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diff --git a/20.02/_yolo_inference_test_8hpp_source.xhtml b/20.02/_yolo_inference_test_8hpp_source.xhtml new file mode 100644 index 0000000000..00414273eb --- /dev/null +++ b/20.02/_yolo_inference_test_8hpp_source.xhtml @@ -0,0 +1,148 @@ +<!-- Copyright (c) 2020 ARM Limited. --> +<!-- --> +<!-- SPDX-License-Identifier: MIT --> +<!-- --> +<!-- HTML header for doxygen 1.8.13--> +<!DOCTYPE html PUBLIC "-//W3C//DTD XHTML 1.0 Transitional//EN" "http://www.w3.org/TR/xhtml1/DTD/xhtml1-transitional.dtd"> +<html xmlns="http://www.w3.org/1999/xhtml"> +<head> +<meta http-equiv="Content-Type" content="text/xhtml;charset=UTF-8"/> +<meta http-equiv="X-UA-Compatible" content="IE=9"/> +<meta name="generator" content="Doxygen 1.8.13"/> +<meta name="robots" content="NOINDEX, NOFOLLOW" /> +<meta name="viewport" content="width=device-width, initial-scale=1"/> +<title>ArmNN: tests/YoloInferenceTest.hpp Source File</title> +<link href="tabs.css" rel="stylesheet" type="text/css"/> +<script type="text/javascript" src="jquery.js"></script> +<script type="text/javascript" src="dynsections.js"></script> +<link href="navtree.css" rel="stylesheet" type="text/css"/> +<script type="text/javascript" src="resize.js"></script> +<script type="text/javascript" src="navtreedata.js"></script> +<script type="text/javascript" src="navtree.js"></script> +<script type="text/javascript"> + $(document).ready(initResizable); +</script> +<link href="search/search.css" rel="stylesheet" type="text/css"/> +<script type="text/javascript" src="search/searchdata.js"></script> +<script type="text/javascript" src="search/search.js"></script> +<script type="text/x-mathjax-config"> + MathJax.Hub.Config({ + extensions: ["tex2jax.js"], + jax: ["input/TeX","output/HTML-CSS"], +}); +</script><script type="text/javascript" src="http://cdn.mathjax.org/mathjax/latest/MathJax.js"></script> +<link href="doxygen.css" rel="stylesheet" type="text/css" /> +<link href="stylesheet.css" rel="stylesheet" type="text/css"/> +</head> +<body> +<div id="top"><!-- do not remove this div, it is closed by doxygen! --> +<div id="titlearea"> +<table cellspacing="0" cellpadding="0"> + <tbody> + <tr style="height: 56px;"> + <img alt="ArmNN" src="Arm_NN_horizontal_blue.png" style="max-width: 10rem; margin-top: .5rem; margin-left 10px"/> + <td style="padding-left: 0.5em;"> + <div id="projectname"> +  <span id="projectnumber">20.02</span> + </div> + </td> + </tr> + </tbody> +</table> +</div> +<!-- end header part --> +<!-- Generated by Doxygen 1.8.13 --> +<script type="text/javascript"> +var searchBox = new SearchBox("searchBox", "search",false,'Search'); +</script> +<script type="text/javascript" src="menudata.js"></script> +<script type="text/javascript" src="menu.js"></script> +<script type="text/javascript"> +$(function() { + initMenu('',true,false,'search.php','Search'); + $(document).ready(function() { init_search(); }); +}); +</script> +<div id="main-nav"></div> +</div><!-- top --> +<div id="side-nav" class="ui-resizable side-nav-resizable"> + <div id="nav-tree"> + <div id="nav-tree-contents"> + <div id="nav-sync" class="sync"></div> + </div> + </div> + <div id="splitbar" style="-moz-user-select:none;" + class="ui-resizable-handle"> + </div> +</div> +<script type="text/javascript"> +$(document).ready(function(){initNavTree('_yolo_inference_test_8hpp_source.xhtml','');}); +</script> +<div id="doc-content"> +<!-- window showing the filter options --> +<div id="MSearchSelectWindow" + onmouseover="return searchBox.OnSearchSelectShow()" + onmouseout="return searchBox.OnSearchSelectHide()" + onkeydown="return searchBox.OnSearchSelectKey(event)"> +</div> + +<!-- iframe showing the search results (closed by default) --> +<div id="MSearchResultsWindow"> +<iframe src="javascript:void(0)" frameborder="0" + name="MSearchResults" id="MSearchResults"> +</iframe> +</div> + +<div class="header"> + <div class="headertitle"> +<div class="title">YoloInferenceTest.hpp</div> </div> +</div><!--header--> +<div class="contents"> +<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> <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_test_8hpp.xhtml">InferenceTest.hpp</a>"</span></div><div class="line"><a name="l00008"></a><span class="lineno"> 8</span> <span class="preprocessor">#include "<a class="code" href="_yolo_database_8hpp.xhtml">YoloDatabase.hpp</a>"</span></div><div class="line"><a name="l00009"></a><span class="lineno"> 9</span> </div><div class="line"><a name="l00010"></a><span class="lineno"> 10</span> <span class="preprocessor">#include <<a class="code" href="_ignore_unused_8hpp.xhtml">armnn/utility/IgnoreUnused.hpp</a>></span></div><div class="line"><a name="l00011"></a><span class="lineno"> 11</span> </div><div class="line"><a name="l00012"></a><span class="lineno"> 12</span> <span class="preprocessor">#include <algorithm></span></div><div class="line"><a name="l00013"></a><span class="lineno"> 13</span> <span class="preprocessor">#include <array></span></div><div class="line"><a name="l00014"></a><span class="lineno"> 14</span> <span class="preprocessor">#include <utility></span></div><div class="line"><a name="l00015"></a><span class="lineno"> 15</span> </div><div class="line"><a name="l00016"></a><span class="lineno"> 16</span> <span class="preprocessor">#include <boost/assert.hpp></span></div><div class="line"><a name="l00017"></a><span class="lineno"> 17</span> <span class="preprocessor">#include <boost/multi_array.hpp></span></div><div class="line"><a name="l00018"></a><span class="lineno"> 18</span> <span class="preprocessor">#include <boost/test/tools/floating_point_comparison.hpp></span></div><div class="line"><a name="l00019"></a><span class="lineno"> 19</span> </div><div class="line"><a name="l00020"></a><span class="lineno"><a class="line" href="_yolo_inference_test_8hpp.xhtml#a754a9eb5465f7cb3e1de27b4ce10123d"> 20</a></span> 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> </div><div class="line"><a name="l00022"></a><span class="lineno"> 22</span> <span class="keyword">template</span> <<span class="keyword">typename</span> Model></div><div class="line"><a name="l00023"></a><span class="lineno"><a class="line" href="class_yolo_test_case.xhtml"> 23</a></span> <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><Model></div><div class="line"><a name="l00024"></a><span class="lineno"> 24</span> {</div><div class="line"><a name="l00025"></a><span class="lineno"> 25</span> <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>  <a class="code" href="class_yolo_test_case.xhtml#aa09e1baeedec8ca7cb0bc74a29b6c73e">YoloTestCase</a>(Model& model,</div><div class="line"><a name="l00027"></a><span class="lineno"> 27</span>  <span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> testCaseId,</div><div class="line"><a name="l00028"></a><span class="lineno"> 28</span>  <a class="code" href="class_yolo_test_case_data.xhtml">YoloTestCaseData</a>& testCaseData)</div><div class="line"><a name="l00029"></a><span class="lineno"> 29</span>  : <a class="code" href="classarmnn_1_1test_1_1_inference_model_test_case.xhtml">InferenceModelTestCase</a><Model>(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>  , m_FloatComparer(boost::math::fpc::percent_tolerance(1.0f))</div><div class="line"><a name="l00031"></a><span class="lineno"> 31</span>  , m_TopObjectDetections(std::move(testCaseData.m_TopObjectDetections))</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"> 34</span> </div><div class="line"><a name="l00035"></a><span class="lineno"><a class="line" href="class_yolo_test_case.xhtml#a5cbd09fbd9175f9101a7b43bb9c48e68"> 35</a></span>  <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>& <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> <span class="keyword"> </span>{</div><div class="line"><a name="l00037"></a><span class="lineno"> 37</span>  <a class="code" href="namespacearmnn.xhtml#a44affeeb090c3c6a3062830562672e84">armnn::IgnoreUnused</a>(options);</div><div class="line"><a name="l00038"></a><span class="lineno"> 38</span> </div><div class="line"><a name="l00039"></a><span class="lineno"> 39</span>  <span class="keyword">using</span> Boost3dArray = boost::multi_array<float, 3>;</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>  <span class="keyword">const</span> std::vector<float>& output = boost::get<std::vector<float>>(this-><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>  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> </div><div class="line"><a name="l00044"></a><span class="lineno"> 44</span>  constexpr Boost3dArray::index gridSize = 7;</div><div class="line"><a name="l00045"></a><span class="lineno"> 45</span>  constexpr Boost3dArray::index numClasses = 20;</div><div class="line"><a name="l00046"></a><span class="lineno"> 46</span>  constexpr Boost3dArray::index numScales = 2;</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">const</span> <span class="keywordtype">float</span>* outputPtr = output.data();</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>  <span class="comment">// Range 0-980. Class probabilities. 7x7x20</span></div><div class="line"><a name="l00051"></a><span class="lineno"> 51</span>  Boost3dArray classProbabilities(boost::extents[gridSize][gridSize][numClasses]);</div><div class="line"><a name="l00052"></a><span class="lineno"> 52</span>  <span class="keywordflow">for</span> (Boost3dArray::index y = 0; y < gridSize; ++y)</div><div class="line"><a name="l00053"></a><span class="lineno"> 53</span>  {</div><div class="line"><a name="l00054"></a><span class="lineno"> 54</span>  <span class="keywordflow">for</span> (Boost3dArray::index x = 0; x < gridSize; ++x)</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>  <span class="keywordflow">for</span> (Boost3dArray::index c = 0; c < numClasses; ++c)</div><div class="line"><a name="l00057"></a><span class="lineno"> 57</span>  {</div><div class="line"><a name="l00058"></a><span class="lineno"> 58</span>  classProbabilities[y][x][c] = *outputPtr++;</div><div class="line"><a name="l00059"></a><span class="lineno"> 59</span>  }</div><div class="line"><a name="l00060"></a><span class="lineno"> 60</span>  }</div><div class="line"><a name="l00061"></a><span class="lineno"> 61</span>  }</div><div class="line"><a name="l00062"></a><span class="lineno"> 62</span> </div><div class="line"><a name="l00063"></a><span class="lineno"> 63</span>  <span class="comment">// Range 980-1078. Scales. 7x7x2</span></div><div class="line"><a name="l00064"></a><span class="lineno"> 64</span>  Boost3dArray scales(boost::extents[gridSize][gridSize][numScales]);</div><div class="line"><a name="l00065"></a><span class="lineno"> 65</span>  <span class="keywordflow">for</span> (Boost3dArray::index y = 0; y < gridSize; ++y)</div><div class="line"><a name="l00066"></a><span class="lineno"> 66</span>  {</div><div class="line"><a name="l00067"></a><span class="lineno"> 67</span>  <span class="keywordflow">for</span> (Boost3dArray::index x = 0; x < gridSize; ++x)</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>  <span class="keywordflow">for</span> (Boost3dArray::index s = 0; s < numScales; ++s)</div><div class="line"><a name="l00070"></a><span class="lineno"> 70</span>  {</div><div class="line"><a name="l00071"></a><span class="lineno"> 71</span>  scales[y][x][s] = *outputPtr++;</div><div class="line"><a name="l00072"></a><span class="lineno"> 72</span>  }</div><div class="line"><a name="l00073"></a><span class="lineno"> 73</span>  }</div><div class="line"><a name="l00074"></a><span class="lineno"> 74</span>  }</div><div class="line"><a name="l00075"></a><span class="lineno"> 75</span> </div><div class="line"><a name="l00076"></a><span class="lineno"> 76</span>  <span class="comment">// Range 1078-1469. Bounding boxes. 7x7x2x4</span></div><div class="line"><a name="l00077"></a><span class="lineno"> 77</span>  constexpr <span class="keywordtype">float</span> imageWidthAsFloat = <span class="keyword">static_cast<</span><span class="keywordtype">float</span><span class="keyword">></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>  constexpr <span class="keywordtype">float</span> imageHeightAsFloat = <span class="keyword">static_cast<</span><span class="keywordtype">float</span><span class="keyword">></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> </div><div class="line"><a name="l00080"></a><span class="lineno"> 80</span>  boost::multi_array<float, 4> boxes(boost::extents[gridSize][gridSize][numScales][4]);</div><div class="line"><a name="l00081"></a><span class="lineno"> 81</span>  <span class="keywordflow">for</span> (Boost3dArray::index y = 0; y < gridSize; ++y)</div><div class="line"><a name="l00082"></a><span class="lineno"> 82</span>  {</div><div class="line"><a name="l00083"></a><span class="lineno"> 83</span>  <span class="keywordflow">for</span> (Boost3dArray::index x = 0; x < gridSize; ++x)</div><div class="line"><a name="l00084"></a><span class="lineno"> 84</span>  {</div><div class="line"><a name="l00085"></a><span class="lineno"> 85</span>  <span class="keywordflow">for</span> (Boost3dArray::index s = 0; s < numScales; ++s)</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="keywordtype">float</span> bx = *outputPtr++;</div><div class="line"><a name="l00088"></a><span class="lineno"> 88</span>  <span class="keywordtype">float</span> by = *outputPtr++;</div><div class="line"><a name="l00089"></a><span class="lineno"> 89</span>  <span class="keywordtype">float</span> bw = *outputPtr++;</div><div class="line"><a name="l00090"></a><span class="lineno"> 90</span>  <span class="keywordtype">float</span> bh = *outputPtr++;</div><div class="line"><a name="l00091"></a><span class="lineno"> 91</span> </div><div class="line"><a name="l00092"></a><span class="lineno"> 92</span>  boxes[y][x][s][0] = ((bx + <span class="keyword">static_cast<</span><span class="keywordtype">float</span><span class="keyword">></span>(x)) / 7.0f) * imageWidthAsFloat;</div><div class="line"><a name="l00093"></a><span class="lineno"> 93</span>  boxes[y][x][s][1] = ((by + <span class="keyword">static_cast<</span><span class="keywordtype">float</span><span class="keyword">></span>(y)) / 7.0f) * imageHeightAsFloat;</div><div class="line"><a name="l00094"></a><span class="lineno"> 94</span>  boxes[y][x][s][2] = bw * bw * <span class="keyword">static_cast<</span><span class="keywordtype">float</span><span class="keyword">></span>(imageWidthAsFloat);</div><div class="line"><a name="l00095"></a><span class="lineno"> 95</span>  boxes[y][x][s][3] = bh * bh * <span class="keyword">static_cast<</span><span class="keywordtype">float</span><span class="keyword">></span>(imageHeightAsFloat);</div><div class="line"><a name="l00096"></a><span class="lineno"> 96</span>  }</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>  }</div><div class="line"><a name="l00099"></a><span class="lineno"> 99</span>  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> </div><div class="line"><a name="l00101"></a><span class="lineno"> 101</span>  std::vector<YoloDetectedObject> detectedObjects;</div><div class="line"><a name="l00102"></a><span class="lineno"> 102</span>  detectedObjects.reserve(gridSize * gridSize * numScales * numClasses);</div><div class="line"><a name="l00103"></a><span class="lineno"> 103</span> </div><div class="line"><a name="l00104"></a><span class="lineno"> 104</span>  <span class="keywordflow">for</span> (Boost3dArray::index y = 0; y < gridSize; ++y)</div><div class="line"><a name="l00105"></a><span class="lineno"> 105</span>  {</div><div class="line"><a name="l00106"></a><span class="lineno"> 106</span>  <span class="keywordflow">for</span> (Boost3dArray::index x = 0; x < gridSize; ++x)</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>  <span class="keywordflow">for</span> (Boost3dArray::index s = 0; s < numScales; ++s)</div><div class="line"><a name="l00109"></a><span class="lineno"> 109</span>  {</div><div class="line"><a name="l00110"></a><span class="lineno"> 110</span>  <span class="keywordflow">for</span> (Boost3dArray::index c = 0; c < numClasses; ++c)</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="comment">// Resolved confidence: class probabilities * scales.</span></div><div class="line"><a name="l00113"></a><span class="lineno"> 113</span>  <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> </div><div class="line"><a name="l00115"></a><span class="lineno"> 115</span>  <span class="comment">// Resolves bounding box and stores.</span></div><div class="line"><a name="l00116"></a><span class="lineno"> 116</span>  <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>  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>  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>  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>  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> </div><div class="line"><a name="l00122"></a><span class="lineno"> 122</span>  detectedObjects.emplace_back(c, box, confidence);</div><div class="line"><a name="l00123"></a><span class="lineno"> 123</span>  }</div><div class="line"><a name="l00124"></a><span class="lineno"> 124</span>  }</div><div class="line"><a name="l00125"></a><span class="lineno"> 125</span>  }</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> </div><div class="line"><a name="l00128"></a><span class="lineno"> 128</span>  <span class="comment">// Sorts detected objects by confidence.</span></div><div class="line"><a name="l00129"></a><span class="lineno"> 129</span>  std::sort(detectedObjects.begin(), detectedObjects.end(),</div><div class="line"><a name="l00130"></a><span class="lineno"> 130</span>  [](<span class="keyword">const</span> <a class="code" href="struct_yolo_detected_object.xhtml">YoloDetectedObject</a>& a, <span class="keyword">const</span> <a class="code" href="struct_yolo_detected_object.xhtml">YoloDetectedObject</a>& b)</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>  <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>  <span class="keywordflow">return</span> a.<a class="code" href="struct_yolo_detected_object.xhtml#a2eb9b5a8cccfba5e0db706d9d9631375">m_Confidence</a> > b.m_Confidence</div><div class="line"><a name="l00134"></a><span class="lineno"> 134</span>  || (a.<a class="code" href="struct_yolo_detected_object.xhtml#a2eb9b5a8cccfba5e0db706d9d9631375">m_Confidence</a> == b.m_Confidence && a.<a class="code" href="struct_yolo_detected_object.xhtml#a80722ddbfd9312e7abb6a707df0798f2">m_Class</a> > b.m_Class);</div><div class="line"><a name="l00135"></a><span class="lineno"> 135</span>  });</div><div class="line"><a name="l00136"></a><span class="lineno"> 136</span> </div><div class="line"><a name="l00137"></a><span class="lineno"> 137</span>  <span class="comment">// Checks the top N detections.</span></div><div class="line"><a name="l00138"></a><span class="lineno"> 138</span>  <span class="keyword">auto</span> outputIt = detectedObjects.begin();</div><div class="line"><a name="l00139"></a><span class="lineno"> 139</span>  <span class="keyword">auto</span> outputEnd = detectedObjects.end();</div><div class="line"><a name="l00140"></a><span class="lineno"> 140</span> </div><div class="line"><a name="l00141"></a><span class="lineno"> 141</span>  <span class="keywordflow">for</span> (<span class="keyword">const</span> <a class="code" href="struct_yolo_detected_object.xhtml">YoloDetectedObject</a>& expectedDetection : m_TopObjectDetections)</div><div class="line"><a name="l00142"></a><span class="lineno"> 142</span>  {</div><div class="line"><a name="l00143"></a><span class="lineno"> 143</span>  <span class="keywordflow">if</span> (outputIt == outputEnd)</div><div class="line"><a name="l00144"></a><span class="lineno"> 144</span>  {</div><div class="line"><a name="l00145"></a><span class="lineno"> 145</span>  <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>  <span class="keywordflow">return</span> TestCaseResult::Abort;</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">const</span> <a class="code" href="struct_yolo_detected_object.xhtml">YoloDetectedObject</a>& detectedObject = *outputIt;</div><div class="line"><a name="l00150"></a><span class="lineno"> 150</span>  <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>  {</div><div class="line"><a name="l00152"></a><span class="lineno"> 152</span>  <a class="code" href="_logging_8hpp.xhtml#a7b6ad073975f437ec38ca7d20154727f">ARMNN_LOG</a>(error) << <span class="stringliteral">"Prediction for test case "</span> << this-><a class="code" href="classarmnn_1_1test_1_1_inference_model_test_case.xhtml#a4ab19ef735b92c4d4f688f0659e5565e">GetTestCaseId</a>() <<</div><div class="line"><a name="l00153"></a><span class="lineno"> 153</span>  <span class="stringliteral">" is incorrect: Expected ("</span> << expectedDetection.m_Class << <span class="stringliteral">")"</span> <<</div><div class="line"><a name="l00154"></a><span class="lineno"> 154</span>  <span class="stringliteral">" but predicted ("</span> << detectedObject.<a class="code" href="struct_yolo_detected_object.xhtml#a80722ddbfd9312e7abb6a707df0798f2">m_Class</a> << <span class="stringliteral">")"</span>;</div><div class="line"><a name="l00155"></a><span class="lineno"> 155</span>  <span class="keywordflow">return</span> TestCaseResult::Failed;</div><div class="line"><a name="l00156"></a><span class="lineno"> 156</span>  }</div><div class="line"><a name="l00157"></a><span class="lineno"> 157</span> </div><div class="line"><a name="l00158"></a><span class="lineno"> 158</span>  <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>  !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>  !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>  !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>  !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>  {</div><div class="line"><a name="l00164"></a><span class="lineno"> 164</span>  <a class="code" href="_logging_8hpp.xhtml#a7b6ad073975f437ec38ca7d20154727f">ARMNN_LOG</a>(error) << <span class="stringliteral">"Detected bounding box for test case "</span> << this-><a class="code" href="classarmnn_1_1test_1_1_inference_model_test_case.xhtml#a4ab19ef735b92c4d4f688f0659e5565e">GetTestCaseId</a>() <<</div><div class="line"><a name="l00165"></a><span class="lineno"> 165</span>  <span class="stringliteral">" is incorrect"</span>;</div><div class="line"><a name="l00166"></a><span class="lineno"> 166</span>  <span class="keywordflow">return</span> TestCaseResult::Failed;</div><div class="line"><a name="l00167"></a><span class="lineno"> 167</span>  }</div><div class="line"><a name="l00168"></a><span class="lineno"> 168</span> </div><div class="line"><a name="l00169"></a><span class="lineno"> 169</span>  ++outputIt;</div><div class="line"><a name="l00170"></a><span class="lineno"> 170</span>  }</div><div class="line"><a name="l00171"></a><span class="lineno"> 171</span> </div><div class="line"><a name="l00172"></a><span class="lineno"> 172</span>  <span class="keywordflow">return</span> TestCaseResult::Ok;</div><div class="line"><a name="l00173"></a><span class="lineno"> 173</span>  }</div><div class="line"><a name="l00174"></a><span class="lineno"> 174</span> </div><div class="line"><a name="l00175"></a><span class="lineno"> 175</span> <span class="keyword">private</span>:</div><div class="line"><a name="l00176"></a><span class="lineno"> 176</span>  boost::math::fpc::close_at_tolerance<float> m_FloatComparer;</div><div class="line"><a name="l00177"></a><span class="lineno"> 177</span>  std::vector<YoloDetectedObject> m_TopObjectDetections;</div><div class="line"><a name="l00178"></a><span class="lineno"> 178</span> };</div><div class="line"><a name="l00179"></a><span class="lineno"> 179</span> </div><div class="line"><a name="l00180"></a><span class="lineno"> 180</span> <span class="keyword">template</span> <<span class="keyword">typename</span> Model></div><div class="line"><a name="l00181"></a><span class="lineno"><a class="line" href="class_yolo_test_case_provider.xhtml"> 181</a></span> <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> {</div><div class="line"><a name="l00183"></a><span class="lineno"> 183</span> <span class="keyword">public</span>:</div><div class="line"><a name="l00184"></a><span class="lineno"> 184</span>  <span class="keyword">template</span> <<span class="keyword">typename</span> TConstructModelCallable></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>  <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>  : m_ConstructModel(constructModel)</div><div class="line"><a name="l00187"></a><span class="lineno"> 187</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> </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>  <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& <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> <span class="keyword"> </span>{</div><div class="line"><a name="l00192"></a><span class="lineno"> 192</span>  <span class="keyword">namespace </span>po = boost::program_options;</div><div class="line"><a name="l00193"></a><span class="lineno"> 193</span> </div><div class="line"><a name="l00194"></a><span class="lineno"> 194</span>  options.add_options()</div><div class="line"><a name="l00195"></a><span class="lineno"> 195</span>  (<span class="stringliteral">"data-dir,d"</span>, po::value<std::string>(&m_DataDir)->required(),</div><div class="line"><a name="l00196"></a><span class="lineno"> 196</span>  <span class="stringliteral">"Path to directory containing test data"</span>);</div><div class="line"><a name="l00197"></a><span class="lineno"> 197</span> </div><div class="line"><a name="l00198"></a><span class="lineno"> 198</span>  Model::AddCommandLineOptions(options, m_ModelCommandLineOptions);</div><div class="line"><a name="l00199"></a><span class="lineno"> 199</span>  }</div><div class="line"><a name="l00200"></a><span class="lineno"> 200</span> </div><div class="line"><a name="l00201"></a><span class="lineno"><a class="line" href="class_yolo_test_case_provider.xhtml#a3db0a72dcdf01942b66d4537087a931e"> 201</a></span>  <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> &commonOptions)<span class="keyword"> override</span></div><div class="line"><a name="l00202"></a><span class="lineno"> 202</span> <span class="keyword"> </span>{</div><div class="line"><a name="l00203"></a><span class="lineno"> 203</span>  <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>  {</div><div class="line"><a name="l00205"></a><span class="lineno"> 205</span>  <span class="keywordflow">return</span> <span class="keyword">false</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> </div><div class="line"><a name="l00208"></a><span class="lineno"> 208</span>  m_Model = m_ConstructModel(commonOptions, m_ModelCommandLineOptions);</div><div class="line"><a name="l00209"></a><span class="lineno"> 209</span>  <span class="keywordflow">if</span> (!m_Model)</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="keywordflow">return</span> <span class="keyword">false</span>;</div><div class="line"><a name="l00212"></a><span class="lineno"> 212</span>  }</div><div class="line"><a name="l00213"></a><span class="lineno"> 213</span> </div><div class="line"><a name="l00214"></a><span class="lineno"> 214</span>  m_Database = std::make_unique<YoloDatabase>(m_DataDir.c_str());</div><div class="line"><a name="l00215"></a><span class="lineno"> 215</span>  <span class="keywordflow">if</span> (!m_Database)</div><div class="line"><a name="l00216"></a><span class="lineno"> 216</span>  {</div><div class="line"><a name="l00217"></a><span class="lineno"> 217</span>  <span class="keywordflow">return</span> <span class="keyword">false</span>;</div><div class="line"><a name="l00218"></a><span class="lineno"> 218</span>  }</div><div class="line"><a name="l00219"></a><span class="lineno"> 219</span> </div><div class="line"><a name="l00220"></a><span class="lineno"> 220</span>  <span class="keywordflow">return</span> <span class="keyword">true</span>;</div><div class="line"><a name="l00221"></a><span class="lineno"> 221</span>  }</div><div class="line"><a name="l00222"></a><span class="lineno"> 222</span> </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>  <span class="keyword">virtual</span> std::unique_ptr<IInferenceTestCase> <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> <span class="keyword"> </span>{</div><div class="line"><a name="l00225"></a><span class="lineno"> 225</span>  std::unique_ptr<YoloTestCaseData> testCaseData = m_Database->GetTestCaseData(testCaseId);</div><div class="line"><a name="l00226"></a><span class="lineno"> 226</span>  <span class="keywordflow">if</span> (!testCaseData)</div><div class="line"><a name="l00227"></a><span class="lineno"> 227</span>  {</div><div class="line"><a name="l00228"></a><span class="lineno"> 228</span>  <span class="keywordflow">return</span> <span class="keyword">nullptr</span>;</div><div class="line"><a name="l00229"></a><span class="lineno"> 229</span>  }</div><div class="line"><a name="l00230"></a><span class="lineno"> 230</span> </div><div class="line"><a name="l00231"></a><span class="lineno"> 231</span>  <span class="keywordflow">return</span> std::make_unique<YoloTestCase<Model>>(*m_Model, testCaseId, *testCaseData);</div><div class="line"><a name="l00232"></a><span class="lineno"> 232</span>  }</div><div class="line"><a name="l00233"></a><span class="lineno"> 233</span> </div><div class="line"><a name="l00234"></a><span class="lineno"> 234</span> <span class="keyword">private</span>:</div><div class="line"><a name="l00235"></a><span class="lineno"> 235</span>  <span class="keyword">typename</span> Model::CommandLineOptions m_ModelCommandLineOptions;</div><div class="line"><a name="l00236"></a><span class="lineno"> 236</span>  std::function<std::unique_ptr<Model>(<span class="keyword">const</span> <a class="code" href="structarmnn_1_1test_1_1_inference_test_options.xhtml">InferenceTestOptions</a>&,</div><div class="line"><a name="l00237"></a><span class="lineno"> 237</span>  <span class="keyword">typename</span> Model::CommandLineOptions)> m_ConstructModel;</div><div class="line"><a name="l00238"></a><span class="lineno"> 238</span>  std::unique_ptr<Model> m_Model;</div><div class="line"><a name="l00239"></a><span class="lineno"> 239</span> </div><div class="line"><a name="l00240"></a><span class="lineno"> 240</span>  std::string m_DataDir;</div><div class="line"><a name="l00241"></a><span class="lineno"> 241</span>  std::unique_ptr<YoloDatabase> m_Database;</div><div class="line"><a name="l00242"></a><span class="lineno"> 242</span> };</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> +<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 &options) override</div><div class="ttdef"><b>Definition:</b> <a href="_yolo_inference_test_8hpp_source.xhtml#l00035">YoloInferenceTest.hpp:35</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_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> +<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> +<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> +<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> +<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> +<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< Model >::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#l00139">InferenceTest.hpp:139</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#l00056">InferenceTest.hpp:56</a></div></div> +<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> +<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="_yolo_database_8hpp_xhtml"><div class="ttname"><a href="_yolo_database_8hpp.xhtml">YoloDatabase.hpp</a></div></div> +<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> +<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> +<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> +<div class="ttc" id="_inference_test_8hpp_xhtml"><div class="ttname"><a href="_inference_test_8hpp.xhtml">InferenceTest.hpp</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< Model >::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> +<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> +<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 &options) override</div><div class="ttdef"><b>Definition:</b> <a href="_yolo_inference_test_8hpp_source.xhtml#l00190">YoloInferenceTest.hpp:190</a></div></div> +<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> +<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 &model, unsigned int testCaseId, YoloTestCaseData &testCaseData)</div><div class="ttdef"><b>Definition:</b> <a href="_yolo_inference_test_8hpp_source.xhtml#l00026">YoloInferenceTest.hpp:26</a></div></div> +<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< IInferenceTestCase > 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> +<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 &commonOptions) override</div><div class="ttdef"><b>Definition:</b> <a href="_yolo_inference_test_8hpp_source.xhtml#l00201">YoloInferenceTest.hpp:201</a></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#l00109">InferenceTest.hpp:109</a></div></div> +<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< float > m_InputImage</div><div class="ttdef"><b>Definition:</b> <a href="_yolo_database_8hpp_source.xhtml#l00046">YoloDatabase.hpp:46</a></div></div> +<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> +<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> +<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> +<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#l00092">InferenceTest.cpp:92</a></div></div> +<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> +<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> +<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> +<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> +<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> +</div><!-- fragment --></div><!-- contents --> +</div><!-- doc-content --> +<!-- start footer part --> +<div id="nav-path" class="navpath"><!-- id is needed for treeview function! --> + <ul> + <li class="navelem"><a class="el" href="dir_59425e443f801f1f2fd8bbe4959a3ccf.xhtml">tests</a></li><li class="navelem"><a class="el" href="_yolo_inference_test_8hpp.xhtml">YoloInferenceTest.hpp</a></li> + <li class="footer">Generated on Fri Mar 13 2020 16:09:13 for ArmNN by + <a href="http://www.doxygen.org/index.html"> + <img class="footer" src="doxygen.png" alt="doxygen"/></a> 1.8.13 </li> + </ul> +</div> +</body> +</html> |