</span>  <span class="comment">// end of ArmNN</span></div><div class="line"><a name="l00368"></a><span class="lineno"> 368</span>  printer.<a class="code" href="classarmnn_1_1_json_printer.xhtml#abfd916a652a231df472d86da7e91d74b">PrintNewLine</a>();</div><div class="line"><a name="l00369"></a><span class="lineno"> 369</span>  printer.<a class="code" href="classarmnn_1_1_json_printer.xhtml#ad4aadb70bfaa3b841d94a9508b2245d3">PrintFooter</a>();</div><div class="line"><a name="l00370"></a><span class="lineno"> 370</span> </div><div class="line"><a name="l00371"></a><span class="lineno"> 371</span>  <span class="comment">// end of main JSON object</span></div><div class="line"><a name="l00372"></a><span class="lineno"> 372</span>  printer.<a class="code" href="classarmnn_1_1_json_printer.xhtml#abfd916a652a231df472d86da7e91d74b">PrintNewLine</a>();</div><div class="line"><a name="l00373"></a><span class="lineno"> 373</span>  printer.<a class="code" href="classarmnn_1_1_json_printer.xhtml#ad4aadb70bfaa3b841d94a9508b2245d3">PrintFooter</a>();</div><div class="line"><a name="l00374"></a><span class="lineno"> 374</span>  printer.<a class="code" href="classarmnn_1_1_json_printer.xhtml#abfd916a652a231df472d86da7e91d74b">PrintNewLine</a>();</div><div class="line"><a name="l00375"></a><span class="lineno"> 375</span> </div><div class="line"><a name="l00376"></a><span class="lineno"> 376</span>  <span class="comment">// Restores previous precision settings.</span></div><div class="line"><a name="l00377"></a><span class="lineno"> 377</span>  outStream.flags(oldFlags);</div><div class="line"><a name="l00378"></a><span class="lineno"> 378</span>  outStream.precision(oldPrecision);</div><div class="line"><a name="l00379"></a><span class="lineno"> 379</span> }</div><div class="line"><a name="l00380"></a><span class="lineno"> 380</span> </div><div class="line"><a name="l00381"></a><span class="lineno"><a class="line" href="classarmnn_1_1_profiler.xhtml#aeb61437c18e4bc111811428aec0e3ae9"> 381</a></span> <span class="keywordtype">void</span> <a class="code" href="classarmnn_1_1_profiler.xhtml#aeb61437c18e4bc111811428aec0e3ae9">Profiler::AnalyzeEventsAndWriteResults</a>(std::ostream& outStream)<span class="keyword"> const</span></div><div class="line"><a name="l00382"></a><span class="lineno"> 382</span> <span class="keyword"></span>{</div><div class="line"><a name="l00383"></a><span class="lineno"> 383</span>  <span class="comment">// Stack should be empty now.</span></div><div class="line"><a name="l00384"></a><span class="lineno"> 384</span>  <span class="keyword">const</span> <span class="keywordtype">bool</span> saneMarkerSequence = m_Parents.empty();</div><div class="line"><a name="l00385"></a><span class="lineno"> 385</span> </div><div class="line"><a name="l00386"></a><span class="lineno"> 386</span>  <span class="comment">// Abort if the sequence of markers was found to have incorrect information:</span></div><div class="line"><a name="l00387"></a><span class="lineno"> 387</span>  <span class="comment">// The stats cannot be trusted.</span></div><div class="line"><a name="l00388"></a><span class="lineno"> 388</span>  <span class="keywordflow">if</span> (!saneMarkerSequence)</div><div class="line"><a name="l00389"></a><span class="lineno"> 389</span>  {</div><div class="line"><a name="l00390"></a><span class="lineno"> 390</span>  outStream << <span class="stringliteral">"Cannot write profiling stats. "</span></div><div class="line"><a name="l00391"></a><span class="lineno"> 391</span>  <span class="stringliteral">"Unexpected errors were found when analyzing the sequence of logged events, which may lead to plainly "</span></div><div class="line"><a name="l00392"></a><span class="lineno"> 392</span>  <span class="stringliteral">"wrong stats. The profiling system may contain implementation issues or could have been used in an "</span></div><div class="line"><a name="l00393"></a><span class="lineno"> 393</span>  <span class="stringliteral">"unsafe manner."</span> << std::endl;</div><div class="line"><a name="l00394"></a><span class="lineno"> 394</span>  <span class="keywordflow">return</span>;</div><div class="line"><a name="l00395"></a><span class="lineno"> 395</span>  }</div><div class="line"><a name="l00396"></a><span class="lineno"> 396</span> </div><div class="line"><a name="l00397"></a><span class="lineno"> 397</span>  <span class="comment">// Analyzes the full sequence of events.</span></div><div class="line"><a name="l00398"></a><span class="lineno"> 398</span>  AnalyzeEventSequenceAndWriteResults(m_EventSequence.cbegin(),</div><div class="line"><a name="l00399"></a><span class="lineno"> 399</span>  m_EventSequence.cend(),</div><div class="line"><a name="l00400"></a><span class="lineno"> 400</span>  outStream);</div><div class="line"><a name="l00401"></a><span class="lineno"> 401</span> </div><div class="line"><a name="l00402"></a><span class="lineno"> 402</span>  <span class="comment">// Aggregates events by tag if requested (spams the output stream if done for all tags).</span></div><div class="line"><a name="l00403"></a><span class="lineno"> 403</span>  <span class="keywordflow">if</span> (g_AggregateProfilingEventsByInference)</div><div class="line"><a name="l00404"></a><span class="lineno"> 404</span>  {</div><div class="line"><a name="l00405"></a><span class="lineno"> 405</span>  outStream << std::endl;</div><div class="line"><a name="l00406"></a><span class="lineno"> 406</span>  outStream << <span class="stringliteral">"***"</span> << std::endl;</div><div class="line"><a name="l00407"></a><span class="lineno"> 407</span>  outStream << <span class="stringliteral">"*** Per Inference Stats"</span> << std::endl;</div><div class="line"><a name="l00408"></a><span class="lineno"> 408</span>  outStream << <span class="stringliteral">"***"</span> << std::endl;</div><div class="line"><a name="l00409"></a><span class="lineno"> 409</span>  outStream << std::endl;</div><div class="line"><a name="l00410"></a><span class="lineno"> 410</span> </div><div class="line"><a name="l00411"></a><span class="lineno"> 411</span>  <span class="keywordtype">int</span> baseLevel = -1;</div><div class="line"><a name="l00412"></a><span class="lineno"> 412</span>  std::vector<const Event*> inferences;</div><div class="line"><a name="l00413"></a><span class="lineno"> 413</span>  PopulateInferences(inferences, baseLevel);</div><div class="line"><a name="l00414"></a><span class="lineno"> 414</span> </div><div class="line"><a name="l00415"></a><span class="lineno"> 415</span>  <span class="comment">// Second map out descendants hierarchy</span></div><div class="line"><a name="l00416"></a><span class="lineno"> 416</span>  std::map<const Event*, std::vector<const Event*>> descendantsMap;</div><div class="line"><a name="l00417"></a><span class="lineno"> 417</span>  PopulateDescendants(descendantsMap);</div><div class="line"><a name="l00418"></a><span class="lineno"> 418</span> </div><div class="line"><a name="l00419"></a><span class="lineno"> 419</span>  std::function<void (const Event*, std::vector<const Event*>&)></div><div class="line"><a name="l00420"></a><span class="lineno"> 420</span>  FindDescendantEvents = [&](<span class="keyword">const</span> <a class="code" href="classarmnn_1_1_event.xhtml">Event</a>* eventPtr,</div><div class="line"><a name="l00421"></a><span class="lineno"> 421</span>  std::vector<const Event*>& sequence)</div><div class="line"><a name="l00422"></a><span class="lineno"> 422</span>  {</div><div class="line"><a name="l00423"></a><span class="lineno"> 423</span>  sequence.push_back(eventPtr);</div><div class="line"><a name="l00424"></a><span class="lineno"> 424</span> </div><div class="line"><a name="l00425"></a><span class="lineno"> 425</span>  <span class="keywordflow">if</span> (<a class="code" href="namespacearmnn.xhtml#a20f74b679d59b52e9fae3bbef8f10ffb">CalcLevel</a>(eventPtr) > baseLevel+2) <span class="comment">//We only care about levels as deep as workload executions.</span></div><div class="line"><a name="l00426"></a><span class="lineno"> 426</span>  {</div><div class="line"><a name="l00427"></a><span class="lineno"> 427</span>  <span class="keywordflow">return</span>;</div><div class="line"><a name="l00428"></a><span class="lineno"> 428</span>  }</div><div class="line"><a name="l00429"></a><span class="lineno"> 429</span> </div><div class="line"><a name="l00430"></a><span class="lineno"> 430</span>  <span class="keyword">auto</span> children = descendantsMap.find(eventPtr);</div><div class="line"><a name="l00431"></a><span class="lineno"> 431</span>  <span class="keywordflow">if</span> (children == descendantsMap.end())</div><div class="line"><a name="l00432"></a><span class="lineno"> 432</span>  {</div><div class="line"><a name="l00433"></a><span class="lineno"> 433</span>  <span class="keywordflow">return</span>;</div><div class="line"><a name="l00434"></a><span class="lineno"> 434</span>  }</div><div class="line"><a name="l00435"></a><span class="lineno"> 435</span> </div><div class="line"><a name="l00436"></a><span class="lineno"> 436</span>  <span class="keywordflow">for</span> (<span class="keyword">const</span> <a class="code" href="classarmnn_1_1_event.xhtml">Event</a>* child : children->second)</div><div class="line"><a name="l00437"></a><span class="lineno"> 437</span>  {</div><div class="line"><a name="l00438"></a><span class="lineno"> 438</span>  <span class="keywordflow">return</span> FindDescendantEvents(child, sequence);</div><div class="line"><a name="l00439"></a><span class="lineno"> 439</span>  }</div><div class="line"><a name="l00440"></a><span class="lineno"> 440</span>  };</div><div class="line"><a name="l00441"></a><span class="lineno"> 441</span> </div><div class="line"><a name="l00442"></a><span class="lineno"> 442</span>  <span class="comment">// Third, find events belonging to each inference</span></div><div class="line"><a name="l00443"></a><span class="lineno"> 443</span>  <span class="keywordtype">int</span> inferenceIdx = 0;</div><div class="line"><a name="l00444"></a><span class="lineno"> 444</span>  <span class="keywordflow">for</span> (<span class="keyword">auto</span> inference : inferences)</div><div class="line"><a name="l00445"></a><span class="lineno"> 445</span>  {</div><div class="line"><a name="l00446"></a><span class="lineno"> 446</span>  std::vector<const Event*> sequence;</div><div class="line"><a name="l00447"></a><span class="lineno"> 447</span> </div><div class="line"><a name="l00448"></a><span class="lineno"> 448</span>  <span class="comment">//build sequence, depth first</span></div><div class="line"><a name="l00449"></a><span class="lineno"> 449</span>  FindDescendantEvents(inference, sequence);</div><div class="line"><a name="l00450"></a><span class="lineno"> 450</span> </div><div class="line"><a name="l00451"></a><span class="lineno"> 451</span>  outStream << <span class="stringliteral">"> Begin Inference: "</span> << inferenceIdx << std::endl;</div><div class="line"><a name="l00452"></a><span class="lineno"> 452</span>  outStream << std::endl;</div><div class="line"><a name="l00453"></a><span class="lineno"> 453</span>  AnalyzeEventSequenceAndWriteResults(sequence.cbegin(),</div><div class="line"><a name="l00454"></a><span class="lineno"> 454</span>  sequence.cend(),</div><div class="line"><a name="l00455"></a><span class="lineno"> 455</span>  outStream);</div><div class="line"><a name="l00456"></a><span class="lineno"> 456</span>  outStream << std::endl;</div><div class="line"><a name="l00457"></a><span class="lineno"> 457</span>  outStream << <span class="stringliteral">"> End Inference: "</span> << inferenceIdx << std::endl;</div><div class="line"><a name="l00458"></a><span class="lineno"> 458</span> </div><div class="line"><a name="l00459"></a><span class="lineno"> 459</span>  inferenceIdx++;</div><div class="line"><a name="l00460"></a><span class="lineno"> 460</span>  }</div><div class="line"><a name="l00461"></a><span class="lineno"> 461</span>  }</div><div class="line"><a name="l00462"></a><span class="lineno"> 462</span> }</div><div class="line"><a name="l00463"></a><span class="lineno"> 463</span> </div><div class="line"><a name="l00464"></a><span class="lineno"><a class="line" href="classarmnn_1_1_profiler.xhtml#ac2afea56b7e3ffcc81f49f15febf88f1"> 464</a></span> std::uint32_t <a class="code" href="classarmnn_1_1_profiler.xhtml#ac2afea56b7e3ffcc81f49f15febf88f1">Profiler::GetEventColor</a>(<span class="keyword">const</span> <a class="code" href="classarmnn_1_1_backend_id.xhtml">BackendId</a>& backendId)<span class="keyword"> const</span></div><div class="line"><a name="l00465"></a><span class="lineno"> 465</span> <span class="keyword"></span>{</div><div class="line"><a name="l00466"></a><span class="lineno"> 466</span>  <span class="keyword">static</span> <a class="code" href="classarmnn_1_1_backend_id.xhtml">BackendId</a> cpuRef(<span class="stringliteral">"CpuRef"</span>);</div><div class="line"><a name="l00467"></a><span class="lineno"> 467</span>  <span class="keyword">static</span> <a class="code" href="classarmnn_1_1_backend_id.xhtml">BackendId</a> cpuAcc(<span class="stringliteral">"CpuAcc"</span>);</div><div class="line"><a name="l00468"></a><span class="lineno"> 468</span>  <span class="keyword">static</span> <a class="code" href="classarmnn_1_1_backend_id.xhtml">BackendId</a> gpuAcc(<span class="stringliteral">"GpuAcc"</span>);</div><div class="line"><a name="l00469"></a><span class="lineno"> 469</span>  <span class="keywordflow">if</span> (backendId == cpuRef) {</div><div class="line"><a name="l00470"></a><span class="lineno"> 470</span>  <span class="comment">// Cyan</span></div><div class="line"><a name="l00471"></a><span class="lineno"> 471</span>  <span class="keywordflow">return</span> 0xffff001b;</div><div class="line"><a name="l00472"></a><span class="lineno"> 472</span>  } <span class="keywordflow">else</span> <span class="keywordflow">if</span> (backendId == cpuAcc) {</div><div class="line"><a name="l00473"></a><span class="lineno"> 473</span>  <span class="comment">// Green</span></div><div class="line"><a name="l00474"></a><span class="lineno"> 474</span>  <span class="keywordflow">return</span> 0x00ff001b;</div><div class="line"><a name="l00475"></a><span class="lineno"> 475</span>  } <span class="keywordflow">else</span> <span class="keywordflow">if</span> (backendId == gpuAcc) {</div><div class="line"><a name="l00476"></a><span class="lineno"> 476</span>  <span class="comment">// Purple</span></div><div class="line"><a name="l00477"></a><span class="lineno"> 477</span>  <span class="keywordflow">return</span> 0xff007f1b;</div><div class="line"><a name="l00478"></a><span class="lineno"> 478</span>  } <span class="keywordflow">else</span> {</div><div class="line"><a name="l00479"></a><span class="lineno"> 479</span>  <span class="comment">// Dark gray</span></div><div class="line"><a name="l00480"></a><span class="lineno"> 480</span>  <span class="keywordflow">return</span> 0x5555551b;</div><div class="line"><a name="l00481"></a><span class="lineno"> 481</span>  }</div><div class="line"><a name="l00482"></a><span class="lineno"> 482</span> }</div><div class="line"><a name="l00483"></a><span class="lineno"> 483</span> </div><div class="line"><a name="l00484"></a><span class="lineno"> 484</span> <span class="comment">// The thread_local pointer to the profiler instance.</span></div><div class="line"><a name="l00485"></a><span class="lineno"><a class="line" href="namespacearmnn.xhtml#a680b729be51e88d93f2cbbdfeb5eaf4d"> 485</a></span> thread_local <a class="code" href="classarmnn_1_1_profiler.xhtml">Profiler</a>* <a class="code" href="namespacearmnn.xhtml#a680b729be51e88d93f2cbbdfeb5eaf4d">tl_Profiler</a> = <span class="keyword">nullptr</span>;</div><div class="line"><a name="l00486"></a><span class="lineno"> 486</span> </div><div class="line"><a name="l00487"></a><span class="lineno"><a class="line" href="classarmnn_1_1_profiler_manager.xhtml#a93857080c2523bf3395e7aa7e6024d5c"> 487</a></span> <a class="code" href="classarmnn_1_1_profiler_manager.xhtml">ProfilerManager</a>& <a class="code" href="classarmnn_1_1_profiler_manager.xhtml#a93857080c2523bf3395e7aa7e6024d5c">ProfilerManager::GetInstance</a>()</div><div class="line"><a name="l00488"></a><span class="lineno"> 488</span> {</div><div class="line"><a name="l00489"></a><span class="lineno"> 489</span>  <span class="comment">// Global reference to the single ProfileManager instance allowed.</span></div><div class="line"><a name="l00490"></a><span class="lineno"> 490</span>  <span class="keyword">static</span> <a class="code" href="classarmnn_1_1_profiler_manager.xhtml">ProfilerManager</a> s_ProfilerManager;</div><div class="line"><a name="l00491"></a><span class="lineno"> 491</span>  <span class="keywordflow">return</span> s_ProfilerManager;</div><div class="line"><a name="l00492"></a><span class="lineno"> 492</span> }</div><div class="line"><a name="l00493"></a><span class="lineno"> 493</span> </div><div class="line"><a name="l00494"></a><span class="lineno"><a class="line" href="classarmnn_1_1_profiler_manager.xhtml#a029a40ab5d837b3d4f5d3900ceb6a8f9"> 494</a></span> <span class="keywordtype">void</span> <a class="code" href="classarmnn_1_1_profiler_manager.xhtml#a029a40ab5d837b3d4f5d3900ceb6a8f9">ProfilerManager::RegisterProfiler</a>(<a class="code" href="classarmnn_1_1_profiler.xhtml">Profiler</a>* profiler)</div><div class="line"><a name="l00495"></a><span class="lineno"> 495</span> {</div><div class="line"><a name="l00496"></a><span class="lineno"> 496</span>  tl_Profiler = profiler;</div><div class="line"><a name="l00497"></a><span class="lineno"> 497</span> }</div><div class="line"><a name="l00498"></a><span class="lineno"> 498</span> </div><div class="line"><a name="l00499"></a><span class="lineno"><a class="line" href="classarmnn_1_1_profiler_manager.xhtml#a18fdcafb1d421ba99c48205d93115936"> 499</a></span> <a class="code" href="classarmnn_1_1_profiler.xhtml">Profiler</a>* <a class="code" href="classarmnn_1_1_profiler_manager.xhtml#a18fdcafb1d421ba99c48205d93115936">ProfilerManager::GetProfiler</a>()</div><div class="line"><a name="l00500"></a><span class="lineno"> 500</span> {</div><div class="line"><a name="l00501"></a><span class="lineno"> 501</span>  <span class="keywordflow">return</span> <a class="code" href="namespacearmnn.xhtml#a680b729be51e88d93f2cbbdfeb5eaf4d">tl_Profiler</a>;</div><div class="line"><a name="l00502"></a><span class="lineno"> 502</span> }</div><div class="line"><a name="l00503"></a><span class="lineno"> 503</span> </div><div class="line"><a name="l00504"></a><span class="lineno"> 504</span> } <span class="comment">// namespace armnn</span></div><div class="ttc" id="structarmnn_1_1_json_child_object_xhtml_aa6fe48cf02c47c65b66d1d65ad3fa438"><div class="ttname"><a href="structarmnn_1_1_json_child_object.xhtml#aa6fe48cf02c47c65b66d1d65ad3fa438">armnn::JsonChildObject::GetChild</a></div><div class="ttdeci">JsonChildObject & GetChild(const unsigned int index)</div><div class="ttdef"><b>Definition:</b> <a href="_json_printer_8hpp_source.xhtml#l00041">JsonPrinter.hpp:41</a></div></div> |
| <div class="ttc" id="classarmnn_1_1_profiler_xhtml_a8ed16398e69bb7b0625e3cf4a279b1f3"><div class="ttname"><a href="classarmnn_1_1_profiler.xhtml#a8ed16398e69bb7b0625e3cf4a279b1f3">armnn::Profiler::EndEvent</a></div><div class="ttdeci">void EndEvent(Event *event)</div><div class="ttdef"><b>Definition:</b> <a href="_profiling_8cpp_source.xhtml#l00218">Profiling.cpp:218</a></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_json_printer_xhtml"><div class="ttname"><a href="classarmnn_1_1_json_printer.xhtml">armnn::JsonPrinter</a></div><div class="ttdef"><b>Definition:</b> <a href="_json_printer_8hpp_source.xhtml#l00078">JsonPrinter.hpp:78</a></div></div> |
| <div class="ttc" id="classarmnn_1_1_event_xhtml"><div class="ttname"><a href="classarmnn_1_1_event.xhtml">armnn::Event</a></div><div class="ttdoc">Event class records measurements reported by BeginEvent()/EndEvent() and returns measurements when Ev...</div><div class="ttdef"><b>Definition:</b> <a href="_profiling_event_8hpp_source.xhtml#l00023">ProfilingEvent.hpp:23</a></div></div> |
| <div class="ttc" id="namespacearmnn_xhtml_ab03dcfb3b4019d8f58a67c41681951ae"><div class="ttname"><a href="namespacearmnn.xhtml#ab03dcfb3b4019d8f58a67c41681951ae">armnn::GetEventPtr</a></div><div class="ttdeci">const Event * GetEventPtr(const Event *ptr)</div><div class="ttdef"><b>Definition:</b> <a href="_profiling_8cpp_source.xhtml#l00111">Profiling.cpp:111</a></div></div> |
| <div class="ttc" id="namespacearmnn_xhtml_a6ce7e56eb10e440463f09eee8f213adc"><div class="ttname"><a href="namespacearmnn.xhtml#a6ce7e56eb10e440463f09eee8f213adc">armnn::g_WriteReportToStdOutOnProfilerDestruction</a></div><div class="ttdeci">constexpr bool g_WriteReportToStdOutOnProfilerDestruction</div><div class="ttdef"><b>Definition:</b> <a href="_profiling_8cpp_source.xhtml#l00043">Profiling.cpp:43</a></div></div> |
| <div class="ttc" id="classarmnn_1_1_profiler_xhtml_a997beb676bd403881fa274ec7ac9854c"><div class="ttname"><a href="classarmnn_1_1_profiler.xhtml#a997beb676bd403881fa274ec7ac9854c">armnn::Profiler::Profiler</a></div><div class="ttdeci">Profiler()</div><div class="ttdef"><b>Definition:</b> <a href="_profiling_8cpp_source.xhtml#l00166">Profiling.cpp:166</a></div></div> |
| <div class="ttc" id="_json_printer_8hpp_xhtml"><div class="ttname"><a href="_json_printer_8hpp.xhtml">JsonPrinter.hpp</a></div></div> |
| <div class="ttc" id="structarmnn_1_1_json_child_object_xhtml_a4df32333fc1c0959e26ff65875316c19"><div class="ttname"><a href="structarmnn_1_1_json_child_object.xhtml#a4df32333fc1c0959e26ff65875316c19">armnn::JsonChildObject::AddChild</a></div><div class="ttdeci">void AddChild(const JsonChildObject &childObject)</div><div class="ttdef"><b>Definition:</b> <a href="_json_printer_8hpp_source.xhtml#l00036">JsonPrinter.hpp:36</a></div></div> |
| <div class="ttc" id="classarmnn_1_1_profiler_manager_xhtml_a029a40ab5d837b3d4f5d3900ceb6a8f9"><div class="ttname"><a href="classarmnn_1_1_profiler_manager.xhtml#a029a40ab5d837b3d4f5d3900ceb6a8f9">armnn::ProfilerManager::RegisterProfiler</a></div><div class="ttdeci">void RegisterProfiler(Profiler *profiler)</div><div class="ttdef"><b>Definition:</b> <a href="_profiling_8cpp_source.xhtml#l00494">Profiling.cpp:494</a></div></div> |
| <div class="ttc" id="namespacearmnn_xhtml_a20f74b679d59b52e9fae3bbef8f10ffb"><div class="ttname"><a href="namespacearmnn.xhtml#a20f74b679d59b52e9fae3bbef8f10ffb">armnn::CalcLevel</a></div><div class="ttdeci">int CalcLevel(const Event *eventPtr)</div><div class="ttdef"><b>Definition:</b> <a href="_profiling_8cpp_source.xhtml#l00235">Profiling.cpp:235</a></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#l00487">Profiling.cpp:487</a></div></div> |
| <div class="ttc" id="namespacearmnn_xhtml_a12d3ffe11b54c0aaa59bdd8415701c36"><div class="ttname"><a href="namespacearmnn.xhtml#a12d3ffe11b54c0aaa59bdd8415701c36">armnn::FindMeasurement</a></div><div class="ttdeci">Measurement FindMeasurement(const std::string &name, const Event *event)</div><div class="ttdef"><b>Definition:</b> <a href="_profiling_8cpp_source.xhtml#l00045">Profiling.cpp:45</a></div></div> |
| <div class="ttc" id="namespacearmnn_xhtml_a1b90db39f6a9ebd11591e76fa364b06f"><div class="ttname"><a href="namespacearmnn.xhtml#a1b90db39f6a9ebd11591e76fa364b06f">armnn::FindKernelMeasurements</a></div><div class="ttdeci">std::vector< Measurement > FindKernelMeasurements(const Event *event)</div><div class="ttdef"><b>Definition:</b> <a href="_profiling_8cpp_source.xhtml#l00064">Profiling.cpp:64</a></div></div> |
| <div class="ttc" id="classarmnn_1_1_profiler_xhtml_a537b76b2a9f7fbcb538eabe994e424e0"><div class="ttname"><a href="classarmnn_1_1_profiler.xhtml#a537b76b2a9f7fbcb538eabe994e424e0">armnn::Profiler::EnableProfiling</a></div><div class="ttdeci">void EnableProfiling(bool enableProfiling) override</div><div class="ttdoc">Enables/disables profiling for this profiler. </div><div class="ttdef"><b>Definition:</b> <a href="_profiling_8cpp_source.xhtml#l00196">Profiling.cpp:196</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="classarmnn_1_1_event_xhtml_a55466a39638bb671b24a82941aa37d77"><div class="ttname"><a href="classarmnn_1_1_event.xhtml#a55466a39638bb671b24a82941aa37d77">armnn::Event::GetName</a></div><div class="ttdeci">const std::string & GetName() const</div><div class="ttdoc">Get the name of the event. </div><div class="ttdef"><b>Definition:</b> <a href="_profiling_event_8cpp_source.xhtml#l00067">ProfilingEvent.cpp:67</a></div></div> |
| <div class="ttc" id="namespacearmnn_xhtml"><div class="ttname"><a href="namespacearmnn.xhtml">armnn</a></div><div class="ttdoc">Copyright (c) 2020 ARM Limited. </div><div class="ttdef"><b>Definition:</b> <a href="00__introduction_8dox_source.xhtml#l00025">00_introduction.dox:25</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="structarmnn_1_1_json_child_object_xhtml"><div class="ttname"><a href="structarmnn_1_1_json_child_object.xhtml">armnn::JsonChildObject</a></div><div class="ttdef"><b>Definition:</b> <a href="_json_printer_8hpp_source.xhtml#l00024">JsonPrinter.hpp:24</a></div></div> |
| <div class="ttc" id="classarmnn_1_1_profiler_xhtml_aeb61437c18e4bc111811428aec0e3ae9"><div class="ttname"><a href="classarmnn_1_1_profiler.xhtml#aeb61437c18e4bc111811428aec0e3ae9">armnn::Profiler::AnalyzeEventsAndWriteResults</a></div><div class="ttdeci">void AnalyzeEventsAndWriteResults(std::ostream &outStream) const override</div><div class="ttdoc">Analyzes the tracked events and writes the results to the given output stream. </div><div class="ttdef"><b>Definition:</b> <a href="_profiling_8cpp_source.xhtml#l00381">Profiling.cpp:381</a></div></div> |
| <div class="ttc" id="_cl_layer_tests_8cpp_xhtml_af3b727ae5a13ff472892ab8bda2eb1b5"><div class="ttname"><a href="_cl_layer_tests_8cpp.xhtml#af3b727ae5a13ff472892ab8bda2eb1b5">false</a></div><div class="ttdeci">DataLayout::NHWC false</div><div class="ttdef"><b>Definition:</b> <a href="_cl_layer_tests_8cpp_source.xhtml#l00129">ClLayerTests.cpp:129</a></div></div> |
| <div class="ttc" id="structarmnn_1_1_json_child_object_xhtml_a1f7ec083be66d58a3e02e12956bf005e"><div class="ttname"><a href="structarmnn_1_1_json_child_object.xhtml#a1f7ec083be66d58a3e02e12956bf005e">armnn::JsonChildObject::NumChildren</a></div><div class="ttdeci">size_t NumChildren() const</div><div class="ttdef"><b>Definition:</b> <a href="_json_printer_8hpp_source.xhtml#l00051">JsonPrinter.hpp:51</a></div></div> |
| <div class="ttc" id="classarmnn_1_1_profiler_manager_xhtml_a18fdcafb1d421ba99c48205d93115936"><div class="ttname"><a href="classarmnn_1_1_profiler_manager.xhtml#a18fdcafb1d421ba99c48205d93115936">armnn::ProfilerManager::GetProfiler</a></div><div class="ttdeci">Profiler * GetProfiler()</div><div class="ttdef"><b>Definition:</b> <a href="_profiling_8cpp_source.xhtml#l00499">Profiling.cpp:499</a></div></div> |
| <div class="ttc" id="classarmnn_1_1_event_xhtml_aa58c448afeade37f3b23f4842d46d9b5"><div class="ttname"><a href="classarmnn_1_1_event.xhtml#aa58c448afeade37f3b23f4842d46d9b5">armnn::Event::GetBackendId</a></div><div class="ttdeci">BackendId GetBackendId() const</div><div class="ttdoc">Get the backend id of the event. </div><div class="ttdef"><b>Definition:</b> <a href="_profiling_event_8cpp_source.xhtml#l00082">ProfilingEvent.cpp:82</a></div></div> |
| <div class="ttc" id="classarmnn_1_1_profiler_xhtml"><div class="ttname"><a href="classarmnn_1_1_profiler.xhtml">armnn::Profiler</a></div><div class="ttdef"><b>Definition:</b> <a href="_profiling_8hpp_source.xhtml#l00027">Profiling.hpp:27</a></div></div> |
| <div class="ttc" id="classarmnn_1_1_profiler_xhtml_ad5ac843dd60a0ff7d4ab327f43fb88a5"><div class="ttname"><a href="classarmnn_1_1_profiler.xhtml#ad5ac843dd60a0ff7d4ab327f43fb88a5">armnn::Profiler::IsProfilingEnabled</a></div><div class="ttdeci">bool IsProfilingEnabled() override</div><div class="ttdoc">Checks whether profiling is enabled. </div><div class="ttdef"><b>Definition:</b> <a href="_profiling_8cpp_source.xhtml#l00191">Profiling.cpp:191</a></div></div> |
| <div class="ttc" id="classarmnn_1_1_event_xhtml_aa75e3a38ab9fee7b2ad5522e746ad0af"><div class="ttname"><a href="classarmnn_1_1_event.xhtml#aa75e3a38ab9fee7b2ad5522e746ad0af">armnn::Event::GetMeasurements</a></div><div class="ttdeci">const std::vector< Measurement > GetMeasurements() const</div><div class="ttdoc">Get the recorded measurements calculated between Start() and Stop() </div><div class="ttdef"><b>Definition:</b> <a href="_profiling_event_8cpp_source.xhtml#l00054">ProfilingEvent.cpp:54</a></div></div> |
| <div class="ttc" id="classarmnn_1_1_profiler_xhtml_aa0f87e10a29a76f6358f43b09621df51"><div class="ttname"><a href="classarmnn_1_1_profiler.xhtml#aa0f87e10a29a76f6358f43b09621df51">armnn::Profiler::~Profiler</a></div><div class="ttdeci">~Profiler()</div><div class="ttdef"><b>Definition:</b> <a href="_profiling_8cpp_source.xhtml#l00177">Profiling.cpp:177</a></div></div> |
| <div class="ttc" id="namespacearmnn_xhtml_a50805c29c35b9903c2dea301d8091711"><div class="ttname"><a href="namespacearmnn.xhtml#a50805c29c35b9903c2dea301d8091711">armnn::ExtractJsonObjects</a></div><div class="ttdeci">void ExtractJsonObjects(unsigned int inferenceIndex, const Event *parentEvent, JsonChildObject &parentObject, std::map< const Event *, std::vector< const Event *>> descendantsMap)</div><div class="ttdef"><b>Definition:</b> <a href="_profiling_8cpp_source.xhtml#l00285">Profiling.cpp:285</a></div></div> |
| <div class="ttc" id="classarmnn_1_1_wall_clock_timer_xhtml_abd358345fde773d79e57461c1b062703"><div class="ttname"><a href="classarmnn_1_1_wall_clock_timer.xhtml#abd358345fde773d79e57461c1b062703">armnn::WallClockTimer::WALL_CLOCK_TIME_STOP</a></div><div class="ttdeci">static const std::string WALL_CLOCK_TIME_STOP</div><div class="ttdef"><b>Definition:</b> <a href="_wall_clock_timer_8hpp_source.xhtml#l00065">WallClockTimer.hpp:65</a></div></div> |
| <div class="ttc" id="structarmnn_1_1_json_child_object_xhtml_a83535c5d2147efad73b55ec1b17428fb"><div class="ttname"><a href="structarmnn_1_1_json_child_object.xhtml#a83535c5d2147efad73b55ec1b17428fb">armnn::JsonChildObject::SetType</a></div><div class="ttdeci">void SetType(JsonObjectType type)</div><div class="ttdef"><b>Definition:</b> <a href="_json_printer_8hpp_source.xhtml#l00056">JsonPrinter.hpp:56</a></div></div> |
| <div class="ttc" id="classarmnn_1_1_profiler_xhtml_abaf660a136b904fbcbd0c374fea38cd0"><div class="ttname"><a href="classarmnn_1_1_profiler.xhtml#abaf660a136b904fbcbd0c374fea38cd0">armnn::Profiler::BeginEvent</a></div><div class="ttdeci">Event * BeginEvent(const BackendId &backendId, const std::string &name, std::vector< InstrumentPtr > &&instruments)</div><div class="ttdef"><b>Definition:</b> <a href="_profiling_8cpp_source.xhtml#l00201">Profiling.cpp:201</a></div></div> |
| <div class="ttc" id="classarmnn_1_1_json_printer_xhtml_ad3566ce453b36aa0c4294d54980107ca"><div class="ttname"><a href="classarmnn_1_1_json_printer.xhtml#ad3566ce453b36aa0c4294d54980107ca">armnn::JsonPrinter::PrintArmNNHeader</a></div><div class="ttdeci">void PrintArmNNHeader()</div><div class="ttdef"><b>Definition:</b> <a href="_json_printer_8cpp_source.xhtml#l00063">JsonPrinter.cpp:63</a></div></div> |
| <div class="ttc" id="classarmnn_1_1_wall_clock_timer_xhtml_aef02e15721d757f07f3812f09fc892d4"><div class="ttname"><a href="classarmnn_1_1_wall_clock_timer.xhtml#aef02e15721d757f07f3812f09fc892d4">armnn::WallClockTimer::WALL_CLOCK_TIME_START</a></div><div class="ttdeci">static const std::string WALL_CLOCK_TIME_START</div><div class="ttdef"><b>Definition:</b> <a href="_wall_clock_timer_8hpp_source.xhtml#l00064">WallClockTimer.hpp:64</a></div></div> |
| <div class="ttc" id="namespacearmnn_xhtml_a680b729be51e88d93f2cbbdfeb5eaf4d"><div class="ttname"><a href="namespacearmnn.xhtml#a680b729be51e88d93f2cbbdfeb5eaf4d">armnn::tl_Profiler</a></div><div class="ttdeci">thread_local Profiler * tl_Profiler</div><div class="ttdef"><b>Definition:</b> <a href="_profiling_8cpp_source.xhtml#l00485">Profiling.cpp:485</a></div></div> |
| <div class="ttc" id="namespacearmnn_xhtml_a43ecd194778b7653578044060ba8695e"><div class="ttname"><a href="namespacearmnn.xhtml#a43ecd194778b7653578044060ba8695e">armnn::g_ProfilingEventCountHint</a></div><div class="ttdeci">constexpr std::size_t g_ProfilingEventCountHint</div><div class="ttdef"><b>Definition:</b> <a href="_profiling_8cpp_source.xhtml#l00031">Profiling.cpp:31</a></div></div> |
| <div class="ttc" id="classarmnn_1_1_json_printer_xhtml_abfd916a652a231df472d86da7e91d74b"><div class="ttname"><a href="classarmnn_1_1_json_printer.xhtml#abfd916a652a231df472d86da7e91d74b">armnn::JsonPrinter::PrintNewLine</a></div><div class="ttdeci">void PrintNewLine()</div><div class="ttdef"><b>Definition:</b> <a href="_json_printer_8cpp_source.xhtml#l00158">JsonPrinter.cpp:158</a></div></div> |
| <div class="ttc" id="classarmnn_1_1_wall_clock_timer_xhtml_aece42eedfcac1aa046e0dff4763b300a"><div class="ttname"><a href="classarmnn_1_1_wall_clock_timer.xhtml#aece42eedfcac1aa046e0dff4763b300a">armnn::WallClockTimer::WALL_CLOCK_TIME</a></div><div class="ttdeci">static const std::string WALL_CLOCK_TIME</div><div class="ttdef"><b>Definition:</b> <a href="_wall_clock_timer_8hpp_source.xhtml#l00063">WallClockTimer.hpp:63</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#l00093">Profiling.hpp:93</a></div></div> |
| <div class="ttc" id="structarmnn_1_1_json_child_object_xhtml_af52bfd578b9fc6d53775b87bc991a535"><div class="ttname"><a href="structarmnn_1_1_json_child_object.xhtml#af52bfd578b9fc6d53775b87bc991a535">armnn::JsonChildObject::AddMeasurement</a></div><div class="ttdeci">void AddMeasurement(const double measurement)</div><div class="ttdef"><b>Definition:</b> <a href="_json_printer_8hpp_source.xhtml#l00031">JsonPrinter.hpp:31</a></div></div> |
| <div class="ttc" id="classarmnn_1_1_json_printer_xhtml_aeb76c875ee2792a79924bac85b9eacac"><div class="ttname"><a href="classarmnn_1_1_json_printer.xhtml#aeb76c875ee2792a79924bac85b9eacac">armnn::JsonPrinter::PrintJsonChildObject</a></div><div class="ttdeci">void PrintJsonChildObject(const JsonChildObject &object, size_t &id)</div><div class="ttdef"><b>Definition:</b> <a href="_json_printer_8cpp_source.xhtml#l00015">JsonPrinter.cpp:15</a></div></div> |
| <div class="ttc" id="classarmnn_1_1_json_printer_xhtml_ad4aadb70bfaa3b841d94a9508b2245d3"><div class="ttname"><a href="classarmnn_1_1_json_printer.xhtml#ad4aadb70bfaa3b841d94a9508b2245d3">armnn::JsonPrinter::PrintFooter</a></div><div class="ttdeci">void PrintFooter()</div><div class="ttdef"><b>Definition:</b> <a href="_json_printer_8cpp_source.xhtml#l00163">JsonPrinter.cpp:163</a></div></div> |
| <div class="ttc" id="classarmnn_1_1_json_printer_xhtml_adaa4d19c25f5fab4804cc8b1d38a68aa"><div class="ttname"><a href="classarmnn_1_1_json_printer.xhtml#adaa4d19c25f5fab4804cc8b1d38a68aa">armnn::JsonPrinter::PrintHeader</a></div><div class="ttdeci">void PrintHeader()</div><div class="ttdef"><b>Definition:</b> <a href="_json_printer_8cpp_source.xhtml#l00057">JsonPrinter.cpp:57</a></div></div> |
| <div class="ttc" id="_backend_id_8hpp_xhtml"><div class="ttname"><a href="_backend_id_8hpp.xhtml">BackendId.hpp</a></div></div> |
| <div class="ttc" id="namespacearmnn_xhtml_a41794552ff67b0dad16de60f9b8e7d7c"><div class="ttname"><a href="namespacearmnn.xhtml#a41794552ff67b0dad16de60f9b8e7d7c">armnn::g_WriteProfilingEventSequence</a></div><div class="ttdeci">constexpr bool g_WriteProfilingEventSequence</div><div class="ttdef"><b>Definition:</b> <a href="_profiling_8cpp_source.xhtml#l00034">Profiling.cpp:34</a></div></div> |
| <div class="ttc" id="namespacearmnn_xhtml_aacc0d11e271ebbfcff9d613dd17604aa"><div class="ttname"><a href="namespacearmnn.xhtml#aacc0d11e271ebbfcff9d613dd17604aa">armnn::g_AggregateProfilingEventsByInference</a></div><div class="ttdeci">constexpr bool g_AggregateProfilingEventsByInference</div><div class="ttdef"><b>Definition:</b> <a href="_profiling_8cpp_source.xhtml#l00039">Profiling.cpp:39</a></div></div> |
| <div class="ttc" id="namespacearmnn_xhtml_a4e2dd387ba6f0dc5164b4cdf8de3262aa911842b19d8b2f9bbed8cfe909d52975"><div class="ttname"><a href="namespacearmnn.xhtml#a4e2dd387ba6f0dc5164b4cdf8de3262aa911842b19d8b2f9bbed8cfe909d52975">armnn::JsonObjectType::Measurement</a></div></div> |
| <div class="ttc" id="classarmnn_1_1_backend_id_xhtml_af7445617163d3f07c47b92ae56c6cf8b"><div class="ttname"><a href="classarmnn_1_1_backend_id.xhtml#af7445617163d3f07c47b92ae56c6cf8b">armnn::BackendId::Get</a></div><div class="ttdeci">const std::string & Get() const</div><div class="ttdef"><b>Definition:</b> <a href="_backend_id_8hpp_source.xhtml#l00136">BackendId.hpp:136</a></div></div> |
| <div class="ttc" id="structarmnn_1_1_json_child_object_xhtml_abf603e1749215e9acda67cba1a107b7f"><div class="ttname"><a href="structarmnn_1_1_json_child_object.xhtml#abf603e1749215e9acda67cba1a107b7f">armnn::JsonChildObject::SetUnit</a></div><div class="ttdeci">void SetUnit(const Measurement::Unit unit)</div><div class="ttdef"><b>Definition:</b> <a href="_json_printer_8hpp_source.xhtml#l00046">JsonPrinter.hpp:46</a></div></div> |
| <div class="ttc" id="namespacearmnn_xhtml_a4e2dd387ba6f0dc5164b4cdf8de3262aaa4ecfc70574394990cf17bd83df499f7"><div class="ttname"><a href="namespacearmnn.xhtml#a4e2dd387ba6f0dc5164b4cdf8de3262aaa4ecfc70574394990cf17bd83df499f7">armnn::JsonObjectType::Event</a></div></div> |
| <div class="ttc" id="structarmnn_1_1_measurement_xhtml_ac2b559d9ddbdc9bf665c30eece9f426e"><div class="ttname"><a href="structarmnn_1_1_measurement.xhtml#ac2b559d9ddbdc9bf665c30eece9f426e">armnn::Measurement::m_Value</a></div><div class="ttdeci">double m_Value</div><div class="ttdef"><b>Definition:</b> <a href="_instrument_8hpp_source.xhtml#l00043">Instrument.hpp:43</a></div></div> |
| <div class="ttc" id="classarmnn_1_1_event_xhtml_a0ef4ff725b1ce859c6ef32e99e92dba3"><div class="ttname"><a href="classarmnn_1_1_event.xhtml#a0ef4ff725b1ce859c6ef32e99e92dba3">armnn::Event::GetParentEvent</a></div><div class="ttdeci">const Event * GetParentEvent() const</div><div class="ttdoc">Get the pointer of the parent event. </div><div class="ttdef"><b>Definition:</b> <a href="_profiling_event_8cpp_source.xhtml#l00077">ProfilingEvent.cpp:77</a></div></div> |
| <div class="ttc" id="classarmnn_1_1_profiler_xhtml_ac2afea56b7e3ffcc81f49f15febf88f1"><div class="ttname"><a href="classarmnn_1_1_profiler.xhtml#ac2afea56b7e3ffcc81f49f15febf88f1">armnn::Profiler::GetEventColor</a></div><div class="ttdeci">uint32_t GetEventColor(const BackendId &backendId) const</div><div class="ttdef"><b>Definition:</b> <a href="_profiling_8cpp_source.xhtml#l00464">Profiling.cpp:464</a></div></div> |
| <div class="ttc" id="classarmnn_1_1_profiler_xhtml_a352a82f3a338acf06a20d290f605c489"><div class="ttname"><a href="classarmnn_1_1_profiler.xhtml#a352a82f3a338acf06a20d290f605c489">armnn::Profiler::Print</a></div><div class="ttdeci">void Print(std::ostream &outStream) const override</div><div class="ttdoc">Print stats for events in JSON Format to the given output stream. </div><div class="ttdef"><b>Definition:</b> <a href="_profiling_8cpp_source.xhtml#l00331">Profiling.cpp:331</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_backend_id_xhtml"><div class="ttname"><a href="classarmnn_1_1_backend_id.xhtml">armnn::BackendId</a></div><div class="ttdef"><b>Definition:</b> <a href="_backend_id_8hpp_source.xhtml#l00075">BackendId.hpp:75</a></div></div> |
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