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authorJan Eilers <jan.eilers@arm.com>2021-02-25 17:44:00 +0000
committerJan Eilers <jan.eilers@arm.com>2021-02-25 18:27:49 +0000
commitfd627ffaec8fd8801d980b4c91ee7c0607ab6aaf (patch)
treeeb4bc8f9b411f30c7655616142b5a4bdd3a1acd0 /21.02/_profiling_8cpp_source.xhtml
parentfb14ebbd68e04876809145296af96f6f41857418 (diff)
downloadarmnn-fd627ffaec8fd8801d980b4c91ee7c0607ab6aaf.tar.gz
IVGCVSW-5687 Update Doxygen Docu
* Update Doxygen Documentation for 21.02 release Signed-off-by: Jan Eilers <jan.eilers@arm.com> Change-Id: I9ed2f9caab038836ea99d7b378d7899fe431a4e5
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+<div class="title">Profiling.cpp</div> </div>
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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>&#160;<span class="comment">//</span></div><div class="line"><a name="l00002"></a><span class="lineno"> 2</span>&#160;<span class="comment">// Copyright © 2017 Arm Ltd. All rights reserved.</span></div><div class="line"><a name="l00003"></a><span class="lineno"> 3</span>&#160;<span class="comment">// SPDX-License-Identifier: MIT</span></div><div class="line"><a name="l00004"></a><span class="lineno"> 4</span>&#160;<span class="comment">//</span></div><div class="line"><a name="l00005"></a><span class="lineno"> 5</span>&#160;<span class="preprocessor">#include &quot;<a class="code" href="_profiling_8hpp.xhtml">Profiling.hpp</a>&quot;</span></div><div class="line"><a name="l00006"></a><span class="lineno"> 6</span>&#160;</div><div class="line"><a name="l00007"></a><span class="lineno"> 7</span>&#160;<span class="preprocessor">#include &lt;<a class="code" href="_backend_id_8hpp.xhtml">armnn/BackendId.hpp</a>&gt;</span></div><div class="line"><a name="l00008"></a><span class="lineno"> 8</span>&#160;<span class="preprocessor">#include &lt;<a class="code" href="_assert_8hpp.xhtml">armnn/utility/Assert.hpp</a>&gt;</span></div><div class="line"><a name="l00009"></a><span class="lineno"> 9</span>&#160;<span class="preprocessor">#include &lt;<a class="code" href="_ignore_unused_8hpp.xhtml">armnn/utility/IgnoreUnused.hpp</a>&gt;</span></div><div class="line"><a name="l00010"></a><span class="lineno"> 10</span>&#160;</div><div class="line"><a name="l00011"></a><span class="lineno"> 11</span>&#160;<span class="preprocessor">#include &quot;<a class="code" href="_json_printer_8hpp.xhtml">JsonPrinter.hpp</a>&quot;</span></div><div class="line"><a name="l00012"></a><span class="lineno"> 12</span>&#160;</div><div class="line"><a name="l00013"></a><span class="lineno"> 13</span>&#160;<span class="preprocessor">#if ARMNN_STREAMLINE_ENABLED</span></div><div class="line"><a name="l00014"></a><span class="lineno"> 14</span>&#160;<span class="preprocessor">#include &lt;streamline_annotate.h&gt;</span></div><div class="line"><a name="l00015"></a><span class="lineno"> 15</span>&#160;<span class="preprocessor">#endif</span></div><div class="line"><a name="l00016"></a><span class="lineno"> 16</span>&#160;</div><div class="line"><a name="l00017"></a><span class="lineno"> 17</span>&#160;<span class="preprocessor">#include &lt;algorithm&gt;</span></div><div class="line"><a name="l00018"></a><span class="lineno"> 18</span>&#160;<span class="preprocessor">#include &lt;iomanip&gt;</span></div><div class="line"><a name="l00019"></a><span class="lineno"> 19</span>&#160;<span class="preprocessor">#include &lt;iostream&gt;</span></div><div class="line"><a name="l00020"></a><span class="lineno"> 20</span>&#160;<span class="preprocessor">#include &lt;fstream&gt;</span></div><div class="line"><a name="l00021"></a><span class="lineno"> 21</span>&#160;<span class="preprocessor">#include &lt;map&gt;</span></div><div class="line"><a name="l00022"></a><span class="lineno"> 22</span>&#160;<span class="preprocessor">#include &lt;stack&gt;</span></div><div class="line"><a name="l00023"></a><span class="lineno"> 23</span>&#160;</div><div class="line"><a name="l00024"></a><span class="lineno"> 24</span>&#160;<span class="keyword">namespace </span><a class="code" href="namespacearmnn.xhtml">armnn</a></div><div class="line"><a name="l00025"></a><span class="lineno"> 25</span>&#160;{</div><div class="line"><a name="l00026"></a><span class="lineno"> 26</span>&#160;</div><div class="line"><a name="l00027"></a><span class="lineno"> 27</span>&#160;<span class="comment">// Controls the amount of memory initially allocated to store profiling events.</span></div><div class="line"><a name="l00028"></a><span class="lineno"> 28</span>&#160;<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="l00029"></a><span class="lineno"> 29</span>&#160;<span class="comment">// measured times.</span></div><div class="line"><a name="l00030"></a><span class="lineno"><a class="line" href="namespacearmnn.xhtml#a43ecd194778b7653578044060ba8695e"> 30</a></span>&#160;constexpr std::size_t <a class="code" href="namespacearmnn.xhtml#a43ecd194778b7653578044060ba8695e">g_ProfilingEventCountHint</a> = 1024;</div><div class="line"><a name="l00031"></a><span class="lineno"> 31</span>&#160;</div><div class="line"><a name="l00032"></a><span class="lineno"> 32</span>&#160;<span class="comment">// Whether profiling reports should include the sequence of events together with their timings.</span></div><div class="line"><a name="l00033"></a><span class="lineno"><a class="line" href="namespacearmnn.xhtml#a41794552ff67b0dad16de60f9b8e7d7c"> 33</a></span>&#160;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="l00034"></a><span class="lineno"> 34</span>&#160;</div><div class="line"><a name="l00035"></a><span class="lineno"> 35</span>&#160;<span class="comment">// Whether profiling reports should also report detailed information on events grouped by inference.</span></div><div class="line"><a name="l00036"></a><span class="lineno"> 36</span>&#160;<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="l00037"></a><span class="lineno"> 37</span>&#160;<span class="comment">// of interest).</span></div><div class="line"><a name="l00038"></a><span class="lineno"><a class="line" href="namespacearmnn.xhtml#aacc0d11e271ebbfcff9d613dd17604aa"> 38</a></span>&#160;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="l00039"></a><span class="lineno"> 39</span>&#160;</div><div class="line"><a name="l00040"></a><span class="lineno"> 40</span>&#160;<span class="comment">// Whether a call to Profiler::AnalyzeEventsAndWriteResults() will be made when the Profiler is destroyed.</span></div><div class="line"><a name="l00041"></a><span class="lineno"> 41</span>&#160;<span class="comment">// It can be convenient for local tests.</span></div><div class="line"><a name="l00042"></a><span class="lineno"><a class="line" href="namespacearmnn.xhtml#a6ce7e56eb10e440463f09eee8f213adc"> 42</a></span>&#160;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="l00043"></a><span class="lineno"> 43</span>&#160;</div><div class="line"><a name="l00044"></a><span class="lineno"><a class="line" href="namespacearmnn.xhtml#a12d3ffe11b54c0aaa59bdd8415701c36"> 44</a></span>&#160;<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&amp; name, <span class="keyword">const</span> <a class="code" href="classarmnn_1_1_event.xhtml">Event</a>* event)</div><div class="line"><a name="l00045"></a><span class="lineno"> 45</span>&#160;{</div><div class="line"><a name="l00046"></a><span class="lineno"> 46</span>&#160;</div><div class="line"><a name="l00047"></a><span class="lineno"> 47</span>&#160; <a class="code" href="_assert_8hpp.xhtml#a5698be69cbd5dfe6c28fcd9867e8cbed">ARMNN_ASSERT</a>(event != <span class="keyword">nullptr</span>);</div><div class="line"><a name="l00048"></a><span class="lineno"> 48</span>&#160;</div><div class="line"><a name="l00049"></a><span class="lineno"> 49</span>&#160; <span class="comment">// Search though the measurements.</span></div><div class="line"><a name="l00050"></a><span class="lineno"> 50</span>&#160; <span class="keywordflow">for</span> (<span class="keyword">const</span> <span class="keyword">auto</span>&amp; measurement : event-&gt;<a class="code" href="classarmnn_1_1_event.xhtml#aa75e3a38ab9fee7b2ad5522e746ad0af">GetMeasurements</a>())</div><div class="line"><a name="l00051"></a><span class="lineno"> 51</span>&#160; {</div><div class="line"><a name="l00052"></a><span class="lineno"> 52</span>&#160; <span class="keywordflow">if</span> (measurement.m_Name == name)</div><div class="line"><a name="l00053"></a><span class="lineno"> 53</span>&#160; {</div><div class="line"><a name="l00054"></a><span class="lineno"> 54</span>&#160; <span class="comment">// Measurement found.</span></div><div class="line"><a name="l00055"></a><span class="lineno"> 55</span>&#160; <span class="keywordflow">return</span> measurement;</div><div class="line"><a name="l00056"></a><span class="lineno"> 56</span>&#160; }</div><div class="line"><a name="l00057"></a><span class="lineno"> 57</span>&#160; }</div><div class="line"><a name="l00058"></a><span class="lineno"> 58</span>&#160;</div><div class="line"><a name="l00059"></a><span class="lineno"> 59</span>&#160; <span class="comment">// Measurement not found.</span></div><div class="line"><a name="l00060"></a><span class="lineno"> 60</span>&#160; <span class="keywordflow">return</span> <a class="code" href="structarmnn_1_1_measurement.xhtml">Measurement</a>{ <span class="stringliteral">&quot;&quot;</span>, 0.f, Measurement::Unit::TIME_MS };</div><div class="line"><a name="l00061"></a><span class="lineno"> 61</span>&#160;}</div><div class="line"><a name="l00062"></a><span class="lineno"> 62</span>&#160;</div><div class="line"><a name="l00063"></a><span class="lineno"><a class="line" href="namespacearmnn.xhtml#a1b90db39f6a9ebd11591e76fa364b06f"> 63</a></span>&#160;std::vector&lt;Measurement&gt; <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="l00064"></a><span class="lineno"> 64</span>&#160;{</div><div class="line"><a name="l00065"></a><span class="lineno"> 65</span>&#160; <a class="code" href="_assert_8hpp.xhtml#a5698be69cbd5dfe6c28fcd9867e8cbed">ARMNN_ASSERT</a>(event != <span class="keyword">nullptr</span>);</div><div class="line"><a name="l00066"></a><span class="lineno"> 66</span>&#160;</div><div class="line"><a name="l00067"></a><span class="lineno"> 67</span>&#160; std::vector&lt;Measurement&gt; measurements;</div><div class="line"><a name="l00068"></a><span class="lineno"> 68</span>&#160;</div><div class="line"><a name="l00069"></a><span class="lineno"> 69</span>&#160; <span class="comment">// Search through the measurements.</span></div><div class="line"><a name="l00070"></a><span class="lineno"> 70</span>&#160; <span class="keywordflow">for</span> (<span class="keyword">const</span> <span class="keyword">auto</span>&amp; measurement : event-&gt;<a class="code" href="classarmnn_1_1_event.xhtml#aa75e3a38ab9fee7b2ad5522e746ad0af">GetMeasurements</a>())</div><div class="line"><a name="l00071"></a><span class="lineno"> 71</span>&#160; {</div><div class="line"><a name="l00072"></a><span class="lineno"> 72</span>&#160; <span class="keywordflow">if</span> (measurement.m_Name.rfind(<span class="stringliteral">&quot;OpenClKernelTimer&quot;</span>, 0) == 0</div><div class="line"><a name="l00073"></a><span class="lineno"> 73</span>&#160; || measurement.m_Name.rfind(<span class="stringliteral">&quot;NeonKernelTimer&quot;</span>, 0) == 0)</div><div class="line"><a name="l00074"></a><span class="lineno"> 74</span>&#160; {</div><div class="line"><a name="l00075"></a><span class="lineno"> 75</span>&#160; <span class="comment">// Measurement found.</span></div><div class="line"><a name="l00076"></a><span class="lineno"> 76</span>&#160; measurements.push_back(measurement);</div><div class="line"><a name="l00077"></a><span class="lineno"> 77</span>&#160; }</div><div class="line"><a name="l00078"></a><span class="lineno"> 78</span>&#160; }</div><div class="line"><a name="l00079"></a><span class="lineno"> 79</span>&#160;</div><div class="line"><a name="l00080"></a><span class="lineno"> 80</span>&#160; <span class="keywordflow">return</span> measurements;</div><div class="line"><a name="l00081"></a><span class="lineno"> 81</span>&#160;}</div><div class="line"><a name="l00082"></a><span class="lineno"> 82</span>&#160;</div><div class="line"><a name="l00083"></a><span class="lineno"><a class="line" href="classarmnn_1_1_profiler_impl.xhtml#a0c14f9e9a75d1279acb6a4ea036b5b33"> 83</a></span>&#160;std::map&lt;std::string, ProfilerImpl::ProfilingEventStats&gt; <a class="code" href="classarmnn_1_1_profiler_impl.xhtml#a0c14f9e9a75d1279acb6a4ea036b5b33">ProfilerImpl::CalculateProfilingEventStats</a>()<span class="keyword"> const</span></div><div class="line"><a name="l00084"></a><span class="lineno"> 84</span>&#160;<span class="keyword"></span>{</div><div class="line"><a name="l00085"></a><span class="lineno"> 85</span>&#160; std::map&lt;std::string, ProfilingEventStats&gt; nameToStatsMap;</div><div class="line"><a name="l00086"></a><span class="lineno"> 86</span>&#160;</div><div class="line"><a name="l00087"></a><span class="lineno"> 87</span>&#160; <span class="keywordflow">for</span> (<span class="keyword">const</span> <span class="keyword">auto</span>&amp; event : <a class="code" href="classarmnn_1_1_profiler_impl.xhtml#a6c8819e2b32bf401c10505919ad8368c">m_EventSequence</a>)</div><div class="line"><a name="l00088"></a><span class="lineno"> 88</span>&#160; {</div><div class="line"><a name="l00089"></a><span class="lineno"> 89</span>&#160; <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="l00090"></a><span class="lineno"> 90</span>&#160;</div><div class="line"><a name="l00091"></a><span class="lineno"> 91</span>&#160; <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="l00092"></a><span class="lineno"> 92</span>&#160; <span class="keyword">auto</span> it = nameToStatsMap.find(event-&gt;GetName());</div><div class="line"><a name="l00093"></a><span class="lineno"> 93</span>&#160; <span class="keywordflow">if</span> (it != nameToStatsMap.end())</div><div class="line"><a name="l00094"></a><span class="lineno"> 94</span>&#160; {</div><div class="line"><a name="l00095"></a><span class="lineno"> 95</span>&#160; <a class="code" href="structarmnn_1_1_profiler_impl_1_1_profiling_event_stats.xhtml">ProfilingEventStats</a>&amp; stats = it-&gt;second;</div><div class="line"><a name="l00096"></a><span class="lineno"> 96</span>&#160; stats.<a class="code" href="structarmnn_1_1_profiler_impl_1_1_profiling_event_stats.xhtml#a987e938e13b0c6d0864b7473497816a2">m_TotalMs</a> += durationMs;</div><div class="line"><a name="l00097"></a><span class="lineno"> 97</span>&#160; stats.<a class="code" href="structarmnn_1_1_profiler_impl_1_1_profiling_event_stats.xhtml#acf82cb43aa8ac450a64249b1339edcd6">m_MinMs</a> = std::min(stats.<a class="code" href="structarmnn_1_1_profiler_impl_1_1_profiling_event_stats.xhtml#acf82cb43aa8ac450a64249b1339edcd6">m_MinMs</a>, durationMs);</div><div class="line"><a name="l00098"></a><span class="lineno"> 98</span>&#160; stats.<a class="code" href="structarmnn_1_1_profiler_impl_1_1_profiling_event_stats.xhtml#a7a2e04ecfcc33687bd52a9f57bb3c73b">m_MaxMs</a> = std::max(stats.<a class="code" href="structarmnn_1_1_profiler_impl_1_1_profiling_event_stats.xhtml#a7a2e04ecfcc33687bd52a9f57bb3c73b">m_MaxMs</a>, durationMs);</div><div class="line"><a name="l00099"></a><span class="lineno"> 99</span>&#160; ++stats.<a class="code" href="structarmnn_1_1_profiler_impl_1_1_profiling_event_stats.xhtml#a1bf817b905316b6a2e823652eb156e5e">m_Count</a>;</div><div class="line"><a name="l00100"></a><span class="lineno"> 100</span>&#160; }</div><div class="line"><a name="l00101"></a><span class="lineno"> 101</span>&#160; <span class="keywordflow">else</span></div><div class="line"><a name="l00102"></a><span class="lineno"> 102</span>&#160; {</div><div class="line"><a name="l00103"></a><span class="lineno"> 103</span>&#160; nameToStatsMap.emplace(event-&gt;GetName(), <a class="code" href="structarmnn_1_1_profiler_impl_1_1_profiling_event_stats.xhtml">ProfilingEventStats</a>{ durationMs, durationMs, durationMs, 1 });</div><div class="line"><a name="l00104"></a><span class="lineno"> 104</span>&#160; }</div><div class="line"><a name="l00105"></a><span class="lineno"> 105</span>&#160; }</div><div class="line"><a name="l00106"></a><span class="lineno"> 106</span>&#160;</div><div class="line"><a name="l00107"></a><span class="lineno"> 107</span>&#160; <span class="keywordflow">return</span> nameToStatsMap;</div><div class="line"><a name="l00108"></a><span class="lineno"> 108</span>&#160;}</div><div class="line"><a name="l00109"></a><span class="lineno"> 109</span>&#160;</div><div class="line"><a name="l00110"></a><span class="lineno"><a class="line" href="namespacearmnn.xhtml#ab03dcfb3b4019d8f58a67c41681951ae"> 110</a></span>&#160;<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="l00111"></a><span class="lineno"><a class="line" href="namespacearmnn.xhtml#a4b1e2158af2aedd3f00d2121c45b0f93"> 111</a></span>&#160;<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&lt;Event&gt;&amp; ptr) {<span class="keywordflow">return</span> ptr.get(); }</div><div class="line"><a name="l00112"></a><span class="lineno"> 112</span>&#160;</div><div class="line"><a name="l00113"></a><span class="lineno"> 113</span>&#160;<span class="keyword">template</span>&lt;<span class="keyword">typename</span> ItertType&gt;</div><div class="line"><a name="l00114"></a><span class="lineno"><a class="line" href="classarmnn_1_1_profiler_impl.xhtml#a949493a67655a79249dffa9bac9a5d0b"> 114</a></span>&#160;<span class="keywordtype">void</span> <a class="code" href="classarmnn_1_1_profiler_impl.xhtml#ae9462da7222b5d3315271e64bae6740b">ProfilerImpl::AnalyzeEventSequenceAndWriteResults</a>(ItertType first, ItertType last, std::ostream&amp; outStream)<span class="keyword"> const</span></div><div class="line"><a name="l00115"></a><span class="lineno"> 115</span>&#160;<span class="keyword"></span>{</div><div class="line"><a name="l00116"></a><span class="lineno"> 116</span>&#160; <span class="comment">// Outputs event sequence, if needed.</span></div><div class="line"><a name="l00117"></a><span class="lineno"> 117</span>&#160; <span class="keywordflow">if</span> (g_WriteProfilingEventSequence)</div><div class="line"><a name="l00118"></a><span class="lineno"> 118</span>&#160; {</div><div class="line"><a name="l00119"></a><span class="lineno"> 119</span>&#160; <span class="comment">// Makes sure timestamps are output with 6 decimals, and save old settings.</span></div><div class="line"><a name="l00120"></a><span class="lineno"> 120</span>&#160; std::streamsize oldPrecision = outStream.precision();</div><div class="line"><a name="l00121"></a><span class="lineno"> 121</span>&#160; outStream.precision(6);</div><div class="line"><a name="l00122"></a><span class="lineno"> 122</span>&#160; std::ios_base::fmtflags oldFlags = outStream.flags();</div><div class="line"><a name="l00123"></a><span class="lineno"> 123</span>&#160; outStream.setf(std::ios::fixed);</div><div class="line"><a name="l00124"></a><span class="lineno"> 124</span>&#160; <span class="comment">// Outputs fields.</span></div><div class="line"><a name="l00125"></a><span class="lineno"> 125</span>&#160; outStream &lt;&lt; <span class="stringliteral">&quot;Event Sequence - Name | Duration (ms) | Start (ms) | Stop (ms) | Device&quot;</span> &lt;&lt; std::endl;</div><div class="line"><a name="l00126"></a><span class="lineno"> 126</span>&#160; <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="l00127"></a><span class="lineno"> 127</span>&#160; {</div><div class="line"><a name="l00128"></a><span class="lineno"> 128</span>&#160; <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="l00129"></a><span class="lineno"> 129</span>&#160; <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="l00130"></a><span class="lineno"> 130</span>&#160; <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="l00131"></a><span class="lineno"> 131</span>&#160;</div><div class="line"><a name="l00132"></a><span class="lineno"> 132</span>&#160; <span class="comment">// Find the WallClock measurement if there is one.</span></div><div class="line"><a name="l00133"></a><span class="lineno"> 133</span>&#160; <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="l00134"></a><span class="lineno"> 134</span>&#160; outStream &lt;&lt; std::setw(50) &lt;&lt; eventPtr-&gt;<a class="code" href="classarmnn_1_1_event.xhtml#a55466a39638bb671b24a82941aa37d77">GetName</a>() &lt;&lt; <span class="stringliteral">&quot; &quot;</span></div><div class="line"><a name="l00135"></a><span class="lineno"> 135</span>&#160; &lt;&lt; std::setw(20) &lt;&lt; durationMs</div><div class="line"><a name="l00136"></a><span class="lineno"> 136</span>&#160; &lt;&lt; std::setw(20) &lt;&lt; startTimeMs</div><div class="line"><a name="l00137"></a><span class="lineno"> 137</span>&#160; &lt;&lt; std::setw(20) &lt;&lt; stopTimeMs</div><div class="line"><a name="l00138"></a><span class="lineno"> 138</span>&#160; &lt;&lt; std::setw(20) &lt;&lt; eventPtr-&gt;<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="l00139"></a><span class="lineno"> 139</span>&#160; &lt;&lt; std::endl;</div><div class="line"><a name="l00140"></a><span class="lineno"> 140</span>&#160; }</div><div class="line"><a name="l00141"></a><span class="lineno"> 141</span>&#160; outStream &lt;&lt; std::endl;</div><div class="line"><a name="l00142"></a><span class="lineno"> 142</span>&#160; <span class="comment">// Restores previous precision settings.</span></div><div class="line"><a name="l00143"></a><span class="lineno"> 143</span>&#160; outStream.flags(oldFlags);</div><div class="line"><a name="l00144"></a><span class="lineno"> 144</span>&#160; outStream.precision(oldPrecision);</div><div class="line"><a name="l00145"></a><span class="lineno"> 145</span>&#160; }</div><div class="line"><a name="l00146"></a><span class="lineno"> 146</span>&#160;</div><div class="line"><a name="l00147"></a><span class="lineno"> 147</span>&#160; <span class="comment">// Aggregates results per event name.</span></div><div class="line"><a name="l00148"></a><span class="lineno"> 148</span>&#160; std::map&lt;std::string, ProfilingEventStats&gt; nameToStatsMap = <a class="code" href="classarmnn_1_1_profiler_impl.xhtml#a0c14f9e9a75d1279acb6a4ea036b5b33">CalculateProfilingEventStats</a>();</div><div class="line"><a name="l00149"></a><span class="lineno"> 149</span>&#160;</div><div class="line"><a name="l00150"></a><span class="lineno"> 150</span>&#160; <span class="comment">// Outputs aggregated stats.</span></div><div class="line"><a name="l00151"></a><span class="lineno"> 151</span>&#160; outStream &lt;&lt; <span class="stringliteral">&quot;Event Stats - Name | Avg (ms) | Min (ms) | Max (ms) | Total (ms) | Count&quot;</span> &lt;&lt; std::endl;</div><div class="line"><a name="l00152"></a><span class="lineno"> 152</span>&#160; <span class="keywordflow">for</span> (<span class="keyword">const</span> <span class="keyword">auto</span>&amp; pair : nameToStatsMap)</div><div class="line"><a name="l00153"></a><span class="lineno"> 153</span>&#160; {</div><div class="line"><a name="l00154"></a><span class="lineno"> 154</span>&#160; <span class="keyword">const</span> std::string&amp; eventLabel = pair.first;</div><div class="line"><a name="l00155"></a><span class="lineno"> 155</span>&#160; <span class="keyword">const</span> <a class="code" href="structarmnn_1_1_profiler_impl_1_1_profiling_event_stats.xhtml">ProfilingEventStats</a>&amp; eventStats = pair.second;</div><div class="line"><a name="l00156"></a><span class="lineno"> 156</span>&#160; <span class="keyword">const</span> <span class="keywordtype">double</span> avgMs = eventStats.<a class="code" href="structarmnn_1_1_profiler_impl_1_1_profiling_event_stats.xhtml#a987e938e13b0c6d0864b7473497816a2">m_TotalMs</a> / double(eventStats.<a class="code" href="structarmnn_1_1_profiler_impl_1_1_profiling_event_stats.xhtml#a1bf817b905316b6a2e823652eb156e5e">m_Count</a>);</div><div class="line"><a name="l00157"></a><span class="lineno"> 157</span>&#160;</div><div class="line"><a name="l00158"></a><span class="lineno"> 158</span>&#160; outStream &lt;&lt; <span class="stringliteral">&quot;\t&quot;</span> &lt;&lt; std::setw(50) &lt;&lt; eventLabel &lt;&lt; <span class="stringliteral">&quot; &quot;</span> &lt;&lt; std::setw(9) &lt;&lt; avgMs &lt;&lt; <span class="stringliteral">&quot; &quot;</span></div><div class="line"><a name="l00159"></a><span class="lineno"> 159</span>&#160; &lt;&lt; std::setw(9) &lt;&lt; eventStats.<a class="code" href="structarmnn_1_1_profiler_impl_1_1_profiling_event_stats.xhtml#acf82cb43aa8ac450a64249b1339edcd6">m_MinMs</a> &lt;&lt; <span class="stringliteral">&quot; &quot;</span> &lt;&lt; std::setw(9) &lt;&lt; eventStats.<a class="code" href="structarmnn_1_1_profiler_impl_1_1_profiling_event_stats.xhtml#a7a2e04ecfcc33687bd52a9f57bb3c73b">m_MaxMs</a> &lt;&lt; <span class="stringliteral">&quot; &quot;</span></div><div class="line"><a name="l00160"></a><span class="lineno"> 160</span>&#160; &lt;&lt; std::setw(9) &lt;&lt; eventStats.<a class="code" href="structarmnn_1_1_profiler_impl_1_1_profiling_event_stats.xhtml#a987e938e13b0c6d0864b7473497816a2">m_TotalMs</a> &lt;&lt; <span class="stringliteral">&quot; &quot;</span> &lt;&lt; std::setw(9) &lt;&lt; eventStats.<a class="code" href="structarmnn_1_1_profiler_impl_1_1_profiling_event_stats.xhtml#a1bf817b905316b6a2e823652eb156e5e">m_Count</a> &lt;&lt; std::endl;</div><div class="line"><a name="l00161"></a><span class="lineno"> 161</span>&#160; }</div><div class="line"><a name="l00162"></a><span class="lineno"> 162</span>&#160; outStream &lt;&lt; std::endl;</div><div class="line"><a name="l00163"></a><span class="lineno"> 163</span>&#160;}</div><div class="line"><a name="l00164"></a><span class="lineno"> 164</span>&#160;</div><div class="line"><a name="l00165"></a><span class="lineno"><a class="line" href="classarmnn_1_1_profiler_impl.xhtml#ab4a49101468246556a6652cedaa8d2f7"> 165</a></span>&#160;<a class="code" href="classarmnn_1_1_profiler_impl.xhtml#ab4a49101468246556a6652cedaa8d2f7">ProfilerImpl::ProfilerImpl</a>()</div><div class="line"><a name="l00166"></a><span class="lineno"> 166</span>&#160; : <a class="code" href="classarmnn_1_1_profiler_impl.xhtml#a1b1892da2aaf7eaedaa38671d56b7f19">m_ProfilingEnabled</a>(<a class="code" href="_cl_layer_tests_8cpp.xhtml#a2289f9e7fac0ce47801448e873b04303">false</a>)</div><div class="line"><a name="l00167"></a><span class="lineno"> 167</span>&#160;{</div><div class="line"><a name="l00168"></a><span class="lineno"> 168</span>&#160; <a class="code" href="classarmnn_1_1_profiler_impl.xhtml#a6c8819e2b32bf401c10505919ad8368c">m_EventSequence</a>.reserve(g_ProfilingEventCountHint);</div><div class="line"><a name="l00169"></a><span class="lineno"> 169</span>&#160;</div><div class="line"><a name="l00170"></a><span class="lineno"> 170</span>&#160;<span class="preprocessor">#if ARMNN_STREAMLINE_ENABLED</span></div><div class="line"><a name="l00171"></a><span class="lineno"> 171</span>&#160; <span class="comment">// Initialises streamline annotations.</span></div><div class="line"><a name="l00172"></a><span class="lineno"> 172</span>&#160; ANNOTATE_SETUP;</div><div class="line"><a name="l00173"></a><span class="lineno"> 173</span>&#160;<span class="preprocessor">#endif</span></div><div class="line"><a name="l00174"></a><span class="lineno"> 174</span>&#160;}</div><div class="line"><a name="l00175"></a><span class="lineno"> 175</span>&#160;</div><div class="line"><a name="l00176"></a><span class="lineno"><a class="line" href="classarmnn_1_1_profiler_impl.xhtml#a6412388bcab05aee892066269fd4112d"> 176</a></span>&#160;<a class="code" href="classarmnn_1_1_profiler_impl.xhtml#a6412388bcab05aee892066269fd4112d">ProfilerImpl::~ProfilerImpl</a>()</div><div class="line"><a name="l00177"></a><span class="lineno"> 177</span>&#160;{</div><div class="line"><a name="l00178"></a><span class="lineno"> 178</span>&#160; <span class="keywordflow">if</span> (<a class="code" href="classarmnn_1_1_profiler_impl.xhtml#a1b1892da2aaf7eaedaa38671d56b7f19">m_ProfilingEnabled</a>)</div><div class="line"><a name="l00179"></a><span class="lineno"> 179</span>&#160; {</div><div class="line"><a name="l00180"></a><span class="lineno"> 180</span>&#160; <span class="keywordflow">if</span> (g_WriteReportToStdOutOnProfilerDestruction)</div><div class="line"><a name="l00181"></a><span class="lineno"> 181</span>&#160; {</div><div class="line"><a name="l00182"></a><span class="lineno"> 182</span>&#160; <a class="code" href="classarmnn_1_1_profiler_impl.xhtml#a038bb767bbc6abc0ee0d9b509616b896">Print</a>(std::cout);</div><div class="line"><a name="l00183"></a><span class="lineno"> 183</span>&#160; }</div><div class="line"><a name="l00184"></a><span class="lineno"> 184</span>&#160; }</div><div class="line"><a name="l00185"></a><span class="lineno"> 185</span>&#160;</div><div class="line"><a name="l00186"></a><span class="lineno"> 186</span>&#160; <span class="comment">// Un-register this profiler from the current thread.</span></div><div class="line"><a name="l00187"></a><span class="lineno"> 187</span>&#160; <a class="code" href="classarmnn_1_1_profiler_manager.xhtml#a93857080c2523bf3395e7aa7e6024d5c">ProfilerManager::GetInstance</a>().<a class="code" href="classarmnn_1_1_profiler_manager.xhtml#a7b1e3e5bf386004541be2b5b22443208">RegisterProfiler</a>(<span class="keyword">nullptr</span>);</div><div class="line"><a name="l00188"></a><span class="lineno"> 188</span>&#160;}</div><div class="line"><a name="l00189"></a><span class="lineno"> 189</span>&#160;</div><div class="line"><a name="l00190"></a><span class="lineno"><a class="line" href="classarmnn_1_1_profiler_impl.xhtml#aa5a25e3cf143724a9460c4aa9c47841b"> 190</a></span>&#160;<span class="keywordtype">bool</span> <a class="code" href="classarmnn_1_1_profiler_impl.xhtml#aa5a25e3cf143724a9460c4aa9c47841b">ProfilerImpl::IsProfilingEnabled</a>()</div><div class="line"><a name="l00191"></a><span class="lineno"> 191</span>&#160;{</div><div class="line"><a name="l00192"></a><span class="lineno"> 192</span>&#160; <span class="keywordflow">return</span> <a class="code" href="classarmnn_1_1_profiler_impl.xhtml#a1b1892da2aaf7eaedaa38671d56b7f19">m_ProfilingEnabled</a>;</div><div class="line"><a name="l00193"></a><span class="lineno"> 193</span>&#160;}</div><div class="line"><a name="l00194"></a><span class="lineno"> 194</span>&#160;</div><div class="line"><a name="l00195"></a><span class="lineno"><a class="line" href="classarmnn_1_1_profiler_impl.xhtml#af556ae358458c476f8594b3bbb28d712"> 195</a></span>&#160;<span class="keywordtype">void</span> <a class="code" href="classarmnn_1_1_profiler_impl.xhtml#af556ae358458c476f8594b3bbb28d712">ProfilerImpl::EnableProfiling</a>(<span class="keywordtype">bool</span> enableProfiling)</div><div class="line"><a name="l00196"></a><span class="lineno"> 196</span>&#160;{</div><div class="line"><a name="l00197"></a><span class="lineno"> 197</span>&#160; <a class="code" href="classarmnn_1_1_profiler_impl.xhtml#a1b1892da2aaf7eaedaa38671d56b7f19">m_ProfilingEnabled</a> = enableProfiling;</div><div class="line"><a name="l00198"></a><span class="lineno"> 198</span>&#160;}</div><div class="line"><a name="l00199"></a><span class="lineno"> 199</span>&#160;</div><div class="line"><a name="l00200"></a><span class="lineno"><a class="line" href="classarmnn_1_1_profiler_impl.xhtml#a792e2891575052735a77a04475d1908f"> 200</a></span>&#160;<a class="code" href="classarmnn_1_1_event.xhtml">Event</a>* <a class="code" href="classarmnn_1_1_profiler_impl.xhtml#a792e2891575052735a77a04475d1908f">ProfilerImpl::BeginEvent</a>(<a class="code" href="classarmnn_1_1_i_profiler.xhtml">armnn::IProfiler</a>* profiler,</div><div class="line"><a name="l00201"></a><span class="lineno"> 201</span>&#160; <span class="keyword">const</span> <a class="code" href="classarmnn_1_1_backend_id.xhtml">BackendId</a>&amp; backendId,</div><div class="line"><a name="l00202"></a><span class="lineno"> 202</span>&#160; <span class="keyword">const</span> std::string&amp; label,</div><div class="line"><a name="l00203"></a><span class="lineno"> 203</span>&#160; std::vector&lt;InstrumentPtr&gt;&amp;&amp; instruments)</div><div class="line"><a name="l00204"></a><span class="lineno"> 204</span>&#160;{</div><div class="line"><a name="l00205"></a><span class="lineno"> 205</span>&#160; <a class="code" href="classarmnn_1_1_event.xhtml">Event</a>* parent = <a class="code" href="classarmnn_1_1_profiler_impl.xhtml#a7cccdda9e15c719d099c0699a14e5f87">m_Parents</a>.empty() ? nullptr : <a class="code" href="classarmnn_1_1_profiler_impl.xhtml#a7cccdda9e15c719d099c0699a14e5f87">m_Parents</a>.top();</div><div class="line"><a name="l00206"></a><span class="lineno"> 206</span>&#160; <a class="code" href="classarmnn_1_1_profiler_impl.xhtml#a6c8819e2b32bf401c10505919ad8368c">m_EventSequence</a>.push_back(std::make_unique&lt;Event&gt;(label, profiler, parent, backendId, std::move(instruments)));</div><div class="line"><a name="l00207"></a><span class="lineno"> 207</span>&#160; <a class="code" href="classarmnn_1_1_event.xhtml">Event</a>* <span class="keyword">event</span> = <a class="code" href="classarmnn_1_1_profiler_impl.xhtml#a6c8819e2b32bf401c10505919ad8368c">m_EventSequence</a>.back().get();</div><div class="line"><a name="l00208"></a><span class="lineno"> 208</span>&#160; <span class="keyword">event</span>-&gt;Start();</div><div class="line"><a name="l00209"></a><span class="lineno"> 209</span>&#160;</div><div class="line"><a name="l00210"></a><span class="lineno"> 210</span>&#160;<span class="preprocessor">#if ARMNN_STREAMLINE_ENABLED</span></div><div class="line"><a name="l00211"></a><span class="lineno"> 211</span>&#160; ANNOTATE_CHANNEL_COLOR(uint32_t(<a class="code" href="classarmnn_1_1_profiler_impl.xhtml#a7cccdda9e15c719d099c0699a14e5f87">m_Parents</a>.size()), <a class="code" href="classarmnn_1_1_profiler_impl.xhtml#ac2afea56b7e3ffcc81f49f15febf88f1">GetEventColor</a>(backendId), label.c_str());</div><div class="line"><a name="l00212"></a><span class="lineno"> 212</span>&#160;<span class="preprocessor">#endif</span></div><div class="line"><a name="l00213"></a><span class="lineno"> 213</span>&#160;</div><div class="line"><a name="l00214"></a><span class="lineno"> 214</span>&#160; <a class="code" href="classarmnn_1_1_profiler_impl.xhtml#a7cccdda9e15c719d099c0699a14e5f87">m_Parents</a>.push(event);</div><div class="line"><a name="l00215"></a><span class="lineno"> 215</span>&#160; <span class="keywordflow">return</span> event;</div><div class="line"><a name="l00216"></a><span class="lineno"> 216</span>&#160;}</div><div class="line"><a name="l00217"></a><span class="lineno"> 217</span>&#160;</div><div class="line"><a name="l00218"></a><span class="lineno"><a class="line" href="classarmnn_1_1_profiler_impl.xhtml#a8ed16398e69bb7b0625e3cf4a279b1f3"> 218</a></span>&#160;<span class="keywordtype">void</span> <a class="code" href="classarmnn_1_1_profiler_impl.xhtml#a8ed16398e69bb7b0625e3cf4a279b1f3">ProfilerImpl::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>&#160;{</div><div class="line"><a name="l00220"></a><span class="lineno"> 220</span>&#160; <span class="keyword">event</span>-&gt;Stop();</div><div class="line"><a name="l00221"></a><span class="lineno"> 221</span>&#160;</div><div class="line"><a name="l00222"></a><span class="lineno"> 222</span>&#160; <a class="code" href="_assert_8hpp.xhtml#a5698be69cbd5dfe6c28fcd9867e8cbed">ARMNN_ASSERT</a>(!<a class="code" href="classarmnn_1_1_profiler_impl.xhtml#a7cccdda9e15c719d099c0699a14e5f87">m_Parents</a>.empty());</div><div class="line"><a name="l00223"></a><span class="lineno"> 223</span>&#160; <a class="code" href="_assert_8hpp.xhtml#a5698be69cbd5dfe6c28fcd9867e8cbed">ARMNN_ASSERT</a>(event == <a class="code" href="classarmnn_1_1_profiler_impl.xhtml#a7cccdda9e15c719d099c0699a14e5f87">m_Parents</a>.top());</div><div class="line"><a name="l00224"></a><span class="lineno"> 224</span>&#160; <a class="code" href="classarmnn_1_1_profiler_impl.xhtml#a7cccdda9e15c719d099c0699a14e5f87">m_Parents</a>.pop();</div><div class="line"><a name="l00225"></a><span class="lineno"> 225</span>&#160;</div><div class="line"><a name="l00226"></a><span class="lineno"> 226</span>&#160; <a class="code" href="classarmnn_1_1_event.xhtml">Event</a>* parent = <a class="code" href="classarmnn_1_1_profiler_impl.xhtml#a7cccdda9e15c719d099c0699a14e5f87">m_Parents</a>.empty() ? nullptr : <a class="code" href="classarmnn_1_1_profiler_impl.xhtml#a7cccdda9e15c719d099c0699a14e5f87">m_Parents</a>.top();</div><div class="line"><a name="l00227"></a><span class="lineno"> 227</span>&#160; <a class="code" href="namespacearmnn.xhtml#a44affeeb090c3c6a3062830562672e84">IgnoreUnused</a>(parent);</div><div class="line"><a name="l00228"></a><span class="lineno"> 228</span>&#160; <a class="code" href="_assert_8hpp.xhtml#a5698be69cbd5dfe6c28fcd9867e8cbed">ARMNN_ASSERT</a>(event-&gt;<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>&#160;</div><div class="line"><a name="l00230"></a><span class="lineno"> 230</span>&#160;<span class="preprocessor">#if ARMNN_STREAMLINE_ENABLED</span></div><div class="line"><a name="l00231"></a><span class="lineno"> 231</span>&#160; ANNOTATE_CHANNEL_END(uint32_t(<a class="code" href="classarmnn_1_1_profiler_impl.xhtml#a7cccdda9e15c719d099c0699a14e5f87">m_Parents</a>.size()));</div><div class="line"><a name="l00232"></a><span class="lineno"> 232</span>&#160;<span class="preprocessor">#endif</span></div><div class="line"><a name="l00233"></a><span class="lineno"> 233</span>&#160;}</div><div class="line"><a name="l00234"></a><span class="lineno"> 234</span>&#160;</div><div class="line"><a name="l00235"></a><span class="lineno"><a class="line" href="namespacearmnn.xhtml#a20f74b679d59b52e9fae3bbef8f10ffb"> 235</a></span>&#160;<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>&#160;{</div><div class="line"><a name="l00237"></a><span class="lineno"> 237</span>&#160; <span class="keywordtype">int</span> level=0;</div><div class="line"><a name="l00238"></a><span class="lineno"> 238</span>&#160; <span class="keywordflow">while</span> (eventPtr != <span class="keyword">nullptr</span>)</div><div class="line"><a name="l00239"></a><span class="lineno"> 239</span>&#160; {</div><div class="line"><a name="l00240"></a><span class="lineno"> 240</span>&#160; eventPtr = eventPtr-&gt;<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>&#160; level++;</div><div class="line"><a name="l00242"></a><span class="lineno"> 242</span>&#160; }</div><div class="line"><a name="l00243"></a><span class="lineno"> 243</span>&#160; <span class="keywordflow">return</span> level;</div><div class="line"><a name="l00244"></a><span class="lineno"> 244</span>&#160;}</div><div class="line"><a name="l00245"></a><span class="lineno"> 245</span>&#160;</div><div class="line"><a name="l00246"></a><span class="lineno"><a class="line" href="classarmnn_1_1_profiler_impl.xhtml#a0cb1635481cd63529a53c7818b5b6f26"> 246</a></span>&#160;<span class="keywordtype">void</span> <a class="code" href="classarmnn_1_1_profiler_impl.xhtml#a0cb1635481cd63529a53c7818b5b6f26">ProfilerImpl::PopulateInferences</a>(std::vector&lt;const Event*&gt;&amp; outInferences, <span class="keywordtype">int</span>&amp; outBaseLevel)<span class="keyword"> const</span></div><div class="line"><a name="l00247"></a><span class="lineno"> 247</span>&#160;<span class="keyword"></span>{</div><div class="line"><a name="l00248"></a><span class="lineno"> 248</span>&#160; outInferences.reserve(<a class="code" href="classarmnn_1_1_profiler_impl.xhtml#a6c8819e2b32bf401c10505919ad8368c">m_EventSequence</a>.size());</div><div class="line"><a name="l00249"></a><span class="lineno"> 249</span>&#160; <span class="keywordflow">for</span> (<span class="keyword">const</span> <span class="keyword">auto</span>&amp; event : <a class="code" href="classarmnn_1_1_profiler_impl.xhtml#a6c8819e2b32bf401c10505919ad8368c">m_EventSequence</a>)</div><div class="line"><a name="l00250"></a><span class="lineno"> 250</span>&#160; {</div><div class="line"><a name="l00251"></a><span class="lineno"> 251</span>&#160; <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>&#160; <span class="keywordflow">if</span> (eventPtrRaw-&gt;<a class="code" href="classarmnn_1_1_event.xhtml#a55466a39638bb671b24a82941aa37d77">GetName</a>() == <span class="stringliteral">&quot;EnqueueWorkload&quot;</span>)</div><div class="line"><a name="l00253"></a><span class="lineno"> 253</span>&#160; {</div><div class="line"><a name="l00254"></a><span class="lineno"> 254</span>&#160; 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>&#160; outInferences.push_back(eventPtrRaw);</div><div class="line"><a name="l00256"></a><span class="lineno"> 256</span>&#160; }</div><div class="line"><a name="l00257"></a><span class="lineno"> 257</span>&#160; }</div><div class="line"><a name="l00258"></a><span class="lineno"> 258</span>&#160;}</div><div class="line"><a name="l00259"></a><span class="lineno"> 259</span>&#160;</div><div class="line"><a name="l00260"></a><span class="lineno"><a class="line" href="classarmnn_1_1_profiler_impl.xhtml#acf4d3bf8bcbc281fbff18a5d6ae41e20"> 260</a></span>&#160;<span class="keywordtype">void</span> <a class="code" href="classarmnn_1_1_profiler_impl.xhtml#acf4d3bf8bcbc281fbff18a5d6ae41e20">ProfilerImpl::PopulateDescendants</a>(std::map&lt;<span class="keyword">const</span> <a class="code" href="classarmnn_1_1_event.xhtml">Event</a>*, std::vector&lt;const Event*&gt;&gt;&amp; outDescendantsMap)<span class="keyword"> const</span></div><div class="line"><a name="l00261"></a><span class="lineno"> 261</span>&#160;<span class="keyword"></span>{</div><div class="line"><a name="l00262"></a><span class="lineno"> 262</span>&#160; <span class="keywordflow">for</span> (<span class="keyword">const</span> <span class="keyword">auto</span>&amp; event : <a class="code" href="classarmnn_1_1_profiler_impl.xhtml#a6c8819e2b32bf401c10505919ad8368c">m_EventSequence</a>)</div><div class="line"><a name="l00263"></a><span class="lineno"> 263</span>&#160; {</div><div class="line"><a name="l00264"></a><span class="lineno"> 264</span>&#160; <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>&#160; <span class="keyword">const</span> <a class="code" href="classarmnn_1_1_event.xhtml">Event</a>* parent = eventPtrRaw-&gt;<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>&#160;</div><div class="line"><a name="l00267"></a><span class="lineno"> 267</span>&#160; <span class="keywordflow">if</span> (!parent)</div><div class="line"><a name="l00268"></a><span class="lineno"> 268</span>&#160; {</div><div class="line"><a name="l00269"></a><span class="lineno"> 269</span>&#160; <span class="keywordflow">continue</span>;</div><div class="line"><a name="l00270"></a><span class="lineno"> 270</span>&#160; }</div><div class="line"><a name="l00271"></a><span class="lineno"> 271</span>&#160;</div><div class="line"><a name="l00272"></a><span class="lineno"> 272</span>&#160; <span class="keyword">auto</span> it = outDescendantsMap.find(parent);</div><div class="line"><a name="l00273"></a><span class="lineno"> 273</span>&#160; <span class="keywordflow">if</span> (it == outDescendantsMap.end())</div><div class="line"><a name="l00274"></a><span class="lineno"> 274</span>&#160; {</div><div class="line"><a name="l00275"></a><span class="lineno"> 275</span>&#160; outDescendantsMap.emplace(parent, std::vector&lt;const Event*&gt;({eventPtrRaw}));</div><div class="line"><a name="l00276"></a><span class="lineno"> 276</span>&#160; }</div><div class="line"><a name="l00277"></a><span class="lineno"> 277</span>&#160; <span class="keywordflow">else</span></div><div class="line"><a name="l00278"></a><span class="lineno"> 278</span>&#160; {</div><div class="line"><a name="l00279"></a><span class="lineno"> 279</span>&#160; it-&gt;second.push_back(eventPtrRaw);</div><div class="line"><a name="l00280"></a><span class="lineno"> 280</span>&#160; }</div><div class="line"><a name="l00281"></a><span class="lineno"> 281</span>&#160; }</div><div class="line"><a name="l00282"></a><span class="lineno"> 282</span>&#160;}</div><div class="line"><a name="l00283"></a><span class="lineno"> 283</span>&#160;</div><div class="line"><a name="l00284"></a><span class="lineno"> 284</span>&#160;</div><div class="line"><a name="l00285"></a><span class="lineno"><a class="line" href="namespacearmnn.xhtml#a50805c29c35b9903c2dea301d8091711"> 285</a></span>&#160;<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>&#160; <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>&#160; <a class="code" href="structarmnn_1_1_json_child_object.xhtml">JsonChildObject</a>&amp; parentObject,</div><div class="line"><a name="l00288"></a><span class="lineno"> 288</span>&#160; std::map&lt;<span class="keyword">const</span> <a class="code" href="classarmnn_1_1_event.xhtml">Event</a>*, std::vector&lt;const Event*&gt;&gt; descendantsMap)</div><div class="line"><a name="l00289"></a><span class="lineno"> 289</span>&#160;{</div><div class="line"><a name="l00290"></a><span class="lineno"> 290</span>&#160; <a class="code" href="_assert_8hpp.xhtml#a5698be69cbd5dfe6c28fcd9867e8cbed">ARMNN_ASSERT</a>(parentEvent);</div><div class="line"><a name="l00291"></a><span class="lineno"> 291</span>&#160; std::vector&lt;Measurement&gt; instrumentMeasurements = parentEvent-&gt;<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>&#160; <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>&#160; <span class="keywordflow">for</span>(<span class="keywordtype">size_t</span> measurementIndex = 0; measurementIndex &lt; instrumentMeasurements.size(); ++measurementIndex, ++childIdx)</div><div class="line"><a name="l00294"></a><span class="lineno"> 294</span>&#160; {</div><div class="line"><a name="l00295"></a><span class="lineno"> 295</span>&#160; <span class="keywordflow">if</span> (inferenceIndex == 0)</div><div class="line"><a name="l00296"></a><span class="lineno"> 296</span>&#160; {</div><div class="line"><a name="l00297"></a><span class="lineno"> 297</span>&#160; <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>&#160; <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>&#160; 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>&#160; 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>&#160;</div><div class="line"><a name="l00302"></a><span class="lineno"> 302</span>&#160; <a class="code" href="_assert_8hpp.xhtml#a5698be69cbd5dfe6c28fcd9867e8cbed">ARMNN_ASSERT</a>(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>&#160; 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>&#160; }</div><div class="line"><a name="l00305"></a><span class="lineno"> 305</span>&#160;</div><div class="line"><a name="l00306"></a><span class="lineno"> 306</span>&#160; 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>&#160; }</div><div class="line"><a name="l00308"></a><span class="lineno"> 308</span>&#160;</div><div class="line"><a name="l00309"></a><span class="lineno"> 309</span>&#160;</div><div class="line"><a name="l00310"></a><span class="lineno"> 310</span>&#160; <span class="keyword">auto</span> childEventsIt = descendantsMap.find(parentEvent);</div><div class="line"><a name="l00311"></a><span class="lineno"> 311</span>&#160; <span class="keywordflow">if</span> (childEventsIt != descendantsMap.end())</div><div class="line"><a name="l00312"></a><span class="lineno"> 312</span>&#160; {</div><div class="line"><a name="l00313"></a><span class="lineno"> 313</span>&#160; <span class="keywordflow">for</span> (<span class="keyword">auto</span> childEvent : childEventsIt-&gt;second)</div><div class="line"><a name="l00314"></a><span class="lineno"> 314</span>&#160; {</div><div class="line"><a name="l00315"></a><span class="lineno"> 315</span>&#160; <span class="keywordflow">if</span> (inferenceIndex == 0)</div><div class="line"><a name="l00316"></a><span class="lineno"> 316</span>&#160; {</div><div class="line"><a name="l00317"></a><span class="lineno"> 317</span>&#160; <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>&#160; <a class="code" href="structarmnn_1_1_json_child_object.xhtml">JsonChildObject</a> childObject{childEvent-&gt;GetName()};</div><div class="line"><a name="l00319"></a><span class="lineno"> 319</span>&#160; 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>&#160; 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>&#160; }</div><div class="line"><a name="l00322"></a><span class="lineno"> 322</span>&#160;</div><div class="line"><a name="l00323"></a><span class="lineno"> 323</span>&#160; <span class="comment">// Recursively process children. In reality this won&#39;t be very deep recursion. ~4-6 levels deep.</span></div><div class="line"><a name="l00324"></a><span class="lineno"> 324</span>&#160; <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>&#160;</div><div class="line"><a name="l00326"></a><span class="lineno"> 326</span>&#160; childIdx++;</div><div class="line"><a name="l00327"></a><span class="lineno"> 327</span>&#160; }</div><div class="line"><a name="l00328"></a><span class="lineno"> 328</span>&#160; }</div><div class="line"><a name="l00329"></a><span class="lineno"> 329</span>&#160;}</div><div class="line"><a name="l00330"></a><span class="lineno"> 330</span>&#160;</div><div class="line"><a name="l00331"></a><span class="lineno"><a class="line" href="classarmnn_1_1_profiler_impl.xhtml#a038bb767bbc6abc0ee0d9b509616b896"> 331</a></span>&#160;<span class="keywordtype">void</span> <a class="code" href="classarmnn_1_1_profiler_impl.xhtml#a038bb767bbc6abc0ee0d9b509616b896">ProfilerImpl::Print</a>(std::ostream&amp; outStream)<span class="keyword"> const</span></div><div class="line"><a name="l00332"></a><span class="lineno"> 332</span>&#160;<span class="keyword"></span>{</div><div class="line"><a name="l00333"></a><span class="lineno"> 333</span>&#160; <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>&#160; std::streamsize oldPrecision = outStream.precision();</div><div class="line"><a name="l00335"></a><span class="lineno"> 335</span>&#160; outStream.precision(6);</div><div class="line"><a name="l00336"></a><span class="lineno"> 336</span>&#160; std::ios_base::fmtflags oldFlags = outStream.flags();</div><div class="line"><a name="l00337"></a><span class="lineno"> 337</span>&#160; outStream.setf(std::ios::fixed);</div><div class="line"><a name="l00338"></a><span class="lineno"> 338</span>&#160; <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>&#160;</div><div class="line"><a name="l00340"></a><span class="lineno"> 340</span>&#160; <span class="comment">// First find all the &quot;inference&quot; Events and print out duration measurements.</span></div><div class="line"><a name="l00341"></a><span class="lineno"> 341</span>&#160; <span class="keywordtype">int</span> baseLevel = -1;</div><div class="line"><a name="l00342"></a><span class="lineno"> 342</span>&#160; std::vector&lt;const Event*&gt; inferences;</div><div class="line"><a name="l00343"></a><span class="lineno"> 343</span>&#160; <a class="code" href="classarmnn_1_1_profiler_impl.xhtml#a0cb1635481cd63529a53c7818b5b6f26">PopulateInferences</a>(inferences, baseLevel);</div><div class="line"><a name="l00344"></a><span class="lineno"> 344</span>&#160;</div><div class="line"><a name="l00345"></a><span class="lineno"> 345</span>&#160; <span class="comment">// Second map out descendants hierarchy</span></div><div class="line"><a name="l00346"></a><span class="lineno"> 346</span>&#160; std::map&lt;const Event*, std::vector&lt;const Event*&gt;&gt; descendantsMap;</div><div class="line"><a name="l00347"></a><span class="lineno"> 347</span>&#160; <a class="code" href="classarmnn_1_1_profiler_impl.xhtml#acf4d3bf8bcbc281fbff18a5d6ae41e20">PopulateDescendants</a>(descendantsMap);</div><div class="line"><a name="l00348"></a><span class="lineno"> 348</span>&#160;</div><div class="line"><a name="l00349"></a><span class="lineno"> 349</span>&#160; <a class="code" href="structarmnn_1_1_json_child_object.xhtml">JsonChildObject</a> inferenceObject{<span class="stringliteral">&quot;inference_measurements&quot;</span>};</div><div class="line"><a name="l00350"></a><span class="lineno"> 350</span>&#160; <a class="code" href="structarmnn_1_1_json_child_object.xhtml">JsonChildObject</a> layerObject{<span class="stringliteral">&quot;layer_measurements&quot;</span>};</div><div class="line"><a name="l00351"></a><span class="lineno"> 351</span>&#160; std::vector&lt;JsonChildObject&gt; workloadObjects;</div><div class="line"><a name="l00352"></a><span class="lineno"> 352</span>&#160; std::map&lt;unsigned int, std::vector&lt;JsonChildObject&gt;&gt; workloadToKernelObjects;</div><div class="line"><a name="l00353"></a><span class="lineno"> 353</span>&#160;</div><div class="line"><a name="l00354"></a><span class="lineno"> 354</span>&#160; <span class="keywordflow">for</span> (<span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> inferenceIndex = 0; inferenceIndex &lt; inferences.size(); ++inferenceIndex)</div><div class="line"><a name="l00355"></a><span class="lineno"> 355</span>&#160; {</div><div class="line"><a name="l00356"></a><span class="lineno"> 356</span>&#160; <span class="keyword">auto</span> inference = inferences[inferenceIndex];</div><div class="line"><a name="l00357"></a><span class="lineno"> 357</span>&#160; <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>&#160; }</div><div class="line"><a name="l00359"></a><span class="lineno"> 359</span>&#160;</div><div class="line"><a name="l00360"></a><span class="lineno"> 360</span>&#160; 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>&#160; 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>&#160;</div><div class="line"><a name="l00363"></a><span class="lineno"> 363</span>&#160; <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>&#160; <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>&#160; 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>&#160;</div><div class="line"><a name="l00367"></a><span class="lineno"> 367</span>&#160; <span class="comment">// end of ArmNN</span></div><div class="line"><a name="l00368"></a><span class="lineno"> 368</span>&#160; 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>&#160; 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>&#160;</div><div class="line"><a name="l00371"></a><span class="lineno"> 371</span>&#160; <span class="comment">// end of main JSON object</span></div><div class="line"><a name="l00372"></a><span class="lineno"> 372</span>&#160; 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>&#160; 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>&#160; 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>&#160;</div><div class="line"><a name="l00376"></a><span class="lineno"> 376</span>&#160; <span class="comment">// Restores previous precision settings.</span></div><div class="line"><a name="l00377"></a><span class="lineno"> 377</span>&#160; outStream.flags(oldFlags);</div><div class="line"><a name="l00378"></a><span class="lineno"> 378</span>&#160; outStream.precision(oldPrecision);</div><div class="line"><a name="l00379"></a><span class="lineno"> 379</span>&#160;}</div><div class="line"><a name="l00380"></a><span class="lineno"> 380</span>&#160;</div><div class="line"><a name="l00381"></a><span class="lineno"><a class="line" href="classarmnn_1_1_profiler_impl.xhtml#ac9f22844fb2e329ffd193f2d9a8ce336"> 381</a></span>&#160;<span class="keywordtype">void</span> <a class="code" href="classarmnn_1_1_profiler_impl.xhtml#ac9f22844fb2e329ffd193f2d9a8ce336">ProfilerImpl::AnalyzeEventsAndWriteResults</a>(std::ostream&amp; outStream)<span class="keyword"> const</span></div><div class="line"><a name="l00382"></a><span class="lineno"> 382</span>&#160;<span class="keyword"></span>{</div><div class="line"><a name="l00383"></a><span class="lineno"> 383</span>&#160; <span class="comment">// Stack should be empty now.</span></div><div class="line"><a name="l00384"></a><span class="lineno"> 384</span>&#160; <span class="keyword">const</span> <span class="keywordtype">bool</span> saneMarkerSequence = <a class="code" href="classarmnn_1_1_profiler_impl.xhtml#a7cccdda9e15c719d099c0699a14e5f87">m_Parents</a>.empty();</div><div class="line"><a name="l00385"></a><span class="lineno"> 385</span>&#160;</div><div class="line"><a name="l00386"></a><span class="lineno"> 386</span>&#160; <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>&#160; <span class="comment">// The stats cannot be trusted.</span></div><div class="line"><a name="l00388"></a><span class="lineno"> 388</span>&#160; <span class="keywordflow">if</span> (!saneMarkerSequence)</div><div class="line"><a name="l00389"></a><span class="lineno"> 389</span>&#160; {</div><div class="line"><a name="l00390"></a><span class="lineno"> 390</span>&#160; outStream &lt;&lt; <span class="stringliteral">&quot;Cannot write profiling stats. &quot;</span></div><div class="line"><a name="l00391"></a><span class="lineno"> 391</span>&#160; <span class="stringliteral">&quot;Unexpected errors were found when analyzing the sequence of logged events, which may lead to plainly &quot;</span></div><div class="line"><a name="l00392"></a><span class="lineno"> 392</span>&#160; <span class="stringliteral">&quot;wrong stats. The profiling system may contain implementation issues or could have been used in an &quot;</span></div><div class="line"><a name="l00393"></a><span class="lineno"> 393</span>&#160; <span class="stringliteral">&quot;unsafe manner.&quot;</span> &lt;&lt; std::endl;</div><div class="line"><a name="l00394"></a><span class="lineno"> 394</span>&#160; <span class="keywordflow">return</span>;</div><div class="line"><a name="l00395"></a><span class="lineno"> 395</span>&#160; }</div><div class="line"><a name="l00396"></a><span class="lineno"> 396</span>&#160;</div><div class="line"><a name="l00397"></a><span class="lineno"> 397</span>&#160; <span class="comment">// Analyzes the full sequence of events.</span></div><div class="line"><a name="l00398"></a><span class="lineno"> 398</span>&#160; <a class="code" href="classarmnn_1_1_profiler_impl.xhtml#ae9462da7222b5d3315271e64bae6740b">AnalyzeEventSequenceAndWriteResults</a>(<a class="code" href="classarmnn_1_1_profiler_impl.xhtml#a6c8819e2b32bf401c10505919ad8368c">m_EventSequence</a>.cbegin(),</div><div class="line"><a name="l00399"></a><span class="lineno"> 399</span>&#160; <a class="code" href="classarmnn_1_1_profiler_impl.xhtml#a6c8819e2b32bf401c10505919ad8368c">m_EventSequence</a>.cend(),</div><div class="line"><a name="l00400"></a><span class="lineno"> 400</span>&#160; outStream);</div><div class="line"><a name="l00401"></a><span class="lineno"> 401</span>&#160;</div><div class="line"><a name="l00402"></a><span class="lineno"> 402</span>&#160; <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>&#160; <span class="keywordflow">if</span> (g_AggregateProfilingEventsByInference)</div><div class="line"><a name="l00404"></a><span class="lineno"> 404</span>&#160; {</div><div class="line"><a name="l00405"></a><span class="lineno"> 405</span>&#160; outStream &lt;&lt; std::endl;</div><div class="line"><a name="l00406"></a><span class="lineno"> 406</span>&#160; outStream &lt;&lt; <span class="stringliteral">&quot;***&quot;</span> &lt;&lt; std::endl;</div><div class="line"><a name="l00407"></a><span class="lineno"> 407</span>&#160; outStream &lt;&lt; <span class="stringliteral">&quot;*** Per Inference Stats&quot;</span> &lt;&lt; std::endl;</div><div class="line"><a name="l00408"></a><span class="lineno"> 408</span>&#160; outStream &lt;&lt; <span class="stringliteral">&quot;***&quot;</span> &lt;&lt; std::endl;</div><div class="line"><a name="l00409"></a><span class="lineno"> 409</span>&#160; outStream &lt;&lt; std::endl;</div><div class="line"><a name="l00410"></a><span class="lineno"> 410</span>&#160;</div><div class="line"><a name="l00411"></a><span class="lineno"> 411</span>&#160; <span class="keywordtype">int</span> baseLevel = -1;</div><div class="line"><a name="l00412"></a><span class="lineno"> 412</span>&#160; std::vector&lt;const Event*&gt; inferences;</div><div class="line"><a name="l00413"></a><span class="lineno"> 413</span>&#160; <a class="code" href="classarmnn_1_1_profiler_impl.xhtml#a0cb1635481cd63529a53c7818b5b6f26">PopulateInferences</a>(inferences, baseLevel);</div><div class="line"><a name="l00414"></a><span class="lineno"> 414</span>&#160;</div><div class="line"><a name="l00415"></a><span class="lineno"> 415</span>&#160; <span class="comment">// Second map out descendants hierarchy</span></div><div class="line"><a name="l00416"></a><span class="lineno"> 416</span>&#160; std::map&lt;const Event*, std::vector&lt;const Event*&gt;&gt; descendantsMap;</div><div class="line"><a name="l00417"></a><span class="lineno"> 417</span>&#160; <a class="code" href="classarmnn_1_1_profiler_impl.xhtml#acf4d3bf8bcbc281fbff18a5d6ae41e20">PopulateDescendants</a>(descendantsMap);</div><div class="line"><a name="l00418"></a><span class="lineno"> 418</span>&#160;</div><div class="line"><a name="l00419"></a><span class="lineno"> 419</span>&#160; std::function&lt;void (const Event*, std::vector&lt;const Event*&gt;&amp;)&gt;</div><div class="line"><a name="l00420"></a><span class="lineno"> 420</span>&#160; FindDescendantEvents = [&amp;](<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>&#160; std::vector&lt;const Event*&gt;&amp; sequence)</div><div class="line"><a name="l00422"></a><span class="lineno"> 422</span>&#160; {</div><div class="line"><a name="l00423"></a><span class="lineno"> 423</span>&#160; sequence.push_back(eventPtr);</div><div class="line"><a name="l00424"></a><span class="lineno"> 424</span>&#160;</div><div class="line"><a name="l00425"></a><span class="lineno"> 425</span>&#160; <span class="keywordflow">if</span> (<a class="code" href="namespacearmnn.xhtml#a20f74b679d59b52e9fae3bbef8f10ffb">CalcLevel</a>(eventPtr) &gt; 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>&#160; {</div><div class="line"><a name="l00427"></a><span class="lineno"> 427</span>&#160; <span class="keywordflow">return</span>;</div><div class="line"><a name="l00428"></a><span class="lineno"> 428</span>&#160; }</div><div class="line"><a name="l00429"></a><span class="lineno"> 429</span>&#160;</div><div class="line"><a name="l00430"></a><span class="lineno"> 430</span>&#160; <span class="keyword">auto</span> children = descendantsMap.find(eventPtr);</div><div class="line"><a name="l00431"></a><span class="lineno"> 431</span>&#160; <span class="keywordflow">if</span> (children == descendantsMap.end())</div><div class="line"><a name="l00432"></a><span class="lineno"> 432</span>&#160; {</div><div class="line"><a name="l00433"></a><span class="lineno"> 433</span>&#160; <span class="keywordflow">return</span>;</div><div class="line"><a name="l00434"></a><span class="lineno"> 434</span>&#160; }</div><div class="line"><a name="l00435"></a><span class="lineno"> 435</span>&#160;</div><div class="line"><a name="l00436"></a><span class="lineno"> 436</span>&#160; <span class="keywordflow">if</span> (!(children-&gt;second.empty()))</div><div class="line"><a name="l00437"></a><span class="lineno"> 437</span>&#160; {</div><div class="line"><a name="l00438"></a><span class="lineno"> 438</span>&#160; <span class="keywordflow">return</span> FindDescendantEvents(children-&gt;second[0], sequence);</div><div class="line"><a name="l00439"></a><span class="lineno"> 439</span>&#160; }</div><div class="line"><a name="l00440"></a><span class="lineno"> 440</span>&#160; };</div><div class="line"><a name="l00441"></a><span class="lineno"> 441</span>&#160;</div><div class="line"><a name="l00442"></a><span class="lineno"> 442</span>&#160; <span class="comment">// Third, find events belonging to each inference</span></div><div class="line"><a name="l00443"></a><span class="lineno"> 443</span>&#160; <span class="keywordtype">int</span> inferenceIdx = 0;</div><div class="line"><a name="l00444"></a><span class="lineno"> 444</span>&#160; <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>&#160; {</div><div class="line"><a name="l00446"></a><span class="lineno"> 446</span>&#160; std::vector&lt;const Event*&gt; sequence;</div><div class="line"><a name="l00447"></a><span class="lineno"> 447</span>&#160;</div><div class="line"><a name="l00448"></a><span class="lineno"> 448</span>&#160; <span class="comment">//build sequence, depth first</span></div><div class="line"><a name="l00449"></a><span class="lineno"> 449</span>&#160; FindDescendantEvents(inference, sequence);</div><div class="line"><a name="l00450"></a><span class="lineno"> 450</span>&#160;</div><div class="line"><a name="l00451"></a><span class="lineno"> 451</span>&#160; outStream &lt;&lt; <span class="stringliteral">&quot;&gt; Begin Inference: &quot;</span> &lt;&lt; inferenceIdx &lt;&lt; std::endl;</div><div class="line"><a name="l00452"></a><span class="lineno"> 452</span>&#160; outStream &lt;&lt; std::endl;</div><div class="line"><a name="l00453"></a><span class="lineno"> 453</span>&#160; <a class="code" href="classarmnn_1_1_profiler_impl.xhtml#ae9462da7222b5d3315271e64bae6740b">AnalyzeEventSequenceAndWriteResults</a>(sequence.cbegin(),</div><div class="line"><a name="l00454"></a><span class="lineno"> 454</span>&#160; sequence.cend(),</div><div class="line"><a name="l00455"></a><span class="lineno"> 455</span>&#160; outStream);</div><div class="line"><a name="l00456"></a><span class="lineno"> 456</span>&#160; outStream &lt;&lt; std::endl;</div><div class="line"><a name="l00457"></a><span class="lineno"> 457</span>&#160; outStream &lt;&lt; <span class="stringliteral">&quot;&gt; End Inference: &quot;</span> &lt;&lt; inferenceIdx &lt;&lt; std::endl;</div><div class="line"><a name="l00458"></a><span class="lineno"> 458</span>&#160;</div><div class="line"><a name="l00459"></a><span class="lineno"> 459</span>&#160; inferenceIdx++;</div><div class="line"><a name="l00460"></a><span class="lineno"> 460</span>&#160; }</div><div class="line"><a name="l00461"></a><span class="lineno"> 461</span>&#160; }</div><div class="line"><a name="l00462"></a><span class="lineno"> 462</span>&#160;}</div><div class="line"><a name="l00463"></a><span class="lineno"> 463</span>&#160;</div><div class="line"><a name="l00464"></a><span class="lineno"><a class="line" href="classarmnn_1_1_profiler_impl.xhtml#ac2afea56b7e3ffcc81f49f15febf88f1"> 464</a></span>&#160;std::uint32_t <a class="code" href="classarmnn_1_1_profiler_impl.xhtml#ac2afea56b7e3ffcc81f49f15febf88f1">ProfilerImpl::GetEventColor</a>(<span class="keyword">const</span> <a class="code" href="classarmnn_1_1_backend_id.xhtml">BackendId</a>&amp; backendId)<span class="keyword"> const</span></div><div class="line"><a name="l00465"></a><span class="lineno"> 465</span>&#160;<span class="keyword"></span>{</div><div class="line"><a name="l00466"></a><span class="lineno"> 466</span>&#160; <span class="keyword">static</span> <a class="code" href="classarmnn_1_1_backend_id.xhtml">BackendId</a> cpuRef(<span class="stringliteral">&quot;CpuRef&quot;</span>);</div><div class="line"><a name="l00467"></a><span class="lineno"> 467</span>&#160; <span class="keyword">static</span> <a class="code" href="classarmnn_1_1_backend_id.xhtml">BackendId</a> cpuAcc(<span class="stringliteral">&quot;CpuAcc&quot;</span>);</div><div class="line"><a name="l00468"></a><span class="lineno"> 468</span>&#160; <span class="keyword">static</span> <a class="code" href="classarmnn_1_1_backend_id.xhtml">BackendId</a> gpuAcc(<span class="stringliteral">&quot;GpuAcc&quot;</span>);</div><div class="line"><a name="l00469"></a><span class="lineno"> 469</span>&#160; <span class="keywordflow">if</span> (backendId == cpuRef) {</div><div class="line"><a name="l00470"></a><span class="lineno"> 470</span>&#160; <span class="comment">// Cyan</span></div><div class="line"><a name="l00471"></a><span class="lineno"> 471</span>&#160; <span class="keywordflow">return</span> 0xffff001b;</div><div class="line"><a name="l00472"></a><span class="lineno"> 472</span>&#160; } <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>&#160; <span class="comment">// Green</span></div><div class="line"><a name="l00474"></a><span class="lineno"> 474</span>&#160; <span class="keywordflow">return</span> 0x00ff001b;</div><div class="line"><a name="l00475"></a><span class="lineno"> 475</span>&#160; } <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>&#160; <span class="comment">// Purple</span></div><div class="line"><a name="l00477"></a><span class="lineno"> 477</span>&#160; <span class="keywordflow">return</span> 0xff007f1b;</div><div class="line"><a name="l00478"></a><span class="lineno"> 478</span>&#160; } <span class="keywordflow">else</span> {</div><div class="line"><a name="l00479"></a><span class="lineno"> 479</span>&#160; <span class="comment">// Dark gray</span></div><div class="line"><a name="l00480"></a><span class="lineno"> 480</span>&#160; <span class="keywordflow">return</span> 0x5555551b;</div><div class="line"><a name="l00481"></a><span class="lineno"> 481</span>&#160; }</div><div class="line"><a name="l00482"></a><span class="lineno"> 482</span>&#160;}</div><div class="line"><a name="l00483"></a><span class="lineno"> 483</span>&#160;</div><div class="line"><a name="l00484"></a><span class="lineno"> 484</span>&#160;<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#acb96b901eccb58267042c6bb7d41185f"> 485</a></span>&#160;thread_local <a class="code" href="classarmnn_1_1_i_profiler.xhtml">IProfiler</a>* <a class="code" href="namespacearmnn.xhtml#acb96b901eccb58267042c6bb7d41185f">tl_Profiler</a> = <span class="keyword">nullptr</span>;</div><div class="line"><a name="l00486"></a><span class="lineno"> 486</span>&#160;</div><div class="line"><a name="l00487"></a><span class="lineno"> 487</span>&#160;</div><div class="line"><a name="l00488"></a><span class="lineno"> 488</span>&#160;</div><div class="line"><a name="l00489"></a><span class="lineno"><a class="line" href="classarmnn_1_1_profiler_manager.xhtml#a93857080c2523bf3395e7aa7e6024d5c"> 489</a></span>&#160;<a class="code" href="classarmnn_1_1_profiler_manager.xhtml">ProfilerManager</a>&amp; <a class="code" href="classarmnn_1_1_profiler_manager.xhtml#a93857080c2523bf3395e7aa7e6024d5c">ProfilerManager::GetInstance</a>()</div><div class="line"><a name="l00490"></a><span class="lineno"> 490</span>&#160;{</div><div class="line"><a name="l00491"></a><span class="lineno"> 491</span>&#160; <span class="comment">// Global reference to the single ProfileManager instance allowed.</span></div><div class="line"><a name="l00492"></a><span class="lineno"> 492</span>&#160; <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="l00493"></a><span class="lineno"> 493</span>&#160; <span class="keywordflow">return</span> s_ProfilerManager;</div><div class="line"><a name="l00494"></a><span class="lineno"> 494</span>&#160;}</div><div class="line"><a name="l00495"></a><span class="lineno"> 495</span>&#160;</div><div class="line"><a name="l00496"></a><span class="lineno"><a class="line" href="classarmnn_1_1_profiler_manager.xhtml#a7b1e3e5bf386004541be2b5b22443208"> 496</a></span>&#160;<span class="keywordtype">void</span> <a class="code" href="classarmnn_1_1_profiler_manager.xhtml#a7b1e3e5bf386004541be2b5b22443208">ProfilerManager::RegisterProfiler</a>(<a class="code" href="classarmnn_1_1_i_profiler.xhtml">IProfiler</a>* profiler)</div><div class="line"><a name="l00497"></a><span class="lineno"> 497</span>&#160;{</div><div class="line"><a name="l00498"></a><span class="lineno"> 498</span>&#160; tl_Profiler = profiler;</div><div class="line"><a name="l00499"></a><span class="lineno"> 499</span>&#160;}</div><div class="line"><a name="l00500"></a><span class="lineno"> 500</span>&#160;</div><div class="line"><a name="l00501"></a><span class="lineno"><a class="line" href="classarmnn_1_1_profiler_manager.xhtml#a3756986bc88b9b212d3f983c70c5c129"> 501</a></span>&#160;<a class="code" href="classarmnn_1_1_i_profiler.xhtml">IProfiler</a>* <a class="code" href="classarmnn_1_1_profiler_manager.xhtml#a3756986bc88b9b212d3f983c70c5c129">ProfilerManager::GetProfiler</a>()</div><div class="line"><a name="l00502"></a><span class="lineno"> 502</span>&#160;{</div><div class="line"><a name="l00503"></a><span class="lineno"> 503</span>&#160; <span class="keywordflow">return</span> <a class="code" href="namespacearmnn.xhtml#acb96b901eccb58267042c6bb7d41185f">tl_Profiler</a>;</div><div class="line"><a name="l00504"></a><span class="lineno"> 504</span>&#160;}</div><div class="line"><a name="l00505"></a><span class="lineno"> 505</span>&#160;</div><div class="line"><a name="l00506"></a><span class="lineno"> 506</span>&#160;</div><div class="line"><a name="l00507"></a><span class="lineno"><a class="line" href="classarmnn_1_1_i_profiler.xhtml#af556ae358458c476f8594b3bbb28d712"> 507</a></span>&#160;<span class="keywordtype">void</span> <a class="code" href="classarmnn_1_1_i_profiler.xhtml#af556ae358458c476f8594b3bbb28d712">IProfiler::EnableProfiling</a>(<span class="keywordtype">bool</span> enableProfiling)</div><div class="line"><a name="l00508"></a><span class="lineno"> 508</span>&#160;{</div><div class="line"><a name="l00509"></a><span class="lineno"> 509</span>&#160; pProfilerImpl-&gt;EnableProfiling(enableProfiling);</div><div class="line"><a name="l00510"></a><span class="lineno"> 510</span>&#160;}</div><div class="line"><a name="l00511"></a><span class="lineno"> 511</span>&#160;</div><div class="line"><a name="l00512"></a><span class="lineno"><a class="line" href="classarmnn_1_1_i_profiler.xhtml#aa5a25e3cf143724a9460c4aa9c47841b"> 512</a></span>&#160;<span class="keywordtype">bool</span> <a class="code" href="classarmnn_1_1_i_profiler.xhtml#aa5a25e3cf143724a9460c4aa9c47841b">IProfiler::IsProfilingEnabled</a>()</div><div class="line"><a name="l00513"></a><span class="lineno"> 513</span>&#160;{</div><div class="line"><a name="l00514"></a><span class="lineno"> 514</span>&#160; <span class="keywordflow">return</span> pProfilerImpl-&gt;IsProfilingEnabled();</div><div class="line"><a name="l00515"></a><span class="lineno"> 515</span>&#160;}</div><div class="line"><a name="l00516"></a><span class="lineno"> 516</span>&#160;</div><div class="line"><a name="l00517"></a><span class="lineno"><a class="line" href="classarmnn_1_1_i_profiler.xhtml#ac9f22844fb2e329ffd193f2d9a8ce336"> 517</a></span>&#160;<span class="keywordtype">void</span> <a class="code" href="classarmnn_1_1_i_profiler.xhtml#ac9f22844fb2e329ffd193f2d9a8ce336">IProfiler::AnalyzeEventsAndWriteResults</a>(std::ostream&amp; outStream)<span class="keyword"> const</span></div><div class="line"><a name="l00518"></a><span class="lineno"> 518</span>&#160;<span class="keyword"></span>{</div><div class="line"><a name="l00519"></a><span class="lineno"> 519</span>&#160; pProfilerImpl-&gt;AnalyzeEventsAndWriteResults(outStream);</div><div class="line"><a name="l00520"></a><span class="lineno"> 520</span>&#160;}</div><div class="line"><a name="l00521"></a><span class="lineno"> 521</span>&#160;</div><div class="line"><a name="l00522"></a><span class="lineno"><a class="line" href="classarmnn_1_1_i_profiler.xhtml#a038bb767bbc6abc0ee0d9b509616b896"> 522</a></span>&#160;<span class="keywordtype">void</span> <a class="code" href="classarmnn_1_1_i_profiler.xhtml#a038bb767bbc6abc0ee0d9b509616b896">IProfiler::Print</a>(std::ostream&amp; outStream)<span class="keyword"> const</span></div><div class="line"><a name="l00523"></a><span class="lineno"> 523</span>&#160;<span class="keyword"></span>{</div><div class="line"><a name="l00524"></a><span class="lineno"> 524</span>&#160; pProfilerImpl-&gt;Print(outStream);</div><div class="line"><a name="l00525"></a><span class="lineno"> 525</span>&#160;}</div><div class="line"><a name="l00526"></a><span class="lineno"> 526</span>&#160;</div><div class="line"><a name="l00527"></a><span class="lineno"> 527</span>&#160;<a class="code" href="classarmnn_1_1_event.xhtml">Event</a>* IProfiler::BeginEvent(<span class="keyword">const</span> <a class="code" href="classarmnn_1_1_backend_id.xhtml">BackendId</a>&amp; backendId,</div><div class="line"><a name="l00528"></a><span class="lineno"> 528</span>&#160; <span class="keyword">const</span> std::string&amp; label,</div><div class="line"><a name="l00529"></a><span class="lineno"> 529</span>&#160; std::vector&lt;InstrumentPtr&gt;&amp;&amp; instruments)</div><div class="line"><a name="l00530"></a><span class="lineno"> 530</span>&#160;{</div><div class="line"><a name="l00531"></a><span class="lineno"> 531</span>&#160; <span class="keywordflow">return</span> pProfilerImpl-&gt;BeginEvent(<span class="keyword">this</span>, backendId, label, std::move(instruments));</div><div class="line"><a name="l00532"></a><span class="lineno"> 532</span>&#160;}</div><div class="line"><a name="l00533"></a><span class="lineno"> 533</span>&#160;</div><div class="line"><a name="l00534"></a><span class="lineno"> 534</span>&#160;<a class="code" href="classarmnn_1_1_i_profiler.xhtml#a3e96ca374a63bd8547fe68a5d9809df7">IProfiler::~IProfiler</a>() = <span class="keywordflow">default</span>;</div><div class="line"><a name="l00535"></a><span class="lineno"><a class="line" href="classarmnn_1_1_i_profiler.xhtml#ac1f916bbd576830b5c35c9987581f301"> 535</a></span>&#160;<a class="code" href="classarmnn_1_1_i_profiler.xhtml#ac1f916bbd576830b5c35c9987581f301">IProfiler::IProfiler</a>() : pProfilerImpl(new <a class="code" href="classarmnn_1_1_profiler_impl.xhtml">ProfilerImpl</a>()) {};</div><div class="line"><a name="l00536"></a><span class="lineno"> 536</span>&#160;</div><div class="line"><a name="l00537"></a><span class="lineno"> 537</span>&#160;} <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 &amp; 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="_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#l00110">Profiling.cpp:110</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#l00042">Profiling.cpp:42</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 &amp;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_i_profiler_xhtml_ac1f916bbd576830b5c35c9987581f301"><div class="ttname"><a href="classarmnn_1_1_i_profiler.xhtml#ac1f916bbd576830b5c35c9987581f301">armnn::IProfiler::IProfiler</a></div><div class="ttdeci">IProfiler()</div><div class="ttdef"><b>Definition:</b> <a href="_profiling_8cpp_source.xhtml#l00535">Profiling.cpp:535</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_impl_xhtml_aa5a25e3cf143724a9460c4aa9c47841b"><div class="ttname"><a href="classarmnn_1_1_profiler_impl.xhtml#aa5a25e3cf143724a9460c4aa9c47841b">armnn::ProfilerImpl::IsProfilingEnabled</a></div><div class="ttdeci">bool IsProfilingEnabled()</div><div class="ttdef"><b>Definition:</b> <a href="_profiling_8cpp_source.xhtml#l00190">Profiling.cpp:190</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 &amp; GetInstance()</div><div class="ttdef"><b>Definition:</b> <a href="_profiling_8cpp_source.xhtml#l00489">Profiling.cpp:489</a></div></div>
+<div class="ttc" id="namespacearmnn_xhtml_a12d3ffe11b54c0aaa59bdd8415701c36"><div class="ttname"><a href="namespacearmnn.xhtml#a12d3ffe11b54c0aaa59bdd8415701c36">armnn::FindMeasurement</a></div><div class="ttdeci">Measurement FindMeasurement(const std::string &amp;name, const Event *event)</div><div class="ttdef"><b>Definition:</b> <a href="_profiling_8cpp_source.xhtml#l00044">Profiling.cpp:44</a></div></div>
+<div class="ttc" id="_cl_layer_tests_8cpp_xhtml_a2289f9e7fac0ce47801448e873b04303"><div class="ttname"><a href="_cl_layer_tests_8cpp.xhtml#a2289f9e7fac0ce47801448e873b04303">false</a></div><div class="ttdeci">DataLayout::NCHW false</div><div class="ttdef"><b>Definition:</b> <a href="_cl_layer_tests_8cpp_source.xhtml#l00135">ClLayerTests.cpp:135</a></div></div>
+<div class="ttc" id="classarmnn_1_1_profiler_impl_xhtml_ac2afea56b7e3ffcc81f49f15febf88f1"><div class="ttname"><a href="classarmnn_1_1_profiler_impl.xhtml#ac2afea56b7e3ffcc81f49f15febf88f1">armnn::ProfilerImpl::GetEventColor</a></div><div class="ttdeci">uint32_t GetEventColor(const BackendId &amp;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="namespacearmnn_xhtml_a1b90db39f6a9ebd11591e76fa364b06f"><div class="ttname"><a href="namespacearmnn.xhtml#a1b90db39f6a9ebd11591e76fa364b06f">armnn::FindKernelMeasurements</a></div><div class="ttdeci">std::vector&lt; Measurement &gt; FindKernelMeasurements(const Event *event)</div><div class="ttdef"><b>Definition:</b> <a href="_profiling_8cpp_source.xhtml#l00063">Profiling.cpp:63</a></div></div>
+<div class="ttc" id="classarmnn_1_1_i_profiler_xhtml_a038bb767bbc6abc0ee0d9b509616b896"><div class="ttname"><a href="classarmnn_1_1_i_profiler.xhtml#a038bb767bbc6abc0ee0d9b509616b896">armnn::IProfiler::Print</a></div><div class="ttdeci">void Print(std::ostream &amp;outStream) const</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#l00522">Profiling.cpp:522</a></div></div>
+<div class="ttc" id="structarmnn_1_1_profiler_impl_1_1_profiling_event_stats_xhtml_a987e938e13b0c6d0864b7473497816a2"><div class="ttname"><a href="structarmnn_1_1_profiler_impl_1_1_profiling_event_stats.xhtml#a987e938e13b0c6d0864b7473497816a2">armnn::ProfilerImpl::ProfilingEventStats::m_TotalMs</a></div><div class="ttdeci">double m_TotalMs</div><div class="ttdef"><b>Definition:</b> <a href="_profiling_8hpp_source.xhtml#l00071">Profiling.hpp:71</a></div></div>
+<div class="ttc" id="classarmnn_1_1_profiler_impl_xhtml_a0c14f9e9a75d1279acb6a4ea036b5b33"><div class="ttname"><a href="classarmnn_1_1_profiler_impl.xhtml#a0c14f9e9a75d1279acb6a4ea036b5b33">armnn::ProfilerImpl::CalculateProfilingEventStats</a></div><div class="ttdeci">std::map&lt; std::string, ProfilingEventStats &gt; CalculateProfilingEventStats() const</div><div class="ttdef"><b>Definition:</b> <a href="_profiling_8cpp_source.xhtml#l00083">Profiling.cpp:83</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_i_profiler_xhtml_ac9f22844fb2e329ffd193f2d9a8ce336"><div class="ttname"><a href="classarmnn_1_1_i_profiler.xhtml#ac9f22844fb2e329ffd193f2d9a8ce336">armnn::IProfiler::AnalyzeEventsAndWriteResults</a></div><div class="ttdeci">void AnalyzeEventsAndWriteResults(std::ostream &amp;outStream) const</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#l00517">Profiling.cpp:517</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 &amp; 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) 2021 ARM Limited and Contributors. </div><div class="ttdef"><b>Definition:</b> <a href="01__00__software__tools_8dox_source.xhtml#l00006">01_00_software_tools.dox:6</a></div></div>
+<div class="ttc" id="namespacearmnn_xhtml_a44affeeb090c3c6a3062830562672e84"><div class="ttname"><a href="namespacearmnn.xhtml#a44affeeb090c3c6a3062830562672e84">armnn::IgnoreUnused</a></div><div class="ttdeci">void IgnoreUnused(Ts &amp;&amp;...)</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_impl_xhtml_ae9462da7222b5d3315271e64bae6740b"><div class="ttname"><a href="classarmnn_1_1_profiler_impl.xhtml#ae9462da7222b5d3315271e64bae6740b">armnn::ProfilerImpl::AnalyzeEventSequenceAndWriteResults</a></div><div class="ttdeci">void AnalyzeEventSequenceAndWriteResults(EventIterType first, EventIterType last, std::ostream &amp;outStream) const</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_a3756986bc88b9b212d3f983c70c5c129"><div class="ttname"><a href="classarmnn_1_1_profiler_manager.xhtml#a3756986bc88b9b212d3f983c70c5c129">armnn::ProfilerManager::GetProfiler</a></div><div class="ttdeci">IProfiler * GetProfiler()</div><div class="ttdef"><b>Definition:</b> <a href="_profiling_8cpp_source.xhtml#l00501">Profiling.cpp:501</a></div></div>
+<div class="ttc" id="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_impl_xhtml_ac9f22844fb2e329ffd193f2d9a8ce336"><div class="ttname"><a href="classarmnn_1_1_profiler_impl.xhtml#ac9f22844fb2e329ffd193f2d9a8ce336">armnn::ProfilerImpl::AnalyzeEventsAndWriteResults</a></div><div class="ttdeci">void AnalyzeEventsAndWriteResults(std::ostream &amp;outStream) const</div><div class="ttdef"><b>Definition:</b> <a href="_profiling_8cpp_source.xhtml#l00381">Profiling.cpp:381</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&lt; Measurement &gt; 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="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 &amp;parentObject, std::map&lt; const Event *, std::vector&lt; const Event *&gt;&gt; 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_i_profiler_xhtml_af556ae358458c476f8594b3bbb28d712"><div class="ttname"><a href="classarmnn_1_1_i_profiler.xhtml#af556ae358458c476f8594b3bbb28d712">armnn::IProfiler::EnableProfiling</a></div><div class="ttdeci">void EnableProfiling(bool enableProfiling)</div><div class="ttdoc">Enables/disables profiling for this profiler. </div><div class="ttdef"><b>Definition:</b> <a href="_profiling_8cpp_source.xhtml#l00507">Profiling.cpp:507</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_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_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#l00030">Profiling.cpp:30</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_i_profiler_xhtml_aa5a25e3cf143724a9460c4aa9c47841b"><div class="ttname"><a href="classarmnn_1_1_i_profiler.xhtml#aa5a25e3cf143724a9460c4aa9c47841b">armnn::IProfiler::IsProfilingEnabled</a></div><div class="ttdeci">bool IsProfilingEnabled()</div><div class="ttdoc">Checks whether profiling is enabled. </div><div class="ttdef"><b>Definition:</b> <a href="_profiling_8cpp_source.xhtml#l00512">Profiling.cpp:512</a></div></div>
+<div class="ttc" id="classarmnn_1_1_profiler_manager_xhtml"><div class="ttname"><a href="classarmnn_1_1_profiler_manager.xhtml">armnn::ProfilerManager</a></div><div class="ttdef"><b>Definition:</b> <a href="_profiling_8hpp_source.xhtml#l00091">Profiling.hpp:91</a></div></div>
+<div class="ttc" id="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="_assert_8hpp_xhtml_a5698be69cbd5dfe6c28fcd9867e8cbed"><div class="ttname"><a href="_assert_8hpp.xhtml#a5698be69cbd5dfe6c28fcd9867e8cbed">ARMNN_ASSERT</a></div><div class="ttdeci">#define ARMNN_ASSERT(COND)</div><div class="ttdef"><b>Definition:</b> <a href="_assert_8hpp_source.xhtml#l00014">Assert.hpp:14</a></div></div>
+<div class="ttc" id="classarmnn_1_1_profiler_impl_xhtml_a8ed16398e69bb7b0625e3cf4a279b1f3"><div class="ttname"><a href="classarmnn_1_1_profiler_impl.xhtml#a8ed16398e69bb7b0625e3cf4a279b1f3">armnn::ProfilerImpl::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="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 &amp;object, size_t &amp;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="structarmnn_1_1_profiler_impl_1_1_profiling_event_stats_xhtml"><div class="ttname"><a href="structarmnn_1_1_profiler_impl_1_1_profiling_event_stats.xhtml">armnn::ProfilerImpl::ProfilingEventStats</a></div><div class="ttdef"><b>Definition:</b> <a href="_profiling_8hpp_source.xhtml#l00069">Profiling.hpp:69</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#l00033">Profiling.cpp:33</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#l00038">Profiling.cpp:38</a></div></div>
+<div class="ttc" id="classarmnn_1_1_i_profiler_xhtml"><div class="ttname"><a href="classarmnn_1_1_i_profiler.xhtml">armnn::IProfiler</a></div><div class="ttdef"><b>Definition:</b> <a href="_i_profiler_8hpp_source.xhtml#l00019">IProfiler.hpp:19</a></div></div>
+<div class="ttc" id="classarmnn_1_1_profiler_impl_xhtml_a038bb767bbc6abc0ee0d9b509616b896"><div class="ttname"><a href="classarmnn_1_1_profiler_impl.xhtml#a038bb767bbc6abc0ee0d9b509616b896">armnn::ProfilerImpl::Print</a></div><div class="ttdeci">void Print(std::ostream &amp;outStream) const</div><div class="ttdef"><b>Definition:</b> <a href="_profiling_8cpp_source.xhtml#l00331">Profiling.cpp:331</a></div></div>
+<div class="ttc" id="classarmnn_1_1_profiler_impl_xhtml_a792e2891575052735a77a04475d1908f"><div class="ttname"><a href="classarmnn_1_1_profiler_impl.xhtml#a792e2891575052735a77a04475d1908f">armnn::ProfilerImpl::BeginEvent</a></div><div class="ttdeci">Event * BeginEvent(armnn::IProfiler *profiler, const BackendId &amp;backendId, const std::string &amp;name, std::vector&lt; InstrumentPtr &gt; &amp;&amp;instruments)</div><div class="ttdef"><b>Definition:</b> <a href="_profiling_8cpp_source.xhtml#l00200">Profiling.cpp:200</a></div></div>
+<div class="ttc" id="classarmnn_1_1_profiler_impl_xhtml_a1b1892da2aaf7eaedaa38671d56b7f19"><div class="ttname"><a href="classarmnn_1_1_profiler_impl.xhtml#a1b1892da2aaf7eaedaa38671d56b7f19">armnn::ProfilerImpl::m_ProfilingEnabled</a></div><div class="ttdeci">bool m_ProfilingEnabled</div><div class="ttdef"><b>Definition:</b> <a href="_profiling_8hpp_source.xhtml#l00086">Profiling.hpp:86</a></div></div>
+<div class="ttc" id="_assert_8hpp_xhtml"><div class="ttname"><a href="_assert_8hpp.xhtml">Assert.hpp</a></div></div>
+<div class="ttc" id="classarmnn_1_1_profiler_manager_xhtml_a7b1e3e5bf386004541be2b5b22443208"><div class="ttname"><a href="classarmnn_1_1_profiler_manager.xhtml#a7b1e3e5bf386004541be2b5b22443208">armnn::ProfilerManager::RegisterProfiler</a></div><div class="ttdeci">void RegisterProfiler(IProfiler *profiler)</div><div class="ttdef"><b>Definition:</b> <a href="_profiling_8cpp_source.xhtml#l00496">Profiling.cpp:496</a></div></div>
+<div class="ttc" id="classarmnn_1_1_profiler_impl_xhtml_a6412388bcab05aee892066269fd4112d"><div class="ttname"><a href="classarmnn_1_1_profiler_impl.xhtml#a6412388bcab05aee892066269fd4112d">armnn::ProfilerImpl::~ProfilerImpl</a></div><div class="ttdeci">~ProfilerImpl()</div><div class="ttdef"><b>Definition:</b> <a href="_profiling_8cpp_source.xhtml#l00176">Profiling.cpp:176</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_profiler_impl_xhtml"><div class="ttname"><a href="classarmnn_1_1_profiler_impl.xhtml">armnn::ProfilerImpl</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="structarmnn_1_1_profiler_impl_1_1_profiling_event_stats_xhtml_acf82cb43aa8ac450a64249b1339edcd6"><div class="ttname"><a href="structarmnn_1_1_profiler_impl_1_1_profiling_event_stats.xhtml#acf82cb43aa8ac450a64249b1339edcd6">armnn::ProfilerImpl::ProfilingEventStats::m_MinMs</a></div><div class="ttdeci">double m_MinMs</div><div class="ttdef"><b>Definition:</b> <a href="_profiling_8hpp_source.xhtml#l00072">Profiling.hpp:72</a></div></div>
+<div class="ttc" id="structarmnn_1_1_profiler_impl_1_1_profiling_event_stats_xhtml_a7a2e04ecfcc33687bd52a9f57bb3c73b"><div class="ttname"><a href="structarmnn_1_1_profiler_impl_1_1_profiling_event_stats.xhtml#a7a2e04ecfcc33687bd52a9f57bb3c73b">armnn::ProfilerImpl::ProfilingEventStats::m_MaxMs</a></div><div class="ttdeci">double m_MaxMs</div><div class="ttdef"><b>Definition:</b> <a href="_profiling_8hpp_source.xhtml#l00073">Profiling.hpp:73</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 &amp; 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="structarmnn_1_1_profiler_impl_1_1_profiling_event_stats_xhtml_a1bf817b905316b6a2e823652eb156e5e"><div class="ttname"><a href="structarmnn_1_1_profiler_impl_1_1_profiling_event_stats.xhtml#a1bf817b905316b6a2e823652eb156e5e">armnn::ProfilerImpl::ProfilingEventStats::m_Count</a></div><div class="ttdeci">uint32_t m_Count</div><div class="ttdef"><b>Definition:</b> <a href="_profiling_8hpp_source.xhtml#l00074">Profiling.hpp:74</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="classarmnn_1_1_profiler_impl_xhtml_a0cb1635481cd63529a53c7818b5b6f26"><div class="ttname"><a href="classarmnn_1_1_profiler_impl.xhtml#a0cb1635481cd63529a53c7818b5b6f26">armnn::ProfilerImpl::PopulateInferences</a></div><div class="ttdeci">void PopulateInferences(std::vector&lt; const Event *&gt; &amp;outInferences, int &amp;outBaseLevel) const</div><div class="ttdef"><b>Definition:</b> <a href="_profiling_8cpp_source.xhtml#l00246">Profiling.cpp:246</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_profiler_impl_xhtml_a7cccdda9e15c719d099c0699a14e5f87"><div class="ttname"><a href="classarmnn_1_1_profiler_impl.xhtml#a7cccdda9e15c719d099c0699a14e5f87">armnn::ProfilerImpl::m_Parents</a></div><div class="ttdeci">std::stack&lt; Event * &gt; m_Parents</div><div class="ttdef"><b>Definition:</b> <a href="_profiling_8hpp_source.xhtml#l00084">Profiling.hpp:84</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="namespacearmnn_xhtml_acb96b901eccb58267042c6bb7d41185f"><div class="ttname"><a href="namespacearmnn.xhtml#acb96b901eccb58267042c6bb7d41185f">armnn::tl_Profiler</a></div><div class="ttdeci">thread_local IProfiler * 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="classarmnn_1_1_profiler_impl_xhtml_acf4d3bf8bcbc281fbff18a5d6ae41e20"><div class="ttname"><a href="classarmnn_1_1_profiler_impl.xhtml#acf4d3bf8bcbc281fbff18a5d6ae41e20">armnn::ProfilerImpl::PopulateDescendants</a></div><div class="ttdeci">void PopulateDescendants(std::map&lt; const Event *, std::vector&lt; const Event *&gt;&gt; &amp;outDescendantsMap) const</div><div class="ttdef"><b>Definition:</b> <a href="_profiling_8cpp_source.xhtml#l00260">Profiling.cpp:260</a></div></div>
+<div class="ttc" id="classarmnn_1_1_i_profiler_xhtml_a3e96ca374a63bd8547fe68a5d9809df7"><div class="ttname"><a href="classarmnn_1_1_i_profiler.xhtml#a3e96ca374a63bd8547fe68a5d9809df7">armnn::IProfiler::~IProfiler</a></div><div class="ttdeci">~IProfiler()</div></div>
+<div class="ttc" id="classarmnn_1_1_profiler_impl_xhtml_a6c8819e2b32bf401c10505919ad8368c"><div class="ttname"><a href="classarmnn_1_1_profiler_impl.xhtml#a6c8819e2b32bf401c10505919ad8368c">armnn::ProfilerImpl::m_EventSequence</a></div><div class="ttdeci">std::vector&lt; EventPtr &gt; m_EventSequence</div><div class="ttdef"><b>Definition:</b> <a href="_profiling_8hpp_source.xhtml#l00085">Profiling.hpp:85</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_profiler_impl_xhtml_ab4a49101468246556a6652cedaa8d2f7"><div class="ttname"><a href="classarmnn_1_1_profiler_impl.xhtml#ab4a49101468246556a6652cedaa8d2f7">armnn::ProfilerImpl::ProfilerImpl</a></div><div class="ttdeci">ProfilerImpl()</div><div class="ttdef"><b>Definition:</b> <a href="_profiling_8cpp_source.xhtml#l00165">Profiling.cpp:165</a></div></div>
+<div class="ttc" id="classarmnn_1_1_profiler_impl_xhtml_af556ae358458c476f8594b3bbb28d712"><div class="ttname"><a href="classarmnn_1_1_profiler_impl.xhtml#af556ae358458c476f8594b3bbb28d712">armnn::ProfilerImpl::EnableProfiling</a></div><div class="ttdeci">void EnableProfiling(bool enableProfiling)</div><div class="ttdef"><b>Definition:</b> <a href="_profiling_8cpp_source.xhtml#l00195">Profiling.cpp:195</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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