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<div class="title">InferenceTest.hpp</div> </div>
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<a href="_inference_test_8hpp.xhtml">Go to the documentation of this file.</a><div class="fragment"><div class="line"><a name="l00001"></a><span class="lineno"> 1</span> <span class="comment">//</span></div><div class="line"><a name="l00002"></a><span class="lineno"> 2</span> <span class="comment">// Copyright © 2017 Arm Ltd. All rights reserved.</span></div><div class="line"><a name="l00003"></a><span class="lineno"> 3</span> <span class="comment">// SPDX-License-Identifier: MIT</span></div><div class="line"><a name="l00004"></a><span class="lineno"> 4</span> <span class="comment">//</span></div><div class="line"><a name="l00005"></a><span class="lineno"> 5</span> <span class="preprocessor">#pragma once</span></div><div class="line"><a name="l00006"></a><span class="lineno"> 6</span> </div><div class="line"><a name="l00007"></a><span class="lineno"> 7</span> <span class="preprocessor">#include "<a class="code" href="_inference_model_8hpp.xhtml">InferenceModel.hpp</a>"</span></div><div class="line"><a name="l00008"></a><span class="lineno"> 8</span> </div><div class="line"><a name="l00009"></a><span class="lineno"> 9</span> <span class="preprocessor">#include <<a class="code" href="_arm_n_n_8hpp.xhtml">armnn/ArmNN.hpp</a>></span></div><div class="line"><a name="l00010"></a><span class="lineno"> 10</span> <span class="preprocessor">#include <<a class="code" href="_logging_8hpp.xhtml">armnn/Logging.hpp</a>></span></div><div class="line"><a name="l00011"></a><span class="lineno"> 11</span> <span class="preprocessor">#include <<a class="code" href="_types_utils_8hpp.xhtml">armnn/TypesUtils.hpp</a>></span></div><div class="line"><a name="l00012"></a><span class="lineno"> 12</span> <span class="preprocessor">#include <<a class="code" href="_ignore_unused_8hpp.xhtml">armnn/utility/IgnoreUnused.hpp</a>></span></div><div class="line"><a name="l00013"></a><span class="lineno"> 13</span> </div><div class="line"><a name="l00014"></a><span class="lineno"> 14</span> <span class="preprocessor">#include <cxxopts/cxxopts.hpp></span></div><div class="line"><a name="l00015"></a><span class="lineno"> 15</span> <span class="preprocessor">#include <fmt/format.h></span></div><div class="line"><a name="l00016"></a><span class="lineno"> 16</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="keyword">namespace </span><a class="code" href="namespacearmnn.xhtml">armnn</a></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> </div><div class="line"><a name="l00021"></a><span class="lineno"><a class="line" href="namespacearmnn.xhtml#a8022a6869bffa6233fec784a471c1680"> 21</a></span> <span class="keyword">inline</span> std::istream& <a class="code" href="namespacearmnn.xhtml#a8022a6869bffa6233fec784a471c1680">operator>></a>(std::istream& in, <a class="code" href="namespacearmnn.xhtml#ae2f04a162585c0a5222a537efd5456ae">armnn::Compute</a>& compute)</div><div class="line"><a name="l00022"></a><span class="lineno"> 22</span> {</div><div class="line"><a name="l00023"></a><span class="lineno"> 23</span>  std::string token;</div><div class="line"><a name="l00024"></a><span class="lineno"> 24</span>  in >> token;</div><div class="line"><a name="l00025"></a><span class="lineno"> 25</span>  compute = <a class="code" href="namespacearmnn.xhtml#a65645fa03bf8cddfb9d8a9f83beeb6e8">armnn::ParseComputeDevice</a>(token.c_str());</div><div class="line"><a name="l00026"></a><span class="lineno"> 26</span>  <span class="keywordflow">if</span> (compute == <a class="code" href="namespacearmnn.xhtml#ae2f04a162585c0a5222a537efd5456aeaec0fc0100c4fc1ce4eea230c3dc10360">armnn::Compute::Undefined</a>)</div><div class="line"><a name="l00027"></a><span class="lineno"> 27</span>  {</div><div class="line"><a name="l00028"></a><span class="lineno"> 28</span>  in.setstate(std::ios_base::failbit);</div><div class="line"><a name="l00029"></a><span class="lineno"> 29</span>  <span class="keywordflow">throw</span> cxxopts::OptionException(fmt::format(<span class="stringliteral">"Unrecognised compute device: {}"</span>, token));</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>  <span class="keywordflow">return</span> in;</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> </div><div class="line"><a name="l00034"></a><span class="lineno"><a class="line" href="namespacearmnn.xhtml#a3c51506c471a4513dcc3364514d75f39"> 34</a></span> <span class="keyword">inline</span> std::istream& <a class="code" href="namespacearmnn.xhtml#a8022a6869bffa6233fec784a471c1680">operator>></a>(std::istream& in, <a class="code" href="classarmnn_1_1_backend_id.xhtml">armnn::BackendId</a>& backend)</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::string token;</div><div class="line"><a name="l00037"></a><span class="lineno"> 37</span>  in >> token;</div><div class="line"><a name="l00038"></a><span class="lineno"> 38</span>  <a class="code" href="namespacearmnn.xhtml#ae2f04a162585c0a5222a537efd5456ae">armnn::Compute</a> compute = <a class="code" href="namespacearmnn.xhtml#a65645fa03bf8cddfb9d8a9f83beeb6e8">armnn::ParseComputeDevice</a>(token.c_str());</div><div class="line"><a name="l00039"></a><span class="lineno"> 39</span>  <span class="keywordflow">if</span> (compute == <a class="code" href="namespacearmnn.xhtml#ae2f04a162585c0a5222a537efd5456aeaec0fc0100c4fc1ce4eea230c3dc10360">armnn::Compute::Undefined</a>)</div><div class="line"><a name="l00040"></a><span class="lineno"> 40</span>  {</div><div class="line"><a name="l00041"></a><span class="lineno"> 41</span>  in.setstate(std::ios_base::failbit);</div><div class="line"><a name="l00042"></a><span class="lineno"> 42</span>  <span class="keywordflow">throw</span> cxxopts::OptionException(fmt::format(<span class="stringliteral">"Unrecognised compute device: {}"</span>, token));</div><div class="line"><a name="l00043"></a><span class="lineno"> 43</span>  }</div><div class="line"><a name="l00044"></a><span class="lineno"> 44</span>  backend = compute;</div><div class="line"><a name="l00045"></a><span class="lineno"> 45</span>  <span class="keywordflow">return</span> in;</div><div class="line"><a name="l00046"></a><span class="lineno"> 46</span> }</div><div class="line"><a name="l00047"></a><span class="lineno"> 47</span> </div><div class="line"><a name="l00048"></a><span class="lineno"> 48</span> <span class="keyword">namespace </span>test</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> </div><div class="line"><a name="l00051"></a><span class="lineno"><a class="line" href="classarmnn_1_1test_1_1_test_framework_exception.xhtml"> 51</a></span> <span class="keyword">class </span><a class="code" href="classarmnn_1_1test_1_1_test_framework_exception.xhtml">TestFrameworkException</a> : <span class="keyword">public</span> <a class="code" href="classarmnn_1_1_exception.xhtml">Exception</a></div><div class="line"><a name="l00052"></a><span class="lineno"> 52</span> {</div><div class="line"><a name="l00053"></a><span class="lineno"> 53</span> <span class="keyword">public</span>:</div><div class="line"><a name="l00054"></a><span class="lineno"> 54</span>  <span class="keyword">using</span> <a class="code" href="classarmnn_1_1_exception.xhtml#ad56b7b14f59554e891ad88b26cbf8ac3">Exception::Exception</a>;</div><div class="line"><a name="l00055"></a><span class="lineno"> 55</span> };</div><div class="line"><a name="l00056"></a><span class="lineno"> 56</span> </div><div class="line"><a name="l00057"></a><span class="lineno"><a class="line" href="structarmnn_1_1test_1_1_inference_test_options.xhtml"> 57</a></span> <span class="keyword">struct </span><a class="code" href="structarmnn_1_1test_1_1_inference_test_options.xhtml">InferenceTestOptions</a></div><div class="line"><a name="l00058"></a><span class="lineno"> 58</span> {</div><div class="line"><a name="l00059"></a><span class="lineno"><a class="line" href="structarmnn_1_1test_1_1_inference_test_options.xhtml#ac9c49972e7f8db643b3c72aa782278df"> 59</a></span>  <span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> <a class="code" href="structarmnn_1_1test_1_1_inference_test_options.xhtml#ac9c49972e7f8db643b3c72aa782278df">m_IterationCount</a>;</div><div class="line"><a name="l00060"></a><span class="lineno"><a class="line" href="structarmnn_1_1test_1_1_inference_test_options.xhtml#a5955b5dadde32f0c5687ab38f77c5be5"> 60</a></span>  std::string <a class="code" href="structarmnn_1_1test_1_1_inference_test_options.xhtml#a5955b5dadde32f0c5687ab38f77c5be5">m_InferenceTimesFile</a>;</div><div class="line"><a name="l00061"></a><span class="lineno"><a class="line" href="structarmnn_1_1test_1_1_inference_test_options.xhtml#a26d42007440bb01a1a6d0ab3b5a657ee"> 61</a></span>  <span class="keywordtype">bool</span> <a class="code" href="structarmnn_1_1test_1_1_inference_test_options.xhtml#a26d42007440bb01a1a6d0ab3b5a657ee">m_EnableProfiling</a>;</div><div class="line"><a name="l00062"></a><span class="lineno"><a class="line" href="structarmnn_1_1test_1_1_inference_test_options.xhtml#ae43cf4b5df0068ee6a9151c98947248b"> 62</a></span>  std::string <a class="code" href="structarmnn_1_1test_1_1_inference_test_options.xhtml#ae43cf4b5df0068ee6a9151c98947248b">m_DynamicBackendsPath</a>;</div><div class="line"><a name="l00063"></a><span class="lineno"> 63</span> </div><div class="line"><a name="l00064"></a><span class="lineno"><a class="line" href="structarmnn_1_1test_1_1_inference_test_options.xhtml#aca7c067e094606cb4e9eac6919f452c6"> 64</a></span>  <a class="code" href="structarmnn_1_1test_1_1_inference_test_options.xhtml#aca7c067e094606cb4e9eac6919f452c6">InferenceTestOptions</a>()</div><div class="line"><a name="l00065"></a><span class="lineno"> 65</span>  : m_IterationCount(0)</div><div class="line"><a name="l00066"></a><span class="lineno"> 66</span>  , m_EnableProfiling(0)</div><div class="line"><a name="l00067"></a><span class="lineno"> 67</span>  , m_DynamicBackendsPath()</div><div class="line"><a name="l00068"></a><span class="lineno"> 68</span>  {}</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> </div><div class="line"><a name="l00071"></a><span class="lineno"><a class="line" href="namespacearmnn_1_1test.xhtml#a05b3d6105613d2d14099667a6b8ca67b"> 71</a></span> <span class="keyword">enum class</span> <a class="code" href="namespacearmnn_1_1test.xhtml#a05b3d6105613d2d14099667a6b8ca67b">TestCaseResult</a></div><div class="line"><a name="l00072"></a><span class="lineno"> 72</span> {<span class="comment"></span></div><div class="line"><a name="l00073"></a><span class="lineno"> 73</span> <span class="comment"> /// The test completed without any errors.</span></div><div class="line"><a name="l00074"></a><span class="lineno"> 74</span> <span class="comment"></span> <a class="code" href="namespacearmnn_1_1test.xhtml#a05b3d6105613d2d14099667a6b8ca67baa60852f204ed8028c1c58808b746d115">Ok</a>,<span class="comment"></span></div><div class="line"><a name="l00075"></a><span class="lineno"> 75</span> <span class="comment"> /// The test failed (e.g. the prediction didn't match the validation file).</span></div><div class="line"><a name="l00076"></a><span class="lineno"> 76</span> <span class="comment"> /// This will eventually fail the whole program but the remaining test cases will still be run.</span></div><div class="line"><a name="l00077"></a><span class="lineno"> 77</span> <span class="comment"></span> <a class="code" href="namespacearmnn_1_1test.xhtml#a05b3d6105613d2d14099667a6b8ca67bad7c8c85bf79bbe1b7188497c32c3b0ca">Failed</a>,<span class="comment"></span></div><div class="line"><a name="l00078"></a><span class="lineno"> 78</span> <span class="comment"> /// The test failed with a fatal error. The remaining tests will not be run.</span></div><div class="line"><a name="l00079"></a><span class="lineno"> 79</span> <span class="comment"></span> <a class="code" href="namespacearmnn_1_1test.xhtml#a05b3d6105613d2d14099667a6b8ca67ba727b63583e01fa2b3952dab580c84dc2">Abort</a></div><div class="line"><a name="l00080"></a><span class="lineno"> 80</span> };</div><div class="line"><a name="l00081"></a><span class="lineno"> 81</span> </div><div class="line"><a name="l00082"></a><span class="lineno"><a class="line" href="classarmnn_1_1test_1_1_i_inference_test_case.xhtml"> 82</a></span> <span class="keyword">class </span><a class="code" href="classarmnn_1_1test_1_1_i_inference_test_case.xhtml">IInferenceTestCase</a></div><div class="line"><a name="l00083"></a><span class="lineno"> 83</span> {</div><div class="line"><a name="l00084"></a><span class="lineno"> 84</span> <span class="keyword">public</span>:</div><div class="line"><a name="l00085"></a><span class="lineno"><a class="line" href="classarmnn_1_1test_1_1_i_inference_test_case.xhtml#a99e369e14a0ce3322d3fd5520b819ab3"> 85</a></span>  <span class="keyword">virtual</span> <a class="code" href="classarmnn_1_1test_1_1_i_inference_test_case.xhtml#a99e369e14a0ce3322d3fd5520b819ab3">~IInferenceTestCase</a>() {}</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>  <span class="keyword">virtual</span> <span class="keywordtype">void</span> Run() = 0;</div><div class="line"><a name="l00088"></a><span class="lineno"> 88</span>  <span class="keyword">virtual</span> <a class="code" href="namespacearmnn_1_1test.xhtml#a05b3d6105613d2d14099667a6b8ca67b">TestCaseResult</a> ProcessResult(<span class="keyword">const</span> <a class="code" href="structarmnn_1_1test_1_1_inference_test_options.xhtml">InferenceTestOptions</a>& options) = 0;</div><div class="line"><a name="l00089"></a><span class="lineno"> 89</span> };</div><div class="line"><a name="l00090"></a><span class="lineno"> 90</span> </div><div class="line"><a name="l00091"></a><span class="lineno"><a class="line" href="classarmnn_1_1test_1_1_i_inference_test_case_provider.xhtml"> 91</a></span> <span class="keyword">class </span><a class="code" href="classarmnn_1_1test_1_1_i_inference_test_case_provider.xhtml">IInferenceTestCaseProvider</a></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> <span class="keyword">public</span>:</div><div class="line"><a name="l00094"></a><span class="lineno"><a class="line" href="classarmnn_1_1test_1_1_i_inference_test_case_provider.xhtml#a63e4bc6c42594357e52b06e386b48d30"> 94</a></span>  <span class="keyword">virtual</span> <a class="code" href="classarmnn_1_1test_1_1_i_inference_test_case_provider.xhtml#a63e4bc6c42594357e52b06e386b48d30">~IInferenceTestCaseProvider</a>() {}</div><div class="line"><a name="l00095"></a><span class="lineno"> 95</span> </div><div class="line"><a name="l00096"></a><span class="lineno"><a class="line" href="classarmnn_1_1test_1_1_i_inference_test_case_provider.xhtml#a87d20f49fba1d117545ec865cc43b364"> 96</a></span>  <span class="keyword">virtual</span> <span class="keywordtype">void</span> <a class="code" href="classarmnn_1_1test_1_1_i_inference_test_case_provider.xhtml#a87d20f49fba1d117545ec865cc43b364">AddCommandLineOptions</a>(cxxopts::Options& options, std::vector<std::string>& required)</div><div class="line"><a name="l00097"></a><span class="lineno"> 97</span>  {</div><div class="line"><a name="l00098"></a><span class="lineno"> 98</span>  <a class="code" href="namespacearmnn.xhtml#a44affeeb090c3c6a3062830562672e84">IgnoreUnused</a>(options, required);</div><div class="line"><a name="l00099"></a><span class="lineno"> 99</span>  };</div><div class="line"><a name="l00100"></a><span class="lineno"><a class="line" href="classarmnn_1_1test_1_1_i_inference_test_case_provider.xhtml#a0b5cdedc222fce2b18000949f0699880"> 100</a></span>  <span class="keyword">virtual</span> <span class="keywordtype">bool</span> <a class="code" href="classarmnn_1_1test_1_1_i_inference_test_case_provider.xhtml#a0b5cdedc222fce2b18000949f0699880">ProcessCommandLineOptions</a>(<span class="keyword">const</span> <a class="code" href="structarmnn_1_1test_1_1_inference_test_options.xhtml">InferenceTestOptions</a> &commonOptions)</div><div class="line"><a name="l00101"></a><span class="lineno"> 101</span>  {</div><div class="line"><a name="l00102"></a><span class="lineno"> 102</span>  <a class="code" href="namespacearmnn.xhtml#a44affeeb090c3c6a3062830562672e84">IgnoreUnused</a>(commonOptions);</div><div class="line"><a name="l00103"></a><span class="lineno"> 103</span>  <span class="keywordflow">return</span> <span class="keyword">true</span>;</div><div class="line"><a name="l00104"></a><span class="lineno"> 104</span>  };</div><div class="line"><a name="l00105"></a><span class="lineno"> 105</span>  <span class="keyword">virtual</span> std::unique_ptr<IInferenceTestCase> GetTestCase(<span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> testCaseId) = 0;</div><div class="line"><a name="l00106"></a><span class="lineno"><a class="line" href="classarmnn_1_1test_1_1_i_inference_test_case_provider.xhtml#a88bbd5a851f1148bf5a90db7779be261"> 106</a></span>  <span class="keyword">virtual</span> <span class="keywordtype">bool</span> <a class="code" href="classarmnn_1_1test_1_1_i_inference_test_case_provider.xhtml#a88bbd5a851f1148bf5a90db7779be261">OnInferenceTestFinished</a>() { <span class="keywordflow">return</span> <span class="keyword">true</span>; };</div><div class="line"><a name="l00107"></a><span class="lineno"> 107</span> };</div><div class="line"><a name="l00108"></a><span class="lineno"> 108</span> </div><div class="line"><a name="l00109"></a><span class="lineno"> 109</span> <span class="keyword">template</span> <<span class="keyword">typename</span> TModel></div><div class="line"><a name="l00110"></a><span class="lineno"><a class="line" href="classarmnn_1_1test_1_1_inference_model_test_case.xhtml"> 110</a></span> <span class="keyword">class </span><a class="code" href="classarmnn_1_1test_1_1_inference_model_test_case.xhtml">InferenceModelTestCase</a> : <span class="keyword">public</span> <a class="code" href="classarmnn_1_1test_1_1_i_inference_test_case.xhtml">IInferenceTestCase</a></div><div class="line"><a name="l00111"></a><span class="lineno"> 111</span> {</div><div class="line"><a name="l00112"></a><span class="lineno"> 112</span> <span class="keyword">public</span>:</div><div class="line"><a name="l00113"></a><span class="lineno"><a class="line" href="classarmnn_1_1test_1_1_inference_model_test_case.xhtml#acf933608643ce27b3c68e3431d047d0a"> 113</a></span>  <span class="keyword">using</span> <a class="code" href="classarmnn_1_1test_1_1_inference_model_test_case.xhtml#acf933608643ce27b3c68e3431d047d0a">TContainer</a> = mapbox::util::variant<std::vector<float>, std::vector<int>, std::vector<unsigned char>>;</div><div class="line"><a name="l00114"></a><span class="lineno"> 114</span> </div><div class="line"><a name="l00115"></a><span class="lineno"><a class="line" href="classarmnn_1_1test_1_1_inference_model_test_case.xhtml#a88053b26f583deec802e194f2547378d"> 115</a></span>  <a class="code" href="classarmnn_1_1test_1_1_inference_model_test_case.xhtml#a88053b26f583deec802e194f2547378d">InferenceModelTestCase</a>(TModel& model,</div><div class="line"><a name="l00116"></a><span class="lineno"> 116</span>  <span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> testCaseId,</div><div class="line"><a name="l00117"></a><span class="lineno"> 117</span>  <span class="keyword">const</span> std::vector<TContainer>& inputs,</div><div class="line"><a name="l00118"></a><span class="lineno"> 118</span>  <span class="keyword">const</span> std::vector<unsigned int>& outputSizes)</div><div class="line"><a name="l00119"></a><span class="lineno"> 119</span>  : m_Model(model)</div><div class="line"><a name="l00120"></a><span class="lineno"> 120</span>  , m_TestCaseId(testCaseId)</div><div class="line"><a name="l00121"></a><span class="lineno"> 121</span>  , m_Inputs(<a class="code" href="namespacestd.xhtml">std</a>::move(inputs))</div><div class="line"><a name="l00122"></a><span class="lineno"> 122</span>  {</div><div class="line"><a name="l00123"></a><span class="lineno"> 123</span>  <span class="comment">// Initialize output vector</span></div><div class="line"><a name="l00124"></a><span class="lineno"> 124</span>  <span class="keyword">const</span> <span class="keywordtype">size_t</span> numOutputs = outputSizes.size();</div><div class="line"><a name="l00125"></a><span class="lineno"> 125</span>  m_Outputs.reserve(numOutputs);</div><div class="line"><a name="l00126"></a><span class="lineno"> 126</span> </div><div class="line"><a name="l00127"></a><span class="lineno"> 127</span>  <span class="keywordflow">for</span> (<span class="keywordtype">size_t</span> i = 0; i < numOutputs; i++)</div><div class="line"><a name="l00128"></a><span class="lineno"> 128</span>  {</div><div class="line"><a name="l00129"></a><span class="lineno"> 129</span>  m_Outputs.push_back(std::vector<typename TModel::DataType>(outputSizes[i]));</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>  }</div><div class="line"><a name="l00132"></a><span class="lineno"> 132</span> </div><div class="line"><a name="l00133"></a><span class="lineno"><a class="line" href="classarmnn_1_1test_1_1_inference_model_test_case.xhtml#aa257380f53ef27922dda47c7e41bba88"> 133</a></span>  <span class="keyword">virtual</span> <span class="keywordtype">void</span> <a class="code" href="classarmnn_1_1test_1_1_inference_model_test_case.xhtml#aa257380f53ef27922dda47c7e41bba88">Run</a>()<span class="keyword"> override</span></div><div class="line"><a name="l00134"></a><span class="lineno"> 134</span> <span class="keyword"> </span>{</div><div class="line"><a name="l00135"></a><span class="lineno"> 135</span>  m_Model.Run(m_Inputs, m_Outputs);</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> </div><div class="line"><a name="l00138"></a><span class="lineno"> 138</span> <span class="keyword">protected</span>:</div><div class="line"><a name="l00139"></a><span class="lineno"><a class="line" href="classarmnn_1_1test_1_1_inference_model_test_case.xhtml#a4ab19ef735b92c4d4f688f0659e5565e"> 139</a></span>  <span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> <a class="code" href="classarmnn_1_1test_1_1_inference_model_test_case.xhtml#a4ab19ef735b92c4d4f688f0659e5565e">GetTestCaseId</a>()<span class="keyword"> const </span>{ <span class="keywordflow">return</span> m_TestCaseId; }</div><div class="line"><a name="l00140"></a><span class="lineno"><a class="line" href="classarmnn_1_1test_1_1_inference_model_test_case.xhtml#ae7a175231eff460f6d32272930049ca2"> 140</a></span>  <span class="keyword">const</span> std::vector<TContainer>& <a class="code" href="classarmnn_1_1test_1_1_inference_model_test_case.xhtml#ae7a175231eff460f6d32272930049ca2">GetOutputs</a>()<span class="keyword"> const </span>{ <span class="keywordflow">return</span> m_Outputs; }</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="keyword">private</span>:</div><div class="line"><a name="l00143"></a><span class="lineno"> 143</span>  TModel& m_Model;</div><div class="line"><a name="l00144"></a><span class="lineno"> 144</span>  <span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> m_TestCaseId;</div><div class="line"><a name="l00145"></a><span class="lineno"> 145</span>  std::vector<TContainer> m_Inputs;</div><div class="line"><a name="l00146"></a><span class="lineno"> 146</span>  std::vector<TContainer> m_Outputs;</div><div class="line"><a name="l00147"></a><span class="lineno"> 147</span> };</div><div class="line"><a name="l00148"></a><span class="lineno"> 148</span> </div><div class="line"><a name="l00149"></a><span class="lineno"> 149</span> <span class="keyword">template</span> <<span class="keyword">typename</span> TTestCaseDatabase, <span class="keyword">typename</span> TModel></div><div class="line"><a name="l00150"></a><span class="lineno"><a class="line" href="classarmnn_1_1test_1_1_classifier_test_case.xhtml"> 150</a></span> <span class="keyword">class </span><a class="code" href="classarmnn_1_1test_1_1_classifier_test_case.xhtml">ClassifierTestCase</a> : <span class="keyword">public</span> <a class="code" href="classarmnn_1_1test_1_1_inference_model_test_case.xhtml">InferenceModelTestCase</a><TModel></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="keyword">public</span>:</div><div class="line"><a name="l00153"></a><span class="lineno"> 153</span>  <a class="code" href="classarmnn_1_1test_1_1_classifier_test_case.xhtml">ClassifierTestCase</a>(<span class="keywordtype">int</span>& numInferencesRef,</div><div class="line"><a name="l00154"></a><span class="lineno"> 154</span>  <span class="keywordtype">int</span>& numCorrectInferencesRef,</div><div class="line"><a name="l00155"></a><span class="lineno"> 155</span>  <span class="keyword">const</span> std::vector<unsigned int>& validationPredictions,</div><div class="line"><a name="l00156"></a><span class="lineno"> 156</span>  std::vector<unsigned int>* validationPredictionsOut,</div><div class="line"><a name="l00157"></a><span class="lineno"> 157</span>  TModel& model,</div><div class="line"><a name="l00158"></a><span class="lineno"> 158</span>  <span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> testCaseId,</div><div class="line"><a name="l00159"></a><span class="lineno"> 159</span>  <span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> label,</div><div class="line"><a name="l00160"></a><span class="lineno"> 160</span>  std::vector<typename TModel::DataType> modelInput);</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>  <span class="keyword">virtual</span> <a class="code" href="namespacearmnn_1_1test.xhtml#a05b3d6105613d2d14099667a6b8ca67b">TestCaseResult</a> ProcessResult(<span class="keyword">const</span> <a class="code" href="structarmnn_1_1test_1_1_inference_test_options.xhtml">InferenceTestOptions</a>& params) <span class="keyword">override</span>;</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> <span class="keyword">private</span>:</div><div class="line"><a name="l00165"></a><span class="lineno"> 165</span>  <span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> m_Label;</div><div class="line"><a name="l00166"></a><span class="lineno"> 166</span>  <a class="code" href="namespace_inference_model_internal.xhtml#a6e713a319588c57fc854bc478f5ee13a">InferenceModelInternal::QuantizationParams</a> m_QuantizationParams;</div><div class="line"><a name="l00167"></a><span class="lineno"> 167</span> <span class="comment"></span></div><div class="line"><a name="l00168"></a><span class="lineno"> 168</span> <span class="comment"> /// These fields reference the corresponding member in the ClassifierTestCaseProvider.</span></div><div class="line"><a name="l00169"></a><span class="lineno"> 169</span> <span class="comment"> /// @{</span></div><div class="line"><a name="l00170"></a><span class="lineno"> 170</span> <span class="comment"></span> <span class="keywordtype">int</span>& m_NumInferencesRef;</div><div class="line"><a name="l00171"></a><span class="lineno"> 171</span>  <span class="keywordtype">int</span>& m_NumCorrectInferencesRef;</div><div class="line"><a name="l00172"></a><span class="lineno"> 172</span>  <span class="keyword">const</span> std::vector<unsigned int>& m_ValidationPredictions;</div><div class="line"><a name="l00173"></a><span class="lineno"> 173</span>  std::vector<unsigned int>* m_ValidationPredictionsOut;<span class="comment"></span></div><div class="line"><a name="l00174"></a><span class="lineno"> 174</span> <span class="comment"> /// @}</span></div><div class="line"><a name="l00175"></a><span class="lineno"> 175</span> <span class="comment"></span>};</div><div class="line"><a name="l00176"></a><span class="lineno"> 176</span> </div><div class="line"><a name="l00177"></a><span class="lineno"> 177</span> <span class="keyword">template</span> <<span class="keyword">typename</span> TDatabase, <span class="keyword">typename</span> InferenceModel></div><div class="line"><a name="l00178"></a><span class="lineno"><a class="line" href="classarmnn_1_1test_1_1_classifier_test_case_provider.xhtml"> 178</a></span> <span class="keyword">class </span><a class="code" href="classarmnn_1_1test_1_1_classifier_test_case_provider.xhtml">ClassifierTestCaseProvider</a> : <span class="keyword">public</span> <a class="code" href="classarmnn_1_1test_1_1_i_inference_test_case_provider.xhtml">IInferenceTestCaseProvider</a></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> <span class="keyword">public</span>:</div><div class="line"><a name="l00181"></a><span class="lineno"> 181</span>  <span class="keyword">template</span> <<span class="keyword">typename</span> TConstructDatabaseCallable, <span class="keyword">typename</span> TConstructModelCallable></div><div class="line"><a name="l00182"></a><span class="lineno"> 182</span>  <a class="code" href="classarmnn_1_1test_1_1_classifier_test_case_provider.xhtml">ClassifierTestCaseProvider</a>(TConstructDatabaseCallable constructDatabase, TConstructModelCallable constructModel);</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="keyword">virtual</span> <span class="keywordtype">void</span> AddCommandLineOptions(cxxopts::Options& options, std::vector<std::string>& required) <span class="keyword">override</span>;</div><div class="line"><a name="l00185"></a><span class="lineno"> 185</span>  <span class="keyword">virtual</span> <span class="keywordtype">bool</span> ProcessCommandLineOptions(<span class="keyword">const</span> <a class="code" href="structarmnn_1_1test_1_1_inference_test_options.xhtml">InferenceTestOptions</a> &commonOptions) <span class="keyword">override</span>;</div><div class="line"><a name="l00186"></a><span class="lineno"> 186</span>  <span class="keyword">virtual</span> std::unique_ptr<IInferenceTestCase> GetTestCase(<span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> testCaseId) <span class="keyword">override</span>;</div><div class="line"><a name="l00187"></a><span class="lineno"> 187</span>  <span class="keyword">virtual</span> <span class="keywordtype">bool</span> OnInferenceTestFinished() <span class="keyword">override</span>;</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> <span class="keyword">private</span>:</div><div class="line"><a name="l00190"></a><span class="lineno"> 190</span>  <span class="keywordtype">void</span> ReadPredictions();</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>  <span class="keyword">typename</span> <a class="code" href="struct_inference_model_1_1_command_line_options.xhtml">InferenceModel::CommandLineOptions</a> m_ModelCommandLineOptions;</div><div class="line"><a name="l00193"></a><span class="lineno"> 193</span>  std::function<std::unique_ptr<InferenceModel>(<span class="keyword">const</span> <a class="code" href="structarmnn_1_1test_1_1_inference_test_options.xhtml">InferenceTestOptions</a>& commonOptions,</div><div class="line"><a name="l00194"></a><span class="lineno"> 194</span>  <span class="keyword">typename</span> <a class="code" href="struct_inference_model_1_1_command_line_options.xhtml">InferenceModel::CommandLineOptions</a>)> m_ConstructModel;</div><div class="line"><a name="l00195"></a><span class="lineno"> 195</span>  std::unique_ptr<InferenceModel> m_Model;</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>  std::string m_DataDir;</div><div class="line"><a name="l00198"></a><span class="lineno"> 198</span>  std::function<TDatabase(const char*, const InferenceModel&)> m_ConstructDatabase;</div><div class="line"><a name="l00199"></a><span class="lineno"> 199</span>  std::unique_ptr<TDatabase> m_Database;</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>  <span class="keywordtype">int</span> m_NumInferences; <span class="comment">// Referenced by test cases.</span></div><div class="line"><a name="l00202"></a><span class="lineno"> 202</span>  <span class="keywordtype">int</span> m_NumCorrectInferences; <span class="comment">// Referenced by test cases.</span></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>  std::string m_ValidationFileIn;</div><div class="line"><a name="l00205"></a><span class="lineno"> 205</span>  std::vector<unsigned int> m_ValidationPredictions; <span class="comment">// Referenced by test cases.</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>  std::string m_ValidationFileOut;</div><div class="line"><a name="l00208"></a><span class="lineno"> 208</span>  std::vector<unsigned int> m_ValidationPredictionsOut; <span class="comment">// Referenced by test cases.</span></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> </div><div class="line"><a name="l00211"></a><span class="lineno"> 211</span> <span class="keywordtype">bool</span> <a class="code" href="namespacearmnn_1_1test.xhtml#ae2e622d6018bd48beabd765d4f6e5714">ParseCommandLine</a>(<span class="keywordtype">int</span> argc, <span class="keywordtype">char</span>** argv, <a class="code" href="classarmnn_1_1test_1_1_i_inference_test_case_provider.xhtml">IInferenceTestCaseProvider</a>& testCaseProvider,</div><div class="line"><a name="l00212"></a><span class="lineno"> 212</span>  <a class="code" href="structarmnn_1_1test_1_1_inference_test_options.xhtml">InferenceTestOptions</a>& outParams);</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> <span class="keywordtype">bool</span> <a class="code" href="namespacearmnn_1_1test.xhtml#a8a678fb3a8864e31aeb77f857ae6fc43">ValidateDirectory</a>(std::string& dir);</div><div class="line"><a name="l00215"></a><span class="lineno"> 215</span> </div><div class="line"><a name="l00216"></a><span class="lineno"> 216</span> <span class="keywordtype">bool</span> <a class="code" href="namespacearmnn_1_1test.xhtml#ab5a7cac4237e83d4f0d67d01dfb8ba9f">InferenceTest</a>(<span class="keyword">const</span> <a class="code" href="structarmnn_1_1test_1_1_inference_test_options.xhtml">InferenceTestOptions</a>& params,</div><div class="line"><a name="l00217"></a><span class="lineno"> 217</span>  <span class="keyword">const</span> std::vector<unsigned int>& defaultTestCaseIds,</div><div class="line"><a name="l00218"></a><span class="lineno"> 218</span>  <a class="code" href="classarmnn_1_1test_1_1_i_inference_test_case_provider.xhtml">IInferenceTestCaseProvider</a>& testCaseProvider);</div><div class="line"><a name="l00219"></a><span class="lineno"> 219</span> </div><div class="line"><a name="l00220"></a><span class="lineno"> 220</span> <span class="keyword">template</span><<span class="keyword">typename</span> TConstructTestCaseProv<span class="keywordtype">id</span>er></div><div class="line"><a name="l00221"></a><span class="lineno"> 221</span> <span class="keywordtype">int</span> <a class="code" href="namespacearmnn_1_1test.xhtml#a7ad751ee33bdcba0656fdb6e98eb17f1">InferenceTestMain</a>(<span class="keywordtype">int</span> argc,</div><div class="line"><a name="l00222"></a><span class="lineno"> 222</span>  <span class="keywordtype">char</span>* argv[],</div><div class="line"><a name="l00223"></a><span class="lineno"> 223</span>  <span class="keyword">const</span> std::vector<unsigned int>& defaultTestCaseIds,</div><div class="line"><a name="l00224"></a><span class="lineno"> 224</span>  TConstructTestCaseProvider constructTestCaseProvider);</div><div class="line"><a name="l00225"></a><span class="lineno"> 225</span> </div><div class="line"><a name="l00226"></a><span class="lineno"> 226</span> <span class="keyword">template</span><<span class="keyword">typename</span> TDatabase,</div><div class="line"><a name="l00227"></a><span class="lineno"> 227</span>  <span class="keyword">typename</span> TParser,</div><div class="line"><a name="l00228"></a><span class="lineno"> 228</span>  <span class="keyword">typename</span> TConstructDatabaseCallable></div><div class="line"><a name="l00229"></a><span class="lineno"> 229</span> <span class="keywordtype">int</span> <a class="code" href="namespacearmnn_1_1test.xhtml#a47dfae02e22fcca1b6b784873b0328d9">ClassifierInferenceTestMain</a>(<span class="keywordtype">int</span> argc, <span class="keywordtype">char</span>* argv[], <span class="keyword">const</span> <span class="keywordtype">char</span>* modelFilename, <span class="keywordtype">bool</span> isModelBinary,</div><div class="line"><a name="l00230"></a><span class="lineno"> 230</span>  <span class="keyword">const</span> <span class="keywordtype">char</span>* inputBindingName, <span class="keyword">const</span> <span class="keywordtype">char</span>* outputBindingName,</div><div class="line"><a name="l00231"></a><span class="lineno"> 231</span>  <span class="keyword">const</span> std::vector<unsigned int>& defaultTestCaseIds,</div><div class="line"><a name="l00232"></a><span class="lineno"> 232</span>  TConstructDatabaseCallable constructDatabase,</div><div class="line"><a name="l00233"></a><span class="lineno"> 233</span>  <span class="keyword">const</span> <a class="code" href="classarmnn_1_1_tensor_shape.xhtml">armnn::TensorShape</a>* inputTensorShape = <span class="keyword">nullptr</span>);</div><div class="line"><a name="l00234"></a><span class="lineno"> 234</span> </div><div class="line"><a name="l00235"></a><span class="lineno"> 235</span> } <span class="comment">// namespace test</span></div><div class="line"><a name="l00236"></a><span class="lineno"> 236</span> } <span class="comment">// namespace armnn</span></div><div class="line"><a name="l00237"></a><span class="lineno"> 237</span> </div><div class="line"><a name="l00238"></a><span class="lineno"> 238</span> <span class="preprocessor">#include "<a class="code" href="_inference_test_8inl.xhtml">InferenceTest.inl</a>"</span></div><div class="ttc" id="namespacearmnn_1_1test_xhtml_ae2e622d6018bd48beabd765d4f6e5714"><div class="ttname"><a href="namespacearmnn_1_1test.xhtml#ae2e622d6018bd48beabd765d4f6e5714">armnn::test::ParseCommandLine</a></div><div class="ttdeci">bool ParseCommandLine(int argc, char **argv, IInferenceTestCaseProvider &testCaseProvider, InferenceTestOptions &outParams)</div><div class="ttdoc">Parse the command line of an ArmNN (or referencetests) inference test program. </div><div class="ttdef"><b>Definition:</b> <a href="_inference_test_8cpp_source.xhtml#l00028">InferenceTest.cpp:28</a></div></div>
<div class="ttc" id="classarmnn_1_1test_1_1_i_inference_test_case_provider_xhtml_a63e4bc6c42594357e52b06e386b48d30"><div class="ttname"><a href="classarmnn_1_1test_1_1_i_inference_test_case_provider.xhtml#a63e4bc6c42594357e52b06e386b48d30">armnn::test::IInferenceTestCaseProvider::~IInferenceTestCaseProvider</a></div><div class="ttdeci">virtual ~IInferenceTestCaseProvider()</div><div class="ttdef"><b>Definition:</b> <a href="_inference_test_8hpp_source.xhtml#l00094">InferenceTest.hpp:94</a></div></div>
<div class="ttc" id="_ignore_unused_8hpp_xhtml"><div class="ttname"><a href="_ignore_unused_8hpp.xhtml">IgnoreUnused.hpp</a></div></div>
<div class="ttc" id="namespacearmnn_xhtml_a8022a6869bffa6233fec784a471c1680"><div class="ttname"><a href="namespacearmnn.xhtml#a8022a6869bffa6233fec784a471c1680">armnn::operator>></a></div><div class="ttdeci">std::istream & operator>>(std::istream &in, armnn::Compute &compute)</div><div class="ttdef"><b>Definition:</b> <a href="_inference_test_8hpp_source.xhtml#l00021">InferenceTest.hpp:21</a></div></div>
<div class="ttc" id="namespacearmnn_1_1test_xhtml_a05b3d6105613d2d14099667a6b8ca67b"><div class="ttname"><a href="namespacearmnn_1_1test.xhtml#a05b3d6105613d2d14099667a6b8ca67b">armnn::test::TestCaseResult</a></div><div class="ttdeci">TestCaseResult</div><div class="ttdef"><b>Definition:</b> <a href="_inference_test_8hpp_source.xhtml#l00071">InferenceTest.hpp:71</a></div></div>
<div class="ttc" id="classarmnn_1_1test_1_1_test_framework_exception_xhtml"><div class="ttname"><a href="classarmnn_1_1test_1_1_test_framework_exception.xhtml">armnn::test::TestFrameworkException</a></div><div class="ttdef"><b>Definition:</b> <a href="_inference_test_8hpp_source.xhtml#l00051">InferenceTest.hpp:51</a></div></div>
<div class="ttc" id="structarmnn_1_1test_1_1_inference_test_options_xhtml_a5955b5dadde32f0c5687ab38f77c5be5"><div class="ttname"><a href="structarmnn_1_1test_1_1_inference_test_options.xhtml#a5955b5dadde32f0c5687ab38f77c5be5">armnn::test::InferenceTestOptions::m_InferenceTimesFile</a></div><div class="ttdeci">std::string m_InferenceTimesFile</div><div class="ttdef"><b>Definition:</b> <a href="_inference_test_8hpp_source.xhtml#l00060">InferenceTest.hpp:60</a></div></div>
<div class="ttc" id="_inference_test_8inl_xhtml"><div class="ttname"><a href="_inference_test_8inl.xhtml">InferenceTest.inl</a></div></div>
<div class="ttc" id="classarmnn_1_1test_1_1_inference_model_test_case_xhtml_aa257380f53ef27922dda47c7e41bba88"><div class="ttname"><a href="classarmnn_1_1test_1_1_inference_model_test_case.xhtml#aa257380f53ef27922dda47c7e41bba88">armnn::test::InferenceModelTestCase::Run</a></div><div class="ttdeci">virtual void Run() override</div><div class="ttdef"><b>Definition:</b> <a href="_inference_test_8hpp_source.xhtml#l00133">InferenceTest.hpp:133</a></div></div>
<div class="ttc" id="classarmnn_1_1test_1_1_i_inference_test_case_provider_xhtml_a88bbd5a851f1148bf5a90db7779be261"><div class="ttname"><a href="classarmnn_1_1test_1_1_i_inference_test_case_provider.xhtml#a88bbd5a851f1148bf5a90db7779be261">armnn::test::IInferenceTestCaseProvider::OnInferenceTestFinished</a></div><div class="ttdeci">virtual bool OnInferenceTestFinished()</div><div class="ttdef"><b>Definition:</b> <a href="_inference_test_8hpp_source.xhtml#l00106">InferenceTest.hpp:106</a></div></div>
<div class="ttc" id="classarmnn_1_1test_1_1_i_inference_test_case_provider_xhtml"><div class="ttname"><a href="classarmnn_1_1test_1_1_i_inference_test_case_provider.xhtml">armnn::test::IInferenceTestCaseProvider</a></div><div class="ttdef"><b>Definition:</b> <a href="_inference_test_8hpp_source.xhtml#l00091">InferenceTest.hpp:91</a></div></div>
<div class="ttc" id="classarmnn_1_1test_1_1_inference_model_test_case_xhtml_ae7a175231eff460f6d32272930049ca2"><div class="ttname"><a href="classarmnn_1_1test_1_1_inference_model_test_case.xhtml#ae7a175231eff460f6d32272930049ca2">armnn::test::InferenceModelTestCase::GetOutputs</a></div><div class="ttdeci">const std::vector< TContainer > & GetOutputs() const</div><div class="ttdef"><b>Definition:</b> <a href="_inference_test_8hpp_source.xhtml#l00140">InferenceTest.hpp:140</a></div></div>
<div class="ttc" id="classarmnn_1_1test_1_1_classifier_test_case_xhtml"><div class="ttname"><a href="classarmnn_1_1test_1_1_classifier_test_case.xhtml">armnn::test::ClassifierTestCase</a></div><div class="ttdef"><b>Definition:</b> <a href="_inference_test_8hpp_source.xhtml#l00150">InferenceTest.hpp:150</a></div></div>
<div class="ttc" id="structarmnn_1_1test_1_1_inference_test_options_xhtml"><div class="ttname"><a href="structarmnn_1_1test_1_1_inference_test_options.xhtml">armnn::test::InferenceTestOptions</a></div><div class="ttdef"><b>Definition:</b> <a href="_inference_test_8hpp_source.xhtml#l00057">InferenceTest.hpp:57</a></div></div>
<div class="ttc" id="struct_inference_model_1_1_command_line_options_xhtml"><div class="ttname"><a href="struct_inference_model_1_1_command_line_options.xhtml">InferenceModel::CommandLineOptions</a></div><div class="ttdef"><b>Definition:</b> <a href="_inference_model_8hpp_source.xhtml#l00340">InferenceModel.hpp:340</a></div></div>
<div class="ttc" id="classarmnn_1_1_exception_xhtml_ad56b7b14f59554e891ad88b26cbf8ac3"><div class="ttname"><a href="classarmnn_1_1_exception.xhtml#ad56b7b14f59554e891ad88b26cbf8ac3">armnn::Exception::Exception</a></div><div class="ttdeci">Exception(const std::string &message)</div><div class="ttdef"><b>Definition:</b> <a href="_exceptions_8cpp_source.xhtml#l00012">Exceptions.cpp:12</a></div></div>
<div class="ttc" id="_arm_n_n_8hpp_xhtml"><div class="ttname"><a href="_arm_n_n_8hpp.xhtml">ArmNN.hpp</a></div></div>
<div class="ttc" id="_inference_model_8hpp_xhtml"><div class="ttname"><a href="_inference_model_8hpp.xhtml">InferenceModel.hpp</a></div></div>
<div class="ttc" id="namespacearmnn_xhtml"><div class="ttname"><a href="namespacearmnn.xhtml">armnn</a></div><div class="ttdoc">Copyright (c) 2021 ARM Limited and Contributors. </div><div class="ttdef"><b>Definition:</b> <a href="01__00__software__tools_8dox_source.xhtml#l00006">01_00_software_tools.dox:6</a></div></div>
<div class="ttc" id="namespacearmnn_xhtml_a44affeeb090c3c6a3062830562672e84"><div class="ttname"><a href="namespacearmnn.xhtml#a44affeeb090c3c6a3062830562672e84">armnn::IgnoreUnused</a></div><div class="ttdeci">void IgnoreUnused(Ts &&...)</div><div class="ttdef"><b>Definition:</b> <a href="_ignore_unused_8hpp_source.xhtml#l00014">IgnoreUnused.hpp:14</a></div></div>
<div class="ttc" id="classarmnn_1_1_tensor_shape_xhtml"><div class="ttname"><a href="classarmnn_1_1_tensor_shape.xhtml">armnn::TensorShape</a></div><div class="ttdef"><b>Definition:</b> <a href="_tensor_8hpp_source.xhtml#l00020">Tensor.hpp:20</a></div></div>
<div class="ttc" id="structarmnn_1_1test_1_1_inference_test_options_xhtml_aca7c067e094606cb4e9eac6919f452c6"><div class="ttname"><a href="structarmnn_1_1test_1_1_inference_test_options.xhtml#aca7c067e094606cb4e9eac6919f452c6">armnn::test::InferenceTestOptions::InferenceTestOptions</a></div><div class="ttdeci">InferenceTestOptions()</div><div class="ttdef"><b>Definition:</b> <a href="_inference_test_8hpp_source.xhtml#l00064">InferenceTest.hpp:64</a></div></div>
<div class="ttc" id="namespacestd_xhtml"><div class="ttname"><a href="namespacestd.xhtml">std</a></div><div class="ttdef"><b>Definition:</b> <a href="_backend_id_8hpp_source.xhtml#l00147">BackendId.hpp:147</a></div></div>
<div class="ttc" id="_types_utils_8hpp_xhtml"><div class="ttname"><a href="_types_utils_8hpp.xhtml">TypesUtils.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_1test_1_1_i_inference_test_case_provider_xhtml_a87d20f49fba1d117545ec865cc43b364"><div class="ttname"><a href="classarmnn_1_1test_1_1_i_inference_test_case_provider.xhtml#a87d20f49fba1d117545ec865cc43b364">armnn::test::IInferenceTestCaseProvider::AddCommandLineOptions</a></div><div class="ttdeci">virtual void AddCommandLineOptions(cxxopts::Options &options, std::vector< std::string > &required)</div><div class="ttdef"><b>Definition:</b> <a href="_inference_test_8hpp_source.xhtml#l00096">InferenceTest.hpp:96</a></div></div>
<div class="ttc" id="classarmnn_1_1test_1_1_i_inference_test_case_provider_xhtml_a0b5cdedc222fce2b18000949f0699880"><div class="ttname"><a href="classarmnn_1_1test_1_1_i_inference_test_case_provider.xhtml#a0b5cdedc222fce2b18000949f0699880">armnn::test::IInferenceTestCaseProvider::ProcessCommandLineOptions</a></div><div class="ttdeci">virtual bool ProcessCommandLineOptions(const InferenceTestOptions &commonOptions)</div><div class="ttdef"><b>Definition:</b> <a href="_inference_test_8hpp_source.xhtml#l00100">InferenceTest.hpp:100</a></div></div>
<div class="ttc" id="namespacearmnn_xhtml_a65645fa03bf8cddfb9d8a9f83beeb6e8"><div class="ttname"><a href="namespacearmnn.xhtml#a65645fa03bf8cddfb9d8a9f83beeb6e8">armnn::ParseComputeDevice</a></div><div class="ttdeci">constexpr armnn::Compute ParseComputeDevice(const char *str)</div><div class="ttdoc">Deprecated function that will be removed together with the Compute enum. </div><div class="ttdef"><b>Definition:</b> <a href="_types_utils_8hpp_source.xhtml#l00160">TypesUtils.hpp:160</a></div></div>
<div class="ttc" id="structarmnn_1_1test_1_1_inference_test_options_xhtml_a26d42007440bb01a1a6d0ab3b5a657ee"><div class="ttname"><a href="structarmnn_1_1test_1_1_inference_test_options.xhtml#a26d42007440bb01a1a6d0ab3b5a657ee">armnn::test::InferenceTestOptions::m_EnableProfiling</a></div><div class="ttdeci">bool m_EnableProfiling</div><div class="ttdef"><b>Definition:</b> <a href="_inference_test_8hpp_source.xhtml#l00061">InferenceTest.hpp:61</a></div></div>
<div class="ttc" id="namespacearmnn_xhtml_ae2f04a162585c0a5222a537efd5456aeaec0fc0100c4fc1ce4eea230c3dc10360"><div class="ttname"><a href="namespacearmnn.xhtml#ae2f04a162585c0a5222a537efd5456aeaec0fc0100c4fc1ce4eea230c3dc10360">armnn::Compute::Undefined</a></div></div>
<div class="ttc" id="classarmnn_1_1test_1_1_inference_model_test_case_xhtml_a4ab19ef735b92c4d4f688f0659e5565e"><div class="ttname"><a href="classarmnn_1_1test_1_1_inference_model_test_case.xhtml#a4ab19ef735b92c4d4f688f0659e5565e">armnn::test::InferenceModelTestCase::GetTestCaseId</a></div><div class="ttdeci">unsigned int GetTestCaseId() const</div><div class="ttdef"><b>Definition:</b> <a href="_inference_test_8hpp_source.xhtml#l00139">InferenceTest.hpp:139</a></div></div>
<div class="ttc" id="classarmnn_1_1test_1_1_inference_model_test_case_xhtml_a88053b26f583deec802e194f2547378d"><div class="ttname"><a href="classarmnn_1_1test_1_1_inference_model_test_case.xhtml#a88053b26f583deec802e194f2547378d">armnn::test::InferenceModelTestCase::InferenceModelTestCase</a></div><div class="ttdeci">InferenceModelTestCase(TModel &model, unsigned int testCaseId, const std::vector< TContainer > &inputs, const std::vector< unsigned int > &outputSizes)</div><div class="ttdef"><b>Definition:</b> <a href="_inference_test_8hpp_source.xhtml#l00115">InferenceTest.hpp:115</a></div></div>
<div class="ttc" id="namespacearmnn_1_1test_xhtml_a47dfae02e22fcca1b6b784873b0328d9"><div class="ttname"><a href="namespacearmnn_1_1test.xhtml#a47dfae02e22fcca1b6b784873b0328d9">armnn::test::ClassifierInferenceTestMain</a></div><div class="ttdeci">int ClassifierInferenceTestMain(int argc, char *argv[], const char *modelFilename, bool isModelBinary, const char *inputBindingName, const char *outputBindingName, const std::vector< unsigned int > &defaultTestCaseIds, TConstructDatabaseCallable constructDatabase, const armnn::TensorShape *inputTensorShape=nullptr)</div><div class="ttdef"><b>Definition:</b> <a href="_inference_test_8inl_source.xhtml#l00353">InferenceTest.inl:353</a></div></div>
<div class="ttc" id="namespace_inference_model_internal_xhtml_a6e713a319588c57fc854bc478f5ee13a"><div class="ttname"><a href="namespace_inference_model_internal.xhtml#a6e713a319588c57fc854bc478f5ee13a">InferenceModelInternal::QuantizationParams</a></div><div class="ttdeci">std::pair< float, int32_t > QuantizationParams</div><div class="ttdef"><b>Definition:</b> <a href="_inference_model_8hpp_source.xhtml#l00081">InferenceModel.hpp:81</a></div></div>
<div class="ttc" id="classarmnn_1_1test_1_1_i_inference_test_case_xhtml_a99e369e14a0ce3322d3fd5520b819ab3"><div class="ttname"><a href="classarmnn_1_1test_1_1_i_inference_test_case.xhtml#a99e369e14a0ce3322d3fd5520b819ab3">armnn::test::IInferenceTestCase::~IInferenceTestCase</a></div><div class="ttdeci">virtual ~IInferenceTestCase()</div><div class="ttdef"><b>Definition:</b> <a href="_inference_test_8hpp_source.xhtml#l00085">InferenceTest.hpp:85</a></div></div>
<div class="ttc" id="namespacearmnn_1_1test_xhtml_a05b3d6105613d2d14099667a6b8ca67bad7c8c85bf79bbe1b7188497c32c3b0ca"><div class="ttname"><a href="namespacearmnn_1_1test.xhtml#a05b3d6105613d2d14099667a6b8ca67bad7c8c85bf79bbe1b7188497c32c3b0ca">armnn::test::TestCaseResult::Failed</a></div><div class="ttdoc">The test failed (e.g. </div></div>
<div class="ttc" id="namespacearmnn_1_1test_xhtml_ab5a7cac4237e83d4f0d67d01dfb8ba9f"><div class="ttname"><a href="namespacearmnn_1_1test.xhtml#ab5a7cac4237e83d4f0d67d01dfb8ba9f">armnn::test::InferenceTest</a></div><div class="ttdeci">bool InferenceTest(const InferenceTestOptions &params, const std::vector< unsigned int > &defaultTestCaseIds, IInferenceTestCaseProvider &testCaseProvider)</div><div class="ttdef"><b>Definition:</b> <a href="_inference_test_8cpp_source.xhtml#l00115">InferenceTest.cpp:115</a></div></div>
<div class="ttc" id="_logging_8hpp_xhtml"><div class="ttname"><a href="_logging_8hpp.xhtml">Logging.hpp</a></div></div>
<div class="ttc" id="namespacearmnn_1_1test_xhtml_a05b3d6105613d2d14099667a6b8ca67ba727b63583e01fa2b3952dab580c84dc2"><div class="ttname"><a href="namespacearmnn_1_1test.xhtml#a05b3d6105613d2d14099667a6b8ca67ba727b63583e01fa2b3952dab580c84dc2">armnn::test::TestCaseResult::Abort</a></div><div class="ttdoc">The test failed with a fatal error. The remaining tests will not be run. </div></div>
<div class="ttc" id="classarmnn_1_1test_1_1_inference_model_test_case_xhtml"><div class="ttname"><a href="classarmnn_1_1test_1_1_inference_model_test_case.xhtml">armnn::test::InferenceModelTestCase</a></div><div class="ttdef"><b>Definition:</b> <a href="_inference_test_8hpp_source.xhtml#l00110">InferenceTest.hpp:110</a></div></div>
<div class="ttc" id="classarmnn_1_1_exception_xhtml"><div class="ttname"><a href="classarmnn_1_1_exception.xhtml">armnn::Exception</a></div><div class="ttdoc">Base class for all ArmNN exceptions so that users can filter to just those. </div><div class="ttdef"><b>Definition:</b> <a href="_exceptions_8hpp_source.xhtml#l00046">Exceptions.hpp:46</a></div></div>
<div class="ttc" id="structarmnn_1_1test_1_1_inference_test_options_xhtml_ac9c49972e7f8db643b3c72aa782278df"><div class="ttname"><a href="structarmnn_1_1test_1_1_inference_test_options.xhtml#ac9c49972e7f8db643b3c72aa782278df">armnn::test::InferenceTestOptions::m_IterationCount</a></div><div class="ttdeci">unsigned int m_IterationCount</div><div class="ttdef"><b>Definition:</b> <a href="_inference_test_8hpp_source.xhtml#l00059">InferenceTest.hpp:59</a></div></div>
<div class="ttc" id="namespacearmnn_1_1test_xhtml_a8a678fb3a8864e31aeb77f857ae6fc43"><div class="ttname"><a href="namespacearmnn_1_1test.xhtml#a8a678fb3a8864e31aeb77f857ae6fc43">armnn::test::ValidateDirectory</a></div><div class="ttdeci">bool ValidateDirectory(std::string &dir)</div><div class="ttdef"><b>Definition:</b> <a href="_inference_test_8cpp_source.xhtml#l00087">InferenceTest.cpp:87</a></div></div>
<div class="ttc" id="classarmnn_1_1test_1_1_classifier_test_case_provider_xhtml"><div class="ttname"><a href="classarmnn_1_1test_1_1_classifier_test_case_provider.xhtml">armnn::test::ClassifierTestCaseProvider</a></div><div class="ttdef"><b>Definition:</b> <a href="_inference_test_8hpp_source.xhtml#l00178">InferenceTest.hpp:178</a></div></div>
<div class="ttc" id="classarmnn_1_1test_1_1_i_inference_test_case_xhtml"><div class="ttname"><a href="classarmnn_1_1test_1_1_i_inference_test_case.xhtml">armnn::test::IInferenceTestCase</a></div><div class="ttdef"><b>Definition:</b> <a href="_inference_test_8hpp_source.xhtml#l00082">InferenceTest.hpp:82</a></div></div>
<div class="ttc" id="namespacearmnn_1_1test_xhtml_a7ad751ee33bdcba0656fdb6e98eb17f1"><div class="ttname"><a href="namespacearmnn_1_1test.xhtml#a7ad751ee33bdcba0656fdb6e98eb17f1">armnn::test::InferenceTestMain</a></div><div class="ttdeci">int InferenceTestMain(int argc, char *argv[], const std::vector< unsigned int > &defaultTestCaseIds, TConstructTestCaseProvider constructTestCaseProvider)</div><div class="ttdef"><b>Definition:</b> <a href="_inference_test_8inl_source.xhtml#l00302">InferenceTest.inl:302</a></div></div>
<div class="ttc" id="structarmnn_1_1test_1_1_inference_test_options_xhtml_ae43cf4b5df0068ee6a9151c98947248b"><div class="ttname"><a href="structarmnn_1_1test_1_1_inference_test_options.xhtml#ae43cf4b5df0068ee6a9151c98947248b">armnn::test::InferenceTestOptions::m_DynamicBackendsPath</a></div><div class="ttdeci">std::string m_DynamicBackendsPath</div><div class="ttdef"><b>Definition:</b> <a href="_inference_test_8hpp_source.xhtml#l00062">InferenceTest.hpp:62</a></div></div>
<div class="ttc" id="namespacearmnn_1_1test_xhtml_a05b3d6105613d2d14099667a6b8ca67baa60852f204ed8028c1c58808b746d115"><div class="ttname"><a href="namespacearmnn_1_1test.xhtml#a05b3d6105613d2d14099667a6b8ca67baa60852f204ed8028c1c58808b746d115">armnn::test::TestCaseResult::Ok</a></div><div class="ttdoc">The test completed without any errors. </div></div>
<div class="ttc" id="classarmnn_1_1_backend_id_xhtml"><div class="ttname"><a href="classarmnn_1_1_backend_id.xhtml">armnn::BackendId</a></div><div class="ttdef"><b>Definition:</b> <a href="_backend_id_8hpp_source.xhtml#l00075">BackendId.hpp:75</a></div></div>
<div class="ttc" id="classarmnn_1_1test_1_1_inference_model_test_case_xhtml_acf933608643ce27b3c68e3431d047d0a"><div class="ttname"><a href="classarmnn_1_1test_1_1_inference_model_test_case.xhtml#acf933608643ce27b3c68e3431d047d0a">armnn::test::InferenceModelTestCase< Model >::TContainer</a></div><div class="ttdeci">mapbox::util::variant< std::vector< float >, std::vector< int >, std::vector< unsigned char > > TContainer</div><div class="ttdef"><b>Definition:</b> <a href="_inference_test_8hpp_source.xhtml#l00113">InferenceTest.hpp:113</a></div></div>
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