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+<a href="#func-members">Functions</a>  </div>
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+<div class="title">ImageTensorGenerator.cpp File Reference</div>  </div>
+</div><!--header-->
+<div class="contents">
+<div class="textblock"><code>#include &quot;<a class="el" href="_image_tensor_generator_8hpp_source.html">ImageTensorGenerator.hpp</a>&quot;</code><br />
+<code>#include &quot;<a class="el" href="_inference_test_image_8hpp_source.html">../InferenceTestImage.hpp</a>&quot;</code><br />
+<code>#include &lt;<a class="el" href="_logging_8hpp_source.html">armnn/Logging.hpp</a>&gt;</code><br />
+<code>#include &lt;<a class="el" href="_types_utils_8hpp_source.html">armnn/TypesUtils.hpp</a>&gt;</code><br />
+<code>#include &lt;boost/filesystem.hpp&gt;</code><br />
+<code>#include &lt;boost/filesystem/operations.hpp&gt;</code><br />
+<code>#include &lt;boost/filesystem/path.hpp&gt;</code><br />
+<code>#include &lt;boost/program_options.hpp&gt;</code><br />
+<code>#include &lt;boost/variant.hpp&gt;</code><br />
+<code>#include &lt;algorithm&gt;</code><br />
+<code>#include &lt;fstream&gt;</code><br />
+<code>#include &lt;iostream&gt;</code><br />
+<code>#include &lt;string&gt;</code><br />
+</div>
+<p><a href="_image_tensor_generator_8cpp_source.html">Go to the source code of this file.</a></p>
+<table class="memberdecls">
+<tr class="heading"><td colspan="2"><h2 class="groupheader"><a name="func-members"></a>
+Functions</h2></td></tr>
+<tr class="memitem:a0ddf1224851353fc92bfbff6f499fa97"><td class="memItemLeft" align="right" valign="top">int&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="_image_tensor_generator_8cpp.html#a0ddf1224851353fc92bfbff6f499fa97">main</a> (int argc, char *argv[])</td></tr>
+<tr class="separator:a0ddf1224851353fc92bfbff6f499fa97"><td class="memSeparator" colspan="2">&#160;</td></tr>
+</table>
+<h2 class="groupheader">Function Documentation</h2>
+<a id="a0ddf1224851353fc92bfbff6f499fa97"></a>
+<h2 class="memtitle"><span class="permalink"><a href="#a0ddf1224851353fc92bfbff6f499fa97">&#9670;&nbsp;</a></span>main()</h2>
+
+<div class="memitem">
+<div class="memproto">
+      <table class="memname">
+        <tr>
+          <td class="memname">int main </td>
+          <td>(</td>
+          <td class="paramtype">int&#160;</td>
+          <td class="paramname"><em>argc</em>, </td>
+        </tr>
+        <tr>
+          <td class="paramkey"></td>
+          <td></td>
+          <td class="paramtype">char *&#160;</td>
+          <td class="paramname"><em>argv</em>[]&#160;</td>
+        </tr>
+        <tr>
+          <td></td>
+          <td>)</td>
+          <td></td><td></td>
+        </tr>
+      </table>
+</div><div class="memdoc">
+
+<p class="definition">Definition at line <a class="el" href="_image_tensor_generator_8cpp_source.html#l00248">248</a> of file <a class="el" href="_image_tensor_generator_8cpp_source.html">ImageTensorGenerator.cpp</a>.</p>
+
+<p class="reference">References <a class="el" href="_logging_8hpp_source.html#l00163">ARMNN_LOG</a>, <a class="el" href="namespacearmnn.html#ad8ed01ff3ff33333d8e19db4d2818bb6a166495adc0d0f53bee6baecc577f5204">armnn::Float32</a>, <a class="el" href="_image_tensor_generator_8hpp_source.html#l00039">GetNormalizationParameters()</a>, <a class="el" href="_image_tensor_generator_8hpp_source.html#l00091">PrepareImageTensor&lt; float &gt;()</a>, <a class="el" href="_image_tensor_generator_8hpp_source.html#l00128">PrepareImageTensor&lt; int &gt;()</a>, <a class="el" href="_image_tensor_generator_8hpp_source.html#l00148">PrepareImageTensor&lt; uint8_t &gt;()</a>, <a class="el" href="namespacearmnn.html#ad8ed01ff3ff33333d8e19db4d2818bb6a0a3f57c876f5a230244c38e1453a8a6e">armnn::QAsymmU8</a>, <a class="el" href="namespacearmnn.html#ad8ed01ff3ff33333d8e19db4d2818bb6accedffbc6e5308e33d3843e8bdc0dad7">armnn::Signed32</a>, <a class="el" href="_exceptions_8cpp_source.html#l00032">Exception::what()</a>, and <a class="el" href="_image_tensor_generator_8hpp_source.html#l00172">WriteImageTensorImpl()</a>.</p>
+<div class="fragment"><div class="line"><a name="l00249"></a><span class="lineno">  249</span>&#160;{</div><div class="line"><a name="l00250"></a><span class="lineno">  250</span>&#160;    CommandLineProcessor cmdline;</div><div class="line"><a name="l00251"></a><span class="lineno">  251</span>&#160;    <span class="keywordflow">if</span> (!cmdline.ProcessCommandLine(argc, argv))</div><div class="line"><a name="l00252"></a><span class="lineno">  252</span>&#160;    {</div><div class="line"><a name="l00253"></a><span class="lineno">  253</span>&#160;        <span class="keywordflow">return</span> -1;</div><div class="line"><a name="l00254"></a><span class="lineno">  254</span>&#160;    }</div><div class="line"><a name="l00255"></a><span class="lineno">  255</span>&#160;    <span class="keyword">const</span> std::string imagePath(cmdline.GetInputFileName());</div><div class="line"><a name="l00256"></a><span class="lineno">  256</span>&#160;    <span class="keyword">const</span> std::string outputPath(cmdline.GetOutputFileName());</div><div class="line"><a name="l00257"></a><span class="lineno">  257</span>&#160;    <span class="keyword">const</span> <a class="code" href="_image_tensor_generator_8hpp.html#a7599848540a5f43e977119c054b3563e">SupportedFrontend</a>&amp; modelFormat(cmdline.GetModelFormat());</div><div class="line"><a name="l00258"></a><span class="lineno">  258</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearmnn.html#ad8ed01ff3ff33333d8e19db4d2818bb6">armnn::DataType</a> outputType(cmdline.GetOutputType());</div><div class="line"><a name="l00259"></a><span class="lineno">  259</span>&#160;    <span class="keyword">const</span> <span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> newWidth  = cmdline.GetNewWidth();</div><div class="line"><a name="l00260"></a><span class="lineno">  260</span>&#160;    <span class="keyword">const</span> <span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> newHeight = cmdline.GetNewHeight();</div><div class="line"><a name="l00261"></a><span class="lineno">  261</span>&#160;    <span class="keyword">const</span> <span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> batchSize = 1;</div><div class="line"><a name="l00262"></a><span class="lineno">  262</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearmnn.html#ad1d5cce2d9e9a5d61c243e5c989112e0">armnn::DataLayout</a> outputLayout(cmdline.GetLayout());</div><div class="line"><a name="l00263"></a><span class="lineno">  263</span>&#160;</div><div class="line"><a name="l00264"></a><span class="lineno">  264</span>&#160;    <span class="keyword">using</span> <a class="code" href="_model_accuracy_checker_test_8cpp.html#a9eb69ebdaf4ceb8014e7c8a540266100">TContainer</a> = boost::variant&lt;std::vector&lt;float&gt;, std::vector&lt;int&gt;, std::vector&lt;uint8_t&gt;&gt;;</div><div class="line"><a name="l00265"></a><span class="lineno">  265</span>&#160;    std::vector&lt;TContainer&gt; imageDataContainers;</div><div class="line"><a name="l00266"></a><span class="lineno">  266</span>&#160; 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               imageDataContainers.push_back(<a class="code" href="_image_tensor_generator_8hpp.html#ac1e8e68c74e5d1c8fd19a91a68de3cb7">PrepareImageTensor&lt;int&gt;</a>(</div><div class="line"><a name="l00273"></a><span class="lineno">  273</span>&#160;                    imagePath, newWidth, newHeight, normParams, batchSize, outputLayout));</div><div class="line"><a name="l00274"></a><span class="lineno">  274</span>&#160;                <span class="keywordflow">break</span>;</div><div class="line"><a name="l00275"></a><span class="lineno">  275</span>&#160;            <span class="keywordflow">case</span> <a class="code" href="namespacearmnn.html#ad8ed01ff3ff33333d8e19db4d2818bb6a0a3f57c876f5a230244c38e1453a8a6e">armnn::DataType::QAsymmU8</a>:</div><div class="line"><a name="l00276"></a><span class="lineno">  276</span>&#160;                imageDataContainers.push_back(<a class="code" href="_image_tensor_generator_8hpp.html#ac372cd2b257f33f29999217e1d2d8a37">PrepareImageTensor&lt;uint8_t&gt;</a>(</div><div class="line"><a name="l00277"></a><span class="lineno">  277</span>&#160;                    imagePath, newWidth, newHeight, normParams, batchSize, outputLayout));</div><div class="line"><a name="l00278"></a><span class="lineno">  278</span>&#160;                <span class="keywordflow">break</span>;</div><div class="line"><a name="l00279"></a><span class="lineno">  279</span>&#160;            <span class="keywordflow">case</span> <a class="code" href="namespacearmnn.html#ad8ed01ff3ff33333d8e19db4d2818bb6a166495adc0d0f53bee6baecc577f5204">armnn::DataType::Float32</a>:</div><div class="line"><a name="l00280"></a><span class="lineno">  280</span>&#160;            <span class="keywordflow">default</span>:</div><div class="line"><a name="l00281"></a><span class="lineno">  281</span>&#160;                imageDataContainers.push_back(<a class="code" href="_image_tensor_generator_8hpp.html#affacfe95f011fce3b897b2745880f82a">PrepareImageTensor&lt;float&gt;</a>(</div><div class="line"><a name="l00282"></a><span class="lineno">  282</span>&#160;                    imagePath, newWidth, newHeight, normParams, batchSize, outputLayout));</div><div class="line"><a name="l00283"></a><span class="lineno">  283</span>&#160;                <span class="keywordflow">break</span>;</div><div class="line"><a name="l00284"></a><span class="lineno">  284</span>&#160;        }</div><div class="line"><a name="l00285"></a><span class="lineno">  285</span>&#160;    }</div><div class="line"><a name="l00286"></a><span class="lineno">  286</span>&#160;    <span class="keywordflow">catch</span> (<span class="keyword">const</span> <a class="code" href="class_inference_test_image_exception.html">InferenceTestImageException</a>&amp; e)</div><div class="line"><a name="l00287"></a><span class="lineno">  287</span>&#160;    {</div><div class="line"><a name="l00288"></a><span class="lineno">  288</span>&#160;        <a class="code" href="_logging_8hpp.html#a7b6ad073975f437ec38ca7d20154727f">ARMNN_LOG</a>(fatal) &lt;&lt; <span class="stringliteral">&quot;Failed to load image file &quot;</span> &lt;&lt; imagePath &lt;&lt; <span class="stringliteral">&quot; with error: &quot;</span> &lt;&lt; e.<a class="code" href="classarmnn_1_1_exception.html#abf843cbb29dec939d0731e491bab6f70">what</a>();</div><div class="line"><a name="l00289"></a><span class="lineno">  289</span>&#160;        <span class="keywordflow">return</span> -1;</div><div class="line"><a name="l00290"></a><span class="lineno">  290</span>&#160;    }</div><div class="line"><a name="l00291"></a><span class="lineno">  291</span>&#160;</div><div class="line"><a name="l00292"></a><span class="lineno">  292</span>&#160;    std::ofstream imageTensorFile;</div><div class="line"><a name="l00293"></a><span class="lineno">  293</span>&#160;    imageTensorFile.open(outputPath, std::ofstream::out);</div><div class="line"><a name="l00294"></a><span class="lineno">  294</span>&#160;    <span class="keywordflow">if</span> (imageTensorFile.is_open())</div><div class="line"><a name="l00295"></a><span class="lineno">  295</span>&#160;    {</div><div class="line"><a name="l00296"></a><span class="lineno">  296</span>&#160;        boost::apply_visitor([&amp;imageTensorFile](<span class="keyword">auto</span>&amp;&amp; imageData) { <a class="code" href="_image_tensor_generator_8hpp.html#a292c4c49fc943bfcb7ee1ce1435d4690">WriteImageTensorImpl</a>(imageData, imageTensorFile); },</div><div class="line"><a name="l00297"></a><span class="lineno">  297</span>&#160;                             imageDataContainers[0]);</div><div class="line"><a name="l00298"></a><span class="lineno">  298</span>&#160;        <span class="keywordflow">if</span> (!imageTensorFile)</div><div class="line"><a name="l00299"></a><span class="lineno">  299</span>&#160;        {</div><div class="line"><a name="l00300"></a><span class="lineno">  300</span>&#160;            <a class="code" href="_logging_8hpp.html#a7b6ad073975f437ec38ca7d20154727f">ARMNN_LOG</a>(fatal) &lt;&lt; <span class="stringliteral">&quot;Failed to write to output file&quot;</span> &lt;&lt; outputPath;</div><div class="line"><a name="l00301"></a><span class="lineno">  301</span>&#160;            imageTensorFile.close();</div><div class="line"><a name="l00302"></a><span class="lineno">  302</span>&#160;            <span class="keywordflow">return</span> -1;</div><div class="line"><a name="l00303"></a><span class="lineno">  303</span>&#160;        }</div><div class="line"><a name="l00304"></a><span class="lineno">  304</span>&#160;        imageTensorFile.close();</div><div class="line"><a name="l00305"></a><span class="lineno">  305</span>&#160;    }</div><div class="line"><a name="l00306"></a><span class="lineno">  306</span>&#160;    <span class="keywordflow">else</span></div><div class="line"><a name="l00307"></a><span class="lineno">  307</span>&#160;    {</div><div class="line"><a name="l00308"></a><span class="lineno">  308</span>&#160;        <a class="code" href="_logging_8hpp.html#a7b6ad073975f437ec38ca7d20154727f">ARMNN_LOG</a>(fatal) &lt;&lt; <span class="stringliteral">&quot;Failed to open output file&quot;</span> &lt;&lt; outputPath;</div><div class="line"><a name="l00309"></a><span class="lineno">  309</span>&#160;        <span class="keywordflow">return</span> -1;</div><div class="line"><a name="l00310"></a><span class="lineno">  310</span>&#160;    }</div><div class="line"><a name="l00311"></a><span class="lineno">  311</span>&#160;</div><div class="line"><a name="l00312"></a><span class="lineno">  312</span>&#160;    <span class="keywordflow">return</span> 0;</div><div class="line"><a name="l00313"></a><span class="lineno">  313</span>&#160;}</div><div class="ttc" id="namespacearmnn_html_ad8ed01ff3ff33333d8e19db4d2818bb6a0a3f57c876f5a230244c38e1453a8a6e"><div class="ttname"><a href="namespacearmnn.html#ad8ed01ff3ff33333d8e19db4d2818bb6a0a3f57c876f5a230244c38e1453a8a6e">armnn::DataType::QAsymmU8</a></div></div>
+<div class="ttc" id="_image_tensor_generator_8hpp_html_ac372cd2b257f33f29999217e1d2d8a37"><div class="ttname"><a href="_image_tensor_generator_8hpp.html#ac372cd2b257f33f29999217e1d2d8a37">PrepareImageTensor&lt; uint8_t &gt;</a></div><div class="ttdeci">std::vector&lt; uint8_t &gt; PrepareImageTensor&lt; uint8_t &gt;(const std::string &amp;imagePath, unsigned int newWidth, unsigned int newHeight, const NormalizationParameters &amp;normParams, unsigned int batchSize, const armnn::DataLayout &amp;outputLayout)</div><div class="ttdef"><b>Definition:</b> <a href="_image_tensor_generator_8hpp_source.html#l00148">ImageTensorGenerator.hpp:148</a></div></div>
+<div class="ttc" id="namespacearmnn_html_ad8ed01ff3ff33333d8e19db4d2818bb6a166495adc0d0f53bee6baecc577f5204"><div class="ttname"><a href="namespacearmnn.html#ad8ed01ff3ff33333d8e19db4d2818bb6a166495adc0d0f53bee6baecc577f5204">armnn::DataType::Float32</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="classarmnn_1_1_exception_html_abf843cbb29dec939d0731e491bab6f70"><div class="ttname"><a href="classarmnn_1_1_exception.html#abf843cbb29dec939d0731e491bab6f70">armnn::Exception::what</a></div><div class="ttdeci">virtual const char * what() const noexcept override</div><div class="ttdef"><b>Definition:</b> <a href="_exceptions_8cpp_source.html#l00032">Exceptions.cpp:32</a></div></div>
+<div class="ttc" id="_image_tensor_generator_8hpp_html_affacfe95f011fce3b897b2745880f82a"><div class="ttname"><a href="_image_tensor_generator_8hpp.html#affacfe95f011fce3b897b2745880f82a">PrepareImageTensor&lt; float &gt;</a></div><div class="ttdeci">std::vector&lt; float &gt; PrepareImageTensor&lt; float &gt;(const std::string &amp;imagePath, unsigned int newWidth, unsigned int newHeight, const NormalizationParameters &amp;normParams, unsigned int batchSize, const armnn::DataLayout &amp;outputLayout)</div><div class="ttdef"><b>Definition:</b> <a href="_image_tensor_generator_8hpp_source.html#l00091">ImageTensorGenerator.hpp:91</a></div></div>
+<div class="ttc" id="namespacearmnn_html_ad8ed01ff3ff33333d8e19db4d2818bb6accedffbc6e5308e33d3843e8bdc0dad7"><div class="ttname"><a href="namespacearmnn.html#ad8ed01ff3ff33333d8e19db4d2818bb6accedffbc6e5308e33d3843e8bdc0dad7">armnn::DataType::Signed32</a></div></div>
+<div class="ttc" id="_image_tensor_generator_8hpp_html_ac1e8e68c74e5d1c8fd19a91a68de3cb7"><div class="ttname"><a href="_image_tensor_generator_8hpp.html#ac1e8e68c74e5d1c8fd19a91a68de3cb7">PrepareImageTensor&lt; int &gt;</a></div><div class="ttdeci">std::vector&lt; int &gt; PrepareImageTensor&lt; int &gt;(const std::string &amp;imagePath, unsigned int newWidth, unsigned int newHeight, const NormalizationParameters &amp;normParams, unsigned int batchSize, const armnn::DataLayout &amp;outputLayout)</div><div class="ttdef"><b>Definition:</b> <a href="_image_tensor_generator_8hpp_source.html#l00128">ImageTensorGenerator.hpp:128</a></div></div>
+<div class="ttc" id="_model_accuracy_checker_test_8cpp_html_a9eb69ebdaf4ceb8014e7c8a540266100"><div class="ttname"><a href="_model_accuracy_checker_test_8cpp.html#a9eb69ebdaf4ceb8014e7c8a540266100">TContainer</a></div><div class="ttdeci">boost::variant&lt; std::vector&lt; float &gt;, std::vector&lt; int &gt;, std::vector&lt; unsigned char &gt; &gt; TContainer</div><div class="ttdef"><b>Definition:</b> <a href="_model_accuracy_checker_test_8cpp_source.html#l00059">ModelAccuracyCheckerTest.cpp:59</a></div></div>
+<div class="ttc" id="class_inference_test_image_exception_html"><div class="ttname"><a href="class_inference_test_image_exception.html">InferenceTestImageException</a></div><div class="ttdef"><b>Definition:</b> <a href="_inference_test_image_8hpp_source.html#l00015">InferenceTestImage.hpp:15</a></div></div>
+<div class="ttc" id="namespacearmnn_html_ad1d5cce2d9e9a5d61c243e5c989112e0"><div class="ttname"><a href="namespacearmnn.html#ad1d5cce2d9e9a5d61c243e5c989112e0">armnn::DataLayout</a></div><div class="ttdeci">DataLayout</div><div class="ttdef"><b>Definition:</b> <a href="_types_8hpp_source.html#l00048">Types.hpp:48</a></div></div>
+<div class="ttc" id="namespacearmnn_html_ad8ed01ff3ff33333d8e19db4d2818bb6"><div class="ttname"><a href="namespacearmnn.html#ad8ed01ff3ff33333d8e19db4d2818bb6">armnn::DataType</a></div><div class="ttdeci">DataType</div><div class="ttdef"><b>Definition:</b> <a href="_types_8hpp_source.html#l00032">Types.hpp:32</a></div></div>
+<div class="ttc" id="_image_tensor_generator_8hpp_html_a292c4c49fc943bfcb7ee1ce1435d4690"><div class="ttname"><a href="_image_tensor_generator_8hpp.html#a292c4c49fc943bfcb7ee1ce1435d4690">WriteImageTensorImpl</a></div><div class="ttdeci">void WriteImageTensorImpl(const std::vector&lt; ElemType &gt; &amp;imageData, std::ofstream &amp;imageTensorFile)</div><div class="ttdef"><b>Definition:</b> <a href="_image_tensor_generator_8hpp_source.html#l00172">ImageTensorGenerator.hpp:172</a></div></div>
+<div class="ttc" id="struct_normalization_parameters_html"><div class="ttname"><a href="struct_normalization_parameters.html">NormalizationParameters</a></div><div class="ttdef"><b>Definition:</b> <a href="_image_tensor_generator_8hpp_source.html#l00018">ImageTensorGenerator.hpp:18</a></div></div>
+<div class="ttc" id="_image_tensor_generator_8hpp_html_a572494250ece8d94b68ea490d0bf46e4"><div class="ttname"><a href="_image_tensor_generator_8hpp.html#a572494250ece8d94b68ea490d0bf46e4">GetNormalizationParameters</a></div><div class="ttdeci">NormalizationParameters GetNormalizationParameters(const SupportedFrontend &amp;modelFormat, const armnn::DataType &amp;outputType)</div><div class="ttdef"><b>Definition:</b> <a href="_image_tensor_generator_8hpp_source.html#l00039">ImageTensorGenerator.hpp:39</a></div></div>
+<div class="ttc" id="_image_tensor_generator_8hpp_html_a7599848540a5f43e977119c054b3563e"><div class="ttname"><a href="_image_tensor_generator_8hpp.html#a7599848540a5f43e977119c054b3563e">SupportedFrontend</a></div><div class="ttdeci">SupportedFrontend</div><div class="ttdef"><b>Definition:</b> <a href="_image_tensor_generator_8hpp_source.html#l00025">ImageTensorGenerator.hpp:25</a></div></div>
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