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<a href="#pub-methods">Public Member Functions</a> &#124;
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<div class="title">ClassifierTestCaseProvider&lt; TDatabase, InferenceModel &gt; Class Template Reference</div> </div>
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<p><code>#include &lt;<a class="el" href="_inference_test_8hpp_source.xhtml">InferenceTest.hpp</a>&gt;</code></p>
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Inheritance diagram for ClassifierTestCaseProvider&lt; TDatabase, InferenceModel &gt;:</div>
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Public Member Functions</h2></td></tr>
<tr class="memitem:a566acf29d57266042a6169d5a9635599"><td class="memTemplParams" colspan="2">template&lt;typename TConstructDatabaseCallable , typename TConstructModelCallable &gt; </td></tr>
<tr class="memitem:a566acf29d57266042a6169d5a9635599"><td class="memTemplItemLeft" align="right" valign="top">&#160;</td><td class="memTemplItemRight" valign="bottom"><a class="el" href="classarmnn_1_1test_1_1_classifier_test_case_provider.xhtml#a566acf29d57266042a6169d5a9635599">ClassifierTestCaseProvider</a> (TConstructDatabaseCallable constructDatabase, TConstructModelCallable constructModel)</td></tr>
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<tr class="memitem:a7b48e7fbef45acdb72258c3c8981c8b8"><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_classifier_test_case_provider.xhtml#a7b48e7fbef45acdb72258c3c8981c8b8">AddCommandLineOptions</a> (cxxopts::Options &amp;options, std::vector&lt; std::string &gt; &amp;required) override</td></tr>
<tr class="separator:a7b48e7fbef45acdb72258c3c8981c8b8"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:ad0077cdc7e406ec5e942e2a148edc077"><td class="memItemLeft" align="right" valign="top">virtual bool&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classarmnn_1_1test_1_1_classifier_test_case_provider.xhtml#ad0077cdc7e406ec5e942e2a148edc077">ProcessCommandLineOptions</a> (const <a class="el" href="structarmnn_1_1test_1_1_inference_test_options.xhtml">InferenceTestOptions</a> &amp;commonOptions) override</td></tr>
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<tr class="memitem:ab5ab4ef07d28ff282c5e3109deed810e"><td class="memItemLeft" align="right" valign="top">virtual std::unique_ptr&lt; <a class="el" href="classarmnn_1_1test_1_1_i_inference_test_case.xhtml">IInferenceTestCase</a> &gt;&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classarmnn_1_1test_1_1_classifier_test_case_provider.xhtml#ab5ab4ef07d28ff282c5e3109deed810e">GetTestCase</a> (unsigned int testCaseId) override</td></tr>
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<tr class="memitem:a57a7735851dc40abdb1328e6f97f7b0f"><td class="memItemLeft" align="right" valign="top">virtual bool&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classarmnn_1_1test_1_1_classifier_test_case_provider.xhtml#a57a7735851dc40abdb1328e6f97f7b0f">OnInferenceTestFinished</a> () override</td></tr>
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<tr class="inherit_header pub_methods_classarmnn_1_1test_1_1_i_inference_test_case_provider"><td colspan="2" onclick="javascript:toggleInherit('pub_methods_classarmnn_1_1test_1_1_i_inference_test_case_provider')"><img src="closed.png" alt="-"/>&#160;Public Member Functions inherited from <a class="el" href="classarmnn_1_1test_1_1_i_inference_test_case_provider.xhtml">IInferenceTestCaseProvider</a></td></tr>
<tr class="memitem:a63e4bc6c42594357e52b06e386b48d30 inherit pub_methods_classarmnn_1_1test_1_1_i_inference_test_case_provider"><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_provider.xhtml#a63e4bc6c42594357e52b06e386b48d30">~IInferenceTestCaseProvider</a> ()</td></tr>
<tr class="separator:a63e4bc6c42594357e52b06e386b48d30 inherit pub_methods_classarmnn_1_1test_1_1_i_inference_test_case_provider"><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 TDatabase, typename InferenceModel&gt;<br />
class armnn::test::ClassifierTestCaseProvider&lt; TDatabase, InferenceModel &gt;</h3>
<p class="definition">Definition at line <a class="el" href="_inference_test_8hpp_source.xhtml#l00179">179</a> of file <a class="el" href="_inference_test_8hpp_source.xhtml">InferenceTest.hpp</a>.</p>
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<h2 class="memtitle"><span class="permalink"><a href="#a566acf29d57266042a6169d5a9635599">&#9670;&nbsp;</a></span>ClassifierTestCaseProvider()</h2>
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<td class="memname"><a class="el" href="classarmnn_1_1test_1_1_classifier_test_case_provider.xhtml">ClassifierTestCaseProvider</a> </td>
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<p class="definition">Definition at line <a class="el" href="_inference_test_8inl_source.xhtml#l00183">183</a> of file <a class="el" href="_inference_test_8inl_source.xhtml">InferenceTest.inl</a>.</p>
<div class="fragment"><div class="line"><a name="l00185"></a><span class="lineno"> 185</span>&#160; : m_ConstructModel(constructModel)</div><div class="line"><a name="l00186"></a><span class="lineno"> 186</span>&#160; , m_ConstructDatabase(constructDatabase)</div><div class="line"><a name="l00187"></a><span class="lineno"> 187</span>&#160; , m_NumInferences(0)</div><div class="line"><a name="l00188"></a><span class="lineno"> 188</span>&#160; , m_NumCorrectInferences(0)</div><div class="line"><a name="l00189"></a><span class="lineno"> 189</span>&#160;{</div><div class="line"><a name="l00190"></a><span class="lineno"> 190</span>&#160;}</div></div><!-- fragment -->
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<h2 class="groupheader">Member Function Documentation</h2>
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<h2 class="memtitle"><span class="permalink"><a href="#a7b48e7fbef45acdb72258c3c8981c8b8">&#9670;&nbsp;</a></span>AddCommandLineOptions()</h2>
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<td class="memname">void AddCommandLineOptions </td>
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<td class="paramtype">cxxopts::Options &amp;&#160;</td>
<td class="paramname"><em>options</em>, </td>
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<p>Reimplemented from <a class="el" href="classarmnn_1_1test_1_1_i_inference_test_case_provider.xhtml#a87d20f49fba1d117545ec865cc43b364">IInferenceTestCaseProvider</a>.</p>
<p class="definition">Definition at line <a class="el" href="_inference_test_8inl_source.xhtml#l00193">193</a> of file <a class="el" href="_inference_test_8inl_source.xhtml">InferenceTest.inl</a>.</p>
<p class="reference">References <a class="el" href="_inference_model_8hpp_source.xhtml#l00398">InferenceModel&lt; IParser, TDataType &gt;::AddCommandLineOptions()</a>.</p>
<div class="fragment"><div class="line"><a name="l00195"></a><span class="lineno"> 195</span>&#160;{</div><div class="line"><a name="l00196"></a><span class="lineno"> 196</span>&#160; options</div><div class="line"><a name="l00197"></a><span class="lineno"> 197</span>&#160; .allow_unrecognised_options()</div><div class="line"><a name="l00198"></a><span class="lineno"> 198</span>&#160; .add_options()</div><div class="line"><a name="l00199"></a><span class="lineno"> 199</span>&#160; (<span class="stringliteral">&quot;validation-file-in&quot;</span>,</div><div class="line"><a name="l00200"></a><span class="lineno"> 200</span>&#160; <span class="stringliteral">&quot;Reads expected predictions from the given file and confirms they match the actual predictions.&quot;</span>,</div><div class="line"><a name="l00201"></a><span class="lineno"> 201</span>&#160; cxxopts::value&lt;std::string&gt;(m_ValidationFileIn)-&gt;default_value(<span class="stringliteral">&quot;&quot;</span>))</div><div class="line"><a name="l00202"></a><span class="lineno"> 202</span>&#160; (<span class="stringliteral">&quot;validation-file-out&quot;</span>, <span class="stringliteral">&quot;Predictions are saved to the given file for later use via --validation-file-in.&quot;</span>,</div><div class="line"><a name="l00203"></a><span class="lineno"> 203</span>&#160; cxxopts::value&lt;std::string&gt;(m_ValidationFileOut)-&gt;default_value(<span class="stringliteral">&quot;&quot;</span>))</div><div class="line"><a name="l00204"></a><span class="lineno"> 204</span>&#160; (<span class="stringliteral">&quot;d,data-dir&quot;</span>, <span class="stringliteral">&quot;Path to directory containing test data&quot;</span>, cxxopts::value&lt;std::string&gt;(m_DataDir));</div><div class="line"><a name="l00205"></a><span class="lineno"> 205</span>&#160;</div><div class="line"><a name="l00206"></a><span class="lineno"> 206</span>&#160; required.emplace_back(<span class="stringliteral">&quot;data-dir&quot;</span>); <span class="comment">//add to required arguments to check</span></div><div class="line"><a name="l00207"></a><span class="lineno"> 207</span>&#160;</div><div class="line"><a name="l00208"></a><span class="lineno"> 208</span>&#160; <a class="code" href="class_inference_model.xhtml#a22794efa5d496a49a33739dd99087841">InferenceModel::AddCommandLineOptions</a>(options, m_ModelCommandLineOptions, required);</div><div class="line"><a name="l00209"></a><span class="lineno"> 209</span>&#160;}</div><div class="ttc" id="class_inference_model_xhtml_a22794efa5d496a49a33739dd99087841"><div class="ttname"><a href="class_inference_model.xhtml#a22794efa5d496a49a33739dd99087841">InferenceModel::AddCommandLineOptions</a></div><div class="ttdeci">static void AddCommandLineOptions(cxxopts::Options &amp;options, CommandLineOptions &amp;cLineOptions, std::vector&lt; std::string &gt; &amp;required)</div><div class="ttdef"><b>Definition:</b> <a href="_inference_model_8hpp_source.xhtml#l00398">InferenceModel.hpp:398</a></div></div>
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<h2 class="memtitle"><span class="permalink"><a href="#ab5ab4ef07d28ff282c5e3109deed810e">&#9670;&nbsp;</a></span>GetTestCase()</h2>
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<td class="memname">std::unique_ptr&lt; <a class="el" href="classarmnn_1_1test_1_1_i_inference_test_case.xhtml">IInferenceTestCase</a> &gt; GetTestCase </td>
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<p>Implements <a class="el" href="classarmnn_1_1test_1_1_i_inference_test_case_provider.xhtml#a04734602cd9aa5125174458128b3b418">IInferenceTestCaseProvider</a>.</p>
<p class="definition">Definition at line <a class="el" href="_inference_test_8inl_source.xhtml#l00239">239</a> of file <a class="el" href="_inference_test_8inl_source.xhtml">InferenceTest.inl</a>.</p>
<div class="fragment"><div class="line"><a name="l00240"></a><span class="lineno"> 240</span>&#160;{</div><div class="line"><a name="l00241"></a><span class="lineno"> 241</span>&#160; std::unique_ptr&lt;typename TDatabase::TTestCaseData&gt; testCaseData = m_Database-&gt;GetTestCaseData(testCaseId);</div><div class="line"><a name="l00242"></a><span class="lineno"> 242</span>&#160; <span class="keywordflow">if</span> (testCaseData == <span class="keyword">nullptr</span>)</div><div class="line"><a name="l00243"></a><span class="lineno"> 243</span>&#160; {</div><div class="line"><a name="l00244"></a><span class="lineno"> 244</span>&#160; <span class="keywordflow">return</span> <span class="keyword">nullptr</span>;</div><div class="line"><a name="l00245"></a><span class="lineno"> 245</span>&#160; }</div><div class="line"><a name="l00246"></a><span class="lineno"> 246</span>&#160;</div><div class="line"><a name="l00247"></a><span class="lineno"> 247</span>&#160; <span class="keywordflow">return</span> std::make_unique&lt;ClassifierTestCase&lt;TDatabase, InferenceModel&gt;&gt;(</div><div class="line"><a name="l00248"></a><span class="lineno"> 248</span>&#160; m_NumInferences,</div><div class="line"><a name="l00249"></a><span class="lineno"> 249</span>&#160; m_NumCorrectInferences,</div><div class="line"><a name="l00250"></a><span class="lineno"> 250</span>&#160; m_ValidationPredictions,</div><div class="line"><a name="l00251"></a><span class="lineno"> 251</span>&#160; m_ValidationFileOut.empty() ? nullptr : &amp;m_ValidationPredictionsOut,</div><div class="line"><a name="l00252"></a><span class="lineno"> 252</span>&#160; *m_Model,</div><div class="line"><a name="l00253"></a><span class="lineno"> 253</span>&#160; testCaseId,</div><div class="line"><a name="l00254"></a><span class="lineno"> 254</span>&#160; testCaseData-&gt;m_Label,</div><div class="line"><a name="l00255"></a><span class="lineno"> 255</span>&#160; std::move(testCaseData-&gt;m_InputImage));</div><div class="line"><a name="l00256"></a><span class="lineno"> 256</span>&#160;}</div></div><!-- fragment -->
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<h2 class="memtitle"><span class="permalink"><a href="#a57a7735851dc40abdb1328e6f97f7b0f">&#9670;&nbsp;</a></span>OnInferenceTestFinished()</h2>
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<td class="memname">bool OnInferenceTestFinished </td>
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<p>Reimplemented from <a class="el" href="classarmnn_1_1test_1_1_i_inference_test_case_provider.xhtml#a88bbd5a851f1148bf5a90db7779be261">IInferenceTestCaseProvider</a>.</p>
<p class="definition">Definition at line <a class="el" href="_inference_test_8inl_source.xhtml#l00259">259</a> of file <a class="el" href="_inference_test_8inl_source.xhtml">InferenceTest.inl</a>.</p>
<p class="reference">References <a class="el" href="_logging_8hpp_source.xhtml#l00202">ARMNN_LOG</a>, <a class="el" href="namespacearmnn.xhtml#a4dc0adc6737b5944e7671bee71788407acb5e100e5a9a3e7f6d1fd97512215282">armnn::error</a>, <a class="el" href="namespacearmnn.xhtml#a4dc0adc6737b5944e7671bee71788407acaf9b6b99962bf5c2264824231d7a40c">armnn::info</a>, and <a class="el" href="_numeric_cast_8hpp_source.xhtml#l00035">armnn::numeric_cast()</a>.</p>
<div class="fragment"><div class="line"><a name="l00260"></a><span class="lineno"> 260</span>&#160;{</div><div class="line"><a name="l00261"></a><span class="lineno"> 261</span>&#160; <span class="keyword">const</span> <span class="keywordtype">double</span> accuracy = <a class="code" href="namespacearmnn.xhtml#a375ca3cff9f1b005d1412dc5f3cf5b6e">armnn::numeric_cast</a>&lt;<span class="keywordtype">double</span>&gt;(m_NumCorrectInferences) /</div><div class="line"><a name="l00262"></a><span class="lineno"> 262</span>&#160; armnn::numeric_cast&lt;double&gt;(m_NumInferences);</div><div class="line"><a name="l00263"></a><span class="lineno"> 263</span>&#160; <a class="code" href="_logging_8hpp.xhtml#a7b6ad073975f437ec38ca7d20154727f">ARMNN_LOG</a>(info) &lt;&lt; std::fixed &lt;&lt; std::setprecision(3) &lt;&lt; <span class="stringliteral">&quot;Overall accuracy: &quot;</span> &lt;&lt; accuracy;</div><div class="line"><a name="l00264"></a><span class="lineno"> 264</span>&#160;</div><div class="line"><a name="l00265"></a><span class="lineno"> 265</span>&#160; <span class="comment">// If a validation file was requested as output, the predictions are saved to it.</span></div><div class="line"><a name="l00266"></a><span class="lineno"> 266</span>&#160; <span class="keywordflow">if</span> (!m_ValidationFileOut.empty())</div><div class="line"><a name="l00267"></a><span class="lineno"> 267</span>&#160; {</div><div class="line"><a name="l00268"></a><span class="lineno"> 268</span>&#160; std::ofstream validationFileOut(m_ValidationFileOut.c_str(), std::ios_base::trunc | std::ios_base::out);</div><div class="line"><a name="l00269"></a><span class="lineno"> 269</span>&#160; <span class="keywordflow">if</span> (validationFileOut.good())</div><div class="line"><a name="l00270"></a><span class="lineno"> 270</span>&#160; {</div><div class="line"><a name="l00271"></a><span class="lineno"> 271</span>&#160; <span class="keywordflow">for</span> (<span class="keyword">const</span> <span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> prediction : m_ValidationPredictionsOut)</div><div class="line"><a name="l00272"></a><span class="lineno"> 272</span>&#160; {</div><div class="line"><a name="l00273"></a><span class="lineno"> 273</span>&#160; validationFileOut &lt;&lt; prediction &lt;&lt; std::endl;</div><div class="line"><a name="l00274"></a><span class="lineno"> 274</span>&#160; }</div><div class="line"><a name="l00275"></a><span class="lineno"> 275</span>&#160; }</div><div class="line"><a name="l00276"></a><span class="lineno"> 276</span>&#160; <span class="keywordflow">else</span></div><div class="line"><a name="l00277"></a><span class="lineno"> 277</span>&#160; {</div><div class="line"><a name="l00278"></a><span class="lineno"> 278</span>&#160; <a class="code" href="_logging_8hpp.xhtml#a7b6ad073975f437ec38ca7d20154727f">ARMNN_LOG</a>(error) &lt;&lt; <span class="stringliteral">&quot;Failed to open output validation file: &quot;</span> &lt;&lt; m_ValidationFileOut;</div><div class="line"><a name="l00279"></a><span class="lineno"> 279</span>&#160; <span class="keywordflow">return</span> <span class="keyword">false</span>;</div><div class="line"><a name="l00280"></a><span class="lineno"> 280</span>&#160; }</div><div class="line"><a name="l00281"></a><span class="lineno"> 281</span>&#160; }</div><div class="line"><a name="l00282"></a><span class="lineno"> 282</span>&#160;</div><div class="line"><a name="l00283"></a><span class="lineno"> 283</span>&#160; <span class="keywordflow">return</span> <span class="keyword">true</span>;</div><div class="line"><a name="l00284"></a><span class="lineno"> 284</span>&#160;}</div><div class="ttc" id="_logging_8hpp_xhtml_a7b6ad073975f437ec38ca7d20154727f"><div class="ttname"><a href="_logging_8hpp.xhtml#a7b6ad073975f437ec38ca7d20154727f">ARMNN_LOG</a></div><div class="ttdeci">#define ARMNN_LOG(severity)</div><div class="ttdef"><b>Definition:</b> <a href="_logging_8hpp_source.xhtml#l00202">Logging.hpp:202</a></div></div>
<div class="ttc" id="namespacearmnn_xhtml_a375ca3cff9f1b005d1412dc5f3cf5b6e"><div class="ttname"><a href="namespacearmnn.xhtml#a375ca3cff9f1b005d1412dc5f3cf5b6e">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#l00035">NumericCast.hpp:35</a></div></div>
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<h2 class="memtitle"><span class="permalink"><a href="#ad0077cdc7e406ec5e942e2a148edc077">&#9670;&nbsp;</a></span>ProcessCommandLineOptions()</h2>
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<td class="memname">bool ProcessCommandLineOptions </td>
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<td class="paramtype">const <a class="el" href="structarmnn_1_1test_1_1_inference_test_options.xhtml">InferenceTestOptions</a> &amp;&#160;</td>
<td class="paramname"><em>commonOptions</em></td><td>)</td>
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<p>Reimplemented from <a class="el" href="classarmnn_1_1test_1_1_i_inference_test_case_provider.xhtml#a0b5cdedc222fce2b18000949f0699880">IInferenceTestCaseProvider</a>.</p>
<p class="definition">Definition at line <a class="el" href="_inference_test_8inl_source.xhtml#l00212">212</a> of file <a class="el" href="_inference_test_8inl_source.xhtml">InferenceTest.inl</a>.</p>
<p class="reference">References <a class="el" href="_inference_test_8cpp_source.xhtml#l00084">armnn::test::ValidateDirectory()</a>.</p>
<div class="fragment"><div class="line"><a name="l00214"></a><span class="lineno"> 214</span>&#160;{</div><div class="line"><a name="l00215"></a><span class="lineno"> 215</span>&#160; <span class="keywordflow">if</span> (!<a class="code" href="namespacearmnn_1_1test.xhtml#a8a678fb3a8864e31aeb77f857ae6fc43">ValidateDirectory</a>(m_DataDir))</div><div class="line"><a name="l00216"></a><span class="lineno"> 216</span>&#160; {</div><div class="line"><a name="l00217"></a><span class="lineno"> 217</span>&#160; <span class="keywordflow">return</span> <span class="keyword">false</span>;</div><div class="line"><a name="l00218"></a><span class="lineno"> 218</span>&#160; }</div><div class="line"><a name="l00219"></a><span class="lineno"> 219</span>&#160;</div><div class="line"><a name="l00220"></a><span class="lineno"> 220</span>&#160; ReadPredictions();</div><div class="line"><a name="l00221"></a><span class="lineno"> 221</span>&#160;</div><div class="line"><a name="l00222"></a><span class="lineno"> 222</span>&#160; m_Model = m_ConstructModel(commonOptions, m_ModelCommandLineOptions);</div><div class="line"><a name="l00223"></a><span class="lineno"> 223</span>&#160; <span class="keywordflow">if</span> (!m_Model)</div><div class="line"><a name="l00224"></a><span class="lineno"> 224</span>&#160; {</div><div class="line"><a name="l00225"></a><span class="lineno"> 225</span>&#160; <span class="keywordflow">return</span> <span class="keyword">false</span>;</div><div class="line"><a name="l00226"></a><span class="lineno"> 226</span>&#160; }</div><div class="line"><a name="l00227"></a><span class="lineno"> 227</span>&#160;</div><div class="line"><a name="l00228"></a><span class="lineno"> 228</span>&#160; m_Database = std::make_unique&lt;TDatabase&gt;(m_ConstructDatabase(m_DataDir.c_str(), *m_Model));</div><div class="line"><a name="l00229"></a><span class="lineno"> 229</span>&#160; <span class="keywordflow">if</span> (!m_Database)</div><div class="line"><a name="l00230"></a><span class="lineno"> 230</span>&#160; {</div><div class="line"><a name="l00231"></a><span class="lineno"> 231</span>&#160; <span class="keywordflow">return</span> <span class="keyword">false</span>;</div><div class="line"><a name="l00232"></a><span class="lineno"> 232</span>&#160; }</div><div class="line"><a name="l00233"></a><span class="lineno"> 233</span>&#160;</div><div class="line"><a name="l00234"></a><span class="lineno"> 234</span>&#160; <span class="keywordflow">return</span> <span class="keyword">true</span>;</div><div class="line"><a name="l00235"></a><span class="lineno"> 235</span>&#160;}</div><div class="ttc" id="namespacearmnn_1_1test_xhtml_a8a678fb3a8864e31aeb77f857ae6fc43"><div class="ttname"><a href="namespacearmnn_1_1test.xhtml#a8a678fb3a8864e31aeb77f857ae6fc43">armnn::test::ValidateDirectory</a></div><div class="ttdeci">bool ValidateDirectory(std::string &amp;dir)</div><div class="ttdef"><b>Definition:</b> <a href="_inference_test_8cpp_source.xhtml#l00084">InferenceTest.cpp:84</a></div></div>
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