Ryan OShea | de36e4a | 2020-03-13 16:26:19 +0000 | [diff] [blame^] | 1 | <!-- Copyright (c) 2020 ARM Limited. --> |
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| 95 | |
| 96 | <div class="header"> |
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| 98 | <a href="#pub-methods">Public Member Functions</a> | |
| 99 | <a href="classarmnn_1_1test_1_1_classifier_test_case-members.xhtml">List of all members</a> </div> |
| 100 | <div class="headertitle"> |
| 101 | <div class="title">ClassifierTestCase< TTestCaseDatabase, TModel > Class Template Reference</div> </div> |
| 102 | </div><!--header--> |
| 103 | <div class="contents"> |
| 104 | |
| 105 | <p><code>#include <<a class="el" href="_inference_test_8hpp_source.xhtml">InferenceTest.hpp</a>></code></p> |
| 106 | <div class="dynheader"> |
| 107 | Inheritance diagram for ClassifierTestCase< TTestCaseDatabase, TModel >:</div> |
| 108 | <div class="dyncontent"> |
| 109 | <div class="center"> |
| 110 | <img src="classarmnn_1_1test_1_1_classifier_test_case.png" usemap="#ClassifierTestCase_3C_20TTestCaseDatabase_2C_20TModel_20_3E_map" alt=""/> |
| 111 | <map id="ClassifierTestCase_3C_20TTestCaseDatabase_2C_20TModel_20_3E_map" name="ClassifierTestCase_3C_20TTestCaseDatabase_2C_20TModel_20_3E_map"> |
| 112 | <area href="classarmnn_1_1test_1_1_inference_model_test_case.xhtml" alt="InferenceModelTestCase< TModel >" shape="rect" coords="0,56,304,80"/> |
| 113 | <area href="classarmnn_1_1test_1_1_i_inference_test_case.xhtml" alt="IInferenceTestCase" shape="rect" coords="0,0,304,24"/> |
| 114 | </map> |
| 115 | </div></div> |
| 116 | <table class="memberdecls"> |
| 117 | <tr class="heading"><td colspan="2"><h2 class="groupheader"><a name="pub-methods"></a> |
| 118 | Public Member Functions</h2></td></tr> |
| 119 | <tr class="memitem:af79ae2b63d751cf7eb937ba7cd190217"><td class="memItemLeft" align="right" valign="top"> </td><td class="memItemRight" valign="bottom"><a class="el" href="classarmnn_1_1test_1_1_classifier_test_case.xhtml#af79ae2b63d751cf7eb937ba7cd190217">ClassifierTestCase</a> (int &numInferencesRef, int &numCorrectInferencesRef, const std::vector< unsigned int > &validationPredictions, std::vector< unsigned int > *validationPredictionsOut, TModel &model, unsigned int testCaseId, unsigned int label, std::vector< typename TModel::DataType > modelInput)</td></tr> |
| 120 | <tr class="separator:af79ae2b63d751cf7eb937ba7cd190217"><td class="memSeparator" colspan="2"> </td></tr> |
| 121 | <tr class="memitem:a27343faac4033409ef6f5a60e025bf65"><td class="memItemLeft" align="right" valign="top">virtual <a class="el" href="namespacearmnn_1_1test.xhtml#a05b3d6105613d2d14099667a6b8ca67b">TestCaseResult</a> </td><td class="memItemRight" valign="bottom"><a class="el" href="classarmnn_1_1test_1_1_classifier_test_case.xhtml#a27343faac4033409ef6f5a60e025bf65">ProcessResult</a> (const <a class="el" href="structarmnn_1_1test_1_1_inference_test_options.xhtml">InferenceTestOptions</a> &params) override</td></tr> |
| 122 | <tr class="separator:a27343faac4033409ef6f5a60e025bf65"><td class="memSeparator" colspan="2"> </td></tr> |
| 123 | <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="-"/> Public Member Functions inherited from <a class="el" href="classarmnn_1_1test_1_1_inference_model_test_case.xhtml">InferenceModelTestCase< TModel ></a></td></tr> |
| 124 | <tr class="memitem:a88053b26f583deec802e194f2547378d inherit pub_methods_classarmnn_1_1test_1_1_inference_model_test_case"><td class="memItemLeft" align="right" valign="top"> </td><td class="memItemRight" valign="bottom"><a class="el" href="classarmnn_1_1test_1_1_inference_model_test_case.xhtml#a88053b26f583deec802e194f2547378d">InferenceModelTestCase</a> (TModel &model, unsigned int testCaseId, const std::vector< <a class="el" href="classarmnn_1_1test_1_1_inference_model_test_case.xhtml#a9eb69ebdaf4ceb8014e7c8a540266100">TContainer</a> > &inputs, const std::vector< unsigned int > &outputSizes)</td></tr> |
| 125 | <tr class="separator:a88053b26f583deec802e194f2547378d inherit pub_methods_classarmnn_1_1test_1_1_inference_model_test_case"><td class="memSeparator" colspan="2"> </td></tr> |
| 126 | <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 </td><td class="memItemRight" valign="bottom"><a class="el" href="classarmnn_1_1test_1_1_inference_model_test_case.xhtml#aa257380f53ef27922dda47c7e41bba88">Run</a> () override</td></tr> |
| 127 | <tr class="separator:aa257380f53ef27922dda47c7e41bba88 inherit pub_methods_classarmnn_1_1test_1_1_inference_model_test_case"><td class="memSeparator" colspan="2"> </td></tr> |
| 128 | <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="-"/> Public Member Functions inherited from <a class="el" href="classarmnn_1_1test_1_1_i_inference_test_case.xhtml">IInferenceTestCase</a></td></tr> |
| 129 | <tr class="memitem:a99e369e14a0ce3322d3fd5520b819ab3 inherit pub_methods_classarmnn_1_1test_1_1_i_inference_test_case"><td class="memItemLeft" align="right" valign="top">virtual </td><td class="memItemRight" valign="bottom"><a class="el" href="classarmnn_1_1test_1_1_i_inference_test_case.xhtml#a99e369e14a0ce3322d3fd5520b819ab3">~IInferenceTestCase</a> ()</td></tr> |
| 130 | <tr class="separator:a99e369e14a0ce3322d3fd5520b819ab3 inherit pub_methods_classarmnn_1_1test_1_1_i_inference_test_case"><td class="memSeparator" colspan="2"> </td></tr> |
| 131 | </table><table class="memberdecls"> |
| 132 | <tr class="heading"><td colspan="2"><h2 class="groupheader"><a name="inherited"></a> |
| 133 | Additional Inherited Members</h2></td></tr> |
| 134 | <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="-"/> Public Types inherited from <a class="el" href="classarmnn_1_1test_1_1_inference_model_test_case.xhtml">InferenceModelTestCase< TModel ></a></td></tr> |
| 135 | <tr class="memitem:a9eb69ebdaf4ceb8014e7c8a540266100 inherit pub_types_classarmnn_1_1test_1_1_inference_model_test_case"><td class="memItemLeft" align="right" valign="top">using </td><td class="memItemRight" valign="bottom"><a class="el" href="classarmnn_1_1test_1_1_inference_model_test_case.xhtml#a9eb69ebdaf4ceb8014e7c8a540266100">TContainer</a> = boost::variant< std::vector< float >, std::vector< int >, std::vector< unsigned char > ></td></tr> |
| 136 | <tr class="separator:a9eb69ebdaf4ceb8014e7c8a540266100 inherit pub_types_classarmnn_1_1test_1_1_inference_model_test_case"><td class="memSeparator" colspan="2"> </td></tr> |
| 137 | <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="-"/> Protected Member Functions inherited from <a class="el" href="classarmnn_1_1test_1_1_inference_model_test_case.xhtml">InferenceModelTestCase< TModel ></a></td></tr> |
| 138 | <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 </td><td class="memItemRight" valign="bottom"><a class="el" href="classarmnn_1_1test_1_1_inference_model_test_case.xhtml#a4ab19ef735b92c4d4f688f0659e5565e">GetTestCaseId</a> () const</td></tr> |
| 139 | <tr class="separator:a4ab19ef735b92c4d4f688f0659e5565e inherit pro_methods_classarmnn_1_1test_1_1_inference_model_test_case"><td class="memSeparator" colspan="2"> </td></tr> |
| 140 | <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< <a class="el" href="classarmnn_1_1test_1_1_inference_model_test_case.xhtml#a9eb69ebdaf4ceb8014e7c8a540266100">TContainer</a> > & </td><td class="memItemRight" valign="bottom"><a class="el" href="classarmnn_1_1test_1_1_inference_model_test_case.xhtml#ae7a175231eff460f6d32272930049ca2">GetOutputs</a> () const</td></tr> |
| 141 | <tr class="separator:ae7a175231eff460f6d32272930049ca2 inherit pro_methods_classarmnn_1_1test_1_1_inference_model_test_case"><td class="memSeparator" colspan="2"> </td></tr> |
| 142 | </table> |
| 143 | <a name="details" id="details"></a><h2 class="groupheader">Detailed Description</h2> |
| 144 | <div class="textblock"><h3>template<typename TTestCaseDatabase, typename TModel><br /> |
| 145 | class armnn::test::ClassifierTestCase< TTestCaseDatabase, TModel ></h3> |
| 146 | |
| 147 | |
| 148 | <p class="definition">Definition at line <a class="el" href="_inference_test_8hpp_source.xhtml#l00149">149</a> of file <a class="el" href="_inference_test_8hpp_source.xhtml">InferenceTest.hpp</a>.</p> |
| 149 | </div><h2 class="groupheader">Constructor & Destructor Documentation</h2> |
| 150 | <a id="af79ae2b63d751cf7eb937ba7cd190217"></a> |
| 151 | <h2 class="memtitle"><span class="permalink"><a href="#af79ae2b63d751cf7eb937ba7cd190217">◆ </a></span>ClassifierTestCase()</h2> |
| 152 | |
| 153 | <div class="memitem"> |
| 154 | <div class="memproto"> |
| 155 | <table class="memname"> |
| 156 | <tr> |
| 157 | <td class="memname"><a class="el" href="classarmnn_1_1test_1_1_classifier_test_case.xhtml">ClassifierTestCase</a> </td> |
| 158 | <td>(</td> |
| 159 | <td class="paramtype">int & </td> |
| 160 | <td class="paramname"><em>numInferencesRef</em>, </td> |
| 161 | </tr> |
| 162 | <tr> |
| 163 | <td class="paramkey"></td> |
| 164 | <td></td> |
| 165 | <td class="paramtype">int & </td> |
| 166 | <td class="paramname"><em>numCorrectInferencesRef</em>, </td> |
| 167 | </tr> |
| 168 | <tr> |
| 169 | <td class="paramkey"></td> |
| 170 | <td></td> |
| 171 | <td class="paramtype">const std::vector< unsigned int > & </td> |
| 172 | <td class="paramname"><em>validationPredictions</em>, </td> |
| 173 | </tr> |
| 174 | <tr> |
| 175 | <td class="paramkey"></td> |
| 176 | <td></td> |
| 177 | <td class="paramtype">std::vector< unsigned int > * </td> |
| 178 | <td class="paramname"><em>validationPredictionsOut</em>, </td> |
| 179 | </tr> |
| 180 | <tr> |
| 181 | <td class="paramkey"></td> |
| 182 | <td></td> |
| 183 | <td class="paramtype">TModel & </td> |
| 184 | <td class="paramname"><em>model</em>, </td> |
| 185 | </tr> |
| 186 | <tr> |
| 187 | <td class="paramkey"></td> |
| 188 | <td></td> |
| 189 | <td class="paramtype">unsigned int </td> |
| 190 | <td class="paramname"><em>testCaseId</em>, </td> |
| 191 | </tr> |
| 192 | <tr> |
| 193 | <td class="paramkey"></td> |
| 194 | <td></td> |
| 195 | <td class="paramtype">unsigned int </td> |
| 196 | <td class="paramname"><em>label</em>, </td> |
| 197 | </tr> |
| 198 | <tr> |
| 199 | <td class="paramkey"></td> |
| 200 | <td></td> |
| 201 | <td class="paramtype">std::vector< typename TModel::DataType > </td> |
| 202 | <td class="paramname"><em>modelInput</em> </td> |
| 203 | </tr> |
| 204 | <tr> |
| 205 | <td></td> |
| 206 | <td>)</td> |
| 207 | <td></td><td></td> |
| 208 | </tr> |
| 209 | </table> |
| 210 | </div><div class="memdoc"> |
| 211 | |
| 212 | <p class="definition">Definition at line <a class="el" href="_inference_test_8inl_source.xhtml#l00033">33</a> of file <a class="el" href="_inference_test_8inl_source.xhtml">InferenceTest.inl</a>.</p> |
| 213 | |
| 214 | <p class="reference">References <a class="el" href="namespacearmnn.xhtml#a56943a0946e5f15e5e58054b8e7a04a4a9bc35e069257a508e14ed82965a8661d">armnn::Dequantize</a>, and <a class="el" href="_ignore_unused_8hpp_source.xhtml#l00014">armnn::IgnoreUnused()</a>.</p> |
| 215 | <div class="fragment"><div class="line"><a name="l00042"></a><span class="lineno"> 42</span>  : <a class="code" href="classarmnn_1_1test_1_1_inference_model_test_case.xhtml">InferenceModelTestCase<TModel></a>(</div><div class="line"><a name="l00043"></a><span class="lineno"> 43</span>  model, testCaseId, std::vector<TContainer>{ modelInput }, { model.GetOutputSize() })</div><div class="line"><a name="l00044"></a><span class="lineno"> 44</span>  , m_Label(label)</div><div class="line"><a name="l00045"></a><span class="lineno"> 45</span>  , m_QuantizationParams(model.GetQuantizationParams())</div><div class="line"><a name="l00046"></a><span class="lineno"> 46</span>  , m_NumInferencesRef(numInferencesRef)</div><div class="line"><a name="l00047"></a><span class="lineno"> 47</span>  , m_NumCorrectInferencesRef(numCorrectInferencesRef)</div><div class="line"><a name="l00048"></a><span class="lineno"> 48</span>  , m_ValidationPredictions(validationPredictions)</div><div class="line"><a name="l00049"></a><span class="lineno"> 49</span>  , m_ValidationPredictionsOut(validationPredictionsOut)</div><div class="line"><a name="l00050"></a><span class="lineno"> 50</span> {</div><div class="line"><a name="l00051"></a><span class="lineno"> 51</span> }</div><div class="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> |
| 216 | </div><!-- fragment --> |
| 217 | </div> |
| 218 | </div> |
| 219 | <h2 class="groupheader">Member Function Documentation</h2> |
| 220 | <a id="a27343faac4033409ef6f5a60e025bf65"></a> |
| 221 | <h2 class="memtitle"><span class="permalink"><a href="#a27343faac4033409ef6f5a60e025bf65">◆ </a></span>ProcessResult()</h2> |
| 222 | |
| 223 | <div class="memitem"> |
| 224 | <div class="memproto"> |
| 225 | <table class="mlabels"> |
| 226 | <tr> |
| 227 | <td class="mlabels-left"> |
| 228 | <table class="memname"> |
| 229 | <tr> |
| 230 | <td class="memname"><a class="el" href="namespacearmnn_1_1test.xhtml#a05b3d6105613d2d14099667a6b8ca67b">TestCaseResult</a> ProcessResult </td> |
| 231 | <td>(</td> |
| 232 | <td class="paramtype">const <a class="el" href="structarmnn_1_1test_1_1_inference_test_options.xhtml">InferenceTestOptions</a> & </td> |
| 233 | <td class="paramname"><em>params</em></td><td>)</td> |
| 234 | <td></td> |
| 235 | </tr> |
| 236 | </table> |
| 237 | </td> |
| 238 | <td class="mlabels-right"> |
| 239 | <span class="mlabels"><span class="mlabel">override</span><span class="mlabel">virtual</span></span> </td> |
| 240 | </tr> |
| 241 | </table> |
| 242 | </div><div class="memdoc"> |
| 243 | |
| 244 | <p>Implements <a class="el" href="classarmnn_1_1test_1_1_i_inference_test_case.xhtml#a1b6e7a22d06d146f1da514a186dcdc02">IInferenceTestCase</a>.</p> |
| 245 | |
| 246 | <p class="definition">Definition at line <a class="el" href="_inference_test_8inl_source.xhtml#l00116">116</a> of file <a class="el" href="_inference_test_8inl_source.xhtml">InferenceTest.inl</a>.</p> |
| 247 | |
| 248 | <p class="reference">References <a class="el" href="_logging_8hpp_source.xhtml#l00163">ARMNN_LOG</a>, <a class="el" href="namespacearmnn.xhtml#a4dc0adc6737b5944e7671bee71788407acb5e100e5a9a3e7f6d1fd97512215282">armnn::error</a>, <a class="el" href="namespacearmnn_1_1test.xhtml#a05b3d6105613d2d14099667a6b8ca67bad7c8c85bf79bbe1b7188497c32c3b0ca">armnn::test::Failed</a>, <a class="el" href="_inference_test_8hpp_source.xhtml#l00139">InferenceModelTestCase< TModel >::GetOutputs()</a>, <a class="el" href="_inference_test_8hpp_source.xhtml#l00138">InferenceModelTestCase< TModel >::GetTestCaseId()</a>, <a class="el" href="namespacearmnn.xhtml#a4dc0adc6737b5944e7671bee71788407acaf9b6b99962bf5c2264824231d7a40c">armnn::info</a>, <a class="el" href="_inference_test_8hpp_source.xhtml#l00058">InferenceTestOptions::m_IterationCount</a>, <a class="el" href="_numeric_cast_8hpp_source.xhtml#l00033">armnn::numeric_cast()</a>, and <a class="el" href="namespacearmnn_1_1test.xhtml#a05b3d6105613d2d14099667a6b8ca67baa60852f204ed8028c1c58808b746d115">armnn::test::Ok</a>.</p> |
| 249 | <div class="fragment"><div class="line"><a name="l00117"></a><span class="lineno"> 117</span> {</div><div class="line"><a name="l00118"></a><span class="lineno"> 118</span>  <span class="keyword">auto</span>& output = 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="l00119"></a><span class="lineno"> 119</span>  <span class="keyword">const</span> <span class="keyword">auto</span> testCaseId = this-><a class="code" href="classarmnn_1_1test_1_1_inference_model_test_case.xhtml#a4ab19ef735b92c4d4f688f0659e5565e">GetTestCaseId</a>();</div><div class="line"><a name="l00120"></a><span class="lineno"> 120</span> </div><div class="line"><a name="l00121"></a><span class="lineno"> 121</span>  ClassifierResultProcessor resultProcessor(m_QuantizationParams.first, m_QuantizationParams.second);</div><div class="line"><a name="l00122"></a><span class="lineno"> 122</span>  boost::apply_visitor(resultProcessor, output);</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>  <a class="code" href="_logging_8hpp.xhtml#a7b6ad073975f437ec38ca7d20154727f">ARMNN_LOG</a>(info) << <span class="stringliteral">"= Prediction values for test #"</span> << testCaseId;</div><div class="line"><a name="l00125"></a><span class="lineno"> 125</span>  <span class="keyword">auto</span> it = resultProcessor.GetResultMap().rbegin();</div><div class="line"><a name="l00126"></a><span class="lineno"> 126</span>  <span class="keywordflow">for</span> (<span class="keywordtype">int</span> i=0; i<5 && it != resultProcessor.GetResultMap().rend(); ++i)</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>  <a class="code" href="_logging_8hpp.xhtml#a7b6ad073975f437ec38ca7d20154727f">ARMNN_LOG</a>(info) << <span class="stringliteral">"Top("</span> << (i+1) << <span class="stringliteral">") prediction is "</span> << it->second <<</div><div class="line"><a name="l00129"></a><span class="lineno"> 129</span>  <span class="stringliteral">" with value: "</span> << (it->first);</div><div class="line"><a name="l00130"></a><span class="lineno"> 130</span>  ++it;</div><div class="line"><a name="l00131"></a><span class="lineno"> 131</span>  }</div><div class="line"><a name="l00132"></a><span class="lineno"> 132</span> </div><div class="line"><a name="l00133"></a><span class="lineno"> 133</span>  <span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> prediction = 0;</div><div class="line"><a name="l00134"></a><span class="lineno"> 134</span>  boost::apply_visitor([&](<span class="keyword">auto</span>&& value)</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>  prediction = <a class="code" href="namespacearmnn.xhtml#a37fa39012e90d568df7f774cd6d1e956">boost::numeric_cast</a><<span class="keywordtype">unsigned</span> <span class="keywordtype">int</span>>(</div><div class="line"><a name="l00137"></a><span class="lineno"> 137</span>  std::distance(value.begin(), std::max_element(value.begin(), value.end())));</div><div class="line"><a name="l00138"></a><span class="lineno"> 138</span>  },</div><div class="line"><a name="l00139"></a><span class="lineno"> 139</span>  output);</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="comment">// If we're just running the defaultTestCaseIds, each one must be classified correctly.</span></div><div class="line"><a name="l00142"></a><span class="lineno"> 142</span>  <span class="keywordflow">if</span> (params.<a class="code" href="structarmnn_1_1test_1_1_inference_test_options.xhtml#ac9c49972e7f8db643b3c72aa782278df">m_IterationCount</a> == 0 && prediction != m_Label)</div><div class="line"><a name="l00143"></a><span class="lineno"> 143</span>  {</div><div class="line"><a name="l00144"></a><span class="lineno"> 144</span>  <a class="code" href="_logging_8hpp.xhtml#a7b6ad073975f437ec38ca7d20154727f">ARMNN_LOG</a>(error) << <span class="stringliteral">"Prediction for test case "</span> << testCaseId << <span class="stringliteral">" ("</span> << prediction << <span class="stringliteral">")"</span> <<</div><div class="line"><a name="l00145"></a><span class="lineno"> 145</span>  <span class="stringliteral">" is incorrect (should be "</span> << m_Label << <span class="stringliteral">")"</span>;</div><div class="line"><a name="l00146"></a><span class="lineno"> 146</span>  <span class="keywordflow">return</span> <a class="code" href="namespacearmnn_1_1test.xhtml#a05b3d6105613d2d14099667a6b8ca67bad7c8c85bf79bbe1b7188497c32c3b0ca">TestCaseResult::Failed</a>;</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="comment">// If a validation file was provided as input, it checks that the prediction matches.</span></div><div class="line"><a name="l00150"></a><span class="lineno"> 150</span>  <span class="keywordflow">if</span> (!m_ValidationPredictions.empty() && prediction != m_ValidationPredictions[testCaseId])</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> << testCaseId << <span class="stringliteral">" ("</span> << prediction << <span class="stringliteral">")"</span> <<</div><div class="line"><a name="l00153"></a><span class="lineno"> 153</span>  <span class="stringliteral">" doesn't match the prediction in the validation file ("</span> << m_ValidationPredictions[testCaseId] << <span class="stringliteral">")"</span>;</div><div class="line"><a name="l00154"></a><span class="lineno"> 154</span>  <span class="keywordflow">return</span> <a class="code" href="namespacearmnn_1_1test.xhtml#a05b3d6105613d2d14099667a6b8ca67bad7c8c85bf79bbe1b7188497c32c3b0ca">TestCaseResult::Failed</a>;</div><div class="line"><a name="l00155"></a><span class="lineno"> 155</span>  }</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>  <span class="comment">// If a validation file was requested as output, it stores the predictions.</span></div><div class="line"><a name="l00158"></a><span class="lineno"> 158</span>  <span class="keywordflow">if</span> (m_ValidationPredictionsOut)</div><div class="line"><a name="l00159"></a><span class="lineno"> 159</span>  {</div><div class="line"><a name="l00160"></a><span class="lineno"> 160</span>  m_ValidationPredictionsOut->push_back(prediction);</div><div class="line"><a name="l00161"></a><span class="lineno"> 161</span>  }</div><div class="line"><a name="l00162"></a><span class="lineno"> 162</span> </div><div class="line"><a name="l00163"></a><span class="lineno"> 163</span>  <span class="comment">// Updates accuracy stats.</span></div><div class="line"><a name="l00164"></a><span class="lineno"> 164</span>  m_NumInferencesRef++;</div><div class="line"><a name="l00165"></a><span class="lineno"> 165</span>  <span class="keywordflow">if</span> (prediction == m_Label)</div><div class="line"><a name="l00166"></a><span class="lineno"> 166</span>  {</div><div class="line"><a name="l00167"></a><span class="lineno"> 167</span>  m_NumCorrectInferencesRef++;</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> </div><div class="line"><a name="l00170"></a><span class="lineno"> 170</span>  <span class="keywordflow">return</span> <a class="code" href="namespacearmnn_1_1test.xhtml#a05b3d6105613d2d14099667a6b8ca67baa60852f204ed8028c1c58808b746d115">TestCaseResult::Ok</a>;</div><div class="line"><a name="l00171"></a><span class="lineno"> 171</span> }</div><div class="ttc" id="classarmnn_1_1test_1_1_inference_model_test_case_xhtml_ae7a175231eff460f6d32272930049ca2"><div class="ttname"><a href="classarmnn_1_1test_1_1_inference_model_test_case.xhtml#ae7a175231eff460f6d32272930049ca2">armnn::test::InferenceModelTestCase::GetOutputs</a></div><div class="ttdeci">const std::vector< TContainer > & GetOutputs() const</div><div class="ttdef"><b>Definition:</b> <a href="_inference_test_8hpp_source.xhtml#l00139">InferenceTest.hpp:139</a></div></div> |
| 250 | <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> |
| 251 | <div class="ttc" id="classarmnn_1_1test_1_1_inference_model_test_case_xhtml_a4ab19ef735b92c4d4f688f0659e5565e"><div class="ttname"><a href="classarmnn_1_1test_1_1_inference_model_test_case.xhtml#a4ab19ef735b92c4d4f688f0659e5565e">armnn::test::InferenceModelTestCase::GetTestCaseId</a></div><div class="ttdeci">unsigned int GetTestCaseId() const</div><div class="ttdef"><b>Definition:</b> <a href="_inference_test_8hpp_source.xhtml#l00138">InferenceTest.hpp:138</a></div></div> |
| 252 | <div class="ttc" id="namespacearmnn_xhtml_a37fa39012e90d568df7f774cd6d1e956"><div class="ttname"><a href="namespacearmnn.xhtml#a37fa39012e90d568df7f774cd6d1e956">armnn::numeric_cast</a></div><div class="ttdeci">std::enable_if_t< std::is_unsigned< Source >::value &&std::is_unsigned< Dest >::value, Dest > numeric_cast(Source source)</div><div class="ttdef"><b>Definition:</b> <a href="_numeric_cast_8hpp_source.xhtml#l00033">NumericCast.hpp:33</a></div></div> |
| 253 | <div class="ttc" id="namespacearmnn_1_1test_xhtml_a05b3d6105613d2d14099667a6b8ca67bad7c8c85bf79bbe1b7188497c32c3b0ca"><div class="ttname"><a href="namespacearmnn_1_1test.xhtml#a05b3d6105613d2d14099667a6b8ca67bad7c8c85bf79bbe1b7188497c32c3b0ca">armnn::test::TestCaseResult::Failed</a></div><div class="ttdoc">The test failed (e.g. </div></div> |
| 254 | <div class="ttc" id="structarmnn_1_1test_1_1_inference_test_options_xhtml_ac9c49972e7f8db643b3c72aa782278df"><div class="ttname"><a href="structarmnn_1_1test_1_1_inference_test_options.xhtml#ac9c49972e7f8db643b3c72aa782278df">armnn::test::InferenceTestOptions::m_IterationCount</a></div><div class="ttdeci">unsigned int m_IterationCount</div><div class="ttdef"><b>Definition:</b> <a href="_inference_test_8hpp_source.xhtml#l00058">InferenceTest.hpp:58</a></div></div> |
| 255 | <div class="ttc" id="namespacearmnn_1_1test_xhtml_a05b3d6105613d2d14099667a6b8ca67baa60852f204ed8028c1c58808b746d115"><div class="ttname"><a href="namespacearmnn_1_1test.xhtml#a05b3d6105613d2d14099667a6b8ca67baa60852f204ed8028c1c58808b746d115">armnn::test::TestCaseResult::Ok</a></div><div class="ttdoc">The test completed without any errors. </div></div> |
| 256 | </div><!-- fragment --> |
| 257 | </div> |
| 258 | </div> |
| 259 | <hr/>The documentation for this class was generated from the following files:<ul> |
| 260 | <li>tests/<a class="el" href="_inference_test_8hpp_source.xhtml">InferenceTest.hpp</a></li> |
| 261 | <li>tests/<a class="el" href="_inference_test_8inl_source.xhtml">InferenceTest.inl</a></li> |
| 262 | </ul> |
| 263 | </div><!-- contents --> |
| 264 | </div><!-- doc-content --> |
| 265 | <!-- start footer part --> |
| 266 | <div id="nav-path" class="navpath"><!-- id is needed for treeview function! --> |
| 267 | <ul> |
| 268 | <li class="navelem"><a class="el" href="namespacearmnn.xhtml">armnn</a></li><li class="navelem"><a class="el" href="namespacearmnn_1_1test.xhtml">test</a></li><li class="navelem"><a class="el" href="classarmnn_1_1test_1_1_classifier_test_case.xhtml">ClassifierTestCase</a></li> |
| 269 | <li class="footer">Generated on Fri Mar 13 2020 16:09:21 for ArmNN by |
| 270 | <a href="http://www.doxygen.org/index.html"> |
| 271 | <img class="footer" src="doxygen.png" alt="doxygen"/></a> 1.8.13 </li> |
| 272 | </ul> |
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