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<div class="title">YoloTestCase&lt; Model &gt; Class Template Reference</div> </div>
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<p><code>#include &lt;<a class="el" href="_yolo_inference_test_8hpp_source.html">YoloInferenceTest.hpp</a>&gt;</code></p>
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Inheritance diagram for YoloTestCase&lt; Model &gt;:</div>
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<img src="class_yolo_test_case.png" usemap="#YoloTestCase_3C_20Model_20_3E_map" alt=""/>
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<area href="classarmnn_1_1test_1_1_inference_model_test_case.html" alt="InferenceModelTestCase&lt; Model &gt;" shape="rect" coords="0,56,212,80"/>
<area href="classarmnn_1_1test_1_1_i_inference_test_case.html" alt="IInferenceTestCase" shape="rect" coords="0,0,212,24"/>
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<table class="memberdecls">
<tr class="heading"><td colspan="2"><h2 class="groupheader"><a name="pub-methods"></a>
Public Member Functions</h2></td></tr>
<tr class="memitem:aa09e1baeedec8ca7cb0bc74a29b6c73e"><td class="memItemLeft" align="right" valign="top">&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="class_yolo_test_case.html#aa09e1baeedec8ca7cb0bc74a29b6c73e">YoloTestCase</a> (<a class="el" href="struct_model.html">Model</a> &amp;model, unsigned int testCaseId, <a class="el" href="class_yolo_test_case_data.html">YoloTestCaseData</a> &amp;testCaseData)</td></tr>
<tr class="separator:aa09e1baeedec8ca7cb0bc74a29b6c73e"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a5cbd09fbd9175f9101a7b43bb9c48e68"><td class="memItemLeft" align="right" valign="top">virtual <a class="el" href="namespacearmnn_1_1test.html#a05b3d6105613d2d14099667a6b8ca67b">TestCaseResult</a>&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="class_yolo_test_case.html#a5cbd09fbd9175f9101a7b43bb9c48e68">ProcessResult</a> (const <a class="el" href="structarmnn_1_1test_1_1_inference_test_options.html">InferenceTestOptions</a> &amp;<a class="el" href="_file_only_profiling_decorator_tests_8cpp.html#a6560146509197f3e197d8d36f76c1347">options</a>) override</td></tr>
<tr class="separator:a5cbd09fbd9175f9101a7b43bb9c48e68"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="inherit_header pub_methods_classarmnn_1_1test_1_1_inference_model_test_case"><td colspan="2" onclick="javascript:toggleInherit('pub_methods_classarmnn_1_1test_1_1_inference_model_test_case')"><img src="closed.png" alt="-"/>&#160;Public Member Functions inherited from <a class="el" href="classarmnn_1_1test_1_1_inference_model_test_case.html">InferenceModelTestCase&lt; Model &gt;</a></td></tr>
<tr class="memitem:a88053b26f583deec802e194f2547378d inherit pub_methods_classarmnn_1_1test_1_1_inference_model_test_case"><td class="memItemLeft" align="right" valign="top">&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classarmnn_1_1test_1_1_inference_model_test_case.html#a88053b26f583deec802e194f2547378d">InferenceModelTestCase</a> (<a class="el" href="struct_model.html">Model</a> &amp;model, unsigned int testCaseId, const std::vector&lt; <a class="el" href="classarmnn_1_1test_1_1_inference_model_test_case.html#a9eb69ebdaf4ceb8014e7c8a540266100">TContainer</a> &gt; &amp;inputs, const std::vector&lt; unsigned int &gt; &amp;outputSizes)</td></tr>
<tr class="separator:a88053b26f583deec802e194f2547378d inherit pub_methods_classarmnn_1_1test_1_1_inference_model_test_case"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:aa257380f53ef27922dda47c7e41bba88 inherit pub_methods_classarmnn_1_1test_1_1_inference_model_test_case"><td class="memItemLeft" align="right" valign="top">virtual void&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classarmnn_1_1test_1_1_inference_model_test_case.html#aa257380f53ef27922dda47c7e41bba88">Run</a> () override</td></tr>
<tr class="separator:aa257380f53ef27922dda47c7e41bba88 inherit pub_methods_classarmnn_1_1test_1_1_inference_model_test_case"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="inherit_header pub_methods_classarmnn_1_1test_1_1_i_inference_test_case"><td colspan="2" onclick="javascript:toggleInherit('pub_methods_classarmnn_1_1test_1_1_i_inference_test_case')"><img src="closed.png" alt="-"/>&#160;Public Member Functions inherited from <a class="el" href="classarmnn_1_1test_1_1_i_inference_test_case.html">IInferenceTestCase</a></td></tr>
<tr class="memitem:a99e369e14a0ce3322d3fd5520b819ab3 inherit pub_methods_classarmnn_1_1test_1_1_i_inference_test_case"><td class="memItemLeft" align="right" valign="top">virtual&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classarmnn_1_1test_1_1_i_inference_test_case.html#a99e369e14a0ce3322d3fd5520b819ab3">~IInferenceTestCase</a> ()</td></tr>
<tr class="separator:a99e369e14a0ce3322d3fd5520b819ab3 inherit pub_methods_classarmnn_1_1test_1_1_i_inference_test_case"><td class="memSeparator" colspan="2">&#160;</td></tr>
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Additional Inherited Members</h2></td></tr>
<tr class="inherit_header pub_types_classarmnn_1_1test_1_1_inference_model_test_case"><td colspan="2" onclick="javascript:toggleInherit('pub_types_classarmnn_1_1test_1_1_inference_model_test_case')"><img src="closed.png" alt="-"/>&#160;Public Types inherited from <a class="el" href="classarmnn_1_1test_1_1_inference_model_test_case.html">InferenceModelTestCase&lt; Model &gt;</a></td></tr>
<tr class="memitem:a9eb69ebdaf4ceb8014e7c8a540266100 inherit pub_types_classarmnn_1_1test_1_1_inference_model_test_case"><td class="memItemLeft" align="right" valign="top">using&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classarmnn_1_1test_1_1_inference_model_test_case.html#a9eb69ebdaf4ceb8014e7c8a540266100">TContainer</a> = boost::variant&lt; std::vector&lt; float &gt;, std::vector&lt; int &gt;, std::vector&lt; unsigned char &gt; &gt;</td></tr>
<tr class="separator:a9eb69ebdaf4ceb8014e7c8a540266100 inherit pub_types_classarmnn_1_1test_1_1_inference_model_test_case"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="inherit_header pro_methods_classarmnn_1_1test_1_1_inference_model_test_case"><td colspan="2" onclick="javascript:toggleInherit('pro_methods_classarmnn_1_1test_1_1_inference_model_test_case')"><img src="closed.png" alt="-"/>&#160;Protected Member Functions inherited from <a class="el" href="classarmnn_1_1test_1_1_inference_model_test_case.html">InferenceModelTestCase&lt; Model &gt;</a></td></tr>
<tr class="memitem:a4ab19ef735b92c4d4f688f0659e5565e inherit pro_methods_classarmnn_1_1test_1_1_inference_model_test_case"><td class="memItemLeft" align="right" valign="top">unsigned int&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classarmnn_1_1test_1_1_inference_model_test_case.html#a4ab19ef735b92c4d4f688f0659e5565e">GetTestCaseId</a> () const</td></tr>
<tr class="separator:a4ab19ef735b92c4d4f688f0659e5565e inherit pro_methods_classarmnn_1_1test_1_1_inference_model_test_case"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:ae7a175231eff460f6d32272930049ca2 inherit pro_methods_classarmnn_1_1test_1_1_inference_model_test_case"><td class="memItemLeft" align="right" valign="top">const std::vector&lt; <a class="el" href="classarmnn_1_1test_1_1_inference_model_test_case.html#a9eb69ebdaf4ceb8014e7c8a540266100">TContainer</a> &gt; &amp;&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classarmnn_1_1test_1_1_inference_model_test_case.html#ae7a175231eff460f6d32272930049ca2">GetOutputs</a> () const</td></tr>
<tr class="separator:ae7a175231eff460f6d32272930049ca2 inherit pro_methods_classarmnn_1_1test_1_1_inference_model_test_case"><td class="memSeparator" colspan="2">&#160;</td></tr>
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<a name="details" id="details"></a><h2 class="groupheader">Detailed Description</h2>
<div class="textblock"><h3>template&lt;typename Model&gt;<br />
class YoloTestCase&lt; Model &gt;</h3>
<p class="definition">Definition at line <a class="el" href="_yolo_inference_test_8hpp_source.html#l00021">21</a> of file <a class="el" href="_yolo_inference_test_8hpp_source.html">YoloInferenceTest.hpp</a>.</p>
</div><h2 class="groupheader">Constructor &amp; Destructor Documentation</h2>
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<h2 class="memtitle"><span class="permalink"><a href="#aa09e1baeedec8ca7cb0bc74a29b6c73e">&#9670;&nbsp;</a></span>YoloTestCase()</h2>
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<td class="memname"><a class="el" href="class_yolo_test_case.html">YoloTestCase</a> </td>
<td>(</td>
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<td class="paramname"><em>model</em>, </td>
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<td class="paramname"><em>testCaseId</em>, </td>
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<td class="paramtype"><a class="el" href="class_yolo_test_case_data.html">YoloTestCaseData</a> &amp;&#160;</td>
<td class="paramname"><em>testCaseData</em>&#160;</td>
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<p class="definition">Definition at line <a class="el" href="_yolo_inference_test_8hpp_source.html#l00024">24</a> of file <a class="el" href="_yolo_inference_test_8hpp_source.html">YoloInferenceTest.hpp</a>.</p>
<p class="reference">References <a class="el" href="_yolo_database_8hpp_source.html#l00046">YoloTestCaseData::m_InputImage</a>, and <a class="el" href="_yolo_inference_test_8hpp_source.html#l00018">YoloOutputSize</a>.</p>
<div class="fragment"><div class="line"><a name="l00027"></a><span class="lineno"> 27</span>&#160; : <a class="code" href="classarmnn_1_1test_1_1_inference_model_test_case.html">InferenceModelTestCase&lt;Model&gt;</a>(model, testCaseId, { std::move(testCaseData.<a class="code" href="class_yolo_test_case_data.html#a8a846d71b79227a5eb6baf5c9bc7d074">m_InputImage</a>) }, { <a class="code" href="_yolo_inference_test_8hpp.html#a754a9eb5465f7cb3e1de27b4ce10123d">YoloOutputSize</a> })</div><div class="line"><a name="l00028"></a><span class="lineno"> 28</span>&#160; , m_FloatComparer(boost::math::fpc::percent_tolerance(1.0f))</div><div class="line"><a name="l00029"></a><span class="lineno"> 29</span>&#160; , m_TopObjectDetections(std::move(testCaseData.<a class="code" href="class_yolo_test_case_data.html#aa212bca38289ebfb131f1af81b604b50">m_TopObjectDetections</a>))</div><div class="line"><a name="l00030"></a><span class="lineno"> 30</span>&#160; {</div><div class="line"><a name="l00031"></a><span class="lineno"> 31</span>&#160; }</div><div class="ttc" id="classarmnn_1_1test_1_1_inference_model_test_case_html"><div class="ttname"><a href="classarmnn_1_1test_1_1_inference_model_test_case.html">armnn::test::InferenceModelTestCase&lt; Model &gt;</a></div></div>
<div class="ttc" id="class_yolo_test_case_data_html_aa212bca38289ebfb131f1af81b604b50"><div class="ttname"><a href="class_yolo_test_case_data.html#aa212bca38289ebfb131f1af81b604b50">YoloTestCaseData::m_TopObjectDetections</a></div><div class="ttdeci">std::vector&lt; YoloDetectedObject &gt; m_TopObjectDetections</div><div class="ttdef"><b>Definition:</b> <a href="_yolo_database_8hpp_source.html#l00047">YoloDatabase.hpp:47</a></div></div>
<div class="ttc" id="_yolo_inference_test_8hpp_html_a754a9eb5465f7cb3e1de27b4ce10123d"><div class="ttname"><a href="_yolo_inference_test_8hpp.html#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.html#l00018">YoloInferenceTest.hpp:18</a></div></div>
<div class="ttc" id="class_yolo_test_case_data_html_a8a846d71b79227a5eb6baf5c9bc7d074"><div class="ttname"><a href="class_yolo_test_case_data.html#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.html#l00046">YoloDatabase.hpp:46</a></div></div>
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<h2 class="groupheader">Member Function Documentation</h2>
<a id="a5cbd09fbd9175f9101a7b43bb9c48e68"></a>
<h2 class="memtitle"><span class="permalink"><a href="#a5cbd09fbd9175f9101a7b43bb9c48e68">&#9670;&nbsp;</a></span>ProcessResult()</h2>
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<td class="memname">virtual <a class="el" href="namespacearmnn_1_1test.html#a05b3d6105613d2d14099667a6b8ca67b">TestCaseResult</a> ProcessResult </td>
<td>(</td>
<td class="paramtype">const <a class="el" href="structarmnn_1_1test_1_1_inference_test_options.html">InferenceTestOptions</a> &amp;&#160;</td>
<td class="paramname"><em>options</em></td><td>)</td>
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<p>Implements <a class="el" href="classarmnn_1_1test_1_1_i_inference_test_case.html#a1b6e7a22d06d146f1da514a186dcdc02">IInferenceTestCase</a>.</p>
<p class="definition">Definition at line <a class="el" href="_yolo_inference_test_8hpp_source.html#l00033">33</a> of file <a class="el" href="_yolo_inference_test_8hpp_source.html">YoloInferenceTest.hpp</a>.</p>
<p class="reference">References <a class="el" href="_logging_8hpp_source.html#l00163">ARMNN_LOG</a>, <a class="el" href="_inference_test_8hpp_source.html#l00138">InferenceModelTestCase&lt; Model &gt;::GetOutputs()</a>, <a class="el" href="_inference_test_8hpp_source.html#l00137">InferenceModelTestCase&lt; Model &gt;::GetTestCaseId()</a>, <a class="el" href="_yolo_database_8hpp_source.html#l00032">YoloDetectedObject::m_Box</a>, <a class="el" href="_yolo_database_8hpp_source.html#l00031">YoloDetectedObject::m_Class</a>, <a class="el" href="_yolo_database_8hpp_source.html#l00033">YoloDetectedObject::m_Confidence</a>, <a class="el" href="_yolo_database_8hpp_source.html#l00018">YoloBoundingBox::m_H</a>, <a class="el" href="_yolo_database_8hpp_source.html#l00017">YoloBoundingBox::m_W</a>, <a class="el" href="_yolo_database_8hpp_source.html#l00015">YoloBoundingBox::m_X</a>, <a class="el" href="_yolo_database_8hpp_source.html#l00016">YoloBoundingBox::m_Y</a>, <a class="el" href="_yolo_database_8hpp_source.html#l00051">YoloImageHeight</a>, <a class="el" href="_yolo_database_8hpp_source.html#l00050">YoloImageWidth</a>, and <a class="el" href="_yolo_inference_test_8hpp_source.html#l00018">YoloOutputSize</a>.</p>
<div class="fragment"><div class="line"><a name="l00034"></a><span class="lineno"> 34</span>&#160; {</div><div class="line"><a name="l00035"></a><span class="lineno"> 35</span>&#160; boost::ignore_unused(options);</div><div class="line"><a name="l00036"></a><span class="lineno"> 36</span>&#160;</div><div class="line"><a name="l00037"></a><span class="lineno"> 37</span>&#160; <span class="keyword">using</span> Boost3dArray = boost::multi_array&lt;float, 3&gt;;</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">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.html#ae7a175231eff460f6d32272930049ca2">GetOutputs</a>()[0]);</div><div class="line"><a name="l00040"></a><span class="lineno"> 40</span>&#160; BOOST_ASSERT(output.size() == <a class="code" href="_yolo_inference_test_8hpp.html#a754a9eb5465f7cb3e1de27b4ce10123d">YoloOutputSize</a>);</div><div class="line"><a name="l00041"></a><span class="lineno"> 41</span>&#160;</div><div class="line"><a name="l00042"></a><span class="lineno"> 42</span>&#160; constexpr Boost3dArray::index gridSize = 7;</div><div class="line"><a name="l00043"></a><span class="lineno"> 43</span>&#160; constexpr Boost3dArray::index numClasses = 20;</div><div class="line"><a name="l00044"></a><span class="lineno"> 44</span>&#160; constexpr Boost3dArray::index numScales = 2;</div><div class="line"><a name="l00045"></a><span class="lineno"> 45</span>&#160;</div><div class="line"><a name="l00046"></a><span class="lineno"> 46</span>&#160; <span class="keyword">const</span> <span class="keywordtype">float</span>* outputPtr = output.data();</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="comment">// Range 0-980. Class probabilities. 7x7x20</span></div><div class="line"><a name="l00049"></a><span class="lineno"> 49</span>&#160; Boost3dArray classProbabilities(boost::extents[gridSize][gridSize][numClasses]);</div><div class="line"><a name="l00050"></a><span class="lineno"> 50</span>&#160; <span class="keywordflow">for</span> (Boost3dArray::index y = 0; y &lt; gridSize; ++y)</div><div class="line"><a name="l00051"></a><span class="lineno"> 51</span>&#160; {</div><div class="line"><a name="l00052"></a><span class="lineno"> 52</span>&#160; <span class="keywordflow">for</span> (Boost3dArray::index x = 0; x &lt; gridSize; ++x)</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 c = 0; c &lt; numClasses; ++c)</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; classProbabilities[y][x][c] = *outputPtr++;</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; }</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; <span class="comment">// Range 980-1078. Scales. 7x7x2</span></div><div class="line"><a name="l00062"></a><span class="lineno"> 62</span>&#160; Boost3dArray scales(boost::extents[gridSize][gridSize][numScales]);</div><div class="line"><a name="l00063"></a><span class="lineno"> 63</span>&#160; <span class="keywordflow">for</span> (Boost3dArray::index y = 0; y &lt; gridSize; ++y)</div><div class="line"><a name="l00064"></a><span class="lineno"> 64</span>&#160; {</div><div class="line"><a name="l00065"></a><span class="lineno"> 65</span>&#160; <span class="keywordflow">for</span> (Boost3dArray::index x = 0; x &lt; gridSize; ++x)</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 s = 0; s &lt; numScales; ++s)</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; scales[y][x][s] = *outputPtr++;</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; }</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; <span class="comment">// Range 1078-1469. Bounding boxes. 7x7x2x4</span></div><div class="line"><a name="l00075"></a><span class="lineno"> 75</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.html#a88c3339d57718f167a374ab572610ba8">YoloImageWidth</a>);</div><div class="line"><a name="l00076"></a><span class="lineno"> 76</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.html#af74f4ad1b33fe68237cb97c9345e9e87">YoloImageHeight</a>);</div><div class="line"><a name="l00077"></a><span class="lineno"> 77</span>&#160;</div><div class="line"><a name="l00078"></a><span class="lineno"> 78</span>&#160; boost::multi_array&lt;float, 4&gt; boxes(boost::extents[gridSize][gridSize][numScales][4]);</div><div class="line"><a name="l00079"></a><span class="lineno"> 79</span>&#160; <span class="keywordflow">for</span> (Boost3dArray::index y = 0; y &lt; gridSize; ++y)</div><div class="line"><a name="l00080"></a><span class="lineno"> 80</span>&#160; {</div><div class="line"><a name="l00081"></a><span class="lineno"> 81</span>&#160; <span class="keywordflow">for</span> (Boost3dArray::index x = 0; x &lt; gridSize; ++x)</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 s = 0; s &lt; numScales; ++s)</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="keywordtype">float</span> bx = *outputPtr++;</div><div class="line"><a name="l00086"></a><span class="lineno"> 86</span>&#160; <span class="keywordtype">float</span> by = *outputPtr++;</div><div class="line"><a name="l00087"></a><span class="lineno"> 87</span>&#160; <span class="keywordtype">float</span> bw = *outputPtr++;</div><div class="line"><a name="l00088"></a><span class="lineno"> 88</span>&#160; <span class="keywordtype">float</span> bh = *outputPtr++;</div><div class="line"><a name="l00089"></a><span class="lineno"> 89</span>&#160;</div><div class="line"><a name="l00090"></a><span class="lineno"> 90</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="l00091"></a><span class="lineno"> 91</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="l00092"></a><span class="lineno"> 92</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="l00093"></a><span class="lineno"> 93</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="l00094"></a><span class="lineno"> 94</span>&#160; }</div><div class="line"><a name="l00095"></a><span class="lineno"> 95</span>&#160; }</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; BOOST_ASSERT(output.data() + <a class="code" href="_yolo_inference_test_8hpp.html#a754a9eb5465f7cb3e1de27b4ce10123d">YoloOutputSize</a> == outputPtr);</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; std::vector&lt;YoloDetectedObject&gt; detectedObjects;</div><div class="line"><a name="l00100"></a><span class="lineno"> 100</span>&#160; detectedObjects.reserve(gridSize * gridSize * numScales * numClasses);</div><div class="line"><a name="l00101"></a><span class="lineno"> 101</span>&#160;</div><div class="line"><a name="l00102"></a><span class="lineno"> 102</span>&#160; <span class="keywordflow">for</span> (Boost3dArray::index y = 0; y &lt; gridSize; ++y)</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 x = 0; x &lt; gridSize; ++x)</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 s = 0; s &lt; numScales; ++s)</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 c = 0; c &lt; numClasses; ++c)</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="comment">// Resolved confidence: class probabilities * scales.</span></div><div class="line"><a name="l00111"></a><span class="lineno"> 111</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="l00112"></a><span class="lineno"> 112</span>&#160;</div><div class="line"><a name="l00113"></a><span class="lineno"> 113</span>&#160; <span class="comment">// Resolves bounding box and stores.</span></div><div class="line"><a name="l00114"></a><span class="lineno"> 114</span>&#160; <a class="code" href="struct_yolo_bounding_box.html">YoloBoundingBox</a> box;</div><div class="line"><a name="l00115"></a><span class="lineno"> 115</span>&#160; box.<a class="code" href="struct_yolo_bounding_box.html#ad89841ac3480fc147a3b4c97343eadfc">m_X</a> = boxes[y][x][s][0];</div><div class="line"><a name="l00116"></a><span class="lineno"> 116</span>&#160; box.<a class="code" href="struct_yolo_bounding_box.html#a6360e12f495c81e6390fca7c39983676">m_Y</a> = boxes[y][x][s][1];</div><div class="line"><a name="l00117"></a><span class="lineno"> 117</span>&#160; box.<a class="code" href="struct_yolo_bounding_box.html#ac669fea3ed7b049e3e696f509d71c910">m_W</a> = boxes[y][x][s][2];</div><div class="line"><a name="l00118"></a><span class="lineno"> 118</span>&#160; box.<a class="code" href="struct_yolo_bounding_box.html#a314839b30ea12b6fa351ebf4be5d8221">m_H</a> = boxes[y][x][s][3];</div><div class="line"><a name="l00119"></a><span class="lineno"> 119</span>&#160;</div><div class="line"><a name="l00120"></a><span class="lineno"> 120</span>&#160; detectedObjects.emplace_back(c, box, confidence);</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; }</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; <span class="comment">// Sorts detected objects by confidence.</span></div><div class="line"><a name="l00127"></a><span class="lineno"> 127</span>&#160; std::sort(detectedObjects.begin(), detectedObjects.end(),</div><div class="line"><a name="l00128"></a><span class="lineno"> 128</span>&#160; [](<span class="keyword">const</span> <a class="code" href="struct_yolo_detected_object.html">YoloDetectedObject</a>&amp; a, <span class="keyword">const</span> <a class="code" href="struct_yolo_detected_object.html">YoloDetectedObject</a>&amp; b)</div><div class="line"><a name="l00129"></a><span class="lineno"> 129</span>&#160; {</div><div class="line"><a name="l00130"></a><span class="lineno"> 130</span>&#160; <span class="comment">// Sorts by largest confidence first, then by class.</span></div><div class="line"><a name="l00131"></a><span class="lineno"> 131</span>&#160; <span class="keywordflow">return</span> a.<a class="code" href="struct_yolo_detected_object.html#a2eb9b5a8cccfba5e0db706d9d9631375">m_Confidence</a> &gt; b.m_Confidence</div><div class="line"><a name="l00132"></a><span class="lineno"> 132</span>&#160; || (a.<a class="code" href="struct_yolo_detected_object.html#a2eb9b5a8cccfba5e0db706d9d9631375">m_Confidence</a> == b.m_Confidence &amp;&amp; a.<a class="code" href="struct_yolo_detected_object.html#a80722ddbfd9312e7abb6a707df0798f2">m_Class</a> &gt; b.m_Class);</div><div class="line"><a name="l00133"></a><span class="lineno"> 133</span>&#160; });</div><div class="line"><a name="l00134"></a><span class="lineno"> 134</span>&#160;</div><div class="line"><a name="l00135"></a><span class="lineno"> 135</span>&#160; <span class="comment">// Checks the top N detections.</span></div><div class="line"><a name="l00136"></a><span class="lineno"> 136</span>&#160; <span class="keyword">auto</span> outputIt = detectedObjects.begin();</div><div class="line"><a name="l00137"></a><span class="lineno"> 137</span>&#160; <span class="keyword">auto</span> outputEnd = detectedObjects.end();</div><div class="line"><a name="l00138"></a><span class="lineno"> 138</span>&#160;</div><div class="line"><a name="l00139"></a><span class="lineno"> 139</span>&#160; <span class="keywordflow">for</span> (<span class="keyword">const</span> <a class="code" href="struct_yolo_detected_object.html">YoloDetectedObject</a>&amp; expectedDetection : m_TopObjectDetections)</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">if</span> (outputIt == outputEnd)</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="comment">// Somehow expected more things to check than detections found by the model.</span></div><div class="line"><a name="l00144"></a><span class="lineno"> 144</span>&#160; <span class="keywordflow">return</span> TestCaseResult::Abort;</div><div class="line"><a name="l00145"></a><span class="lineno"> 145</span>&#160; }</div><div class="line"><a name="l00146"></a><span class="lineno"> 146</span>&#160;</div><div class="line"><a name="l00147"></a><span class="lineno"> 147</span>&#160; <span class="keyword">const</span> <a class="code" href="struct_yolo_detected_object.html">YoloDetectedObject</a>&amp; detectedObject = *outputIt;</div><div class="line"><a name="l00148"></a><span class="lineno"> 148</span>&#160; <span class="keywordflow">if</span> (detectedObject.<a class="code" href="struct_yolo_detected_object.html#a80722ddbfd9312e7abb6a707df0798f2">m_Class</a> != expectedDetection.m_Class)</div><div class="line"><a name="l00149"></a><span class="lineno"> 149</span>&#160; {</div><div class="line"><a name="l00150"></a><span class="lineno"> 150</span>&#160; <a class="code" href="_logging_8hpp.html#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.html#a4ab19ef735b92c4d4f688f0659e5565e">GetTestCaseId</a>() &lt;&lt;</div><div class="line"><a name="l00151"></a><span class="lineno"> 151</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="l00152"></a><span class="lineno"> 152</span>&#160; <span class="stringliteral">&quot; but predicted (&quot;</span> &lt;&lt; detectedObject.<a class="code" href="struct_yolo_detected_object.html#a80722ddbfd9312e7abb6a707df0798f2">m_Class</a> &lt;&lt; <span class="stringliteral">&quot;)&quot;</span>;</div><div class="line"><a name="l00153"></a><span class="lineno"> 153</span>&#160; <span class="keywordflow">return</span> TestCaseResult::Failed;</div><div class="line"><a name="l00154"></a><span class="lineno"> 154</span>&#160; }</div><div class="line"><a name="l00155"></a><span class="lineno"> 155</span>&#160;</div><div class="line"><a name="l00156"></a><span class="lineno"> 156</span>&#160; <span class="keywordflow">if</span> (!m_FloatComparer(detectedObject.<a class="code" href="struct_yolo_detected_object.html#a16c213c3cb6176f80486425a4b2ab758">m_Box</a>.<a class="code" href="struct_yolo_bounding_box.html#ad89841ac3480fc147a3b4c97343eadfc">m_X</a>, expectedDetection.m_Box.m_X) ||</div><div class="line"><a name="l00157"></a><span class="lineno"> 157</span>&#160; !m_FloatComparer(detectedObject.<a class="code" href="struct_yolo_detected_object.html#a16c213c3cb6176f80486425a4b2ab758">m_Box</a>.<a class="code" href="struct_yolo_bounding_box.html#a6360e12f495c81e6390fca7c39983676">m_Y</a>, expectedDetection.m_Box.m_Y) ||</div><div class="line"><a name="l00158"></a><span class="lineno"> 158</span>&#160; !m_FloatComparer(detectedObject.<a class="code" href="struct_yolo_detected_object.html#a16c213c3cb6176f80486425a4b2ab758">m_Box</a>.<a class="code" href="struct_yolo_bounding_box.html#ac669fea3ed7b049e3e696f509d71c910">m_W</a>, expectedDetection.m_Box.m_W) ||</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.html#a16c213c3cb6176f80486425a4b2ab758">m_Box</a>.<a class="code" href="struct_yolo_bounding_box.html#a314839b30ea12b6fa351ebf4be5d8221">m_H</a>, expectedDetection.m_Box.m_H) ||</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.html#a2eb9b5a8cccfba5e0db706d9d9631375">m_Confidence</a>, expectedDetection.m_Confidence))</div><div class="line"><a name="l00161"></a><span class="lineno"> 161</span>&#160; {</div><div class="line"><a name="l00162"></a><span class="lineno"> 162</span>&#160; <a class="code" href="_logging_8hpp.html#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.html#a4ab19ef735b92c4d4f688f0659e5565e">GetTestCaseId</a>() &lt;&lt;</div><div class="line"><a name="l00163"></a><span class="lineno"> 163</span>&#160; <span class="stringliteral">&quot; is incorrect&quot;</span>;</div><div class="line"><a name="l00164"></a><span class="lineno"> 164</span>&#160; <span class="keywordflow">return</span> TestCaseResult::Failed;</div><div class="line"><a name="l00165"></a><span class="lineno"> 165</span>&#160; }</div><div class="line"><a name="l00166"></a><span class="lineno"> 166</span>&#160;</div><div class="line"><a name="l00167"></a><span class="lineno"> 167</span>&#160; ++outputIt;</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;</div><div class="line"><a name="l00170"></a><span class="lineno"> 170</span>&#160; <span class="keywordflow">return</span> TestCaseResult::Ok;</div><div class="line"><a name="l00171"></a><span class="lineno"> 171</span>&#160; }</div><div class="ttc" id="struct_yolo_bounding_box_html_a314839b30ea12b6fa351ebf4be5d8221"><div class="ttname"><a href="struct_yolo_bounding_box.html#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.html#l00018">YoloDatabase.hpp:18</a></div></div>
<div class="ttc" id="struct_yolo_bounding_box_html_ac669fea3ed7b049e3e696f509d71c910"><div class="ttname"><a href="struct_yolo_bounding_box.html#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.html#l00017">YoloDatabase.hpp:17</a></div></div>
<div class="ttc" id="struct_yolo_bounding_box_html"><div class="ttname"><a href="struct_yolo_bounding_box.html">YoloBoundingBox</a></div><div class="ttdef"><b>Definition:</b> <a href="_yolo_database_8hpp_source.html#l00013">YoloDatabase.hpp:13</a></div></div>
<div class="ttc" id="struct_yolo_detected_object_html_a16c213c3cb6176f80486425a4b2ab758"><div class="ttname"><a href="struct_yolo_detected_object.html#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.html#l00032">YoloDatabase.hpp:32</a></div></div>
<div class="ttc" id="_yolo_inference_test_8hpp_html_a754a9eb5465f7cb3e1de27b4ce10123d"><div class="ttname"><a href="_yolo_inference_test_8hpp.html#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.html#l00018">YoloInferenceTest.hpp:18</a></div></div>
<div class="ttc" id="struct_yolo_detected_object_html_a2eb9b5a8cccfba5e0db706d9d9631375"><div class="ttname"><a href="struct_yolo_detected_object.html#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.html#l00033">YoloDatabase.hpp:33</a></div></div>
<div class="ttc" id="struct_yolo_bounding_box_html_ad89841ac3480fc147a3b4c97343eadfc"><div class="ttname"><a href="struct_yolo_bounding_box.html#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.html#l00015">YoloDatabase.hpp:15</a></div></div>
<div class="ttc" id="_logging_8hpp_html_a7b6ad073975f437ec38ca7d20154727f"><div class="ttname"><a href="_logging_8hpp.html#a7b6ad073975f437ec38ca7d20154727f">ARMNN_LOG</a></div><div class="ttdeci">#define ARMNN_LOG(severity)</div><div class="ttdef"><b>Definition:</b> <a href="_logging_8hpp_source.html#l00163">Logging.hpp:163</a></div></div>
<div class="ttc" id="struct_yolo_bounding_box_html_a6360e12f495c81e6390fca7c39983676"><div class="ttname"><a href="struct_yolo_bounding_box.html#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.html#l00016">YoloDatabase.hpp:16</a></div></div>
<div class="ttc" id="classarmnn_1_1test_1_1_inference_model_test_case_html_ae7a175231eff460f6d32272930049ca2"><div class="ttname"><a href="classarmnn_1_1test_1_1_inference_model_test_case.html#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.html#l00138">InferenceTest.hpp:138</a></div></div>
<div class="ttc" id="_yolo_database_8hpp_html_af74f4ad1b33fe68237cb97c9345e9e87"><div class="ttname"><a href="_yolo_database_8hpp.html#af74f4ad1b33fe68237cb97c9345e9e87">YoloImageHeight</a></div><div class="ttdeci">constexpr unsigned int YoloImageHeight</div><div class="ttdef"><b>Definition:</b> <a href="_yolo_database_8hpp_source.html#l00051">YoloDatabase.hpp:51</a></div></div>
<div class="ttc" id="classarmnn_1_1test_1_1_inference_model_test_case_html_a4ab19ef735b92c4d4f688f0659e5565e"><div class="ttname"><a href="classarmnn_1_1test_1_1_inference_model_test_case.html#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.html#l00137">InferenceTest.hpp:137</a></div></div>
<div class="ttc" id="_yolo_database_8hpp_html_a88c3339d57718f167a374ab572610ba8"><div class="ttname"><a href="_yolo_database_8hpp.html#a88c3339d57718f167a374ab572610ba8">YoloImageWidth</a></div><div class="ttdeci">constexpr unsigned int YoloImageWidth</div><div class="ttdef"><b>Definition:</b> <a href="_yolo_database_8hpp_source.html#l00050">YoloDatabase.hpp:50</a></div></div>
<div class="ttc" id="struct_yolo_detected_object_html"><div class="ttname"><a href="struct_yolo_detected_object.html">YoloDetectedObject</a></div><div class="ttdef"><b>Definition:</b> <a href="_yolo_database_8hpp_source.html#l00021">YoloDatabase.hpp:21</a></div></div>
<div class="ttc" id="struct_yolo_detected_object_html_a80722ddbfd9312e7abb6a707df0798f2"><div class="ttname"><a href="struct_yolo_detected_object.html#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.html#l00031">YoloDatabase.hpp:31</a></div></div>
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