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  98 <div class="title">YoloInferenceTest.hpp</div>  </div>
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 101 <a href="_yolo_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>&#160;<span class="comment">//</span></div><div class="line"><a name="l00002"></a><span class="lineno">    2</span>&#160;<span class="comment">// Copyright © 2017 Arm Ltd. All rights reserved.</span></div><div class="line"><a name="l00003"></a><span class="lineno">    3</span>&#160;<span class="comment">// SPDX-License-Identifier: MIT</span></div><div class="line"><a name="l00004"></a><span class="lineno">    4</span>&#160;<span class="comment">//</span></div><div class="line"><a name="l00005"></a><span class="lineno">    5</span>&#160;<span class="preprocessor">#pragma once</span></div><div class="line"><a name="l00006"></a><span class="lineno">    6</span>&#160;</div><div class="line"><a name="l00007"></a><span class="lineno">    7</span>&#160;<span class="preprocessor">#include &quot;<a class="code" href="_inference_test_8hpp.xhtml">InferenceTest.hpp</a>&quot;</span></div><div class="line"><a name="l00008"></a><span class="lineno">    8</span>&#160;<span class="preprocessor">#include &quot;<a class="code" href="_yolo_database_8hpp.xhtml">YoloDatabase.hpp</a>&quot;</span></div><div class="line"><a name="l00009"></a><span class="lineno">    9</span>&#160;</div><div class="line"><a name="l00010"></a><span class="lineno">   10</span>&#160;<span class="preprocessor">#include &lt;<a class="code" href="_ignore_unused_8hpp.xhtml">armnn/utility/IgnoreUnused.hpp</a>&gt;</span></div><div class="line"><a name="l00011"></a><span class="lineno">   11</span>&#160;</div><div class="line"><a name="l00012"></a><span class="lineno">   12</span>&#160;<span class="preprocessor">#include &lt;algorithm&gt;</span></div><div class="line"><a name="l00013"></a><span class="lineno">   13</span>&#160;<span class="preprocessor">#include &lt;array&gt;</span></div><div class="line"><a name="l00014"></a><span class="lineno">   14</span>&#160;<span class="preprocessor">#include &lt;utility&gt;</span></div><div class="line"><a name="l00015"></a><span class="lineno">   15</span>&#160;</div><div class="line"><a name="l00016"></a><span class="lineno">   16</span>&#160;<span class="preprocessor">#include &lt;boost/assert.hpp&gt;</span></div><div class="line"><a name="l00017"></a><span class="lineno">   17</span>&#160;<span class="preprocessor">#include &lt;boost/multi_array.hpp&gt;</span></div><div class="line"><a name="l00018"></a><span class="lineno">   18</span>&#160;<span class="preprocessor">#include &lt;boost/test/tools/floating_point_comparison.hpp&gt;</span></div><div class="line"><a name="l00019"></a><span class="lineno">   19</span>&#160;</div><div class="line"><a name="l00020"></a><span class="lineno"><a class="line" href="_yolo_inference_test_8hpp.xhtml#a754a9eb5465f7cb3e1de27b4ce10123d">   20</a></span>&#160;constexpr <span class="keywordtype">size_t</span> <a class="code" href="_yolo_inference_test_8hpp.xhtml#a754a9eb5465f7cb3e1de27b4ce10123d">YoloOutputSize</a> = 1470;</div><div class="line"><a name="l00021"></a><span class="lineno">   21</span>&#160;</div><div class="line"><a name="l00022"></a><span class="lineno">   22</span>&#160;<span class="keyword">template</span> &lt;<span class="keyword">typename</span> Model&gt;</div><div class="line"><a name="l00023"></a><span class="lineno"><a class="line" href="class_yolo_test_case.xhtml">   23</a></span>&#160;<span class="keyword">class </span><a class="code" href="class_yolo_test_case.xhtml">YoloTestCase</a> : <span class="keyword">public</span> <a class="code" href="classarmnn_1_1test_1_1_inference_model_test_case.xhtml">InferenceModelTestCase</a>&lt;Model&gt;</div><div class="line"><a name="l00024"></a><span class="lineno">   24</span>&#160;{</div><div class="line"><a name="l00025"></a><span class="lineno">   25</span>&#160;<span class="keyword">public</span>:</div><div class="line"><a name="l00026"></a><span class="lineno"><a class="line" href="class_yolo_test_case.xhtml#aa09e1baeedec8ca7cb0bc74a29b6c73e">   26</a></span>&#160;    <a class="code" href="class_yolo_test_case.xhtml#aa09e1baeedec8ca7cb0bc74a29b6c73e">YoloTestCase</a>(Model&amp; model,</div><div class="line"><a name="l00027"></a><span class="lineno">   27</span>&#160;        <span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> testCaseId,</div><div class="line"><a name="l00028"></a><span class="lineno">   28</span>&#160;        <a class="code" href="class_yolo_test_case_data.xhtml">YoloTestCaseData</a>&amp; testCaseData)</div><div class="line"><a name="l00029"></a><span class="lineno">   29</span>&#160;     : <a class="code" href="classarmnn_1_1test_1_1_inference_model_test_case.xhtml">InferenceModelTestCase</a>&lt;Model&gt;(model, testCaseId, { std::move(testCaseData.<a class="code" href="class_yolo_test_case_data.xhtml#a8a846d71b79227a5eb6baf5c9bc7d074">m_InputImage</a>) }, { <a class="code" href="_yolo_inference_test_8hpp.xhtml#a754a9eb5465f7cb3e1de27b4ce10123d">YoloOutputSize</a> })</div><div class="line"><a name="l00030"></a><span class="lineno">   30</span>&#160;     , m_FloatComparer(boost::math::fpc::percent_tolerance(1.0f))</div><div class="line"><a name="l00031"></a><span class="lineno">   31</span>&#160;     , m_TopObjectDetections(std::move(testCaseData.m_TopObjectDetections))</div><div class="line"><a name="l00032"></a><span class="lineno">   32</span>&#160;    {</div><div class="line"><a name="l00033"></a><span class="lineno">   33</span>&#160;    }</div><div class="line"><a name="l00034"></a><span class="lineno">   34</span>&#160;</div><div class="line"><a name="l00035"></a><span class="lineno"><a class="line" href="class_yolo_test_case.xhtml#a5cbd09fbd9175f9101a7b43bb9c48e68">   35</a></span>&#160;    <span class="keyword">virtual</span> <a class="code" href="namespacearmnn_1_1test.xhtml#a05b3d6105613d2d14099667a6b8ca67b">TestCaseResult</a> <a class="code" href="class_yolo_test_case.xhtml#a5cbd09fbd9175f9101a7b43bb9c48e68">ProcessResult</a>(<span class="keyword">const</span> <a class="code" href="structarmnn_1_1test_1_1_inference_test_options.xhtml">InferenceTestOptions</a>&amp; <a class="code" href="_file_only_profiling_decorator_tests_8cpp.xhtml#a6560146509197f3e197d8d36f76c1347">options</a>)<span class="keyword"> override</span></div><div class="line"><a name="l00036"></a><span class="lineno">   36</span>&#160;<span class="keyword">    </span>{</div><div class="line"><a name="l00037"></a><span class="lineno">   37</span>&#160;        <a class="code" href="namespacearmnn.xhtml#a44affeeb090c3c6a3062830562672e84">armnn::IgnoreUnused</a>(options);</div><div class="line"><a name="l00038"></a><span class="lineno">   38</span>&#160;</div><div class="line"><a name="l00039"></a><span class="lineno">   39</span>&#160;        <span class="keyword">using</span> Boost3dArray = boost::multi_array&lt;float, 3&gt;;</div><div class="line"><a name="l00040"></a><span class="lineno">   40</span>&#160;</div><div class="line"><a name="l00041"></a><span class="lineno">   41</span>&#160;        <span class="keyword">const</span> std::vector&lt;float&gt;&amp; output = boost::get&lt;std::vector&lt;float&gt;&gt;(this-&gt;<a class="code" href="classarmnn_1_1test_1_1_inference_model_test_case.xhtml#ae7a175231eff460f6d32272930049ca2">GetOutputs</a>()[0]);</div><div class="line"><a name="l00042"></a><span class="lineno">   42</span>&#160;        BOOST_ASSERT(output.size() == <a class="code" href="_yolo_inference_test_8hpp.xhtml#a754a9eb5465f7cb3e1de27b4ce10123d">YoloOutputSize</a>);</div><div class="line"><a name="l00043"></a><span class="lineno">   43</span>&#160;</div><div class="line"><a name="l00044"></a><span class="lineno">   44</span>&#160;        constexpr Boost3dArray::index gridSize = 7;</div><div class="line"><a name="l00045"></a><span class="lineno">   45</span>&#160;        constexpr Boost3dArray::index numClasses = 20;</div><div class="line"><a name="l00046"></a><span class="lineno">   46</span>&#160;        constexpr Boost3dArray::index numScales = 2;</div><div class="line"><a name="l00047"></a><span class="lineno">   47</span>&#160;</div><div class="line"><a name="l00048"></a><span class="lineno">   48</span>&#160;        <span class="keyword">const</span> <span class="keywordtype">float</span>* outputPtr =  output.data();</div><div class="line"><a name="l00049"></a><span class="lineno">   49</span>&#160;</div><div class="line"><a name="l00050"></a><span class="lineno">   50</span>&#160;        <span class="comment">// Range 0-980. Class probabilities. 7x7x20</span></div><div class="line"><a name="l00051"></a><span class="lineno">   51</span>&#160;        Boost3dArray classProbabilities(boost::extents[gridSize][gridSize][numClasses]);</div><div class="line"><a name="l00052"></a><span class="lineno">   52</span>&#160;        <span class="keywordflow">for</span> (Boost3dArray::index y = 0; y &lt; gridSize; ++y)</div><div class="line"><a name="l00053"></a><span class="lineno">   53</span>&#160;        {</div><div class="line"><a name="l00054"></a><span class="lineno">   54</span>&#160;            <span class="keywordflow">for</span> (Boost3dArray::index x = 0; x &lt; gridSize; ++x)</div><div class="line"><a name="l00055"></a><span class="lineno">   55</span>&#160;            {</div><div class="line"><a name="l00056"></a><span class="lineno">   56</span>&#160;                <span class="keywordflow">for</span> (Boost3dArray::index c = 0; c &lt; numClasses; ++c)</div><div class="line"><a name="l00057"></a><span class="lineno">   57</span>&#160;                {</div><div class="line"><a name="l00058"></a><span class="lineno">   58</span>&#160;                    classProbabilities[y][x][c] = *outputPtr++;</div><div class="line"><a name="l00059"></a><span class="lineno">   59</span>&#160;                }</div><div class="line"><a name="l00060"></a><span class="lineno">   60</span>&#160;            }</div><div class="line"><a name="l00061"></a><span class="lineno">   61</span>&#160;        }</div><div class="line"><a name="l00062"></a><span class="lineno">   62</span>&#160;</div><div class="line"><a name="l00063"></a><span class="lineno">   63</span>&#160;        <span class="comment">// Range 980-1078. Scales. 7x7x2</span></div><div class="line"><a name="l00064"></a><span class="lineno">   64</span>&#160;        Boost3dArray scales(boost::extents[gridSize][gridSize][numScales]);</div><div class="line"><a name="l00065"></a><span class="lineno">   65</span>&#160;        <span class="keywordflow">for</span> (Boost3dArray::index y = 0; y &lt; gridSize; ++y)</div><div class="line"><a name="l00066"></a><span class="lineno">   66</span>&#160;        {</div><div class="line"><a name="l00067"></a><span class="lineno">   67</span>&#160;            <span class="keywordflow">for</span> (Boost3dArray::index x = 0; x &lt; gridSize; ++x)</div><div class="line"><a name="l00068"></a><span class="lineno">   68</span>&#160;            {</div><div class="line"><a name="l00069"></a><span class="lineno">   69</span>&#160;                <span class="keywordflow">for</span> (Boost3dArray::index s = 0; s &lt; numScales; ++s)</div><div class="line"><a name="l00070"></a><span class="lineno">   70</span>&#160;                {</div><div class="line"><a name="l00071"></a><span class="lineno">   71</span>&#160;                    scales[y][x][s] = *outputPtr++;</div><div class="line"><a name="l00072"></a><span class="lineno">   72</span>&#160;                }</div><div class="line"><a name="l00073"></a><span class="lineno">   73</span>&#160;            }</div><div class="line"><a name="l00074"></a><span class="lineno">   74</span>&#160;        }</div><div class="line"><a name="l00075"></a><span class="lineno">   75</span>&#160;</div><div class="line"><a name="l00076"></a><span class="lineno">   76</span>&#160;        <span class="comment">// Range 1078-1469. Bounding boxes. 7x7x2x4</span></div><div class="line"><a name="l00077"></a><span class="lineno">   77</span>&#160;        constexpr <span class="keywordtype">float</span> imageWidthAsFloat = <span class="keyword">static_cast&lt;</span><span class="keywordtype">float</span><span class="keyword">&gt;</span>(<a class="code" href="_yolo_database_8hpp.xhtml#a88c3339d57718f167a374ab572610ba8">YoloImageWidth</a>);</div><div class="line"><a name="l00078"></a><span class="lineno">   78</span>&#160;        constexpr <span class="keywordtype">float</span> imageHeightAsFloat = <span class="keyword">static_cast&lt;</span><span class="keywordtype">float</span><span class="keyword">&gt;</span>(<a class="code" href="_yolo_database_8hpp.xhtml#af74f4ad1b33fe68237cb97c9345e9e87">YoloImageHeight</a>);</div><div class="line"><a name="l00079"></a><span class="lineno">   79</span>&#160;</div><div class="line"><a name="l00080"></a><span class="lineno">   80</span>&#160;        boost::multi_array&lt;float, 4&gt; boxes(boost::extents[gridSize][gridSize][numScales][4]);</div><div class="line"><a name="l00081"></a><span class="lineno">   81</span>&#160;        <span class="keywordflow">for</span> (Boost3dArray::index y = 0; y &lt; gridSize; ++y)</div><div class="line"><a name="l00082"></a><span class="lineno">   82</span>&#160;        {</div><div class="line"><a name="l00083"></a><span class="lineno">   83</span>&#160;            <span class="keywordflow">for</span> (Boost3dArray::index x = 0; x &lt; gridSize; ++x)</div><div class="line"><a name="l00084"></a><span class="lineno">   84</span>&#160;            {</div><div class="line"><a name="l00085"></a><span class="lineno">   85</span>&#160;                <span class="keywordflow">for</span> (Boost3dArray::index s = 0; s &lt; numScales; ++s)</div><div class="line"><a name="l00086"></a><span class="lineno">   86</span>&#160;                {</div><div class="line"><a name="l00087"></a><span class="lineno">   87</span>&#160;                    <span class="keywordtype">float</span> bx = *outputPtr++;</div><div class="line"><a name="l00088"></a><span class="lineno">   88</span>&#160;                    <span class="keywordtype">float</span> by = *outputPtr++;</div><div class="line"><a name="l00089"></a><span class="lineno">   89</span>&#160;                    <span class="keywordtype">float</span> bw = *outputPtr++;</div><div class="line"><a name="l00090"></a><span class="lineno">   90</span>&#160;                    <span class="keywordtype">float</span> bh = *outputPtr++;</div><div class="line"><a name="l00091"></a><span class="lineno">   91</span>&#160;</div><div class="line"><a name="l00092"></a><span class="lineno">   92</span>&#160;                    boxes[y][x][s][0] = ((bx + <span class="keyword">static_cast&lt;</span><span class="keywordtype">float</span><span class="keyword">&gt;</span>(x)) / 7.0f) * imageWidthAsFloat;</div><div class="line"><a name="l00093"></a><span class="lineno">   93</span>&#160;                    boxes[y][x][s][1] = ((by + <span class="keyword">static_cast&lt;</span><span class="keywordtype">float</span><span class="keyword">&gt;</span>(y)) / 7.0f) * imageHeightAsFloat;</div><div class="line"><a name="l00094"></a><span class="lineno">   94</span>&#160;                    boxes[y][x][s][2] = bw * bw * <span class="keyword">static_cast&lt;</span><span class="keywordtype">float</span><span class="keyword">&gt;</span>(imageWidthAsFloat);</div><div class="line"><a name="l00095"></a><span class="lineno">   95</span>&#160;                    boxes[y][x][s][3] = bh * bh * <span class="keyword">static_cast&lt;</span><span class="keywordtype">float</span><span class="keyword">&gt;</span>(imageHeightAsFloat);</div><div class="line"><a name="l00096"></a><span class="lineno">   96</span>&#160;                }</div><div class="line"><a name="l00097"></a><span class="lineno">   97</span>&#160;            }</div><div class="line"><a name="l00098"></a><span class="lineno">   98</span>&#160;        }</div><div class="line"><a name="l00099"></a><span class="lineno">   99</span>&#160;        BOOST_ASSERT(output.data() + <a class="code" href="_yolo_inference_test_8hpp.xhtml#a754a9eb5465f7cb3e1de27b4ce10123d">YoloOutputSize</a> == outputPtr);</div><div class="line"><a name="l00100"></a><span class="lineno">  100</span>&#160;</div><div class="line"><a name="l00101"></a><span class="lineno">  101</span>&#160;        std::vector&lt;YoloDetectedObject&gt; detectedObjects;</div><div class="line"><a name="l00102"></a><span class="lineno">  102</span>&#160;        detectedObjects.reserve(gridSize * gridSize * numScales * numClasses);</div><div class="line"><a name="l00103"></a><span class="lineno">  103</span>&#160;</div><div class="line"><a name="l00104"></a><span class="lineno">  104</span>&#160;        <span class="keywordflow">for</span> (Boost3dArray::index y = 0; y &lt; gridSize; ++y)</div><div class="line"><a name="l00105"></a><span class="lineno">  105</span>&#160;        {</div><div class="line"><a name="l00106"></a><span class="lineno">  106</span>&#160;            <span class="keywordflow">for</span> (Boost3dArray::index x = 0; x &lt; gridSize; ++x)</div><div class="line"><a name="l00107"></a><span class="lineno">  107</span>&#160;            {</div><div class="line"><a name="l00108"></a><span class="lineno">  108</span>&#160;                <span class="keywordflow">for</span> (Boost3dArray::index s = 0; s &lt; numScales; ++s)</div><div class="line"><a name="l00109"></a><span class="lineno">  109</span>&#160;                {</div><div class="line"><a name="l00110"></a><span class="lineno">  110</span>&#160;                    <span class="keywordflow">for</span> (Boost3dArray::index c = 0; c &lt; numClasses; ++c)</div><div class="line"><a name="l00111"></a><span class="lineno">  111</span>&#160;                    {</div><div class="line"><a name="l00112"></a><span class="lineno">  112</span>&#160;                        <span class="comment">// Resolved confidence: class probabilities * scales.</span></div><div class="line"><a name="l00113"></a><span class="lineno">  113</span>&#160;                        <span class="keyword">const</span> <span class="keywordtype">float</span> confidence = classProbabilities[y][x][c] * scales[y][x][s];</div><div class="line"><a name="l00114"></a><span class="lineno">  114</span>&#160;</div><div class="line"><a name="l00115"></a><span class="lineno">  115</span>&#160;                        <span class="comment">// Resolves bounding box and stores.</span></div><div class="line"><a name="l00116"></a><span class="lineno">  116</span>&#160;                        <a class="code" href="struct_yolo_bounding_box.xhtml">YoloBoundingBox</a> box;</div><div class="line"><a name="l00117"></a><span class="lineno">  117</span>&#160;                        box.<a class="code" href="struct_yolo_bounding_box.xhtml#ad89841ac3480fc147a3b4c97343eadfc">m_X</a> = boxes[y][x][s][0];</div><div class="line"><a name="l00118"></a><span class="lineno">  118</span>&#160;                        box.<a class="code" href="struct_yolo_bounding_box.xhtml#a6360e12f495c81e6390fca7c39983676">m_Y</a> = boxes[y][x][s][1];</div><div class="line"><a name="l00119"></a><span class="lineno">  119</span>&#160;                        box.<a class="code" href="struct_yolo_bounding_box.xhtml#ac669fea3ed7b049e3e696f509d71c910">m_W</a> = boxes[y][x][s][2];</div><div class="line"><a name="l00120"></a><span class="lineno">  120</span>&#160;                        box.<a class="code" href="struct_yolo_bounding_box.xhtml#a314839b30ea12b6fa351ebf4be5d8221">m_H</a> = boxes[y][x][s][3];</div><div class="line"><a name="l00121"></a><span class="lineno">  121</span>&#160;</div><div class="line"><a name="l00122"></a><span class="lineno">  122</span>&#160;                        detectedObjects.emplace_back(c, box, confidence);</div><div class="line"><a name="l00123"></a><span class="lineno">  123</span>&#160;                    }</div><div class="line"><a name="l00124"></a><span class="lineno">  124</span>&#160;                }</div><div class="line"><a name="l00125"></a><span class="lineno">  125</span>&#160;            }</div><div class="line"><a name="l00126"></a><span class="lineno">  126</span>&#160;        }</div><div class="line"><a name="l00127"></a><span class="lineno">  127</span>&#160;</div><div class="line"><a name="l00128"></a><span class="lineno">  128</span>&#160;        <span class="comment">// Sorts detected objects by confidence.</span></div><div class="line"><a name="l00129"></a><span class="lineno">  129</span>&#160;        std::sort(detectedObjects.begin(), detectedObjects.end(),</div><div class="line"><a name="l00130"></a><span class="lineno">  130</span>&#160;            [](<span class="keyword">const</span> <a class="code" href="struct_yolo_detected_object.xhtml">YoloDetectedObject</a>&amp; a, <span class="keyword">const</span> <a class="code" href="struct_yolo_detected_object.xhtml">YoloDetectedObject</a>&amp; b)</div><div class="line"><a name="l00131"></a><span class="lineno">  131</span>&#160;            {</div><div class="line"><a name="l00132"></a><span class="lineno">  132</span>&#160;                <span class="comment">// Sorts by largest confidence first, then by class.</span></div><div class="line"><a name="l00133"></a><span class="lineno">  133</span>&#160;                <span class="keywordflow">return</span> a.<a class="code" href="struct_yolo_detected_object.xhtml#a2eb9b5a8cccfba5e0db706d9d9631375">m_Confidence</a> &gt; b.m_Confidence</div><div class="line"><a name="l00134"></a><span class="lineno">  134</span>&#160;                    || (a.<a class="code" href="struct_yolo_detected_object.xhtml#a2eb9b5a8cccfba5e0db706d9d9631375">m_Confidence</a> == b.m_Confidence &amp;&amp; a.<a class="code" href="struct_yolo_detected_object.xhtml#a80722ddbfd9312e7abb6a707df0798f2">m_Class</a> &gt; b.m_Class);</div><div class="line"><a name="l00135"></a><span class="lineno">  135</span>&#160;            });</div><div class="line"><a name="l00136"></a><span class="lineno">  136</span>&#160;</div><div class="line"><a name="l00137"></a><span class="lineno">  137</span>&#160;        <span class="comment">// Checks the top N detections.</span></div><div class="line"><a name="l00138"></a><span class="lineno">  138</span>&#160;        <span class="keyword">auto</span> outputIt  = detectedObjects.begin();</div><div class="line"><a name="l00139"></a><span class="lineno">  139</span>&#160;        <span class="keyword">auto</span> outputEnd = detectedObjects.end();</div><div class="line"><a name="l00140"></a><span class="lineno">  140</span>&#160;</div><div class="line"><a name="l00141"></a><span class="lineno">  141</span>&#160;        <span class="keywordflow">for</span> (<span class="keyword">const</span> <a class="code" href="struct_yolo_detected_object.xhtml">YoloDetectedObject</a>&amp; expectedDetection : m_TopObjectDetections)</div><div class="line"><a name="l00142"></a><span class="lineno">  142</span>&#160;        {</div><div class="line"><a name="l00143"></a><span class="lineno">  143</span>&#160;            <span class="keywordflow">if</span> (outputIt == outputEnd)</div><div class="line"><a name="l00144"></a><span class="lineno">  144</span>&#160;            {</div><div class="line"><a name="l00145"></a><span class="lineno">  145</span>&#160;                <span class="comment">// Somehow expected more things to check than detections found by the model.</span></div><div class="line"><a name="l00146"></a><span class="lineno">  146</span>&#160;                <span class="keywordflow">return</span> TestCaseResult::Abort;</div><div class="line"><a name="l00147"></a><span class="lineno">  147</span>&#160;            }</div><div class="line"><a name="l00148"></a><span class="lineno">  148</span>&#160;</div><div class="line"><a name="l00149"></a><span class="lineno">  149</span>&#160;            <span class="keyword">const</span> <a class="code" href="struct_yolo_detected_object.xhtml">YoloDetectedObject</a>&amp; detectedObject = *outputIt;</div><div class="line"><a name="l00150"></a><span class="lineno">  150</span>&#160;            <span class="keywordflow">if</span> (detectedObject.<a class="code" href="struct_yolo_detected_object.xhtml#a80722ddbfd9312e7abb6a707df0798f2">m_Class</a> != expectedDetection.m_Class)</div><div class="line"><a name="l00151"></a><span class="lineno">  151</span>&#160;            {</div><div class="line"><a name="l00152"></a><span class="lineno">  152</span>&#160;                <a class="code" href="_logging_8hpp.xhtml#a7b6ad073975f437ec38ca7d20154727f">ARMNN_LOG</a>(error) &lt;&lt; <span class="stringliteral">&quot;Prediction for test case &quot;</span> &lt;&lt; this-&gt;<a class="code" href="classarmnn_1_1test_1_1_inference_model_test_case.xhtml#a4ab19ef735b92c4d4f688f0659e5565e">GetTestCaseId</a>() &lt;&lt;</div><div class="line"><a name="l00153"></a><span class="lineno">  153</span>&#160;                    <span class="stringliteral">&quot; is incorrect: Expected (&quot;</span> &lt;&lt; expectedDetection.m_Class &lt;&lt; <span class="stringliteral">&quot;)&quot;</span> &lt;&lt;</div><div class="line"><a name="l00154"></a><span class="lineno">  154</span>&#160;                    <span class="stringliteral">&quot; but predicted (&quot;</span> &lt;&lt; detectedObject.<a class="code" href="struct_yolo_detected_object.xhtml#a80722ddbfd9312e7abb6a707df0798f2">m_Class</a> &lt;&lt; <span class="stringliteral">&quot;)&quot;</span>;</div><div class="line"><a name="l00155"></a><span class="lineno">  155</span>&#160;                <span class="keywordflow">return</span> TestCaseResult::Failed;</div><div class="line"><a name="l00156"></a><span class="lineno">  156</span>&#160;            }</div><div class="line"><a name="l00157"></a><span class="lineno">  157</span>&#160;</div><div class="line"><a name="l00158"></a><span class="lineno">  158</span>&#160;            <span class="keywordflow">if</span> (!m_FloatComparer(detectedObject.<a class="code" href="struct_yolo_detected_object.xhtml#a16c213c3cb6176f80486425a4b2ab758">m_Box</a>.<a class="code" href="struct_yolo_bounding_box.xhtml#ad89841ac3480fc147a3b4c97343eadfc">m_X</a>, expectedDetection.m_Box.m_X) ||</div><div class="line"><a name="l00159"></a><span class="lineno">  159</span>&#160;                !m_FloatComparer(detectedObject.<a class="code" href="struct_yolo_detected_object.xhtml#a16c213c3cb6176f80486425a4b2ab758">m_Box</a>.<a class="code" href="struct_yolo_bounding_box.xhtml#a6360e12f495c81e6390fca7c39983676">m_Y</a>, expectedDetection.m_Box.m_Y) ||</div><div class="line"><a name="l00160"></a><span class="lineno">  160</span>&#160;                !m_FloatComparer(detectedObject.<a class="code" href="struct_yolo_detected_object.xhtml#a16c213c3cb6176f80486425a4b2ab758">m_Box</a>.<a class="code" href="struct_yolo_bounding_box.xhtml#ac669fea3ed7b049e3e696f509d71c910">m_W</a>, expectedDetection.m_Box.m_W) ||</div><div class="line"><a name="l00161"></a><span class="lineno">  161</span>&#160;                !m_FloatComparer(detectedObject.<a class="code" href="struct_yolo_detected_object.xhtml#a16c213c3cb6176f80486425a4b2ab758">m_Box</a>.<a class="code" href="struct_yolo_bounding_box.xhtml#a314839b30ea12b6fa351ebf4be5d8221">m_H</a>, expectedDetection.m_Box.m_H) ||</div><div class="line"><a name="l00162"></a><span class="lineno">  162</span>&#160;                !m_FloatComparer(detectedObject.<a class="code" href="struct_yolo_detected_object.xhtml#a2eb9b5a8cccfba5e0db706d9d9631375">m_Confidence</a>, expectedDetection.m_Confidence))</div><div class="line"><a name="l00163"></a><span class="lineno">  163</span>&#160;            {</div><div class="line"><a name="l00164"></a><span class="lineno">  164</span>&#160;                <a class="code" href="_logging_8hpp.xhtml#a7b6ad073975f437ec38ca7d20154727f">ARMNN_LOG</a>(error) &lt;&lt; <span class="stringliteral">&quot;Detected bounding box for test case &quot;</span> &lt;&lt; this-&gt;<a class="code" href="classarmnn_1_1test_1_1_inference_model_test_case.xhtml#a4ab19ef735b92c4d4f688f0659e5565e">GetTestCaseId</a>() &lt;&lt;</div><div class="line"><a name="l00165"></a><span class="lineno">  165</span>&#160;                    <span class="stringliteral">&quot; is incorrect&quot;</span>;</div><div class="line"><a name="l00166"></a><span class="lineno">  166</span>&#160;                <span class="keywordflow">return</span> TestCaseResult::Failed;</div><div class="line"><a name="l00167"></a><span class="lineno">  167</span>&#160;            }</div><div class="line"><a name="l00168"></a><span class="lineno">  168</span>&#160;</div><div class="line"><a name="l00169"></a><span class="lineno">  169</span>&#160;            ++outputIt;</div><div class="line"><a name="l00170"></a><span class="lineno">  170</span>&#160;        }</div><div class="line"><a name="l00171"></a><span class="lineno">  171</span>&#160;</div><div class="line"><a name="l00172"></a><span class="lineno">  172</span>&#160;        <span class="keywordflow">return</span> TestCaseResult::Ok;</div><div class="line"><a name="l00173"></a><span class="lineno">  173</span>&#160;    }</div><div class="line"><a name="l00174"></a><span class="lineno">  174</span>&#160;</div><div class="line"><a name="l00175"></a><span class="lineno">  175</span>&#160;<span class="keyword">private</span>:</div><div class="line"><a name="l00176"></a><span class="lineno">  176</span>&#160;    boost::math::fpc::close_at_tolerance&lt;float&gt; m_FloatComparer;</div><div class="line"><a name="l00177"></a><span class="lineno">  177</span>&#160;    std::vector&lt;YoloDetectedObject&gt; m_TopObjectDetections;</div><div class="line"><a name="l00178"></a><span class="lineno">  178</span>&#160;};</div><div class="line"><a name="l00179"></a><span class="lineno">  179</span>&#160;</div><div class="line"><a name="l00180"></a><span class="lineno">  180</span>&#160;<span class="keyword">template</span> &lt;<span class="keyword">typename</span> Model&gt;</div><div class="line"><a name="l00181"></a><span class="lineno"><a class="line" href="class_yolo_test_case_provider.xhtml">  181</a></span>&#160;<span class="keyword">class </span><a class="code" href="class_yolo_test_case_provider.xhtml">YoloTestCaseProvider</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="l00182"></a><span class="lineno">  182</span>&#160;{</div><div class="line"><a name="l00183"></a><span class="lineno">  183</span>&#160;<span class="keyword">public</span>:</div><div class="line"><a name="l00184"></a><span class="lineno">  184</span>&#160;    <span class="keyword">template</span> &lt;<span class="keyword">typename</span> TConstructModelCallable&gt;</div><div class="line"><a name="l00185"></a><span class="lineno"><a class="line" href="class_yolo_test_case_provider.xhtml#a4a2f48e18a4225a16bd42d57c0019b2e">  185</a></span>&#160;    <span class="keyword">explicit</span> <a class="code" href="class_yolo_test_case_provider.xhtml#a4a2f48e18a4225a16bd42d57c0019b2e">YoloTestCaseProvider</a>(TConstructModelCallable constructModel)</div><div class="line"><a name="l00186"></a><span class="lineno">  186</span>&#160;        : m_ConstructModel(constructModel)</div><div class="line"><a name="l00187"></a><span class="lineno">  187</span>&#160;    {</div><div class="line"><a name="l00188"></a><span class="lineno">  188</span>&#160;    }</div><div class="line"><a name="l00189"></a><span class="lineno">  189</span>&#160;</div><div class="line"><a name="l00190"></a><span class="lineno"><a class="line" href="class_yolo_test_case_provider.xhtml#a0afe329e01f054a13860244e24514041">  190</a></span>&#160;    <span class="keyword">virtual</span> <span class="keywordtype">void</span> <a class="code" href="class_yolo_test_case_provider.xhtml#a0afe329e01f054a13860244e24514041">AddCommandLineOptions</a>(boost::program_options::options_description&amp; <a class="code" href="_file_only_profiling_decorator_tests_8cpp.xhtml#a6560146509197f3e197d8d36f76c1347">options</a>)<span class="keyword"> override</span></div><div class="line"><a name="l00191"></a><span class="lineno">  191</span>&#160;<span class="keyword">    </span>{</div><div class="line"><a name="l00192"></a><span class="lineno">  192</span>&#160;        <span class="keyword">namespace </span>po = boost::program_options;</div><div class="line"><a name="l00193"></a><span class="lineno">  193</span>&#160;</div><div class="line"><a name="l00194"></a><span class="lineno">  194</span>&#160;        options.add_options()</div><div class="line"><a name="l00195"></a><span class="lineno">  195</span>&#160;            (<span class="stringliteral">&quot;data-dir,d&quot;</span>, po::value&lt;std::string&gt;(&amp;m_DataDir)-&gt;required(),</div><div class="line"><a name="l00196"></a><span class="lineno">  196</span>&#160;                <span class="stringliteral">&quot;Path to directory containing test data&quot;</span>);</div><div class="line"><a name="l00197"></a><span class="lineno">  197</span>&#160;</div><div class="line"><a name="l00198"></a><span class="lineno">  198</span>&#160;        Model::AddCommandLineOptions(options, m_ModelCommandLineOptions);</div><div class="line"><a name="l00199"></a><span class="lineno">  199</span>&#160;    }</div><div class="line"><a name="l00200"></a><span class="lineno">  200</span>&#160;</div><div class="line"><a name="l00201"></a><span class="lineno"><a class="line" href="class_yolo_test_case_provider.xhtml#a3db0a72dcdf01942b66d4537087a931e">  201</a></span>&#160;    <span class="keyword">virtual</span> <span class="keywordtype">bool</span> <a class="code" href="class_yolo_test_case_provider.xhtml#a3db0a72dcdf01942b66d4537087a931e">ProcessCommandLineOptions</a>(<span class="keyword">const</span> <a class="code" href="structarmnn_1_1test_1_1_inference_test_options.xhtml">InferenceTestOptions</a> &amp;commonOptions)<span class="keyword"> override</span></div><div class="line"><a name="l00202"></a><span class="lineno">  202</span>&#160;<span class="keyword">    </span>{</div><div class="line"><a name="l00203"></a><span class="lineno">  203</span>&#160;        <span class="keywordflow">if</span> (!<a class="code" href="namespacearmnn_1_1test.xhtml#a8a678fb3a8864e31aeb77f857ae6fc43">ValidateDirectory</a>(m_DataDir))</div><div class="line"><a name="l00204"></a><span class="lineno">  204</span>&#160;        {</div><div class="line"><a name="l00205"></a><span class="lineno">  205</span>&#160;            <span class="keywordflow">return</span> <span class="keyword">false</span>;</div><div class="line"><a name="l00206"></a><span class="lineno">  206</span>&#160;        }</div><div class="line"><a name="l00207"></a><span class="lineno">  207</span>&#160;</div><div class="line"><a name="l00208"></a><span class="lineno">  208</span>&#160;        m_Model = m_ConstructModel(commonOptions, m_ModelCommandLineOptions);</div><div class="line"><a name="l00209"></a><span class="lineno">  209</span>&#160;        <span class="keywordflow">if</span> (!m_Model)</div><div class="line"><a name="l00210"></a><span class="lineno">  210</span>&#160;        {</div><div class="line"><a name="l00211"></a><span class="lineno">  211</span>&#160;            <span class="keywordflow">return</span> <span class="keyword">false</span>;</div><div class="line"><a name="l00212"></a><span class="lineno">  212</span>&#160;        }</div><div class="line"><a name="l00213"></a><span class="lineno">  213</span>&#160;</div><div class="line"><a name="l00214"></a><span class="lineno">  214</span>&#160;        m_Database = std::make_unique&lt;YoloDatabase&gt;(m_DataDir.c_str());</div><div class="line"><a name="l00215"></a><span class="lineno">  215</span>&#160;        <span class="keywordflow">if</span> (!m_Database)</div><div class="line"><a name="l00216"></a><span class="lineno">  216</span>&#160;        {</div><div class="line"><a name="l00217"></a><span class="lineno">  217</span>&#160;            <span class="keywordflow">return</span> <span class="keyword">false</span>;</div><div class="line"><a name="l00218"></a><span class="lineno">  218</span>&#160;        }</div><div class="line"><a name="l00219"></a><span class="lineno">  219</span>&#160;</div><div class="line"><a name="l00220"></a><span class="lineno">  220</span>&#160;        <span class="keywordflow">return</span> <span class="keyword">true</span>;</div><div class="line"><a name="l00221"></a><span class="lineno">  221</span>&#160;    }</div><div class="line"><a name="l00222"></a><span class="lineno">  222</span>&#160;</div><div class="line"><a name="l00223"></a><span class="lineno"><a class="line" href="class_yolo_test_case_provider.xhtml#a61a75d35706bb8dd986431ae6aec3440">  223</a></span>&#160;    <span class="keyword">virtual</span> std::unique_ptr&lt;IInferenceTestCase&gt; <a class="code" href="class_yolo_test_case_provider.xhtml#a61a75d35706bb8dd986431ae6aec3440">GetTestCase</a>(<span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> testCaseId)<span class="keyword"> override</span></div><div class="line"><a name="l00224"></a><span class="lineno">  224</span>&#160;<span class="keyword">    </span>{</div><div class="line"><a name="l00225"></a><span class="lineno">  225</span>&#160;        std::unique_ptr&lt;YoloTestCaseData&gt; testCaseData = m_Database-&gt;GetTestCaseData(testCaseId);</div><div class="line"><a name="l00226"></a><span class="lineno">  226</span>&#160;        <span class="keywordflow">if</span> (!testCaseData)</div><div class="line"><a name="l00227"></a><span class="lineno">  227</span>&#160;        {</div><div class="line"><a name="l00228"></a><span class="lineno">  228</span>&#160;            <span class="keywordflow">return</span> <span class="keyword">nullptr</span>;</div><div class="line"><a name="l00229"></a><span class="lineno">  229</span>&#160;        }</div><div class="line"><a name="l00230"></a><span class="lineno">  230</span>&#160;</div><div class="line"><a name="l00231"></a><span class="lineno">  231</span>&#160;        <span class="keywordflow">return</span> std::make_unique&lt;YoloTestCase&lt;Model&gt;&gt;(*m_Model, testCaseId, *testCaseData);</div><div class="line"><a name="l00232"></a><span class="lineno">  232</span>&#160;    }</div><div class="line"><a name="l00233"></a><span class="lineno">  233</span>&#160;</div><div class="line"><a name="l00234"></a><span class="lineno">  234</span>&#160;<span class="keyword">private</span>:</div><div class="line"><a name="l00235"></a><span class="lineno">  235</span>&#160;    <span class="keyword">typename</span> Model::CommandLineOptions m_ModelCommandLineOptions;</div><div class="line"><a name="l00236"></a><span class="lineno">  236</span>&#160;    std::function&lt;std::unique_ptr&lt;Model&gt;(<span class="keyword">const</span> <a class="code" href="structarmnn_1_1test_1_1_inference_test_options.xhtml">InferenceTestOptions</a>&amp;,</div><div class="line"><a name="l00237"></a><span class="lineno">  237</span>&#160;                                         <span class="keyword">typename</span> Model::CommandLineOptions)&gt; m_ConstructModel;</div><div class="line"><a name="l00238"></a><span class="lineno">  238</span>&#160;    std::unique_ptr&lt;Model&gt; m_Model;</div><div class="line"><a name="l00239"></a><span class="lineno">  239</span>&#160;</div><div class="line"><a name="l00240"></a><span class="lineno">  240</span>&#160;    std::string m_DataDir;</div><div class="line"><a name="l00241"></a><span class="lineno">  241</span>&#160;    std::unique_ptr&lt;YoloDatabase&gt; m_Database;</div><div class="line"><a name="l00242"></a><span class="lineno">  242</span>&#160;};</div><div class="ttc" id="_yolo_database_8hpp_xhtml_af74f4ad1b33fe68237cb97c9345e9e87"><div class="ttname"><a href="_yolo_database_8hpp.xhtml#af74f4ad1b33fe68237cb97c9345e9e87">YoloImageHeight</a></div><div class="ttdeci">constexpr unsigned int YoloImageHeight</div><div class="ttdef"><b>Definition:</b> <a href="_yolo_database_8hpp_source.xhtml#l00051">YoloDatabase.hpp:51</a></div></div>
 102 <div class="ttc" id="class_yolo_test_case_xhtml_a5cbd09fbd9175f9101a7b43bb9c48e68"><div class="ttname"><a href="class_yolo_test_case.xhtml#a5cbd09fbd9175f9101a7b43bb9c48e68">YoloTestCase::ProcessResult</a></div><div class="ttdeci">virtual TestCaseResult ProcessResult(const InferenceTestOptions &amp;options) override</div><div class="ttdef"><b>Definition:</b> <a href="_yolo_inference_test_8hpp_source.xhtml#l00035">YoloInferenceTest.hpp:35</a></div></div>
 103 <div class="ttc" id="_ignore_unused_8hpp_xhtml"><div class="ttname"><a href="_ignore_unused_8hpp.xhtml">IgnoreUnused.hpp</a></div></div>
 104 <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#l00070">InferenceTest.hpp:70</a></div></div>
 105 <div class="ttc" id="struct_yolo_bounding_box_xhtml"><div class="ttname"><a href="struct_yolo_bounding_box.xhtml">YoloBoundingBox</a></div><div class="ttdef"><b>Definition:</b> <a href="_yolo_database_8hpp_source.xhtml#l00013">YoloDatabase.hpp:13</a></div></div>
 106 <div class="ttc" id="struct_yolo_detected_object_xhtml"><div class="ttname"><a href="struct_yolo_detected_object.xhtml">YoloDetectedObject</a></div><div class="ttdef"><b>Definition:</b> <a href="_yolo_database_8hpp_source.xhtml#l00021">YoloDatabase.hpp:21</a></div></div>
 107 <div class="ttc" id="struct_yolo_bounding_box_xhtml_a314839b30ea12b6fa351ebf4be5d8221"><div class="ttname"><a href="struct_yolo_bounding_box.xhtml#a314839b30ea12b6fa351ebf4be5d8221">YoloBoundingBox::m_H</a></div><div class="ttdeci">float m_H</div><div class="ttdef"><b>Definition:</b> <a href="_yolo_database_8hpp_source.xhtml#l00018">YoloDatabase.hpp:18</a></div></div>
 108 <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#l00090">InferenceTest.hpp:90</a></div></div>
 109 <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&lt; Model &gt;::GetOutputs</a></div><div class="ttdeci">const std::vector&lt; TContainer &gt; &amp; GetOutputs() const</div><div class="ttdef"><b>Definition:</b> <a href="_inference_test_8hpp_source.xhtml#l00139">InferenceTest.hpp:139</a></div></div>
 110 <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#l00056">InferenceTest.hpp:56</a></div></div>
 111 <div class="ttc" id="_logging_8hpp_xhtml_a7b6ad073975f437ec38ca7d20154727f"><div class="ttname"><a href="_logging_8hpp.xhtml#a7b6ad073975f437ec38ca7d20154727f">ARMNN_LOG</a></div><div class="ttdeci">#define ARMNN_LOG(severity)</div><div class="ttdef"><b>Definition:</b> <a href="_logging_8hpp_source.xhtml#l00163">Logging.hpp:163</a></div></div>
 112 <div class="ttc" id="namespacearmnn_xhtml_a44affeeb090c3c6a3062830562672e84"><div class="ttname"><a href="namespacearmnn.xhtml#a44affeeb090c3c6a3062830562672e84">armnn::IgnoreUnused</a></div><div class="ttdeci">void IgnoreUnused(Ts &amp;&amp;...)</div><div class="ttdef"><b>Definition:</b> <a href="_ignore_unused_8hpp_source.xhtml#l00014">IgnoreUnused.hpp:14</a></div></div>
 113 <div class="ttc" id="_yolo_database_8hpp_xhtml"><div class="ttname"><a href="_yolo_database_8hpp.xhtml">YoloDatabase.hpp</a></div></div>
 114 <div class="ttc" id="struct_yolo_detected_object_xhtml_a16c213c3cb6176f80486425a4b2ab758"><div class="ttname"><a href="struct_yolo_detected_object.xhtml#a16c213c3cb6176f80486425a4b2ab758">YoloDetectedObject::m_Box</a></div><div class="ttdeci">YoloBoundingBox m_Box</div><div class="ttdef"><b>Definition:</b> <a href="_yolo_database_8hpp_source.xhtml#l00032">YoloDatabase.hpp:32</a></div></div>
 115 <div class="ttc" id="struct_yolo_bounding_box_xhtml_a6360e12f495c81e6390fca7c39983676"><div class="ttname"><a href="struct_yolo_bounding_box.xhtml#a6360e12f495c81e6390fca7c39983676">YoloBoundingBox::m_Y</a></div><div class="ttdeci">float m_Y</div><div class="ttdef"><b>Definition:</b> <a href="_yolo_database_8hpp_source.xhtml#l00016">YoloDatabase.hpp:16</a></div></div>
 116 <div class="ttc" id="struct_yolo_bounding_box_xhtml_ad89841ac3480fc147a3b4c97343eadfc"><div class="ttname"><a href="struct_yolo_bounding_box.xhtml#ad89841ac3480fc147a3b4c97343eadfc">YoloBoundingBox::m_X</a></div><div class="ttdeci">float m_X</div><div class="ttdef"><b>Definition:</b> <a href="_yolo_database_8hpp_source.xhtml#l00015">YoloDatabase.hpp:15</a></div></div>
 117 <div class="ttc" id="_inference_test_8hpp_xhtml"><div class="ttname"><a href="_inference_test_8hpp.xhtml">InferenceTest.hpp</a></div></div>
 118 <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&lt; Model &gt;::GetTestCaseId</a></div><div class="ttdeci">unsigned int GetTestCaseId() const</div><div class="ttdef"><b>Definition:</b> <a href="_inference_test_8hpp_source.xhtml#l00138">InferenceTest.hpp:138</a></div></div>
 119 <div class="ttc" id="struct_yolo_detected_object_xhtml_a2eb9b5a8cccfba5e0db706d9d9631375"><div class="ttname"><a href="struct_yolo_detected_object.xhtml#a2eb9b5a8cccfba5e0db706d9d9631375">YoloDetectedObject::m_Confidence</a></div><div class="ttdeci">float m_Confidence</div><div class="ttdef"><b>Definition:</b> <a href="_yolo_database_8hpp_source.xhtml#l00033">YoloDatabase.hpp:33</a></div></div>
 120 <div class="ttc" id="class_yolo_test_case_provider_xhtml_a0afe329e01f054a13860244e24514041"><div class="ttname"><a href="class_yolo_test_case_provider.xhtml#a0afe329e01f054a13860244e24514041">YoloTestCaseProvider::AddCommandLineOptions</a></div><div class="ttdeci">virtual void AddCommandLineOptions(boost::program_options::options_description &amp;options) override</div><div class="ttdef"><b>Definition:</b> <a href="_yolo_inference_test_8hpp_source.xhtml#l00190">YoloInferenceTest.hpp:190</a></div></div>
 121 <div class="ttc" id="_yolo_inference_test_8hpp_xhtml_a754a9eb5465f7cb3e1de27b4ce10123d"><div class="ttname"><a href="_yolo_inference_test_8hpp.xhtml#a754a9eb5465f7cb3e1de27b4ce10123d">YoloOutputSize</a></div><div class="ttdeci">constexpr size_t YoloOutputSize</div><div class="ttdef"><b>Definition:</b> <a href="_yolo_inference_test_8hpp_source.xhtml#l00020">YoloInferenceTest.hpp:20</a></div></div>
 122 <div class="ttc" id="class_yolo_test_case_xhtml_aa09e1baeedec8ca7cb0bc74a29b6c73e"><div class="ttname"><a href="class_yolo_test_case.xhtml#aa09e1baeedec8ca7cb0bc74a29b6c73e">YoloTestCase::YoloTestCase</a></div><div class="ttdeci">YoloTestCase(Model &amp;model, unsigned int testCaseId, YoloTestCaseData &amp;testCaseData)</div><div class="ttdef"><b>Definition:</b> <a href="_yolo_inference_test_8hpp_source.xhtml#l00026">YoloInferenceTest.hpp:26</a></div></div>
 123 <div class="ttc" id="class_yolo_test_case_provider_xhtml_a61a75d35706bb8dd986431ae6aec3440"><div class="ttname"><a href="class_yolo_test_case_provider.xhtml#a61a75d35706bb8dd986431ae6aec3440">YoloTestCaseProvider::GetTestCase</a></div><div class="ttdeci">virtual std::unique_ptr&lt; IInferenceTestCase &gt; GetTestCase(unsigned int testCaseId) override</div><div class="ttdef"><b>Definition:</b> <a href="_yolo_inference_test_8hpp_source.xhtml#l00223">YoloInferenceTest.hpp:223</a></div></div>
 124 <div class="ttc" id="class_yolo_test_case_provider_xhtml_a3db0a72dcdf01942b66d4537087a931e"><div class="ttname"><a href="class_yolo_test_case_provider.xhtml#a3db0a72dcdf01942b66d4537087a931e">YoloTestCaseProvider::ProcessCommandLineOptions</a></div><div class="ttdeci">virtual bool ProcessCommandLineOptions(const InferenceTestOptions &amp;commonOptions) override</div><div class="ttdef"><b>Definition:</b> <a href="_yolo_inference_test_8hpp_source.xhtml#l00201">YoloInferenceTest.hpp:201</a></div></div>
 125 <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#l00109">InferenceTest.hpp:109</a></div></div>
 126 <div class="ttc" id="class_yolo_test_case_data_xhtml_a8a846d71b79227a5eb6baf5c9bc7d074"><div class="ttname"><a href="class_yolo_test_case_data.xhtml#a8a846d71b79227a5eb6baf5c9bc7d074">YoloTestCaseData::m_InputImage</a></div><div class="ttdeci">std::vector&lt; float &gt; m_InputImage</div><div class="ttdef"><b>Definition:</b> <a href="_yolo_database_8hpp_source.xhtml#l00046">YoloDatabase.hpp:46</a></div></div>
 127 <div class="ttc" id="class_yolo_test_case_provider_xhtml_a4a2f48e18a4225a16bd42d57c0019b2e"><div class="ttname"><a href="class_yolo_test_case_provider.xhtml#a4a2f48e18a4225a16bd42d57c0019b2e">YoloTestCaseProvider::YoloTestCaseProvider</a></div><div class="ttdeci">YoloTestCaseProvider(TConstructModelCallable constructModel)</div><div class="ttdef"><b>Definition:</b> <a href="_yolo_inference_test_8hpp_source.xhtml#l00185">YoloInferenceTest.hpp:185</a></div></div>
 128 <div class="ttc" id="class_yolo_test_case_data_xhtml"><div class="ttname"><a href="class_yolo_test_case_data.xhtml">YoloTestCaseData</a></div><div class="ttdef"><b>Definition:</b> <a href="_yolo_database_8hpp_source.xhtml#l00036">YoloDatabase.hpp:36</a></div></div>
 129 <div class="ttc" id="_yolo_database_8hpp_xhtml_a88c3339d57718f167a374ab572610ba8"><div class="ttname"><a href="_yolo_database_8hpp.xhtml#a88c3339d57718f167a374ab572610ba8">YoloImageWidth</a></div><div class="ttdeci">constexpr unsigned int YoloImageWidth</div><div class="ttdef"><b>Definition:</b> <a href="_yolo_database_8hpp_source.xhtml#l00050">YoloDatabase.hpp:50</a></div></div>
 130 <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 &amp;dir)</div><div class="ttdef"><b>Definition:</b> <a href="_inference_test_8cpp_source.xhtml#l00092">InferenceTest.cpp:92</a></div></div>
 131 <div class="ttc" id="struct_yolo_detected_object_xhtml_a80722ddbfd9312e7abb6a707df0798f2"><div class="ttname"><a href="struct_yolo_detected_object.xhtml#a80722ddbfd9312e7abb6a707df0798f2">YoloDetectedObject::m_Class</a></div><div class="ttdeci">unsigned int m_Class</div><div class="ttdef"><b>Definition:</b> <a href="_yolo_database_8hpp_source.xhtml#l00031">YoloDatabase.hpp:31</a></div></div>
 132 <div class="ttc" id="struct_yolo_bounding_box_xhtml_ac669fea3ed7b049e3e696f509d71c910"><div class="ttname"><a href="struct_yolo_bounding_box.xhtml#ac669fea3ed7b049e3e696f509d71c910">YoloBoundingBox::m_W</a></div><div class="ttdeci">float m_W</div><div class="ttdef"><b>Definition:</b> <a href="_yolo_database_8hpp_source.xhtml#l00017">YoloDatabase.hpp:17</a></div></div>
 133 <div class="ttc" id="_file_only_profiling_decorator_tests_8cpp_xhtml_a6560146509197f3e197d8d36f76c1347"><div class="ttname"><a href="_file_only_profiling_decorator_tests_8cpp.xhtml#a6560146509197f3e197d8d36f76c1347">options</a></div><div class="ttdeci">armnn::Runtime::CreationOptions::ExternalProfilingOptions options</div><div class="ttdef"><b>Definition:</b> <a href="_file_only_profiling_decorator_tests_8cpp_source.xhtml#l00045">FileOnlyProfilingDecoratorTests.cpp:45</a></div></div>
 134 <div class="ttc" id="class_yolo_test_case_provider_xhtml"><div class="ttname"><a href="class_yolo_test_case_provider.xhtml">YoloTestCaseProvider</a></div><div class="ttdef"><b>Definition:</b> <a href="_yolo_inference_test_8hpp_source.xhtml#l00181">YoloInferenceTest.hpp:181</a></div></div>
 135 <div class="ttc" id="class_yolo_test_case_xhtml"><div class="ttname"><a href="class_yolo_test_case.xhtml">YoloTestCase</a></div><div class="ttdef"><b>Definition:</b> <a href="_yolo_inference_test_8hpp_source.xhtml#l00023">YoloInferenceTest.hpp:23</a></div></div>
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