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<div class="title">MemoryStrategyBenchmark.cpp</div> </div>
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<a href="_memory_strategy_benchmark_8cpp.xhtml">Go to the documentation of this file.</a><div class="fragment"><div class="line"><a name="l00001"></a><span class="lineno"> 1</span> <span class="comment">//</span></div><div class="line"><a name="l00002"></a><span class="lineno"> 2</span> <span class="comment">// Copyright © 2021 Arm Ltd and Contributors. All rights reserved.</span></div><div class="line"><a name="l00003"></a><span class="lineno"> 3</span> <span class="comment">// SPDX-License-Identifier: MIT</span></div><div class="line"><a name="l00004"></a><span class="lineno"> 4</span> <span class="comment">//</span></div><div class="line"><a name="l00005"></a><span class="lineno"> 5</span> <span class="preprocessor">#include "<a class="code" href="_test_blocks_8hpp.xhtml">TestBlocks.hpp</a>"</span></div><div class="line"><a name="l00006"></a><span class="lineno"> 6</span> <span class="preprocessor">#include "<a class="code" href="_test_strategy_8hpp.xhtml">TestStrategy.hpp</a>"</span></div><div class="line"><a name="l00007"></a><span class="lineno"> 7</span> </div><div class="line"><a name="l00008"></a><span class="lineno"> 8</span> <span class="preprocessor">#include <<a class="code" href="_i_memory_optimizer_strategy_8hpp.xhtml">IMemoryOptimizerStrategy.hpp</a>></span></div><div class="line"><a name="l00009"></a><span class="lineno"> 9</span> <span class="preprocessor">#include <<a class="code" href="_memory_optimizer_strategy_library_8hpp.xhtml">MemoryOptimizerStrategyLibrary.hpp</a>></span></div><div class="line"><a name="l00010"></a><span class="lineno"> 10</span> <span class="preprocessor">#include <<a class="code" href="_strategy_validator_8hpp.xhtml">strategies/StrategyValidator.hpp</a>></span></div><div class="line"><a name="l00011"></a><span class="lineno"> 11</span> </div><div class="line"><a name="l00012"></a><span class="lineno"> 12</span> </div><div class="line"><a name="l00013"></a><span class="lineno"> 13</span> <span class="preprocessor">#include <cxxopts.hpp></span></div><div class="line"><a name="l00014"></a><span class="lineno"> 14</span> </div><div class="line"><a name="l00015"></a><span class="lineno"> 15</span> <span class="preprocessor">#include <iostream></span></div><div class="line"><a name="l00016"></a><span class="lineno"> 16</span> <span class="preprocessor">#include <algorithm></span></div><div class="line"><a name="l00017"></a><span class="lineno"> 17</span> <span class="preprocessor">#include <iomanip></span></div><div class="line"><a name="l00018"></a><span class="lineno"> 18</span> </div><div class="line"><a name="l00019"></a><span class="lineno"> 19</span> std::vector<TestBlock> <a class="code" href="_memory_strategy_benchmark_8cpp.xhtml#adc52beddceb881571b92eb68f3b51e2a">testBlocks</a></div><div class="line"><a name="l00020"></a><span class="lineno"><a class="line" href="_memory_strategy_benchmark_8cpp.xhtml#adc52beddceb881571b92eb68f3b51e2a"> 20</a></span> {</div><div class="line"><a name="l00021"></a><span class="lineno"> 21</span>  {<span class="stringliteral">"fsrcnn"</span>, <a class="code" href="_test_mem_blocks_8hpp.xhtml#a47acdd93d9b2b0720f859f143a8e906c">fsrcnn</a>},</div><div class="line"><a name="l00022"></a><span class="lineno"> 22</span>  {<span class="stringliteral">"inceptionv4"</span>, <a class="code" href="_test_blocks_8hpp.xhtml#ae6a8359e2eeae9e4f9ba8f7e5b4a6b14">inceptionv4</a>},</div><div class="line"><a name="l00023"></a><span class="lineno"> 23</span>  {<span class="stringliteral">"deeplabv3"</span>, <a class="code" href="_test_blocks_8hpp.xhtml#a4ece78d38e9bb9b6b6cd572e8120e060">deeplabv3</a>},</div><div class="line"><a name="l00024"></a><span class="lineno"> 24</span>  {<span class="stringliteral">"deepspeechv1"</span>, <a class="code" href="_test_blocks_8hpp.xhtml#a2a4f771d8fc0318a90f24231711b83d3">deepspeechv1</a>},</div><div class="line"><a name="l00025"></a><span class="lineno"> 25</span>  {<span class="stringliteral">"mobilebert"</span>, <a class="code" href="_test_blocks_8hpp.xhtml#adb8fcff7cd5ba4c0ea2c2c119644ef81">mobilebert</a>},</div><div class="line"><a name="l00026"></a><span class="lineno"> 26</span>  {<span class="stringliteral">"ssd_mobilenetv2"</span>, <a class="code" href="_test_blocks_8hpp.xhtml#ae70bd5443fa2fe1ab18ae13e13d9e28e">ssd_mobilenetv2</a>},</div><div class="line"><a name="l00027"></a><span class="lineno"> 27</span>  {<span class="stringliteral">"resnetv2"</span>, <a class="code" href="_test_blocks_8hpp.xhtml#a6e13d448d7280ceeda463399718a0bf9">resnetv2</a>},</div><div class="line"><a name="l00028"></a><span class="lineno"> 28</span>  {<span class="stringliteral">"yolov3"</span>,<a class="code" href="namespaceyolov3.xhtml">yolov3</a>}</div><div class="line"><a name="l00029"></a><span class="lineno"> 29</span> };</div><div class="line"><a name="l00030"></a><span class="lineno"> 30</span> </div><div class="line"><a name="l00031"></a><span class="lineno"><a class="line" href="_memory_strategy_benchmark_8cpp.xhtml#aef11c2de26ec45a5411b95e448682c52"> 31</a></span> <span class="keywordtype">void</span> <a class="code" href="_memory_strategy_benchmark_8cpp.xhtml#aef11c2de26ec45a5411b95e448682c52">PrintModels</a>()</div><div class="line"><a name="l00032"></a><span class="lineno"> 32</span> {</div><div class="line"><a name="l00033"></a><span class="lineno"> 33</span>  std::cout << <span class="stringliteral">"Available models:\n"</span>;</div><div class="line"><a name="l00034"></a><span class="lineno"> 34</span>  <span class="keywordflow">for</span> (<span class="keyword">const</span> <span class="keyword">auto</span>& model : <a class="code" href="_memory_strategy_benchmark_8cpp.xhtml#adc52beddceb881571b92eb68f3b51e2a">testBlocks</a>)</div><div class="line"><a name="l00035"></a><span class="lineno"> 35</span>  {</div><div class="line"><a name="l00036"></a><span class="lineno"> 36</span>  std::cout << model.m_Name << <span class="stringliteral">"\n"</span>;</div><div class="line"><a name="l00037"></a><span class="lineno"> 37</span>  }</div><div class="line"><a name="l00038"></a><span class="lineno"> 38</span>  std::cout << <span class="stringliteral">"\n"</span>;</div><div class="line"><a name="l00039"></a><span class="lineno"> 39</span> }</div><div class="line"><a name="l00040"></a><span class="lineno"> 40</span> </div><div class="line"><a name="l00041"></a><span class="lineno"><a class="line" href="_memory_strategy_benchmark_8cpp.xhtml#ac54ec5e4de9e73260e2b2ab90c554427"> 41</a></span> <span class="keywordtype">size_t</span> <a class="code" href="_memory_strategy_benchmark_8cpp.xhtml#ac54ec5e4de9e73260e2b2ab90c554427">GetMinPossibleMemorySize</a>(<span class="keyword">const</span> std::vector<armnn::MemBlock>& blocks)</div><div class="line"><a name="l00042"></a><span class="lineno"> 42</span> {</div><div class="line"><a name="l00043"></a><span class="lineno"> 43</span>  <span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> maxLifetime = 0;</div><div class="line"><a name="l00044"></a><span class="lineno"> 44</span>  <span class="keywordflow">for</span> (<span class="keyword">auto</span>& block: blocks)</div><div class="line"><a name="l00045"></a><span class="lineno"> 45</span>  {</div><div class="line"><a name="l00046"></a><span class="lineno"> 46</span>  maxLifetime = std::max(maxLifetime, block.m_EndOfLife);</div><div class="line"><a name="l00047"></a><span class="lineno"> 47</span>  }</div><div class="line"><a name="l00048"></a><span class="lineno"> 48</span>  maxLifetime++;</div><div class="line"><a name="l00049"></a><span class="lineno"> 49</span> </div><div class="line"><a name="l00050"></a><span class="lineno"> 50</span>  std::vector<size_t> lifetimes(maxLifetime);</div><div class="line"><a name="l00051"></a><span class="lineno"> 51</span>  <span class="keywordflow">for</span> (<span class="keyword">const</span> <span class="keyword">auto</span>& block : blocks)</div><div class="line"><a name="l00052"></a><span class="lineno"> 52</span>  {</div><div class="line"><a name="l00053"></a><span class="lineno"> 53</span>  <span class="keywordflow">for</span> (<span class="keyword">auto</span> lifetime = block.m_StartOfLife; lifetime <= block.m_EndOfLife; ++lifetime)</div><div class="line"><a name="l00054"></a><span class="lineno"> 54</span>  {</div><div class="line"><a name="l00055"></a><span class="lineno"> 55</span>  lifetimes[lifetime] += block.m_MemSize;</div><div class="line"><a name="l00056"></a><span class="lineno"> 56</span>  }</div><div class="line"><a name="l00057"></a><span class="lineno"> 57</span>  }</div><div class="line"><a name="l00058"></a><span class="lineno"> 58</span>  <span class="keywordflow">return</span> *std::max_element(lifetimes.begin(), lifetimes.end());</div><div class="line"><a name="l00059"></a><span class="lineno"> 59</span> }</div><div class="line"><a name="l00060"></a><span class="lineno"> 60</span> </div><div class="line"><a name="l00061"></a><span class="lineno"><a class="line" href="_memory_strategy_benchmark_8cpp.xhtml#aba6eebd2d3373afeccede4b25c53a360"> 61</a></span> <span class="keywordtype">void</span> <a class="code" href="_memory_strategy_benchmark_8cpp.xhtml#aba6eebd2d3373afeccede4b25c53a360">RunBenchmark</a>(<a class="code" href="classarmnn_1_1_i_memory_optimizer_strategy.xhtml">armnn::IMemoryOptimizerStrategy</a>* strategy, std::vector<TestBlock>* models)</div><div class="line"><a name="l00062"></a><span class="lineno"> 62</span> {</div><div class="line"><a name="l00063"></a><span class="lineno"> 63</span>  <span class="keyword">using</span> Clock = std::chrono::high_resolution_clock;</div><div class="line"><a name="l00064"></a><span class="lineno"> 64</span>  <span class="keywordtype">float</span> avgEfficiency = 0;</div><div class="line"><a name="l00065"></a><span class="lineno"> 65</span>  std::chrono::duration<double, std::milli> avgDuration{};</div><div class="line"><a name="l00066"></a><span class="lineno"> 66</span>  std::cout << <span class="stringliteral">"\nMemory Strategy: "</span> << strategy-><a class="code" href="classarmnn_1_1_i_memory_optimizer_strategy.xhtml#a46f9918b14061163f435d80860b02b56">GetName</a>()<< <span class="stringliteral">"\n"</span>;</div><div class="line"><a name="l00067"></a><span class="lineno"> 67</span>  std::cout << <span class="stringliteral">"===============================================\n"</span>;</div><div class="line"><a name="l00068"></a><span class="lineno"> 68</span>  <span class="keywordflow">for</span> (<span class="keyword">auto</span>& model : *models)</div><div class="line"><a name="l00069"></a><span class="lineno"> 69</span>  {</div><div class="line"><a name="l00070"></a><span class="lineno"> 70</span>  <span class="keyword">auto</span> now = Clock::now();</div><div class="line"><a name="l00071"></a><span class="lineno"> 71</span>  <span class="keyword">const</span> std::vector<armnn::MemBin> result = strategy-><a class="code" href="classarmnn_1_1_i_memory_optimizer_strategy.xhtml#a1a9447457df9be8f8186fe73bba4cb72">Optimize</a>(model.m_Blocks);</div><div class="line"><a name="l00072"></a><span class="lineno"> 72</span>  <span class="keyword">auto</span> duration = std::chrono::duration<double, std::milli>(Clock::now() - now);</div><div class="line"><a name="l00073"></a><span class="lineno"> 73</span> </div><div class="line"><a name="l00074"></a><span class="lineno"> 74</span>  avgDuration += duration;</div><div class="line"><a name="l00075"></a><span class="lineno"> 75</span>  <span class="keywordtype">size_t</span> memoryUsage = 0;</div><div class="line"><a name="l00076"></a><span class="lineno"> 76</span>  <span class="keywordflow">for</span> (<span class="keyword">auto</span> bin : result)</div><div class="line"><a name="l00077"></a><span class="lineno"> 77</span>  {</div><div class="line"><a name="l00078"></a><span class="lineno"> 78</span>  memoryUsage += bin.m_MemSize;</div><div class="line"><a name="l00079"></a><span class="lineno"> 79</span>  }</div><div class="line"><a name="l00080"></a><span class="lineno"> 80</span>  <span class="keywordtype">size_t</span> minSize = <a class="code" href="_memory_strategy_benchmark_8cpp.xhtml#ac54ec5e4de9e73260e2b2ab90c554427">GetMinPossibleMemorySize</a>(model.m_Blocks);</div><div class="line"><a name="l00081"></a><span class="lineno"> 81</span> </div><div class="line"><a name="l00082"></a><span class="lineno"> 82</span>  <span class="keywordtype">float</span> efficiency = <span class="keyword">static_cast<</span><span class="keywordtype">float</span><span class="keyword">></span>(minSize) / static_cast<float>(memoryUsage);</div><div class="line"><a name="l00083"></a><span class="lineno"> 83</span>  efficiency*=100;</div><div class="line"><a name="l00084"></a><span class="lineno"> 84</span>  avgEfficiency += efficiency;</div><div class="line"><a name="l00085"></a><span class="lineno"> 85</span>  std::cout << <span class="stringliteral">"\nModel: "</span> << model.m_Name << <span class="stringliteral">"\n"</span>;</div><div class="line"><a name="l00086"></a><span class="lineno"> 86</span> </div><div class="line"><a name="l00087"></a><span class="lineno"> 87</span>  std::cout << <span class="stringliteral">"Strategy execution time: "</span> << std::setprecision(4) << duration.count() << <span class="stringliteral">" milliseconds\n"</span>;</div><div class="line"><a name="l00088"></a><span class="lineno"> 88</span> </div><div class="line"><a name="l00089"></a><span class="lineno"> 89</span>  std::cout << <span class="stringliteral">"Memory usage: "</span> << memoryUsage/1024 << <span class="stringliteral">" kb\n"</span>;</div><div class="line"><a name="l00090"></a><span class="lineno"> 90</span> </div><div class="line"><a name="l00091"></a><span class="lineno"> 91</span>  std::cout << <span class="stringliteral">"Minimum possible usage: "</span> << minSize/1024 << <span class="stringliteral">" kb\n"</span>;</div><div class="line"><a name="l00092"></a><span class="lineno"> 92</span> </div><div class="line"><a name="l00093"></a><span class="lineno"> 93</span>  std::cout << <span class="stringliteral">"Memory efficiency: "</span> << std::setprecision(3) << efficiency << <span class="stringliteral">"%\n"</span>;</div><div class="line"><a name="l00094"></a><span class="lineno"> 94</span>  }</div><div class="line"><a name="l00095"></a><span class="lineno"> 95</span> </div><div class="line"><a name="l00096"></a><span class="lineno"> 96</span>  avgDuration/= <span class="keyword">static_cast<</span><span class="keywordtype">double</span><span class="keyword">></span>(models->size());</div><div class="line"><a name="l00097"></a><span class="lineno"> 97</span>  avgEfficiency/= <span class="keyword">static_cast<</span><span class="keywordtype">float</span><span class="keyword">></span>(models->size());</div><div class="line"><a name="l00098"></a><span class="lineno"> 98</span> </div><div class="line"><a name="l00099"></a><span class="lineno"> 99</span>  std::cout << <span class="stringliteral">"\n===============================================\n"</span>;</div><div class="line"><a name="l00100"></a><span class="lineno"> 100</span>  std::cout << <span class="stringliteral">"Average memory duration: "</span> << std::setprecision(4) << avgDuration.count() << <span class="stringliteral">" milliseconds\n"</span>;</div><div class="line"><a name="l00101"></a><span class="lineno"> 101</span>  std::cout << <span class="stringliteral">"Average memory efficiency: "</span> << std::setprecision(3) << avgEfficiency << <span class="stringliteral">"%\n"</span>;</div><div class="line"><a name="l00102"></a><span class="lineno"> 102</span> }</div><div class="line"><a name="l00103"></a><span class="lineno"> 103</span> </div><div class="line"><a name="l00104"></a><span class="lineno"> 104</span> <span class="keyword">struct </span>BenchmarkOptions</div><div class="line"><a name="l00105"></a><span class="lineno"> 105</span> {</div><div class="line"><a name="l00106"></a><span class="lineno"> 106</span>  std::string m_StrategyName;</div><div class="line"><a name="l00107"></a><span class="lineno"> 107</span>  std::string m_ModelName;</div><div class="line"><a name="l00108"></a><span class="lineno"> 108</span>  <span class="keywordtype">bool</span> m_UseDefaultStrategy = <span class="keyword">false</span>;</div><div class="line"><a name="l00109"></a><span class="lineno"> 109</span>  <span class="keywordtype">bool</span> m_Validate = <span class="keyword">false</span>;</div><div class="line"><a name="l00110"></a><span class="lineno"> 110</span> };</div><div class="line"><a name="l00111"></a><span class="lineno"> 111</span> </div><div class="line"><a name="l00112"></a><span class="lineno"><a class="line" href="_memory_strategy_benchmark_8cpp.xhtml#a091ff67b5c74f7926c85b5487645dddf"> 112</a></span> BenchmarkOptions <a class="code" href="_memory_strategy_benchmark_8cpp.xhtml#a091ff67b5c74f7926c85b5487645dddf">ParseOptions</a>(<span class="keywordtype">int</span> argc, <span class="keywordtype">char</span>* argv[])</div><div class="line"><a name="l00113"></a><span class="lineno"> 113</span> {</div><div class="line"><a name="l00114"></a><span class="lineno"> 114</span>  cxxopts::Options options(<span class="stringliteral">"Memory Benchmark"</span>, <span class="stringliteral">"Tests memory optimization strategies on different models"</span>);</div><div class="line"><a name="l00115"></a><span class="lineno"> 115</span> </div><div class="line"><a name="l00116"></a><span class="lineno"> 116</span>  options.add_options()</div><div class="line"><a name="l00117"></a><span class="lineno"> 117</span>  (<span class="stringliteral">"s, strategy"</span>, <span class="stringliteral">"Strategy name, do not specify to use default strategy"</span>, cxxopts::value<std::string>())</div><div class="line"><a name="l00118"></a><span class="lineno"> 118</span>  (<span class="stringliteral">"m, model"</span>, <span class="stringliteral">"Model name"</span>, cxxopts::value<std::string>())</div><div class="line"><a name="l00119"></a><span class="lineno"> 119</span>  (<span class="stringliteral">"v, validate"</span>, <span class="stringliteral">"Validate strategy"</span>, cxxopts::value<bool>()->default_value(<span class="stringliteral">"false"</span>)->implicit_value(<span class="stringliteral">"true"</span>))</div><div class="line"><a name="l00120"></a><span class="lineno"> 120</span>  (<span class="stringliteral">"h,help"</span>, <span class="stringliteral">"Display usage information"</span>);</div><div class="line"><a name="l00121"></a><span class="lineno"> 121</span> </div><div class="line"><a name="l00122"></a><span class="lineno"> 122</span>  <span class="keyword">auto</span> result = options.parse(argc, argv);</div><div class="line"><a name="l00123"></a><span class="lineno"> 123</span>  <span class="keywordflow">if</span> (result.count(<span class="stringliteral">"help"</span>))</div><div class="line"><a name="l00124"></a><span class="lineno"> 124</span>  {</div><div class="line"><a name="l00125"></a><span class="lineno"> 125</span>  std::cout << options.help() << std::endl;</div><div class="line"><a name="l00126"></a><span class="lineno"> 126</span>  <a class="code" href="_memory_strategy_benchmark_8cpp.xhtml#aef11c2de26ec45a5411b95e448682c52">PrintModels</a>();</div><div class="line"><a name="l00127"></a><span class="lineno"> 127</span> </div><div class="line"><a name="l00128"></a><span class="lineno"> 128</span>  std::cout << <span class="stringliteral">"\nAvailable strategies:\n"</span>;</div><div class="line"><a name="l00129"></a><span class="lineno"> 129</span> </div><div class="line"><a name="l00130"></a><span class="lineno"> 130</span>  <span class="keywordflow">for</span> (<span class="keyword">const</span> <span class="keyword">auto</span>& s :<a class="code" href="namespacearmnn.xhtml#aedc54936fd5ebb2d5697c8001532401a">armnn::GetMemoryOptimizerStrategyNames</a>())</div><div class="line"><a name="l00131"></a><span class="lineno"> 131</span>  {</div><div class="line"><a name="l00132"></a><span class="lineno"> 132</span>  std::cout << s << <span class="stringliteral">"\n"</span>;</div><div class="line"><a name="l00133"></a><span class="lineno"> 133</span>  }</div><div class="line"><a name="l00134"></a><span class="lineno"> 134</span>  exit(EXIT_SUCCESS);</div><div class="line"><a name="l00135"></a><span class="lineno"> 135</span>  }</div><div class="line"><a name="l00136"></a><span class="lineno"> 136</span> </div><div class="line"><a name="l00137"></a><span class="lineno"> 137</span>  BenchmarkOptions benchmarkOptions;</div><div class="line"><a name="l00138"></a><span class="lineno"> 138</span> </div><div class="line"><a name="l00139"></a><span class="lineno"> 139</span>  <span class="keywordflow">if</span>(result.count(<span class="stringliteral">"strategy"</span>))</div><div class="line"><a name="l00140"></a><span class="lineno"> 140</span>  {</div><div class="line"><a name="l00141"></a><span class="lineno"> 141</span>  benchmarkOptions.m_StrategyName = result[<span class="stringliteral">"strategy"</span>].as<std::string>();</div><div class="line"><a name="l00142"></a><span class="lineno"> 142</span>  }</div><div class="line"><a name="l00143"></a><span class="lineno"> 143</span>  <span class="keywordflow">else</span></div><div class="line"><a name="l00144"></a><span class="lineno"> 144</span>  {</div><div class="line"><a name="l00145"></a><span class="lineno"> 145</span>  std::cout << <span class="stringliteral">"No Strategy given, using default strategy"</span>;</div><div class="line"><a name="l00146"></a><span class="lineno"> 146</span> </div><div class="line"><a name="l00147"></a><span class="lineno"> 147</span>  benchmarkOptions.m_UseDefaultStrategy = <span class="keyword">true</span>;</div><div class="line"><a name="l00148"></a><span class="lineno"> 148</span>  }</div><div class="line"><a name="l00149"></a><span class="lineno"> 149</span> </div><div class="line"><a name="l00150"></a><span class="lineno"> 150</span>  <span class="keywordflow">if</span>(result.count(<span class="stringliteral">"model"</span>))</div><div class="line"><a name="l00151"></a><span class="lineno"> 151</span>  {</div><div class="line"><a name="l00152"></a><span class="lineno"> 152</span>  benchmarkOptions.m_ModelName = result[<span class="stringliteral">"model"</span>].as<std::string>();</div><div class="line"><a name="l00153"></a><span class="lineno"> 153</span>  }</div><div class="line"><a name="l00154"></a><span class="lineno"> 154</span> </div><div class="line"><a name="l00155"></a><span class="lineno"> 155</span>  benchmarkOptions.m_Validate = result[<span class="stringliteral">"validate"</span>].as<<span class="keywordtype">bool</span>>();</div><div class="line"><a name="l00156"></a><span class="lineno"> 156</span> </div><div class="line"><a name="l00157"></a><span class="lineno"> 157</span>  <span class="keywordflow">return</span> benchmarkOptions;</div><div class="line"><a name="l00158"></a><span class="lineno"> 158</span> }</div><div class="line"><a name="l00159"></a><span class="lineno"> 159</span> </div><div class="line"><a name="l00160"></a><span class="lineno"><a class="line" href="_memory_strategy_benchmark_8cpp.xhtml#a0ddf1224851353fc92bfbff6f499fa97"> 160</a></span> <span class="keywordtype">int</span> <a class="code" href="_memory_strategy_benchmark_8cpp.xhtml#a0ddf1224851353fc92bfbff6f499fa97">main</a>(<span class="keywordtype">int</span> argc, <span class="keywordtype">char</span>* argv[])</div><div class="line"><a name="l00161"></a><span class="lineno"> 161</span> {</div><div class="line"><a name="l00162"></a><span class="lineno"> 162</span>  BenchmarkOptions benchmarkOptions = <a class="code" href="_memory_strategy_benchmark_8cpp.xhtml#a091ff67b5c74f7926c85b5487645dddf">ParseOptions</a>(argc, argv);</div><div class="line"><a name="l00163"></a><span class="lineno"> 163</span> </div><div class="line"><a name="l00164"></a><span class="lineno"> 164</span>  std::shared_ptr<armnn::IMemoryOptimizerStrategy> strategy;</div><div class="line"><a name="l00165"></a><span class="lineno"> 165</span> </div><div class="line"><a name="l00166"></a><span class="lineno"> 166</span>  <span class="keywordflow">if</span> (benchmarkOptions.m_UseDefaultStrategy)</div><div class="line"><a name="l00167"></a><span class="lineno"> 167</span>  {</div><div class="line"><a name="l00168"></a><span class="lineno"> 168</span>  strategy = std::make_shared<armnn::TestStrategy>();</div><div class="line"><a name="l00169"></a><span class="lineno"> 169</span>  }</div><div class="line"><a name="l00170"></a><span class="lineno"> 170</span>  <span class="keywordflow">else</span></div><div class="line"><a name="l00171"></a><span class="lineno"> 171</span>  {</div><div class="line"><a name="l00172"></a><span class="lineno"> 172</span>  strategy = <a class="code" href="namespacearmnn.xhtml#a7c8192a429fc68220e4fc308062a02ba">armnn::GetMemoryOptimizerStrategy</a>(benchmarkOptions.m_StrategyName);</div><div class="line"><a name="l00173"></a><span class="lineno"> 173</span> </div><div class="line"><a name="l00174"></a><span class="lineno"> 174</span>  <span class="keywordflow">if</span> (!strategy)</div><div class="line"><a name="l00175"></a><span class="lineno"> 175</span>  {</div><div class="line"><a name="l00176"></a><span class="lineno"> 176</span>  std::cout << <span class="stringliteral">"Strategy name not found\n"</span>;</div><div class="line"><a name="l00177"></a><span class="lineno"> 177</span>  <span class="keywordflow">return</span> 0;</div><div class="line"><a name="l00178"></a><span class="lineno"> 178</span>  }</div><div class="line"><a name="l00179"></a><span class="lineno"> 179</span>  }</div><div class="line"><a name="l00180"></a><span class="lineno"> 180</span> </div><div class="line"><a name="l00181"></a><span class="lineno"> 181</span>  std::vector<TestBlock> model;</div><div class="line"><a name="l00182"></a><span class="lineno"> 182</span>  std::vector<TestBlock>* modelsToTest = &<a class="code" href="_memory_strategy_benchmark_8cpp.xhtml#adc52beddceb881571b92eb68f3b51e2a">testBlocks</a>;</div><div class="line"><a name="l00183"></a><span class="lineno"> 183</span>  <span class="keywordflow">if</span> (benchmarkOptions.m_ModelName.size() != 0)</div><div class="line"><a name="l00184"></a><span class="lineno"> 184</span>  {</div><div class="line"><a name="l00185"></a><span class="lineno"> 185</span>  <span class="keyword">auto</span> it = std::find_if(<a class="code" href="_memory_strategy_benchmark_8cpp.xhtml#adc52beddceb881571b92eb68f3b51e2a">testBlocks</a>.cbegin(), <a class="code" href="_memory_strategy_benchmark_8cpp.xhtml#adc52beddceb881571b92eb68f3b51e2a">testBlocks</a>.cend(), [&](<span class="keyword">const</span> <a class="code" href="struct_test_block.xhtml">TestBlock</a> testBlock)</div><div class="line"><a name="l00186"></a><span class="lineno"> 186</span>  {</div><div class="line"><a name="l00187"></a><span class="lineno"> 187</span>  <span class="keywordflow">return</span> testBlock.m_Name == benchmarkOptions.m_ModelName;</div><div class="line"><a name="l00188"></a><span class="lineno"> 188</span>  });</div><div class="line"><a name="l00189"></a><span class="lineno"> 189</span> </div><div class="line"><a name="l00190"></a><span class="lineno"> 190</span>  <span class="keywordflow">if</span> (it == <a class="code" href="_memory_strategy_benchmark_8cpp.xhtml#adc52beddceb881571b92eb68f3b51e2a">testBlocks</a>.end())</div><div class="line"><a name="l00191"></a><span class="lineno"> 191</span>  {</div><div class="line"><a name="l00192"></a><span class="lineno"> 192</span>  std::cout << <span class="stringliteral">"Model name not found\n"</span>;</div><div class="line"><a name="l00193"></a><span class="lineno"> 193</span>  <span class="keywordflow">return</span> 0;</div><div class="line"><a name="l00194"></a><span class="lineno"> 194</span>  }</div><div class="line"><a name="l00195"></a><span class="lineno"> 195</span>  <span class="keywordflow">else</span></div><div class="line"><a name="l00196"></a><span class="lineno"> 196</span>  {</div><div class="line"><a name="l00197"></a><span class="lineno"> 197</span>  model.push_back(*it);</div><div class="line"><a name="l00198"></a><span class="lineno"> 198</span>  modelsToTest = &model;</div><div class="line"><a name="l00199"></a><span class="lineno"> 199</span>  }</div><div class="line"><a name="l00200"></a><span class="lineno"> 200</span>  }</div><div class="line"><a name="l00201"></a><span class="lineno"> 201</span> </div><div class="line"><a name="l00202"></a><span class="lineno"> 202</span>  <span class="keywordflow">if</span> (benchmarkOptions.m_Validate)</div><div class="line"><a name="l00203"></a><span class="lineno"> 203</span>  {</div><div class="line"><a name="l00204"></a><span class="lineno"> 204</span>  <a class="code" href="classarmnn_1_1_strategy_validator.xhtml">armnn::StrategyValidator</a> strategyValidator;</div><div class="line"><a name="l00205"></a><span class="lineno"> 205</span> </div><div class="line"><a name="l00206"></a><span class="lineno"> 206</span>  strategyValidator.<a class="code" href="classarmnn_1_1_strategy_validator.xhtml#a34cc41b73a9323258cb8f7d5f4bc0cdc">SetStrategy</a>(strategy);</div><div class="line"><a name="l00207"></a><span class="lineno"> 207</span> </div><div class="line"><a name="l00208"></a><span class="lineno"> 208</span>  <a class="code" href="_memory_strategy_benchmark_8cpp.xhtml#aba6eebd2d3373afeccede4b25c53a360">RunBenchmark</a>(&strategyValidator, modelsToTest);</div><div class="line"><a name="l00209"></a><span class="lineno"> 209</span>  }</div><div class="line"><a name="l00210"></a><span class="lineno"> 210</span>  <span class="keywordflow">else</span></div><div class="line"><a name="l00211"></a><span class="lineno"> 211</span>  {</div><div class="line"><a name="l00212"></a><span class="lineno"> 212</span>  <a class="code" href="_memory_strategy_benchmark_8cpp.xhtml#aba6eebd2d3373afeccede4b25c53a360">RunBenchmark</a>(strategy.get(), modelsToTest);</div><div class="line"><a name="l00213"></a><span class="lineno"> 213</span>  }</div><div class="line"><a name="l00214"></a><span class="lineno"> 214</span> </div><div class="line"><a name="l00215"></a><span class="lineno"> 215</span> }</div><div class="ttc" id="_memory_optimizer_strategy_library_8hpp_xhtml"><div class="ttname"><a href="_memory_optimizer_strategy_library_8hpp.xhtml">MemoryOptimizerStrategyLibrary.hpp</a></div></div>
<div class="ttc" id="_strategy_validator_8hpp_xhtml"><div class="ttname"><a href="_strategy_validator_8hpp.xhtml">StrategyValidator.hpp</a></div></div>
<div class="ttc" id="_memory_strategy_benchmark_8cpp_xhtml_aef11c2de26ec45a5411b95e448682c52"><div class="ttname"><a href="_memory_strategy_benchmark_8cpp.xhtml#aef11c2de26ec45a5411b95e448682c52">PrintModels</a></div><div class="ttdeci">void PrintModels()</div><div class="ttdef"><b>Definition:</b> <a href="_memory_strategy_benchmark_8cpp_source.xhtml#l00031">MemoryStrategyBenchmark.cpp:31</a></div></div>
<div class="ttc" id="_test_mem_blocks_8hpp_xhtml_a47acdd93d9b2b0720f859f143a8e906c"><div class="ttname"><a href="_test_mem_blocks_8hpp.xhtml#a47acdd93d9b2b0720f859f143a8e906c">fsrcnn</a></div><div class="ttdeci">std::vector< armnn::MemBlock > fsrcnn</div><div class="ttdef"><b>Definition:</b> <a href="_test_mem_blocks_8hpp_source.xhtml#l00028">TestMemBlocks.hpp:28</a></div></div>
<div class="ttc" id="_test_blocks_8hpp_xhtml_a4ece78d38e9bb9b6b6cd572e8120e060"><div class="ttname"><a href="_test_blocks_8hpp.xhtml#a4ece78d38e9bb9b6b6cd572e8120e060">deeplabv3</a></div><div class="ttdeci">std::vector< armnn::MemBlock > deeplabv3</div><div class="ttdef"><b>Definition:</b> <a href="_test_blocks_8hpp_source.xhtml#l01122">TestBlocks.hpp:1122</a></div></div>
<div class="ttc" id="classarmnn_1_1_i_memory_optimizer_strategy_xhtml"><div class="ttname"><a href="classarmnn_1_1_i_memory_optimizer_strategy.xhtml">armnn::IMemoryOptimizerStrategy</a></div><div class="ttdef"><b>Definition:</b> <a href="_i_memory_optimizer_strategy_8hpp_source.xhtml#l00045">IMemoryOptimizerStrategy.hpp:45</a></div></div>
<div class="ttc" id="_memory_strategy_benchmark_8cpp_xhtml_adc52beddceb881571b92eb68f3b51e2a"><div class="ttname"><a href="_memory_strategy_benchmark_8cpp.xhtml#adc52beddceb881571b92eb68f3b51e2a">testBlocks</a></div><div class="ttdeci">std::vector< TestBlock > testBlocks</div><div class="ttdef"><b>Definition:</b> <a href="_memory_strategy_benchmark_8cpp_source.xhtml#l00020">MemoryStrategyBenchmark.cpp:20</a></div></div>
<div class="ttc" id="_test_blocks_8hpp_xhtml_ae70bd5443fa2fe1ab18ae13e13d9e28e"><div class="ttname"><a href="_test_blocks_8hpp.xhtml#ae70bd5443fa2fe1ab18ae13e13d9e28e">ssd_mobilenetv2</a></div><div class="ttdeci">std::vector< armnn::MemBlock > ssd_mobilenetv2</div><div class="ttdef"><b>Definition:</b> <a href="_test_blocks_8hpp_source.xhtml#l04374">TestBlocks.hpp:4374</a></div></div>
<div class="ttc" id="_test_strategy_8hpp_xhtml"><div class="ttname"><a href="_test_strategy_8hpp.xhtml">TestStrategy.hpp</a></div></div>
<div class="ttc" id="namespaceyolov3_xhtml"><div class="ttname"><a href="namespaceyolov3.xhtml">yolov3</a></div><div class="ttdef"><b>Definition:</b> <a href="_n_m_s_8cpp_source.xhtml#l00015">NMS.cpp:15</a></div></div>
<div class="ttc" id="classarmnn_1_1_strategy_validator_xhtml_a34cc41b73a9323258cb8f7d5f4bc0cdc"><div class="ttname"><a href="classarmnn_1_1_strategy_validator.xhtml#a34cc41b73a9323258cb8f7d5f4bc0cdc">armnn::StrategyValidator::SetStrategy</a></div><div class="ttdeci">void SetStrategy(std::shared_ptr< IMemoryOptimizerStrategy > strategy)</div><div class="ttdef"><b>Definition:</b> <a href="_strategy_validator_8hpp_source.xhtml#l00018">StrategyValidator.hpp:18</a></div></div>
<div class="ttc" id="_test_blocks_8hpp_xhtml_ae6a8359e2eeae9e4f9ba8f7e5b4a6b14"><div class="ttname"><a href="_test_blocks_8hpp.xhtml#ae6a8359e2eeae9e4f9ba8f7e5b4a6b14">inceptionv4</a></div><div class="ttdeci">std::vector< armnn::MemBlock > inceptionv4</div><div class="ttdef"><b>Definition:</b> <a href="_test_blocks_8hpp_source.xhtml#l00037">TestBlocks.hpp:37</a></div></div>
<div class="ttc" id="classarmnn_1_1_strategy_validator_xhtml"><div class="ttname"><a href="classarmnn_1_1_strategy_validator.xhtml">armnn::StrategyValidator</a></div><div class="ttdef"><b>Definition:</b> <a href="_strategy_validator_8hpp_source.xhtml#l00014">StrategyValidator.hpp:14</a></div></div>
<div class="ttc" id="_memory_strategy_benchmark_8cpp_xhtml_aba6eebd2d3373afeccede4b25c53a360"><div class="ttname"><a href="_memory_strategy_benchmark_8cpp.xhtml#aba6eebd2d3373afeccede4b25c53a360">RunBenchmark</a></div><div class="ttdeci">void RunBenchmark(armnn::IMemoryOptimizerStrategy *strategy, std::vector< TestBlock > *models)</div><div class="ttdef"><b>Definition:</b> <a href="_memory_strategy_benchmark_8cpp_source.xhtml#l00061">MemoryStrategyBenchmark.cpp:61</a></div></div>
<div class="ttc" id="namespacearmnn_xhtml_a7c8192a429fc68220e4fc308062a02ba"><div class="ttname"><a href="namespacearmnn.xhtml#a7c8192a429fc68220e4fc308062a02ba">armnn::GetMemoryOptimizerStrategy</a></div><div class="ttdeci">std::unique_ptr< IMemoryOptimizerStrategy > GetMemoryOptimizerStrategy(const std::string &strategyName)</div><div class="ttdef"><b>Definition:</b> <a href="_memory_optimizer_strategy_library_8hpp_source.xhtml#l00036">MemoryOptimizerStrategyLibrary.hpp:36</a></div></div>
<div class="ttc" id="_i_memory_optimizer_strategy_8hpp_xhtml"><div class="ttname"><a href="_i_memory_optimizer_strategy_8hpp.xhtml">IMemoryOptimizerStrategy.hpp</a></div></div>
<div class="ttc" id="_test_blocks_8hpp_xhtml"><div class="ttname"><a href="_test_blocks_8hpp.xhtml">TestBlocks.hpp</a></div></div>
<div class="ttc" id="_test_blocks_8hpp_xhtml_a2a4f771d8fc0318a90f24231711b83d3"><div class="ttname"><a href="_test_blocks_8hpp.xhtml#a2a4f771d8fc0318a90f24231711b83d3">deepspeechv1</a></div><div class="ttdeci">std::vector< armnn::MemBlock > deepspeechv1</div><div class="ttdef"><b>Definition:</b> <a href="_test_blocks_8hpp_source.xhtml#l00239">TestBlocks.hpp:239</a></div></div>
<div class="ttc" id="_memory_strategy_benchmark_8cpp_xhtml_a091ff67b5c74f7926c85b5487645dddf"><div class="ttname"><a href="_memory_strategy_benchmark_8cpp.xhtml#a091ff67b5c74f7926c85b5487645dddf">ParseOptions</a></div><div class="ttdeci">BenchmarkOptions ParseOptions(int argc, char *argv[])</div><div class="ttdef"><b>Definition:</b> <a href="_memory_strategy_benchmark_8cpp_source.xhtml#l00112">MemoryStrategyBenchmark.cpp:112</a></div></div>
<div class="ttc" id="_memory_strategy_benchmark_8cpp_xhtml_a0ddf1224851353fc92bfbff6f499fa97"><div class="ttname"><a href="_memory_strategy_benchmark_8cpp.xhtml#a0ddf1224851353fc92bfbff6f499fa97">main</a></div><div class="ttdeci">int main(int argc, char *argv[])</div><div class="ttdef"><b>Definition:</b> <a href="_memory_strategy_benchmark_8cpp_source.xhtml#l00160">MemoryStrategyBenchmark.cpp:160</a></div></div>
<div class="ttc" id="_test_blocks_8hpp_xhtml_adb8fcff7cd5ba4c0ea2c2c119644ef81"><div class="ttname"><a href="_test_blocks_8hpp.xhtml#adb8fcff7cd5ba4c0ea2c2c119644ef81">mobilebert</a></div><div class="ttdeci">std::vector< armnn::MemBlock > mobilebert</div><div class="ttdef"><b>Definition:</b> <a href="_test_blocks_8hpp_source.xhtml#l01435">TestBlocks.hpp:1435</a></div></div>
<div class="ttc" id="_test_blocks_8hpp_xhtml_a6e13d448d7280ceeda463399718a0bf9"><div class="ttname"><a href="_test_blocks_8hpp.xhtml#a6e13d448d7280ceeda463399718a0bf9">resnetv2</a></div><div class="ttdeci">std::vector< armnn::MemBlock > resnetv2</div><div class="ttdef"><b>Definition:</b> <a href="_test_blocks_8hpp_source.xhtml#l00552">TestBlocks.hpp:552</a></div></div>
<div class="ttc" id="namespacearmnn_xhtml_aedc54936fd5ebb2d5697c8001532401a"><div class="ttname"><a href="namespacearmnn.xhtml#aedc54936fd5ebb2d5697c8001532401a">armnn::GetMemoryOptimizerStrategyNames</a></div><div class="ttdeci">const std::vector< std::string > GetMemoryOptimizerStrategyNames()</div><div class="ttdef"><b>Definition:</b> <a href="_memory_optimizer_strategy_library_8hpp_source.xhtml#l00047">MemoryOptimizerStrategyLibrary.hpp:47</a></div></div>
<div class="ttc" id="classarmnn_1_1_i_memory_optimizer_strategy_xhtml_a1a9447457df9be8f8186fe73bba4cb72"><div class="ttname"><a href="classarmnn_1_1_i_memory_optimizer_strategy.xhtml#a1a9447457df9be8f8186fe73bba4cb72">armnn::IMemoryOptimizerStrategy::Optimize</a></div><div class="ttdeci">virtual std::vector< MemBin > Optimize(std::vector< MemBlock > &memBlocks)=0</div></div>
<div class="ttc" id="classarmnn_1_1_i_memory_optimizer_strategy_xhtml_a46f9918b14061163f435d80860b02b56"><div class="ttname"><a href="classarmnn_1_1_i_memory_optimizer_strategy.xhtml#a46f9918b14061163f435d80860b02b56">armnn::IMemoryOptimizerStrategy::GetName</a></div><div class="ttdeci">virtual std::string GetName() const =0</div></div>
<div class="ttc" id="struct_test_block_xhtml"><div class="ttname"><a href="struct_test_block.xhtml">TestBlock</a></div><div class="ttdef"><b>Definition:</b> <a href="_test_blocks_8hpp_source.xhtml#l00009">TestBlocks.hpp:9</a></div></div>
<div class="ttc" id="_memory_strategy_benchmark_8cpp_xhtml_ac54ec5e4de9e73260e2b2ab90c554427"><div class="ttname"><a href="_memory_strategy_benchmark_8cpp.xhtml#ac54ec5e4de9e73260e2b2ab90c554427">GetMinPossibleMemorySize</a></div><div class="ttdeci">size_t GetMinPossibleMemorySize(const std::vector< armnn::MemBlock > &blocks)</div><div class="ttdef"><b>Definition:</b> <a href="_memory_strategy_benchmark_8cpp_source.xhtml#l00041">MemoryStrategyBenchmark.cpp:41</a></div></div>
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<li class="navelem"><a class="el" href="dir_59425e443f801f1f2fd8bbe4959a3ccf.xhtml">tests</a></li><li class="navelem"><a class="el" href="dir_932e54daec5bd03e758a3b0d13a7f64e.xhtml">MemoryStrategyBenchmark</a></li><li class="navelem"><a class="el" href="_memory_strategy_benchmark_8cpp.xhtml">MemoryStrategyBenchmark.cpp</a></li>
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