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review.mlplatform.org / ml / armnn / 250d3927b16abe4d6932cd5dce1184bd7026a2b7 / . / Documentation / classarmnn_1_1test_1_1_classifier_test_case.xhtml
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Ryan OSheade36e4a2020-03-13 16:26:19 +0000[diff] [blame]1<!-- Copyright (c) 2020 ARM Limited. -->
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98<a href="#pub-methods">Public Member Functions</a> &#124;
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&lt; TTestCaseDatabase, TModel &gt; Class Template Reference</div> </div>
102</div><!--header-->
103<div class="contents">
104
105<p><code>#include &lt;<a class="el" href="_inference_test_8hpp_source.xhtml">InferenceTest.hpp</a>&gt;</code></p>
106<div class="dynheader">
107Inheritance diagram for ClassifierTestCase&lt; TTestCaseDatabase, TModel &gt;:</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=""/>
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112<area href="classarmnn_1_1test_1_1_inference_model_test_case.xhtml" alt="InferenceModelTestCase&lt; TModel &gt;" 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>
118Public Member Functions</h2></td></tr>
119<tr class="memitem:af79ae2b63d751cf7eb937ba7cd190217"><td class="memItemLeft" align="right" valign="top">&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classarmnn_1_1test_1_1_classifier_test_case.xhtml#af79ae2b63d751cf7eb937ba7cd190217">ClassifierTestCase</a> (int &amp;numInferencesRef, int &amp;numCorrectInferencesRef, const std::vector&lt; unsigned int &gt; &amp;validationPredictions, std::vector&lt; unsigned int &gt; *validationPredictionsOut, TModel &amp;model, unsigned int testCaseId, unsigned int label, std::vector&lt; typename TModel::DataType &gt; modelInput)</td></tr>
120<tr class="separator:af79ae2b63d751cf7eb937ba7cd190217"><td class="memSeparator" colspan="2">&#160;</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>&#160;</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> &amp;params) override</td></tr>
122<tr class="separator:a27343faac4033409ef6f5a60e025bf65"><td class="memSeparator" colspan="2">&#160;</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="-"/>&#160;Public Member Functions inherited from <a class="el" href="classarmnn_1_1test_1_1_inference_model_test_case.xhtml">InferenceModelTestCase&lt; TModel &gt;</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">&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classarmnn_1_1test_1_1_inference_model_test_case.xhtml#a88053b26f583deec802e194f2547378d">InferenceModelTestCase</a> (TModel &amp;model, unsigned int testCaseId, const std::vector&lt; <a class="el" href="classarmnn_1_1test_1_1_inference_model_test_case.xhtml#a9eb69ebdaf4ceb8014e7c8a540266100">TContainer</a> &gt; &amp;inputs, const std::vector&lt; unsigned int &gt; &amp;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">&#160;</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&#160;</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">&#160;</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="-"/>&#160;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&#160;</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">&#160;</td></tr>
131</table><table class="memberdecls">
132<tr class="heading"><td colspan="2"><h2 class="groupheader"><a name="inherited"></a>
133Additional 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="-"/>&#160;Public Types inherited from <a class="el" href="classarmnn_1_1test_1_1_inference_model_test_case.xhtml">InferenceModelTestCase&lt; TModel &gt;</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&#160;</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&lt; std::vector&lt; float &gt;, std::vector&lt; int &gt;, std::vector&lt; unsigned char &gt; &gt;</td></tr>
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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="-"/>&#160;Protected Member Functions inherited from <a class="el" href="classarmnn_1_1test_1_1_inference_model_test_case.xhtml">InferenceModelTestCase&lt; TModel &gt;</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&#160;</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">&#160;</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&lt; <a class="el" href="classarmnn_1_1test_1_1_inference_model_test_case.xhtml#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.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">&#160;</td></tr>
142</table>
143<a name="details" id="details"></a><h2 class="groupheader">Detailed Description</h2>
144<div class="textblock"><h3>template&lt;typename TTestCaseDatabase, typename TModel&gt;<br />
145class armnn::test::ClassifierTestCase&lt; TTestCaseDatabase, TModel &gt;</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 &amp; Destructor Documentation</h2>
150<a id="af79ae2b63d751cf7eb937ba7cd190217"></a>
151<h2 class="memtitle"><span class="permalink"><a href="#af79ae2b63d751cf7eb937ba7cd190217">&#9670;&nbsp;</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 &amp;&#160;</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 &amp;&#160;</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&lt; unsigned int &gt; &amp;&#160;</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&lt; unsigned int &gt; *&#160;</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 &amp;&#160;</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&#160;</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&#160;</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&lt; typename TModel::DataType &gt;&#160;</td>
202 <td class="paramname"><em>modelInput</em>&#160;</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>&#160; : <a class="code" href="classarmnn_1_1test_1_1_inference_model_test_case.xhtml">InferenceModelTestCase&lt;TModel&gt;</a>(</div><div class="line"><a name="l00043"></a><span class="lineno"> 43</span>&#160; model, testCaseId, std::vector&lt;TContainer&gt;{ modelInput }, { model.GetOutputSize() })</div><div class="line"><a name="l00044"></a><span class="lineno"> 44</span>&#160; , m_Label(label)</div><div class="line"><a name="l00045"></a><span class="lineno"> 45</span>&#160; , m_QuantizationParams(model.GetQuantizationParams())</div><div class="line"><a name="l00046"></a><span class="lineno"> 46</span>&#160; , m_NumInferencesRef(numInferencesRef)</div><div class="line"><a name="l00047"></a><span class="lineno"> 47</span>&#160; , m_NumCorrectInferencesRef(numCorrectInferencesRef)</div><div class="line"><a name="l00048"></a><span class="lineno"> 48</span>&#160; , m_ValidationPredictions(validationPredictions)</div><div class="line"><a name="l00049"></a><span class="lineno"> 49</span>&#160; , m_ValidationPredictionsOut(validationPredictionsOut)</div><div class="line"><a name="l00050"></a><span class="lineno"> 50</span>&#160;{</div><div class="line"><a name="l00051"></a><span class="lineno"> 51</span>&#160;}</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">&#9670;&nbsp;</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> &amp;&#160;</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&lt; TModel &gt;::GetOutputs()</a>, <a class="el" href="_inference_test_8hpp_source.xhtml#l00138">InferenceModelTestCase&lt; TModel &gt;::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>&#160;{</div><div class="line"><a name="l00118"></a><span class="lineno"> 118</span>&#160; <span class="keyword">auto</span>&amp; output = this-&gt;<a class="code" href="classarmnn_1_1test_1_1_inference_model_test_case.xhtml#ae7a175231eff460f6d32272930049ca2">GetOutputs</a>()[0];</div><div class="line"><a name="l00119"></a><span class="lineno"> 119</span>&#160; <span class="keyword">const</span> <span class="keyword">auto</span> testCaseId = this-&gt;<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>&#160;</div><div class="line"><a name="l00121"></a><span class="lineno"> 121</span>&#160; ClassifierResultProcessor resultProcessor(m_QuantizationParams.first, m_QuantizationParams.second);</div><div class="line"><a name="l00122"></a><span class="lineno"> 122</span>&#160; boost::apply_visitor(resultProcessor, output);</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; <a class="code" href="_logging_8hpp.xhtml#a7b6ad073975f437ec38ca7d20154727f">ARMNN_LOG</a>(info) &lt;&lt; <span class="stringliteral">&quot;= Prediction values for test #&quot;</span> &lt;&lt; testCaseId;</div><div class="line"><a name="l00125"></a><span class="lineno"> 125</span>&#160; <span class="keyword">auto</span> it = resultProcessor.GetResultMap().rbegin();</div><div class="line"><a name="l00126"></a><span class="lineno"> 126</span>&#160; <span class="keywordflow">for</span> (<span class="keywordtype">int</span> i=0; i&lt;5 &amp;&amp; it != resultProcessor.GetResultMap().rend(); ++i)</div><div class="line"><a name="l00127"></a><span class="lineno"> 127</span>&#160; {</div><div class="line"><a name="l00128"></a><span class="lineno"> 128</span>&#160; <a class="code" href="_logging_8hpp.xhtml#a7b6ad073975f437ec38ca7d20154727f">ARMNN_LOG</a>(info) &lt;&lt; <span class="stringliteral">&quot;Top(&quot;</span> &lt;&lt; (i+1) &lt;&lt; <span class="stringliteral">&quot;) prediction is &quot;</span> &lt;&lt; it-&gt;second &lt;&lt;</div><div class="line"><a name="l00129"></a><span class="lineno"> 129</span>&#160; <span class="stringliteral">&quot; with value: &quot;</span> &lt;&lt; (it-&gt;first);</div><div class="line"><a name="l00130"></a><span class="lineno"> 130</span>&#160; ++it;</div><div class="line"><a name="l00131"></a><span class="lineno"> 131</span>&#160; }</div><div class="line"><a name="l00132"></a><span class="lineno"> 132</span>&#160;</div><div class="line"><a name="l00133"></a><span class="lineno"> 133</span>&#160; <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>&#160; boost::apply_visitor([&amp;](<span class="keyword">auto</span>&amp;&amp; value)</div><div class="line"><a name="l00135"></a><span class="lineno"> 135</span>&#160; {</div><div class="line"><a name="l00136"></a><span class="lineno"> 136</span>&#160; prediction = <a class="code" href="namespacearmnn.xhtml#a37fa39012e90d568df7f774cd6d1e956">boost::numeric_cast</a>&lt;<span class="keywordtype">unsigned</span> <span class="keywordtype">int</span>&gt;(</div><div class="line"><a name="l00137"></a><span class="lineno"> 137</span>&#160; std::distance(value.begin(), std::max_element(value.begin(), value.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; output);</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="comment">// If we&#39;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>&#160; <span class="keywordflow">if</span> (params.<a class="code" href="structarmnn_1_1test_1_1_inference_test_options.xhtml#ac9c49972e7f8db643b3c72aa782278df">m_IterationCount</a> == 0 &amp;&amp; prediction != m_Label)</div><div class="line"><a name="l00143"></a><span class="lineno"> 143</span>&#160; {</div><div class="line"><a name="l00144"></a><span class="lineno"> 144</span>&#160; <a class="code" href="_logging_8hpp.xhtml#a7b6ad073975f437ec38ca7d20154727f">ARMNN_LOG</a>(error) &lt;&lt; <span class="stringliteral">&quot;Prediction for test case &quot;</span> &lt;&lt; testCaseId &lt;&lt; <span class="stringliteral">&quot; (&quot;</span> &lt;&lt; prediction &lt;&lt; <span class="stringliteral">&quot;)&quot;</span> &lt;&lt;</div><div class="line"><a name="l00145"></a><span class="lineno"> 145</span>&#160; <span class="stringliteral">&quot; is incorrect (should be &quot;</span> &lt;&lt; m_Label &lt;&lt; <span class="stringliteral">&quot;)&quot;</span>;</div><div class="line"><a name="l00146"></a><span class="lineno"> 146</span>&#160; <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>&#160; }</div><div class="line"><a name="l00148"></a><span class="lineno"> 148</span>&#160;</div><div class="line"><a name="l00149"></a><span class="lineno"> 149</span>&#160; <span class="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>&#160; <span class="keywordflow">if</span> (!m_ValidationPredictions.empty() &amp;&amp; prediction != m_ValidationPredictions[testCaseId])</div><div class="line"><a name="l00151"></a><span class="lineno"> 151</span>&#160; {</div><div class="line"><a name="l00152"></a><span class="lineno"> 152</span>&#160; <a class="code" href="_logging_8hpp.xhtml#a7b6ad073975f437ec38ca7d20154727f">ARMNN_LOG</a>(error) &lt;&lt; <span class="stringliteral">&quot;Prediction for test case &quot;</span> &lt;&lt; testCaseId &lt;&lt; <span class="stringliteral">&quot; (&quot;</span> &lt;&lt; prediction &lt;&lt; <span class="stringliteral">&quot;)&quot;</span> &lt;&lt;</div><div class="line"><a name="l00153"></a><span class="lineno"> 153</span>&#160; <span class="stringliteral">&quot; doesn&#39;t match the prediction in the validation file (&quot;</span> &lt;&lt; m_ValidationPredictions[testCaseId] &lt;&lt; <span class="stringliteral">&quot;)&quot;</span>;</div><div class="line"><a name="l00154"></a><span class="lineno"> 154</span>&#160; <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>&#160; }</div><div class="line"><a name="l00156"></a><span class="lineno"> 156</span>&#160;</div><div class="line"><a name="l00157"></a><span class="lineno"> 157</span>&#160; <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>&#160; <span class="keywordflow">if</span> (m_ValidationPredictionsOut)</div><div class="line"><a name="l00159"></a><span class="lineno"> 159</span>&#160; {</div><div class="line"><a name="l00160"></a><span class="lineno"> 160</span>&#160; m_ValidationPredictionsOut-&gt;push_back(prediction);</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;</div><div class="line"><a name="l00163"></a><span class="lineno"> 163</span>&#160; <span class="comment">// Updates accuracy stats.</span></div><div class="line"><a name="l00164"></a><span class="lineno"> 164</span>&#160; m_NumInferencesRef++;</div><div class="line"><a name="l00165"></a><span class="lineno"> 165</span>&#160; <span class="keywordflow">if</span> (prediction == m_Label)</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; m_NumCorrectInferencesRef++;</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> <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>&#160;}</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&lt; TContainer &gt; &amp; GetOutputs() const</div><div class="ttdef"><b>Definition:</b> <a href="_inference_test_8hpp_source.xhtml#l00139">InferenceTest.hpp:139</a></div></div>
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&lt; std::is_unsigned&lt; Source &gt;::value &amp;&amp;std::is_unsigned&lt; Dest &gt;::value, Dest &gt; 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>
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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>
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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>
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271 <img class="footer" src="doxygen.png" alt="doxygen"/></a> 1.8.13 </li>
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