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<a href="_profiler_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 (c) 2017 ARM Limited.</span></div><div class="line"><a name="l00003"></a><span class="lineno"> 3</span>&#160;<span class="comment"> *</span></div><div class="line"><a name="l00004"></a><span class="lineno"> 4</span>&#160;<span class="comment"> * SPDX-License-Identifier: MIT</span></div><div class="line"><a name="l00005"></a><span class="lineno"> 5</span>&#160;<span class="comment"> *</span></div><div class="line"><a name="l00006"></a><span class="lineno"> 6</span>&#160;<span class="comment"> * Permission is hereby granted, free of charge, to any person obtaining a copy</span></div><div class="line"><a name="l00007"></a><span class="lineno"> 7</span>&#160;<span class="comment"> * of this software and associated documentation files (the &quot;Software&quot;), to</span></div><div class="line"><a name="l00008"></a><span class="lineno"> 8</span>&#160;<span class="comment"> * deal in the Software without restriction, including without limitation the</span></div><div class="line"><a name="l00009"></a><span class="lineno"> 9</span>&#160;<span class="comment"> * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or</span></div><div class="line"><a name="l00010"></a><span class="lineno"> 10</span>&#160;<span class="comment"> * sell copies of the Software, and to permit persons to whom the Software is</span></div><div class="line"><a name="l00011"></a><span class="lineno"> 11</span>&#160;<span class="comment"> * furnished to do so, subject to the following conditions:</span></div><div class="line"><a name="l00012"></a><span class="lineno"> 12</span>&#160;<span class="comment"> *</span></div><div class="line"><a name="l00013"></a><span class="lineno"> 13</span>&#160;<span class="comment"> * The above copyright notice and this permission notice shall be included in all</span></div><div class="line"><a name="l00014"></a><span class="lineno"> 14</span>&#160;<span class="comment"> * copies or substantial portions of the Software.</span></div><div class="line"><a name="l00015"></a><span class="lineno"> 15</span>&#160;<span class="comment"> *</span></div><div class="line"><a name="l00016"></a><span class="lineno"> 16</span>&#160;<span class="comment"> * THE SOFTWARE IS PROVIDED &quot;AS IS&quot;, WITHOUT WARRANTY OF ANY KIND, EXPRESS OR</span></div><div class="line"><a name="l00017"></a><span class="lineno"> 17</span>&#160;<span class="comment"> * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,</span></div><div class="line"><a name="l00018"></a><span class="lineno"> 18</span>&#160;<span class="comment"> * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE</span></div><div class="line"><a name="l00019"></a><span class="lineno"> 19</span>&#160;<span class="comment"> * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER</span></div><div class="line"><a name="l00020"></a><span class="lineno"> 20</span>&#160;<span class="comment"> * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,</span></div><div class="line"><a name="l00021"></a><span class="lineno"> 21</span>&#160;<span class="comment"> * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE</span></div><div class="line"><a name="l00022"></a><span class="lineno"> 22</span>&#160;<span class="comment"> * SOFTWARE.</span></div><div class="line"><a name="l00023"></a><span class="lineno"> 23</span>&#160;<span class="comment"> */</span></div><div class="line"><a name="l00024"></a><span class="lineno"> 24</span>&#160;<span class="preprocessor">#include &quot;<a class="code" href="_profiler_8h.xhtml">Profiler.h</a>&quot;</span></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;<span class="preprocessor">#include &lt;iostream&gt;</span></div><div class="line"><a name="l00027"></a><span class="lineno"> 27</span>&#160;<span class="preprocessor">#include &lt;utility&gt;</span></div><div class="line"><a name="l00028"></a><span class="lineno"> 28</span>&#160;</div><div class="line"><a name="l00029"></a><span class="lineno"> 29</span>&#160;<span class="keyword">namespace </span><a class="code" href="namespacearm__compute.xhtml">arm_compute</a></div><div class="line"><a name="l00030"></a><span class="lineno"> 30</span>&#160;{</div><div class="line"><a name="l00031"></a><span class="lineno"> 31</span>&#160;<span class="keyword">namespace </span>test</div><div class="line"><a name="l00032"></a><span class="lineno"> 32</span>&#160;{</div><div class="line"><a name="l00033"></a><span class="lineno"> 33</span>&#160;<span class="keyword">namespace </span>benchmark</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"><a class="line" href="classarm__compute_1_1test_1_1benchmark_1_1_profiler.xhtml#afb11c32e4053f95d69d90aa4c9ee4cf9"> 35</a></span>&#160;<span class="keywordtype">void</span> <a class="code" href="classarm__compute_1_1test_1_1benchmark_1_1_profiler.xhtml#afb11c32e4053f95d69d90aa4c9ee4cf9">Profiler::add</a>(<span class="keyword">const</span> std::shared_ptr&lt;Instrument&gt; &amp;instrument)</div><div class="line"><a name="l00036"></a><span class="lineno"> 36</span>&#160;{</div><div class="line"><a name="l00037"></a><span class="lineno"> 37</span>&#160; _instruments.push_back(instrument);</div><div class="line"><a name="l00038"></a><span class="lineno"> 38</span>&#160;}</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"><a class="line" href="classarm__compute_1_1test_1_1benchmark_1_1_profiler.xhtml#a60de64d75454385b23995437f1d72669"> 40</a></span>&#160;<span class="keywordtype">void</span> <a class="code" href="classarm__compute_1_1test_1_1benchmark_1_1_profiler.xhtml#a60de64d75454385b23995437f1d72669">Profiler::start</a>()</div><div class="line"><a name="l00041"></a><span class="lineno"> 41</span>&#160;{</div><div class="line"><a name="l00042"></a><span class="lineno"> 42</span>&#160; <span class="keywordflow">for</span>(<span class="keyword">auto</span> &amp;instrument : _instruments)</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"> 44</span>&#160; instrument-&gt;start();</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;</div><div class="line"><a name="l00048"></a><span class="lineno"><a class="line" href="classarm__compute_1_1test_1_1benchmark_1_1_profiler.xhtml#a8c528baf37154d347366083f0f816846"> 48</a></span>&#160;<span class="keywordtype">void</span> <a class="code" href="classarm__compute_1_1test_1_1benchmark_1_1_profiler.xhtml#a8c528baf37154d347366083f0f816846">Profiler::stop</a>()</div><div class="line"><a name="l00049"></a><span class="lineno"> 49</span>&#160;{</div><div class="line"><a name="l00050"></a><span class="lineno"> 50</span>&#160; <span class="keywordflow">for</span>(<span class="keyword">auto</span> &amp;instrument : _instruments)</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; instrument-&gt;stop();</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;</div><div class="line"><a name="l00055"></a><span class="lineno"> 55</span>&#160; <span class="keywordflow">for</span>(<span class="keyword">const</span> <span class="keyword">auto</span> &amp;instrument : _instruments)</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; _measurements[instrument-&gt;id()].push_back(*instrument-&gt;get_measurement());</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;}</div><div class="line"><a name="l00060"></a><span class="lineno"> 60</span>&#160;</div><div class="line"><a name="l00061"></a><span class="lineno"><a class="line" href="classarm__compute_1_1test_1_1benchmark_1_1_profiler.xhtml#a2740d2aac8e38e66b5cdfe8a15efbb92"> 61</a></span>&#160;<span class="keywordtype">void</span> <a class="code" href="classarm__compute_1_1test_1_1benchmark_1_1_profiler.xhtml#a2740d2aac8e38e66b5cdfe8a15efbb92">Profiler::submit</a>(::benchmark::State &amp;<a class="code" href="benchmark_2_c_l_2_activation_layer_8cpp.xhtml#a7ff4fc3bbf305206c6f2b97d4e6681a0">state</a>)</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"> 63</span>&#160; <span class="keywordflow">for</span>(<span class="keyword">auto</span> &amp;instrument : _measurements)</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; <span class="keywordtype">double</span> sum_values = <a class="code" href="accumulate_8cl.xhtml#a00e540076dd545ad59ac7482f8cdf514">std::accumulate</a>(instrument.second.begin(), instrument.second.end(), 0.);</div><div class="line"><a name="l00066"></a><span class="lineno"> 66</span>&#160; <span class="keywordtype">size_t</span> num_values = instrument.second.size();</div><div class="line"><a name="l00067"></a><span class="lineno"> 67</span>&#160;</div><div class="line"><a name="l00068"></a><span class="lineno"> 68</span>&#160; <span class="keywordflow">if</span>(num_values &gt; 2)</div><div class="line"><a name="l00069"></a><span class="lineno"> 69</span>&#160; {</div><div class="line"><a name="l00070"></a><span class="lineno"> 70</span>&#160; <span class="keyword">auto</span> minmax_values = std::minmax_element(instrument.second.begin(), instrument.second.end());</div><div class="line"><a name="l00071"></a><span class="lineno"> 71</span>&#160; state.counters[instrument.first + <span class="stringliteral">&quot;_min&quot;</span>] = *minmax_values.first;</div><div class="line"><a name="l00072"></a><span class="lineno"> 72</span>&#160; state.counters[instrument.first + <span class="stringliteral">&quot;_max&quot;</span>] = *minmax_values.second;</div><div class="line"><a name="l00073"></a><span class="lineno"> 73</span>&#160; sum_values -= *minmax_values.first + *minmax_values.second;</div><div class="line"><a name="l00074"></a><span class="lineno"> 74</span>&#160; num_values -= 2;</div><div class="line"><a name="l00075"></a><span class="lineno"> 75</span>&#160; }</div><div class="line"><a name="l00076"></a><span class="lineno"> 76</span>&#160; state.counters[instrument.first] = sum_values / num_values;</div><div class="line"><a name="l00077"></a><span class="lineno"> 77</span>&#160; instrument.second.clear();</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;</div><div class="line"><a name="l00081"></a><span class="lineno"><a class="line" href="classarm__compute_1_1test_1_1benchmark_1_1_profiler.xhtml#a89d7c3c7bab828a9e87e23b269935ee4"> 81</a></span>&#160;<span class="keyword">const</span> <a class="code" href="classarm__compute_1_1test_1_1benchmark_1_1_profiler.xhtml#ab9ddc98666376697dd8845d4eef4f77d">Profiler::MeasurementsMap</a> &amp;<a class="code" href="classarm__compute_1_1test_1_1benchmark_1_1_profiler.xhtml#a89d7c3c7bab828a9e87e23b269935ee4">Profiler::measurements</a>()<span class="keyword"> const</span></div><div class="line"><a name="l00082"></a><span class="lineno"> 82</span>&#160;<span class="keyword"></span>{</div><div class="line"><a name="l00083"></a><span class="lineno"> 83</span>&#160; <span class="keywordflow">return</span> _measurements;</div><div class="line"><a name="l00084"></a><span class="lineno"> 84</span>&#160;}</div><div class="line"><a name="l00085"></a><span class="lineno"> 85</span>&#160;} <span class="comment">// namespace benchmark</span></div><div class="line"><a name="l00086"></a><span class="lineno"> 86</span>&#160;} <span class="comment">// namespace test</span></div><div class="line"><a name="l00087"></a><span class="lineno"> 87</span>&#160;} <span class="comment">// namespace arm_compute</span></div><div class="ttc" id="classarm__compute_1_1test_1_1benchmark_1_1_profiler_xhtml_ab9ddc98666376697dd8845d4eef4f77d"><div class="ttname"><a href="classarm__compute_1_1test_1_1benchmark_1_1_profiler.xhtml#ab9ddc98666376697dd8845d4eef4f77d">arm_compute::test::benchmark::Profiler::MeasurementsMap</a></div><div class="ttdeci">std::map&lt; std::string, std::vector&lt; double &gt;&gt; MeasurementsMap</div><div class="ttdoc">Mapping from instrument ids to their measurements. </div><div class="ttdef"><b>Definition:</b> <a href="_profiler_8h_source.xhtml#l00046">Profiler.h:46</a></div></div>
<div class="ttc" id="_profiler_8h_xhtml"><div class="ttname"><a href="_profiler_8h.xhtml">Profiler.h</a></div></div>
<div class="ttc" id="classarm__compute_1_1test_1_1benchmark_1_1_profiler_xhtml_a8c528baf37154d347366083f0f816846"><div class="ttname"><a href="classarm__compute_1_1test_1_1benchmark_1_1_profiler.xhtml#a8c528baf37154d347366083f0f816846">arm_compute::test::benchmark::Profiler::stop</a></div><div class="ttdeci">void stop()</div><div class="ttdoc">Stop all added instruments. </div><div class="ttdef"><b>Definition:</b> <a href="_profiler_8cpp_source.xhtml#l00048">Profiler.cpp:48</a></div></div>
<div class="ttc" id="namespacearm__compute_xhtml"><div class="ttname"><a href="namespacearm__compute.xhtml">arm_compute</a></div><div class="ttdef"><b>Definition:</b> <a href="01__library_8dox_source.xhtml#l00001">01_library.dox:1</a></div></div>
<div class="ttc" id="benchmark_2_c_l_2_activation_layer_8cpp_xhtml_a7ff4fc3bbf305206c6f2b97d4e6681a0"><div class="ttname"><a href="benchmark_2_c_l_2_activation_layer_8cpp.xhtml#a7ff4fc3bbf305206c6f2b97d4e6681a0">state</a></div><div class="ttdeci">::benchmark::State &amp; state</div><div class="ttdef"><b>Definition:</b> <a href="benchmark_2_c_l_2_activation_layer_8cpp_source.xhtml#l00057">ActivationLayer.cpp:57</a></div></div>
<div class="ttc" id="classarm__compute_1_1test_1_1benchmark_1_1_profiler_xhtml_afb11c32e4053f95d69d90aa4c9ee4cf9"><div class="ttname"><a href="classarm__compute_1_1test_1_1benchmark_1_1_profiler.xhtml#afb11c32e4053f95d69d90aa4c9ee4cf9">arm_compute::test::benchmark::Profiler::add</a></div><div class="ttdeci">void add(const std::shared_ptr&lt; Instrument &gt; &amp;instrument)</div><div class="ttdoc">Add instrument to the performance montior. </div><div class="ttdef"><b>Definition:</b> <a href="_profiler_8cpp_source.xhtml#l00035">Profiler.cpp:35</a></div></div>
<div class="ttc" id="accumulate_8cl_xhtml_a00e540076dd545ad59ac7482f8cdf514"><div class="ttname"><a href="accumulate_8cl.xhtml#a00e540076dd545ad59ac7482f8cdf514">accumulate</a></div><div class="ttdeci">__kernel void accumulate(__global uchar *input_ptr, uint input_stride_x, uint input_step_x, uint input_stride_y, uint input_step_y, uint input_offset_first_element_in_bytes, __global uchar *accu_ptr, uint accu_stride_x, uint accu_step_x, uint accu_stride_y, uint accu_step_y, uint accu_offset_first_element_in_bytes)</div><div class="ttdoc">This function accumulates an input image into output image. </div><div class="ttdef"><b>Definition:</b> <a href="accumulate_8cl_source.xhtml#l00041">accumulate.cl:41</a></div></div>
<div class="ttc" id="classarm__compute_1_1test_1_1benchmark_1_1_profiler_xhtml_a2740d2aac8e38e66b5cdfe8a15efbb92"><div class="ttname"><a href="classarm__compute_1_1test_1_1benchmark_1_1_profiler.xhtml#a2740d2aac8e38e66b5cdfe8a15efbb92">arm_compute::test::benchmark::Profiler::submit</a></div><div class="ttdeci">void submit(::benchmark::State &amp;state)</div><div class="ttdoc">Commit all measured values to the current active test. </div><div class="ttdef"><b>Definition:</b> <a href="_profiler_8cpp_source.xhtml#l00061">Profiler.cpp:61</a></div></div>
<div class="ttc" id="classarm__compute_1_1test_1_1benchmark_1_1_profiler_xhtml_a89d7c3c7bab828a9e87e23b269935ee4"><div class="ttname"><a href="classarm__compute_1_1test_1_1benchmark_1_1_profiler.xhtml#a89d7c3c7bab828a9e87e23b269935ee4">arm_compute::test::benchmark::Profiler::measurements</a></div><div class="ttdeci">const MeasurementsMap &amp; measurements() const </div><div class="ttdoc">Return measurements for all instruments. </div><div class="ttdef"><b>Definition:</b> <a href="_profiler_8cpp_source.xhtml#l00081">Profiler.cpp:81</a></div></div>
<div class="ttc" id="classarm__compute_1_1test_1_1benchmark_1_1_profiler_xhtml_a60de64d75454385b23995437f1d72669"><div class="ttname"><a href="classarm__compute_1_1test_1_1benchmark_1_1_profiler.xhtml#a60de64d75454385b23995437f1d72669">arm_compute::test::benchmark::Profiler::start</a></div><div class="ttdeci">void start()</div><div class="ttdoc">Start all added instruments to measure performance. </div><div class="ttdef"><b>Definition:</b> <a href="_profiler_8cpp_source.xhtml#l00040">Profiler.cpp:40</a></div></div>
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