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<div class="title">DriverOptions.cpp</div> </div>
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<a href="_driver_options_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 © 2022 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> </div><div class="line"><a name="l00006"></a><span class="lineno"><a class="line" href="_driver_options_8cpp.xhtml#a7ce0df38eb467e59f209470c8f5ac4e6"> 6</a></span> <span class="preprocessor">#define LOG_TAG "arm-armnn-sl"</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="_driver_options_8hpp.xhtml">DriverOptions.hpp</a>"</span></div><div class="line"><a name="l00009"></a><span class="lineno"> 9</span> </div><div class="line"><a name="l00010"></a><span class="lineno"> 10</span> <span class="preprocessor">#include "<a class="code" href="_canonical_utils_8hpp.xhtml">CanonicalUtils.hpp</a>"</span></div><div class="line"><a name="l00011"></a><span class="lineno"> 11</span> </div><div class="line"><a name="l00012"></a><span class="lineno"> 12</span> <span class="preprocessor">#include <<a class="code" href="include_2armnn_2_version_8hpp.xhtml">armnn/Version.hpp</a>></span></div><div class="line"><a name="l00013"></a><span class="lineno"> 13</span> <span class="preprocessor">#include <log/log.h></span></div><div class="line"><a name="l00014"></a><span class="lineno"> 14</span> <span class="preprocessor">#include "<a class="code" href="_system_properties_utils_8hpp.xhtml">SystemPropertiesUtils.hpp</a>"</span></div><div class="line"><a name="l00015"></a><span class="lineno"> 15</span> </div><div class="line"><a name="l00016"></a><span class="lineno"> 16</span> <span class="preprocessor">#include <OperationsUtils.h></span></div><div class="line"><a name="l00017"></a><span class="lineno"> 17</span> </div><div class="line"><a name="l00018"></a><span class="lineno"> 18</span> <span class="preprocessor">#include <cxxopts/cxxopts.hpp></span></div><div class="line"><a name="l00019"></a><span class="lineno"> 19</span> </div><div class="line"><a name="l00020"></a><span class="lineno"> 20</span> <span class="preprocessor">#include <algorithm></span></div><div class="line"><a name="l00021"></a><span class="lineno"> 21</span> <span class="preprocessor">#include <cassert></span></div><div class="line"><a name="l00022"></a><span class="lineno"> 22</span> <span class="preprocessor">#include <functional></span></div><div class="line"><a name="l00023"></a><span class="lineno"> 23</span> <span class="preprocessor">#include <string></span></div><div class="line"><a name="l00024"></a><span class="lineno"> 24</span> <span class="preprocessor">#include <sstream></span></div><div class="line"><a name="l00025"></a><span class="lineno"> 25</span> </div><div class="line"><a name="l00026"></a><span class="lineno"> 26</span> <span class="keyword">using namespace </span><a class="code" href="namespaceandroid.xhtml">android</a>;</div><div class="line"><a name="l00027"></a><span class="lineno"> 27</span> <span class="keyword">using namespace </span><a class="code" href="namespacestd.xhtml">std</a>;</div><div class="line"><a name="l00028"></a><span class="lineno"> 28</span> </div><div class="line"><a name="l00029"></a><span class="lineno"> 29</span> <span class="keyword">namespace </span><a class="code" href="namespacearmnn__driver.xhtml">armnn_driver</a></div><div class="line"><a name="l00030"></a><span class="lineno"> 30</span> {</div><div class="line"><a name="l00031"></a><span class="lineno"> 31</span> </div><div class="line"><a name="l00032"></a><span class="lineno"><a class="line" href="classarmnn__driver_1_1_driver_options.xhtml#aa1ac698bf0ffc503eb6e8347de309f25"> 32</a></span> DriverOptions::DriverOptions(<a class="code" href="namespacearmnn.xhtml#ae2f04a162585c0a5222a537efd5456ae">armnn::Compute</a> computeDevice, <span class="keywordtype">bool</span> fp16Enabled)</div><div class="line"><a name="l00033"></a><span class="lineno"> 33</span>  : m_Backends({computeDevice})</div><div class="line"><a name="l00034"></a><span class="lineno"> 34</span>  , m_VerboseLogging(<span class="keyword">false</span>)</div><div class="line"><a name="l00035"></a><span class="lineno"> 35</span>  , m_RequestInputsAndOutputsDumpDir(std::string(<span class="stringliteral">""</span>))</div><div class="line"><a name="l00036"></a><span class="lineno"> 36</span>  , m_ServiceName(std::string(<span class="stringliteral">"armnn_sl"</span>))</div><div class="line"><a name="l00037"></a><span class="lineno"> 37</span>  , m_ForcedUnsupportedOperations({})</div><div class="line"><a name="l00038"></a><span class="lineno"> 38</span>  , m_ClTunedParametersMode(<a class="code" href="classarmnn_1_1_i_gpu_acc_tuned_parameters.xhtml#a46c8a310cf4c094f8c80e1cb8dc1f911aa5094385565dc10dda530dcc17a1159b">armnn::IGpuAccTunedParameters::Mode::UseTunedParameters</a>)</div><div class="line"><a name="l00039"></a><span class="lineno"> 39</span>  , m_ClTuningLevel(<a class="code" href="classarmnn_1_1_i_gpu_acc_tuned_parameters.xhtml#a707090747256af276c389e0cf1cb0a9aab571ef5b2664270d25bea4f4b61ffe68">armnn::IGpuAccTunedParameters::TuningLevel::Rapid</a>)</div><div class="line"><a name="l00040"></a><span class="lineno"> 40</span>  , m_EnableGpuProfiling(<span class="keyword">false</span>)</div><div class="line"><a name="l00041"></a><span class="lineno"> 41</span>  , m_fp16Enabled(fp16Enabled)</div><div class="line"><a name="l00042"></a><span class="lineno"> 42</span>  , m_FastMathEnabled(<span class="keyword">false</span>)</div><div class="line"><a name="l00043"></a><span class="lineno"> 43</span>  , m_ShouldExit(<span class="keyword">false</span>)</div><div class="line"><a name="l00044"></a><span class="lineno"> 44</span>  , m_ExitCode(EXIT_SUCCESS)</div><div class="line"><a name="l00045"></a><span class="lineno"> 45</span>  , m_CachedNetworkFilePath(std::string(<span class="stringliteral">""</span>))</div><div class="line"><a name="l00046"></a><span class="lineno"> 46</span>  , m_SaveCachedNetwork(<span class="keyword">false</span>)</div><div class="line"><a name="l00047"></a><span class="lineno"> 47</span>  , m_NumberOfThreads(0)</div><div class="line"><a name="l00048"></a><span class="lineno"> 48</span>  , m_EnableAsyncModelExecution(<span class="keyword">false</span>)</div><div class="line"><a name="l00049"></a><span class="lineno"> 49</span>  , m_ArmnnNumberOfThreads(1)</div><div class="line"><a name="l00050"></a><span class="lineno"> 50</span> {</div><div class="line"><a name="l00051"></a><span class="lineno"> 51</span> }</div><div class="line"><a name="l00052"></a><span class="lineno"> 52</span> </div><div class="line"><a name="l00053"></a><span class="lineno"><a class="line" href="classarmnn__driver_1_1_driver_options.xhtml#a920175916f3a439fe0fd88c445e67ea0"> 53</a></span> <a class="code" href="classarmnn__driver_1_1_driver_options.xhtml#af306a2f7329c3ac6b5b1ff3192ed4540">DriverOptions::DriverOptions</a>(<span class="keyword">const</span> std::vector<armnn::BackendId>& backends, <span class="keywordtype">bool</span> fp16Enabled)</div><div class="line"><a name="l00054"></a><span class="lineno"> 54</span>  : m_Backends(backends)</div><div class="line"><a name="l00055"></a><span class="lineno"> 55</span>  , m_VerboseLogging(false)</div><div class="line"><a name="l00056"></a><span class="lineno"> 56</span>  , m_RequestInputsAndOutputsDumpDir(<a class="code" href="namespacestd.xhtml">std</a>::string(<span class="stringliteral">""</span>))</div><div class="line"><a name="l00057"></a><span class="lineno"> 57</span>  , m_ServiceName(<a class="code" href="namespacestd.xhtml">std</a>::string(<span class="stringliteral">"armnn_sl"</span>))</div><div class="line"><a name="l00058"></a><span class="lineno"> 58</span>  , m_ForcedUnsupportedOperations({})</div><div class="line"><a name="l00059"></a><span class="lineno"> 59</span>  , m_ClTunedParametersMode(<a class="code" href="classarmnn_1_1_i_gpu_acc_tuned_parameters.xhtml#a46c8a310cf4c094f8c80e1cb8dc1f911aa5094385565dc10dda530dcc17a1159b">armnn::IGpuAccTunedParameters::Mode::UseTunedParameters</a>)</div><div class="line"><a name="l00060"></a><span class="lineno"> 60</span>  , m_ClTuningLevel(<a class="code" href="classarmnn_1_1_i_gpu_acc_tuned_parameters.xhtml#a707090747256af276c389e0cf1cb0a9aab571ef5b2664270d25bea4f4b61ffe68">armnn::IGpuAccTunedParameters::TuningLevel::Rapid</a>)</div><div class="line"><a name="l00061"></a><span class="lineno"> 61</span>  , m_EnableGpuProfiling(<span class="keyword">false</span>)</div><div class="line"><a name="l00062"></a><span class="lineno"> 62</span>  , m_fp16Enabled(fp16Enabled)</div><div class="line"><a name="l00063"></a><span class="lineno"> 63</span>  , m_FastMathEnabled(<span class="keyword">false</span>)</div><div class="line"><a name="l00064"></a><span class="lineno"> 64</span>  , m_ShouldExit(<span class="keyword">false</span>)</div><div class="line"><a name="l00065"></a><span class="lineno"> 65</span>  , m_ExitCode(EXIT_SUCCESS)</div><div class="line"><a name="l00066"></a><span class="lineno"> 66</span>  , m_CachedNetworkFilePath(std::string(<span class="stringliteral">""</span>))</div><div class="line"><a name="l00067"></a><span class="lineno"> 67</span>  , m_SaveCachedNetwork(<span class="keyword">false</span>)</div><div class="line"><a name="l00068"></a><span class="lineno"> 68</span>  , m_NumberOfThreads(0)</div><div class="line"><a name="l00069"></a><span class="lineno"> 69</span>  , m_EnableAsyncModelExecution(<span class="keyword">false</span>)</div><div class="line"><a name="l00070"></a><span class="lineno"> 70</span>  , m_ArmnnNumberOfThreads(1)</div><div class="line"><a name="l00071"></a><span class="lineno"> 71</span> {</div><div class="line"><a name="l00072"></a><span class="lineno"> 72</span> }</div><div class="line"><a name="l00073"></a><span class="lineno"> 73</span> </div><div class="line"><a name="l00074"></a><span class="lineno"> 74</span> <span class="comment">// This default constructor will example an environment variable called</span></div><div class="line"><a name="l00075"></a><span class="lineno"> 75</span> <span class="comment">// ARMNN_SL_OPTIONS. It will parse the parameters using the existing cxx</span></div><div class="line"><a name="l00076"></a><span class="lineno"> 76</span> <span class="comment">// opts mechanism.</span></div><div class="line"><a name="l00077"></a><span class="lineno"><a class="line" href="classarmnn__driver_1_1_driver_options.xhtml#af306a2f7329c3ac6b5b1ff3192ed4540"> 77</a></span> <a class="code" href="classarmnn__driver_1_1_driver_options.xhtml#af306a2f7329c3ac6b5b1ff3192ed4540">DriverOptions::DriverOptions</a>()</div><div class="line"><a name="l00078"></a><span class="lineno"> 78</span>  : m_VerboseLogging(false)</div><div class="line"><a name="l00079"></a><span class="lineno"> 79</span>  , m_RequestInputsAndOutputsDumpDir(<a class="code" href="namespacestd.xhtml">std</a>::string(<span class="stringliteral">""</span>))</div><div class="line"><a name="l00080"></a><span class="lineno"> 80</span>  , m_ServiceName(<a class="code" href="namespacestd.xhtml">std</a>::string(<span class="stringliteral">"armnn_sl"</span>))</div><div class="line"><a name="l00081"></a><span class="lineno"> 81</span>  , m_ForcedUnsupportedOperations({})</div><div class="line"><a name="l00082"></a><span class="lineno"> 82</span>  , m_ClTunedParametersMode(<a class="code" href="classarmnn_1_1_i_gpu_acc_tuned_parameters.xhtml#a46c8a310cf4c094f8c80e1cb8dc1f911aa5094385565dc10dda530dcc17a1159b">armnn::IGpuAccTunedParameters::Mode::UseTunedParameters</a>)</div><div class="line"><a name="l00083"></a><span class="lineno"> 83</span>  , m_ClTuningLevel(<a class="code" href="classarmnn_1_1_i_gpu_acc_tuned_parameters.xhtml#a707090747256af276c389e0cf1cb0a9aab571ef5b2664270d25bea4f4b61ffe68">armnn::IGpuAccTunedParameters::TuningLevel::Rapid</a>)</div><div class="line"><a name="l00084"></a><span class="lineno"> 84</span>  , m_EnableGpuProfiling(<span class="keyword">false</span>)</div><div class="line"><a name="l00085"></a><span class="lineno"> 85</span>  , m_fp16Enabled(<span class="keyword">false</span>)</div><div class="line"><a name="l00086"></a><span class="lineno"> 86</span>  , m_FastMathEnabled(<span class="keyword">false</span>)</div><div class="line"><a name="l00087"></a><span class="lineno"> 87</span>  , m_ShouldExit(<span class="keyword">false</span>)</div><div class="line"><a name="l00088"></a><span class="lineno"> 88</span>  , m_SaveCachedNetwork(<span class="keyword">false</span>)</div><div class="line"><a name="l00089"></a><span class="lineno"> 89</span>  , m_NumberOfThreads(0)</div><div class="line"><a name="l00090"></a><span class="lineno"> 90</span>  , m_EnableAsyncModelExecution(<span class="keyword">false</span>)</div><div class="line"><a name="l00091"></a><span class="lineno"> 91</span>  , m_ArmnnNumberOfThreads(1)</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::string unsupportedOperationsAsString;</div><div class="line"><a name="l00094"></a><span class="lineno"> 94</span>  std::string clTunedParametersModeAsString;</div><div class="line"><a name="l00095"></a><span class="lineno"> 95</span>  std::string clTuningLevelAsString;</div><div class="line"><a name="l00096"></a><span class="lineno"> 96</span>  std::vector<std::string> backends;</div><div class="line"><a name="l00097"></a><span class="lineno"> 97</span>  <span class="keywordtype">bool</span> showHelp = <span class="keyword">false</span>;</div><div class="line"><a name="l00098"></a><span class="lineno"> 98</span>  <span class="keywordtype">bool</span> showVersion = <span class="keyword">false</span>;</div><div class="line"><a name="l00099"></a><span class="lineno"> 99</span> </div><div class="line"><a name="l00100"></a><span class="lineno"> 100</span>  <span class="keyword">const</span> <span class="keywordtype">char</span>* rawEnv = std::getenv(<span class="stringliteral">"ARMNN_SL_OPTIONS"</span>);</div><div class="line"><a name="l00101"></a><span class="lineno"> 101</span>  <span class="comment">// If the environment variable isn't set we'll continue as if it were an empty string.</span></div><div class="line"><a name="l00102"></a><span class="lineno"> 102</span>  <span class="keywordflow">if</span> (!rawEnv)</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>  rawEnv = <span class="stringliteral">""</span>;</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>  <span class="keywordtype">string</span> optionsAsString(rawEnv);</div><div class="line"><a name="l00107"></a><span class="lineno"> 107</span>  regex whiteSpaceRegex(<span class="stringliteral">"\\s+"</span>);</div><div class="line"><a name="l00108"></a><span class="lineno"> 108</span>  <span class="comment">// Tokienize the string based on whitespace.</span></div><div class="line"><a name="l00109"></a><span class="lineno"> 109</span>  sregex_token_iterator iter(optionsAsString.begin(), optionsAsString.end(), whiteSpaceRegex, -1); </div><div class="line"><a name="l00110"></a><span class="lineno"> 110</span>  sregex_token_iterator end;</div><div class="line"><a name="l00111"></a><span class="lineno"> 111</span>  vector<string> cliAsVector(iter, end);</div><div class="line"><a name="l00112"></a><span class="lineno"> 112</span>  <span class="comment">// As we're pretending to be a command line, argv[0] should be an executable name.</span></div><div class="line"><a name="l00113"></a><span class="lineno"> 113</span>  cliAsVector.insert(cliAsVector.begin(), <span class="stringliteral">"ARMNN_SL_OPTIONS"</span>);</div><div class="line"><a name="l00114"></a><span class="lineno"> 114</span>  <span class="comment">// Convert the vector of string to a vector of char* backed by the existing vector.</span></div><div class="line"><a name="l00115"></a><span class="lineno"> 115</span>  std::vector<char*> argVector;</div><div class="line"><a name="l00116"></a><span class="lineno"> 116</span>  <span class="keywordflow">for</span> (<span class="keyword">const</span> <span class="keyword">auto</span>& arg : cliAsVector)</div><div class="line"><a name="l00117"></a><span class="lineno"> 117</span>  {</div><div class="line"><a name="l00118"></a><span class="lineno"> 118</span>  argVector.push_back((<span class="keywordtype">char</span>*)arg.data());</div><div class="line"><a name="l00119"></a><span class="lineno"> 119</span>  }</div><div class="line"><a name="l00120"></a><span class="lineno"> 120</span>  <span class="comment">// Terminate the array.</span></div><div class="line"><a name="l00121"></a><span class="lineno"> 121</span>  argVector.push_back(<span class="keyword">nullptr</span>);</div><div class="line"><a name="l00122"></a><span class="lineno"> 122</span>  <span class="comment">// Create usable variables.</span></div><div class="line"><a name="l00123"></a><span class="lineno"> 123</span>  <span class="keywordtype">int</span> argc = argVector.size() - 1; <span class="comment">// Ignore the null pointer at the end.</span></div><div class="line"><a name="l00124"></a><span class="lineno"> 124</span>  <span class="keywordtype">char</span>** argv = argVector.data();</div><div class="line"><a name="l00125"></a><span class="lineno"> 125</span> </div><div class="line"><a name="l00126"></a><span class="lineno"> 126</span>  cxxopts::Options optionsDesc(argv[0], <span class="stringliteral">"Arm NN Support Library for the Android Neural Networks API."</span></div><div class="line"><a name="l00127"></a><span class="lineno"> 127</span>  <span class="stringliteral">"The support library will convert Android NNAPI requests "</span></div><div class="line"><a name="l00128"></a><span class="lineno"> 128</span>  <span class="stringliteral">"and delegate them to available ArmNN backends."</span>);</div><div class="line"><a name="l00129"></a><span class="lineno"> 129</span>  <span class="keywordflow">try</span></div><div class="line"><a name="l00130"></a><span class="lineno"> 130</span>  {</div><div class="line"><a name="l00131"></a><span class="lineno"> 131</span>  optionsDesc.add_options()</div><div class="line"><a name="l00132"></a><span class="lineno"> 132</span> </div><div class="line"><a name="l00133"></a><span class="lineno"> 133</span>  (<span class="stringliteral">"a,enable-fast-math"</span>,</div><div class="line"><a name="l00134"></a><span class="lineno"> 134</span>  <span class="stringliteral">"Enables fast_math options in backends that support it. Using the fast_math flag can "</span></div><div class="line"><a name="l00135"></a><span class="lineno"> 135</span>  <span class="stringliteral">"lead to performance improvements but may result in reduced or different precision."</span>,</div><div class="line"><a name="l00136"></a><span class="lineno"> 136</span>  cxxopts::value<bool>(m_FastMathEnabled)->default_value(<span class="stringliteral">"false"</span>))</div><div class="line"><a name="l00137"></a><span class="lineno"> 137</span> </div><div class="line"><a name="l00138"></a><span class="lineno"> 138</span>  (<span class="stringliteral">"c,compute"</span>,<span class="stringliteral">"Comma separated list of backends to run layers on. "</span></div><div class="line"><a name="l00139"></a><span class="lineno"> 139</span>  <span class="stringliteral">"Examples of possible values are: CpuRef, CpuAcc, GpuAcc"</span>,</div><div class="line"><a name="l00140"></a><span class="lineno"> 140</span>  cxxopts::value<std::vector<std::string>>(backends))</div><div class="line"><a name="l00141"></a><span class="lineno"> 141</span> </div><div class="line"><a name="l00142"></a><span class="lineno"> 142</span>  (<span class="stringliteral">"d,request-inputs-and-outputs-dump-dir"</span>,</div><div class="line"><a name="l00143"></a><span class="lineno"> 143</span>  <span class="stringliteral">"If non-empty, the directory where request inputs and outputs should be dumped"</span>,</div><div class="line"><a name="l00144"></a><span class="lineno"> 144</span>  cxxopts::value<std::string>(m_RequestInputsAndOutputsDumpDir)->default_value(<span class="stringliteral">""</span>))</div><div class="line"><a name="l00145"></a><span class="lineno"> 145</span> </div><div class="line"><a name="l00146"></a><span class="lineno"> 146</span>  (<span class="stringliteral">"f,fp16-enabled"</span>, <span class="stringliteral">"Enables support for relaxed computation from Float32 to Float16"</span>,</div><div class="line"><a name="l00147"></a><span class="lineno"> 147</span>  cxxopts::value<bool>(m_fp16Enabled)->default_value(<span class="stringliteral">"false"</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>  (<span class="stringliteral">"h,help"</span>, <span class="stringliteral">"Show this help"</span>,</div><div class="line"><a name="l00150"></a><span class="lineno"> 150</span>  cxxopts::value<bool>(showHelp)->default_value(<span class="stringliteral">"false"</span>)->implicit_value(<span class="stringliteral">"true"</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>  (<span class="stringliteral">"m,cl-tuned-parameters-mode"</span>,</div><div class="line"><a name="l00153"></a><span class="lineno"> 153</span>  <span class="stringliteral">"If 'UseTunedParameters' (the default), will read CL tuned parameters from the file specified by "</span></div><div class="line"><a name="l00154"></a><span class="lineno"> 154</span>  <span class="stringliteral">"--cl-tuned-parameters-file. "</span></div><div class="line"><a name="l00155"></a><span class="lineno"> 155</span>  <span class="stringliteral">"If 'UpdateTunedParameters', will also find the optimum parameters when preparing new networks and update "</span></div><div class="line"><a name="l00156"></a><span class="lineno"> 156</span>  <span class="stringliteral">"the file accordingly."</span>,</div><div class="line"><a name="l00157"></a><span class="lineno"> 157</span>  cxxopts::value<std::string>(clTunedParametersModeAsString)->default_value(<span class="stringliteral">"UseTunedParameters"</span>))</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>  (<span class="stringliteral">"g,mlgo-cl-tuned-parameters-file"</span>,</div><div class="line"><a name="l00160"></a><span class="lineno"> 160</span>  <span class="stringliteral">"If non-empty, the given file will be used to load/save MLGO CL tuned parameters. "</span>,</div><div class="line"><a name="l00161"></a><span class="lineno"> 161</span>  cxxopts::value<std::string>(m_ClMLGOTunedParametersFile)->default_value(<span class="stringliteral">""</span>))</div><div class="line"><a name="l00162"></a><span class="lineno"> 162</span> </div><div class="line"><a name="l00163"></a><span class="lineno"> 163</span>  (<span class="stringliteral">"o,cl-tuning-level"</span>,</div><div class="line"><a name="l00164"></a><span class="lineno"> 164</span>  <span class="stringliteral">"exhaustive: all lws values are tested "</span></div><div class="line"><a name="l00165"></a><span class="lineno"> 165</span>  <span class="stringliteral">"normal: reduced number of lws values but enough to still have the performance really close to the "</span></div><div class="line"><a name="l00166"></a><span class="lineno"> 166</span>  <span class="stringliteral">"exhaustive approach "</span></div><div class="line"><a name="l00167"></a><span class="lineno"> 167</span>  <span class="stringliteral">"rapid: only 3 lws values should be tested for each kernel "</span>,</div><div class="line"><a name="l00168"></a><span class="lineno"> 168</span>  cxxopts::value<std::string>(clTuningLevelAsString)->default_value(<span class="stringliteral">"rapid"</span>))</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="stringliteral">"p,gpu-profiling"</span>, <span class="stringliteral">"Turns GPU profiling on"</span>,</div><div class="line"><a name="l00171"></a><span class="lineno"> 171</span>  cxxopts::value<bool>(m_EnableGpuProfiling)->default_value(<span class="stringliteral">"false"</span>))</div><div class="line"><a name="l00172"></a><span class="lineno"> 172</span> </div><div class="line"><a name="l00173"></a><span class="lineno"> 173</span>  (<span class="stringliteral">"q,cached-network-file"</span>, <span class="stringliteral">"If non-empty, the given file will be used to load/save cached network. "</span></div><div class="line"><a name="l00174"></a><span class="lineno"> 174</span>  <span class="stringliteral">"If save-cached-network option is given will save the cached network to given file."</span></div><div class="line"><a name="l00175"></a><span class="lineno"> 175</span>  <span class="stringliteral">"If save-cached-network option is not given will load the cached network from given "</span></div><div class="line"><a name="l00176"></a><span class="lineno"> 176</span>  <span class="stringliteral">"file."</span>,</div><div class="line"><a name="l00177"></a><span class="lineno"> 177</span>  cxxopts::value<std::string>(m_CachedNetworkFilePath)->default_value(<span class="stringliteral">""</span>))</div><div class="line"><a name="l00178"></a><span class="lineno"> 178</span> </div><div class="line"><a name="l00179"></a><span class="lineno"> 179</span>  (<span class="stringliteral">"s,save-cached-network"</span>,</div><div class="line"><a name="l00180"></a><span class="lineno"> 180</span>  <span class="stringliteral">"Enables saving the cached network to the file given with cached-network-file option."</span></div><div class="line"><a name="l00181"></a><span class="lineno"> 181</span>  <span class="stringliteral">" See also --cached-network-file"</span>,</div><div class="line"><a name="l00182"></a><span class="lineno"> 182</span>  cxxopts::value<bool>(m_SaveCachedNetwork)->default_value(<span class="stringliteral">"false"</span>))</div><div class="line"><a name="l00183"></a><span class="lineno"> 183</span> </div><div class="line"><a name="l00184"></a><span class="lineno"> 184</span>  (<span class="stringliteral">"number-of-threads"</span>,</div><div class="line"><a name="l00185"></a><span class="lineno"> 185</span>  <span class="stringliteral">"Assign the number of threads used by the CpuAcc backend. "</span></div><div class="line"><a name="l00186"></a><span class="lineno"> 186</span>  <span class="stringliteral">"Input value must be between 1 and 64. "</span></div><div class="line"><a name="l00187"></a><span class="lineno"> 187</span>  <span class="stringliteral">"Default is set to 0 (Backend will decide number of threads to use)."</span>,</div><div class="line"><a name="l00188"></a><span class="lineno"> 188</span>  cxxopts::value<unsigned int>(m_NumberOfThreads)->default_value(<span class="stringliteral">"0"</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="stringliteral">"t,cl-tuned-parameters-file"</span>,</div><div class="line"><a name="l00191"></a><span class="lineno"> 191</span>  <span class="stringliteral">"If non-empty, the given file will be used to load/save CL tuned parameters. "</span></div><div class="line"><a name="l00192"></a><span class="lineno"> 192</span>  <span class="stringliteral">"See also --cl-tuned-parameters-mode"</span>,</div><div class="line"><a name="l00193"></a><span class="lineno"> 193</span>  cxxopts::value<std::string>(m_ClTunedParametersFile)->default_value(<span class="stringliteral">""</span>))</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="stringliteral">"u,unsupported-operations"</span>,</div><div class="line"><a name="l00196"></a><span class="lineno"> 196</span>  <span class="stringliteral">"If non-empty, a comma-separated list of operation indices which the driver will forcibly "</span></div><div class="line"><a name="l00197"></a><span class="lineno"> 197</span>  <span class="stringliteral">"consider unsupported"</span>,</div><div class="line"><a name="l00198"></a><span class="lineno"> 198</span>  cxxopts::value<std::string>(unsupportedOperationsAsString)->default_value(<span class="stringliteral">""</span>))</div><div class="line"><a name="l00199"></a><span class="lineno"> 199</span> </div><div class="line"><a name="l00200"></a><span class="lineno"> 200</span>  (<span class="stringliteral">"v,verbose-logging"</span>, <span class="stringliteral">"Turns verbose logging on"</span>,</div><div class="line"><a name="l00201"></a><span class="lineno"> 201</span>  cxxopts::value<bool>(m_VerboseLogging)->default_value(<span class="stringliteral">"false"</span>)->implicit_value(<span class="stringliteral">"true"</span>))</div><div class="line"><a name="l00202"></a><span class="lineno"> 202</span> </div><div class="line"><a name="l00203"></a><span class="lineno"> 203</span>  (<span class="stringliteral">"V,version"</span>, <span class="stringliteral">"Show version information"</span>,</div><div class="line"><a name="l00204"></a><span class="lineno"> 204</span>  cxxopts::value<bool>(showVersion)->default_value(<span class="stringliteral">"false"</span>)->implicit_value(<span class="stringliteral">"true"</span>))</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>  }</div><div class="line"><a name="l00207"></a><span class="lineno"> 207</span>  <span class="keywordflow">catch</span> (<span class="keyword">const</span> std::exception& e)</div><div class="line"><a name="l00208"></a><span class="lineno"> 208</span>  {</div><div class="line"><a name="l00209"></a><span class="lineno"> 209</span>  VLOG(DRIVER) << <span class="stringliteral">"An error occurred attempting to construct options: "</span> << e.what();</div><div class="line"><a name="l00210"></a><span class="lineno"> 210</span>  std::cout << <span class="stringliteral">"An error occurred attempting to construct options: %s"</span> << std::endl;</div><div class="line"><a name="l00211"></a><span class="lineno"> 211</span>  m_ExitCode = EXIT_FAILURE;</div><div class="line"><a name="l00212"></a><span class="lineno"> 212</span>  <span class="keywordflow">return</span>;</div><div class="line"><a name="l00213"></a><span class="lineno"> 213</span>  }</div><div class="line"><a name="l00214"></a><span class="lineno"> 214</span> </div><div class="line"><a name="l00215"></a><span class="lineno"> 215</span>  <span class="keywordflow">try</span></div><div class="line"><a name="l00216"></a><span class="lineno"> 216</span>  {</div><div class="line"><a name="l00217"></a><span class="lineno"> 217</span>  cxxopts::ParseResult result = optionsDesc.parse(argc, argv);</div><div class="line"><a name="l00218"></a><span class="lineno"> 218</span>  }</div><div class="line"><a name="l00219"></a><span class="lineno"> 219</span>  <span class="keywordflow">catch</span> (<span class="keyword">const</span> cxxopts::OptionException& e)</div><div class="line"><a name="l00220"></a><span class="lineno"> 220</span>  {</div><div class="line"><a name="l00221"></a><span class="lineno"> 221</span>  VLOG(DRIVER) << <span class="stringliteral">"An exception occurred attempting to parse program options: "</span> << e.what();</div><div class="line"><a name="l00222"></a><span class="lineno"> 222</span>  std::cout << optionsDesc.help() << std::endl</div><div class="line"><a name="l00223"></a><span class="lineno"> 223</span>  << <span class="stringliteral">"An exception occurred while parsing program options: "</span> << std::endl</div><div class="line"><a name="l00224"></a><span class="lineno"> 224</span>  << e.what() << std::endl;</div><div class="line"><a name="l00225"></a><span class="lineno"> 225</span>  m_ShouldExit = <span class="keyword">true</span>;</div><div class="line"><a name="l00226"></a><span class="lineno"> 226</span>  m_ExitCode = EXIT_FAILURE;</div><div class="line"><a name="l00227"></a><span class="lineno"> 227</span>  <span class="keywordflow">return</span>;</div><div class="line"><a name="l00228"></a><span class="lineno"> 228</span>  }</div><div class="line"><a name="l00229"></a><span class="lineno"> 229</span>  <span class="keywordflow">if</span> (showHelp)</div><div class="line"><a name="l00230"></a><span class="lineno"> 230</span>  {</div><div class="line"><a name="l00231"></a><span class="lineno"> 231</span>  VLOG(DRIVER) << <span class="stringliteral">"Showing help and exiting"</span>;</div><div class="line"><a name="l00232"></a><span class="lineno"> 232</span>  std::cout << optionsDesc.help() << std::endl;</div><div class="line"><a name="l00233"></a><span class="lineno"> 233</span>  m_ShouldExit = <span class="keyword">true</span>;</div><div class="line"><a name="l00234"></a><span class="lineno"> 234</span>  m_ExitCode = EXIT_SUCCESS;</div><div class="line"><a name="l00235"></a><span class="lineno"> 235</span>  <span class="keywordflow">return</span>;</div><div class="line"><a name="l00236"></a><span class="lineno"> 236</span>  }</div><div class="line"><a name="l00237"></a><span class="lineno"> 237</span>  <span class="keywordflow">if</span> (showVersion)</div><div class="line"><a name="l00238"></a><span class="lineno"> 238</span>  {</div><div class="line"><a name="l00239"></a><span class="lineno"> 239</span>  VLOG(DRIVER) << <span class="stringliteral">"Showing version and exiting"</span>;</div><div class="line"><a name="l00240"></a><span class="lineno"> 240</span>  std::cout << <span class="stringliteral">"ArmNN Android NN driver for the Android Neural Networks API.\n"</span></div><div class="line"><a name="l00241"></a><span class="lineno"> 241</span>  <span class="stringliteral">"ArmNN v"</span> << <a class="code" href="include_2armnn_2_version_8hpp.xhtml#a50bf0553d5c4b76d18a3d37e155b4d11">ARMNN_VERSION</a> << std::endl;</div><div class="line"><a name="l00242"></a><span class="lineno"> 242</span>  m_ShouldExit = <span class="keyword">true</span>;</div><div class="line"><a name="l00243"></a><span class="lineno"> 243</span>  m_ExitCode = EXIT_SUCCESS;</div><div class="line"><a name="l00244"></a><span class="lineno"> 244</span>  <span class="keywordflow">return</span>;</div><div class="line"><a name="l00245"></a><span class="lineno"> 245</span>  }</div><div class="line"><a name="l00246"></a><span class="lineno"> 246</span> </div><div class="line"><a name="l00247"></a><span class="lineno"> 247</span>  <span class="comment">// Convert the string backend names into backendId's.</span></div><div class="line"><a name="l00248"></a><span class="lineno"> 248</span>  m_Backends.reserve(backends.size());</div><div class="line"><a name="l00249"></a><span class="lineno"> 249</span>  <span class="keywordflow">for</span> (<span class="keyword">auto</span>&& backend : backends)</div><div class="line"><a name="l00250"></a><span class="lineno"> 250</span>  {</div><div class="line"><a name="l00251"></a><span class="lineno"> 251</span>  m_Backends.emplace_back(backend);</div><div class="line"><a name="l00252"></a><span class="lineno"> 252</span>  }</div><div class="line"><a name="l00253"></a><span class="lineno"> 253</span> </div><div class="line"><a name="l00254"></a><span class="lineno"> 254</span>  <span class="comment">// If no backends have been specified then the default value is GpuAcc.</span></div><div class="line"><a name="l00255"></a><span class="lineno"> 255</span>  <span class="keywordflow">if</span> (backends.empty())</div><div class="line"><a name="l00256"></a><span class="lineno"> 256</span>  {</div><div class="line"><a name="l00257"></a><span class="lineno"> 257</span>  VLOG(DRIVER) << <span class="stringliteral">"No backends have been specified:"</span>;</div><div class="line"><a name="l00258"></a><span class="lineno"> 258</span>  std::cout << optionsDesc.help() << std::endl</div><div class="line"><a name="l00259"></a><span class="lineno"> 259</span>  << <span class="stringliteral">"Unable to start:"</span> << std::endl</div><div class="line"><a name="l00260"></a><span class="lineno"> 260</span>  << <span class="stringliteral">"No backends have been specified"</span> << std::endl;</div><div class="line"><a name="l00261"></a><span class="lineno"> 261</span>  m_ShouldExit = <span class="keyword">true</span>;</div><div class="line"><a name="l00262"></a><span class="lineno"> 262</span>  m_ExitCode = EXIT_FAILURE;</div><div class="line"><a name="l00263"></a><span class="lineno"> 263</span>  <span class="keywordflow">return</span>;</div><div class="line"><a name="l00264"></a><span class="lineno"> 264</span>  }</div><div class="line"><a name="l00265"></a><span class="lineno"> 265</span> </div><div class="line"><a name="l00266"></a><span class="lineno"> 266</span>  <span class="keywordflow">if</span> (!unsupportedOperationsAsString.empty())</div><div class="line"><a name="l00267"></a><span class="lineno"> 267</span>  {</div><div class="line"><a name="l00268"></a><span class="lineno"> 268</span>  std::istringstream argStream(unsupportedOperationsAsString);</div><div class="line"><a name="l00269"></a><span class="lineno"> 269</span> </div><div class="line"><a name="l00270"></a><span class="lineno"> 270</span>  std::string s;</div><div class="line"><a name="l00271"></a><span class="lineno"> 271</span>  <span class="keywordflow">while</span> (!argStream.eof())</div><div class="line"><a name="l00272"></a><span class="lineno"> 272</span>  {</div><div class="line"><a name="l00273"></a><span class="lineno"> 273</span>  std::getline(argStream, s, <span class="charliteral">','</span>);</div><div class="line"><a name="l00274"></a><span class="lineno"> 274</span>  <span class="keywordflow">try</span></div><div class="line"><a name="l00275"></a><span class="lineno"> 275</span>  {</div><div class="line"><a name="l00276"></a><span class="lineno"> 276</span>  <span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> operationIdx = std::stoi(s);</div><div class="line"><a name="l00277"></a><span class="lineno"> 277</span>  m_ForcedUnsupportedOperations.insert(operationIdx);</div><div class="line"><a name="l00278"></a><span class="lineno"> 278</span>  }</div><div class="line"><a name="l00279"></a><span class="lineno"> 279</span>  <span class="keywordflow">catch</span> (<span class="keyword">const</span> std::invalid_argument&)</div><div class="line"><a name="l00280"></a><span class="lineno"> 280</span>  {</div><div class="line"><a name="l00281"></a><span class="lineno"> 281</span>  VLOG(DRIVER) << <span class="stringliteral">"Ignoring invalid integer argument in -u/--unsupported-operations value: "</span> << s.c_str();</div><div class="line"><a name="l00282"></a><span class="lineno"> 282</span>  }</div><div class="line"><a name="l00283"></a><span class="lineno"> 283</span>  }</div><div class="line"><a name="l00284"></a><span class="lineno"> 284</span>  }</div><div class="line"><a name="l00285"></a><span class="lineno"> 285</span> </div><div class="line"><a name="l00286"></a><span class="lineno"> 286</span>  <span class="keywordflow">if</span> (!m_ClTunedParametersFile.empty())</div><div class="line"><a name="l00287"></a><span class="lineno"> 287</span>  {</div><div class="line"><a name="l00288"></a><span class="lineno"> 288</span>  <span class="comment">// The mode is only relevant if the file path has been provided</span></div><div class="line"><a name="l00289"></a><span class="lineno"> 289</span>  <span class="keywordflow">if</span> (clTunedParametersModeAsString == <span class="stringliteral">"UseTunedParameters"</span>)</div><div class="line"><a name="l00290"></a><span class="lineno"> 290</span>  {</div><div class="line"><a name="l00291"></a><span class="lineno"> 291</span>  m_ClTunedParametersMode = <a class="code" href="classarmnn_1_1_i_gpu_acc_tuned_parameters.xhtml#a46c8a310cf4c094f8c80e1cb8dc1f911aa5094385565dc10dda530dcc17a1159b">armnn::IGpuAccTunedParameters::Mode::UseTunedParameters</a>;</div><div class="line"><a name="l00292"></a><span class="lineno"> 292</span>  }</div><div class="line"><a name="l00293"></a><span class="lineno"> 293</span>  <span class="keywordflow">else</span> <span class="keywordflow">if</span> (clTunedParametersModeAsString == <span class="stringliteral">"UpdateTunedParameters"</span>)</div><div class="line"><a name="l00294"></a><span class="lineno"> 294</span>  {</div><div class="line"><a name="l00295"></a><span class="lineno"> 295</span>  m_ClTunedParametersMode = <a class="code" href="classarmnn_1_1_i_gpu_acc_tuned_parameters.xhtml#a46c8a310cf4c094f8c80e1cb8dc1f911ac20468a4ef4b1707d13a1aea2ece6104">armnn::IGpuAccTunedParameters::Mode::UpdateTunedParameters</a>;</div><div class="line"><a name="l00296"></a><span class="lineno"> 296</span>  }</div><div class="line"><a name="l00297"></a><span class="lineno"> 297</span>  <span class="keywordflow">else</span></div><div class="line"><a name="l00298"></a><span class="lineno"> 298</span>  {</div><div class="line"><a name="l00299"></a><span class="lineno"> 299</span>  VLOG(DRIVER) << <span class="stringliteral">"Requested unknown cl-tuned-parameters-mode "</span></div><div class="line"><a name="l00300"></a><span class="lineno"> 300</span>  << clTunedParametersModeAsString.c_str() << <span class="stringliteral">". Defaulting to UseTunedParameters"</span>;</div><div class="line"><a name="l00301"></a><span class="lineno"> 301</span>  }</div><div class="line"><a name="l00302"></a><span class="lineno"> 302</span> </div><div class="line"><a name="l00303"></a><span class="lineno"> 303</span>  <span class="keywordflow">if</span> (clTuningLevelAsString == <span class="stringliteral">"exhaustive"</span>)</div><div class="line"><a name="l00304"></a><span class="lineno"> 304</span>  {</div><div class="line"><a name="l00305"></a><span class="lineno"> 305</span>  m_ClTuningLevel = <a class="code" href="classarmnn_1_1_i_gpu_acc_tuned_parameters.xhtml#a707090747256af276c389e0cf1cb0a9aafaf34f09ea1e93bfbf591e19dc0dfb9f">armnn::IGpuAccTunedParameters::TuningLevel::Exhaustive</a>;</div><div class="line"><a name="l00306"></a><span class="lineno"> 306</span>  }</div><div class="line"><a name="l00307"></a><span class="lineno"> 307</span>  <span class="keywordflow">else</span> <span class="keywordflow">if</span> (clTuningLevelAsString == <span class="stringliteral">"normal"</span>)</div><div class="line"><a name="l00308"></a><span class="lineno"> 308</span>  {</div><div class="line"><a name="l00309"></a><span class="lineno"> 309</span>  m_ClTuningLevel = <a class="code" href="classarmnn_1_1_i_gpu_acc_tuned_parameters.xhtml#a707090747256af276c389e0cf1cb0a9aa960b44c579bc2f6818d2daaf9e4c16f0">armnn::IGpuAccTunedParameters::TuningLevel::Normal</a>;</div><div class="line"><a name="l00310"></a><span class="lineno"> 310</span>  }</div><div class="line"><a name="l00311"></a><span class="lineno"> 311</span>  <span class="keywordflow">else</span> <span class="keywordflow">if</span> (clTuningLevelAsString == <span class="stringliteral">"rapid"</span>)</div><div class="line"><a name="l00312"></a><span class="lineno"> 312</span>  {</div><div class="line"><a name="l00313"></a><span class="lineno"> 313</span>  m_ClTuningLevel = <a class="code" href="classarmnn_1_1_i_gpu_acc_tuned_parameters.xhtml#a707090747256af276c389e0cf1cb0a9aab571ef5b2664270d25bea4f4b61ffe68">armnn::IGpuAccTunedParameters::TuningLevel::Rapid</a>;</div><div class="line"><a name="l00314"></a><span class="lineno"> 314</span>  }</div><div class="line"><a name="l00315"></a><span class="lineno"> 315</span>  <span class="keywordflow">else</span></div><div class="line"><a name="l00316"></a><span class="lineno"> 316</span>  {</div><div class="line"><a name="l00317"></a><span class="lineno"> 317</span>  VLOG(DRIVER) << <span class="stringliteral">"Requested unknown cl-tuner-mode '%s'. "</span></div><div class="line"><a name="l00318"></a><span class="lineno"> 318</span>  <span class="stringliteral">"Defaulting to rapid"</span> << clTuningLevelAsString.c_str();</div><div class="line"><a name="l00319"></a><span class="lineno"> 319</span>  }</div><div class="line"><a name="l00320"></a><span class="lineno"> 320</span>  }</div><div class="line"><a name="l00321"></a><span class="lineno"> 321</span> }</div><div class="line"><a name="l00322"></a><span class="lineno"> 322</span> </div><div class="line"><a name="l00323"></a><span class="lineno"> 323</span> } <span class="comment">// namespace armnn_driver</span></div><div class="ttc" id="_canonical_utils_8hpp_xhtml"><div class="ttname"><a href="_canonical_utils_8hpp.xhtml">CanonicalUtils.hpp</a></div></div>
<div class="ttc" id="classarmnn_1_1_i_gpu_acc_tuned_parameters_xhtml_a46c8a310cf4c094f8c80e1cb8dc1f911aa5094385565dc10dda530dcc17a1159b"><div class="ttname"><a href="classarmnn_1_1_i_gpu_acc_tuned_parameters.xhtml#a46c8a310cf4c094f8c80e1cb8dc1f911aa5094385565dc10dda530dcc17a1159b">armnn::IGpuAccTunedParameters::Mode::UseTunedParameters</a></div></div>
<div class="ttc" id="include_2armnn_2_version_8hpp_xhtml_a50bf0553d5c4b76d18a3d37e155b4d11"><div class="ttname"><a href="include_2armnn_2_version_8hpp.xhtml#a50bf0553d5c4b76d18a3d37e155b4d11">ARMNN_VERSION</a></div><div class="ttdeci">#define ARMNN_VERSION</div><div class="ttdoc">ARMNN_VERSION: "X.Y.Z" where: X = Major version number Y = Minor version number Z = Patch version num...</div><div class="ttdef"><b>Definition:</b> <a href="include_2armnn_2_version_8hpp_source.xhtml#l00022">Version.hpp:22</a></div></div>
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<div class="ttc" id="include_2armnn_2_version_8hpp_xhtml"><div class="ttname"><a href="include_2armnn_2_version_8hpp.xhtml">Version.hpp</a></div></div>
<div class="ttc" id="namespacearmnn_xhtml_ae2f04a162585c0a5222a537efd5456ae"><div class="ttname"><a href="namespacearmnn.xhtml#ae2f04a162585c0a5222a537efd5456ae">armnn::Compute</a></div><div class="ttdeci">Compute</div><div class="ttdoc">The Compute enum is now deprecated and it is now being replaced by BackendId. </div><div class="ttdef"><b>Definition:</b> <a href="_backend_id_8hpp_source.xhtml#l00021">BackendId.hpp:21</a></div></div>
<div class="ttc" id="classarmnn_1_1_i_gpu_acc_tuned_parameters_xhtml_a707090747256af276c389e0cf1cb0a9aab571ef5b2664270d25bea4f4b61ffe68"><div class="ttname"><a href="classarmnn_1_1_i_gpu_acc_tuned_parameters.xhtml#a707090747256af276c389e0cf1cb0a9aab571ef5b2664270d25bea4f4b61ffe68">armnn::IGpuAccTunedParameters::TuningLevel::Rapid</a></div></div>
<div class="ttc" id="classarmnn_1_1_i_gpu_acc_tuned_parameters_xhtml_a707090747256af276c389e0cf1cb0a9aa960b44c579bc2f6818d2daaf9e4c16f0"><div class="ttname"><a href="classarmnn_1_1_i_gpu_acc_tuned_parameters.xhtml#a707090747256af276c389e0cf1cb0a9aa960b44c579bc2f6818d2daaf9e4c16f0">armnn::IGpuAccTunedParameters::TuningLevel::Normal</a></div></div>
<div class="ttc" id="classarmnn__driver_1_1_driver_options_xhtml_af306a2f7329c3ac6b5b1ff3192ed4540"><div class="ttname"><a href="classarmnn__driver_1_1_driver_options.xhtml#af306a2f7329c3ac6b5b1ff3192ed4540">armnn_driver::DriverOptions::DriverOptions</a></div><div class="ttdeci">DriverOptions()</div><div class="ttdef"><b>Definition:</b> <a href="_driver_options_8cpp_source.xhtml#l00077">DriverOptions.cpp:77</a></div></div>
<div class="ttc" id="_system_properties_utils_8hpp_xhtml"><div class="ttname"><a href="_system_properties_utils_8hpp.xhtml">SystemPropertiesUtils.hpp</a></div></div>
<div class="ttc" id="classarmnn_1_1_i_gpu_acc_tuned_parameters_xhtml_a46c8a310cf4c094f8c80e1cb8dc1f911ac20468a4ef4b1707d13a1aea2ece6104"><div class="ttname"><a href="classarmnn_1_1_i_gpu_acc_tuned_parameters.xhtml#a46c8a310cf4c094f8c80e1cb8dc1f911ac20468a4ef4b1707d13a1aea2ece6104">armnn::IGpuAccTunedParameters::Mode::UpdateTunedParameters</a></div></div>
<div class="ttc" id="namespacearmnn__driver_xhtml"><div class="ttname"><a href="namespacearmnn__driver.xhtml">armnn_driver</a></div><div class="ttdoc">Helper classes. </div><div class="ttdef"><b>Definition:</b> <a href="_armnn_device_8cpp_source.xhtml#l00037">ArmnnDevice.cpp:37</a></div></div>
<div class="ttc" id="_driver_options_8hpp_xhtml"><div class="ttname"><a href="_driver_options_8hpp.xhtml">DriverOptions.hpp</a></div></div>
<div class="ttc" id="classarmnn_1_1_i_gpu_acc_tuned_parameters_xhtml_a707090747256af276c389e0cf1cb0a9aafaf34f09ea1e93bfbf591e19dc0dfb9f"><div class="ttname"><a href="classarmnn_1_1_i_gpu_acc_tuned_parameters.xhtml#a707090747256af276c389e0cf1cb0a9aafaf34f09ea1e93bfbf591e19dc0dfb9f">armnn::IGpuAccTunedParameters::TuningLevel::Exhaustive</a></div></div>
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