Documentation/_tf_inception_v3-_armnn_8cpp_source.html

   1 <!DOCTYPE html PUBLIC "-//W3C//DTD XHTML 1.0 Transitional//EN" "http://www.w3.org/TR/xhtml1/DTD/xhtml1-transitional.dtd">
   2 <html xmlns="http://www.w3.org/1999/xhtml">
   3 <head>
   4 <meta http-equiv="Content-Type" content="text/xhtml;charset=UTF-8"/>
   5 <meta http-equiv="X-UA-Compatible" content="IE=9"/>
   6 <meta name="generator" content="Doxygen 1.8.13"/>
   7 <meta name="viewport" content="width=device-width, initial-scale=1"/>
   8 <title>ArmNN: tests/TfInceptionV3-Armnn/TfInceptionV3-Armnn.cpp Source File</title>
   9 <link href="tabs.css" rel="stylesheet" type="text/css"/>
  10 <script type="text/javascript" src="jquery.js"></script>
  11 <script type="text/javascript" src="dynsections.js"></script>
  12 <link href="navtree.css" rel="stylesheet" type="text/css"/>
  13 <script type="text/javascript" src="resize.js"></script>
  14 <script type="text/javascript" src="navtreedata.js"></script>
  15 <script type="text/javascript" src="navtree.js"></script>
  16 <script type="text/javascript">
  17   $(document).ready(initResizable);
  18 </script>
  19 <link href="search/search.css" rel="stylesheet" type="text/css"/>
  20 <script type="text/javascript" src="search/searchdata.js"></script>
  21 <script type="text/javascript" src="search/search.js"></script>
  22 <link href="doxygen.css" rel="stylesheet" type="text/css" />
  23 </head>
  24 <body>
  25 <div id="top"><!-- do not remove this div, it is closed by doxygen! -->
  26 <div id="titlearea">
  27 <table cellspacing="0" cellpadding="0">
  28  <tbody>
  29  <tr style="height: 56px;">
  30   <td id="projectalign" style="padding-left: 0.5em;">
  31    <div id="projectname">ArmNN
  32    &#160;<span id="projectnumber">NotReleased</span>
  33    </div>
  34   </td>
  35  </tr>
  36  </tbody>
  37 </table>
  38 </div>
  39 <!-- end header part -->
  40 <!-- Generated by Doxygen 1.8.13 -->
  41 <script type="text/javascript">
  42 var searchBox = new SearchBox("searchBox", "search",false,'Search');
  43 </script>
  44 <script type="text/javascript" src="menudata.js"></script>
  45 <script type="text/javascript" src="menu.js"></script>
  46 <script type="text/javascript">
  47 $(function() {
  48   initMenu('',true,false,'search.php','Search');
  49   $(document).ready(function() { init_search(); });
  50 });
  51 </script>
  52 <div id="main-nav"></div>
  53 </div><!-- top -->
  54 <div id="side-nav" class="ui-resizable side-nav-resizable">
  55   <div id="nav-tree">
  56     <div id="nav-tree-contents">
  57       <div id="nav-sync" class="sync"></div>
  58     </div>
  59   </div>
  60   <div id="splitbar" style="-moz-user-select:none;"
  61        class="ui-resizable-handle">
  62   </div>
  63 </div>
  64 <script type="text/javascript">
  65 $(document).ready(function(){initNavTree('_tf_inception_v3-_armnn_8cpp_source.html','');});
  66 </script>
  67 <div id="doc-content">
  68 <!-- window showing the filter options -->
  69 <div id="MSearchSelectWindow"
  70      onmouseover="return searchBox.OnSearchSelectShow()"
  71      onmouseout="return searchBox.OnSearchSelectHide()"
  72      onkeydown="return searchBox.OnSearchSelectKey(event)">
  73 </div>
  74
  75 <!-- iframe showing the search results (closed by default) -->
  76 <div id="MSearchResultsWindow">
  77 <iframe src="javascript:void(0)" frameborder="0"
  78         name="MSearchResults" id="MSearchResults">
  79 </iframe>
  80 </div>
  81
  82 <div class="header">
  83   <div class="headertitle">
  84 <div class="title">TfInceptionV3-Armnn.cpp</div>  </div>
  85 </div><!--header-->
  86 <div class="contents">
  87 <a href="_tf_inception_v3-_armnn_8cpp.html">Go to the documentation of this file.</a><div class="fragment"><div class="line"><a name="l00001"></a><span class="lineno">    1</span>&#160;<span class="comment">//</span></div><div class="line"><a name="l00002"></a><span class="lineno">    2</span>&#160;<span class="comment">// Copyright © 2017 Arm Ltd. All rights reserved.</span></div><div class="line"><a name="l00003"></a><span class="lineno">    3</span>&#160;<span class="comment">// SPDX-License-Identifier: MIT</span></div><div class="line"><a name="l00004"></a><span class="lineno">    4</span>&#160;<span class="comment">//</span></div><div class="line"><a name="l00005"></a><span class="lineno">    5</span>&#160;<span class="preprocessor">#include &quot;../InferenceTest.hpp&quot;</span></div><div class="line"><a name="l00006"></a><span class="lineno">    6</span>&#160;<span class="preprocessor">#include &quot;../ImagePreprocessor.hpp&quot;</span></div><div class="line"><a name="l00007"></a><span class="lineno">    7</span>&#160;<span class="preprocessor">#include &quot;<a class="code" href="_i_tf_parser_8hpp.html">armnnTfParser/ITfParser.hpp</a>&quot;</span></div><div class="line"><a name="l00008"></a><span class="lineno">    8</span>&#160;</div><div class="line"><a name="l00009"></a><span class="lineno"><a class="line" href="_tf_inception_v3-_armnn_8cpp.html#a0ddf1224851353fc92bfbff6f499fa97">    9</a></span>&#160;<span class="keywordtype">int</span> <a class="code" href="_tf_inception_v3-_armnn_8cpp.html#a0ddf1224851353fc92bfbff6f499fa97">main</a>(<span class="keywordtype">int</span> argc, <span class="keywordtype">char</span>* argv[])</div><div class="line"><a name="l00010"></a><span class="lineno">   10</span>&#160;{</div><div class="line"><a name="l00011"></a><span class="lineno">   11</span>&#160;    <span class="keywordtype">int</span> retVal = EXIT_FAILURE;</div><div class="line"><a name="l00012"></a><span class="lineno">   12</span>&#160;    <span class="keywordflow">try</span></div><div class="line"><a name="l00013"></a><span class="lineno">   13</span>&#160;    {</div><div class="line"><a name="l00014"></a><span class="lineno">   14</span>&#160;        <span class="comment">// Coverity fix: The following code may throw an exception of type std::length_error.</span></div><div class="line"><a name="l00015"></a><span class="lineno">   15</span>&#160;        std::vector&lt;ImageSet&gt; imageSet =</div><div class="line"><a name="l00016"></a><span class="lineno">   16</span>&#160;        {</div><div class="line"><a name="l00017"></a><span class="lineno">   17</span>&#160;            { <span class="stringliteral">&quot;Dog.jpg&quot;</span>, 208 },</div><div class="line"><a name="l00018"></a><span class="lineno">   18</span>&#160;            <span class="comment">// Top five predictions in tensorflow:</span></div><div class="line"><a name="l00019"></a><span class="lineno">   19</span>&#160;            <span class="comment">// -----------------------------------</span></div><div class="line"><a name="l00020"></a><span class="lineno">   20</span>&#160;            <span class="comment">// 208:golden retriever 0.57466376</span></div><div class="line"><a name="l00021"></a><span class="lineno">   21</span>&#160;            <span class="comment">// 209:Labrador retriever 0.30202731</span></div><div class="line"><a name="l00022"></a><span class="lineno">   22</span>&#160;            <span class="comment">// 853:tennis ball 0.0060001756</span></div><div class="line"><a name="l00023"></a><span class="lineno">   23</span>&#160;            <span class="comment">// 223:kuvasz 0.0053707925</span></div><div class="line"><a name="l00024"></a><span class="lineno">   24</span>&#160;            <span class="comment">// 160:Rhodesian ridgeback 0.0018179063</span></div><div class="line"><a name="l00025"></a><span class="lineno">   25</span>&#160;</div><div class="line"><a name="l00026"></a><span class="lineno">   26</span>&#160;            { <span class="stringliteral">&quot;Cat.jpg&quot;</span>, 283 },</div><div class="line"><a name="l00027"></a><span class="lineno">   27</span>&#160;            <span class="comment">// Top five predictions in tensorflow:</span></div><div class="line"><a name="l00028"></a><span class="lineno">   28</span>&#160;            <span class="comment">// -----------------------------------</span></div><div class="line"><a name="l00029"></a><span class="lineno">   29</span>&#160;            <span class="comment">// 283:tiger cat 0.4667799</span></div><div class="line"><a name="l00030"></a><span class="lineno">   30</span>&#160;            <span class="comment">// 282:tabby, tabby cat 0.32511184</span></div><div class="line"><a name="l00031"></a><span class="lineno">   31</span>&#160;            <span class="comment">// 286:Egyptian cat 0.1038616</span></div><div class="line"><a name="l00032"></a><span class="lineno">   32</span>&#160;            <span class="comment">// 288:lynx, catamount 0.0017019814</span></div><div class="line"><a name="l00033"></a><span class="lineno">   33</span>&#160;            <span class="comment">// 284:Persian cat 0.0011340436</span></div><div class="line"><a name="l00034"></a><span class="lineno">   34</span>&#160;</div><div class="line"><a name="l00035"></a><span class="lineno">   35</span>&#160;            { <span class="stringliteral">&quot;shark.jpg&quot;</span>, 3 },</div><div class="line"><a name="l00036"></a><span class="lineno">   36</span>&#160;            <span class="comment">// Top five predictions in tensorflow:</span></div><div class="line"><a name="l00037"></a><span class="lineno">   37</span>&#160;            <span class="comment">// -----------------------------------</span></div><div class="line"><a name="l00038"></a><span class="lineno">   38</span>&#160;            <span class="comment">// 3:great white shark, white shark, ... 0.98808634</span></div><div class="line"><a name="l00039"></a><span class="lineno">   39</span>&#160;            <span class="comment">// 148:grey whale, gray whale, ... 0.00070245547</span></div><div class="line"><a name="l00040"></a><span class="lineno">   40</span>&#160;            <span class="comment">// 234:Bouvier des Flandres, ... 0.00024639888</span></div><div class="line"><a name="l00041"></a><span class="lineno">   41</span>&#160;            <span class="comment">// 149:killer whale, killer, ... 0.00014115588</span></div><div class="line"><a name="l00042"></a><span class="lineno">   42</span>&#160;            <span class="comment">// 95:hummingbird 0.00011129203</span></div><div class="line"><a name="l00043"></a><span class="lineno">   43</span>&#160;        };</div><div class="line"><a name="l00044"></a><span class="lineno">   44</span>&#160;</div><div class="line"><a name="l00045"></a><span class="lineno">   45</span>&#160;        <a class="code" href="classarmnn_1_1_tensor_shape.html">armnn::TensorShape</a> inputTensorShape({ 1, 299, 299, 3 });</div><div class="line"><a name="l00046"></a><span class="lineno">   46</span>&#160;</div><div class="line"><a name="l00047"></a><span class="lineno">   47</span>&#160;        <span class="keyword">using</span> <a class="code" href="namespacearmnn.html#ad8ed01ff3ff33333d8e19db4d2818bb6">DataType</a> = float;</div><div class="line"><a name="l00048"></a><span class="lineno">   48</span>&#160;        <span class="keyword">using</span> DatabaseType = <a class="code" href="class_image_preprocessor.html">ImagePreprocessor&lt;float&gt;</a>;</div><div class="line"><a name="l00049"></a><span class="lineno">   49</span>&#160;        <span class="keyword">using</span> ParserType = <a class="code" href="classarmnn_tf_parser_1_1_i_tf_parser.html">armnnTfParser::ITfParser</a>;</div><div class="line"><a name="l00050"></a><span class="lineno">   50</span>&#160;        <span class="keyword">using</span> ModelType = <a class="code" href="class_inference_model.html">InferenceModel&lt;ParserType, DataType&gt;</a>;</div><div class="line"><a name="l00051"></a><span class="lineno">   51</span>&#160;</div><div class="line"><a name="l00052"></a><span class="lineno">   52</span>&#160;        <span class="comment">// Coverity fix: InferenceTestMain() may throw uncaught exceptions.</span></div><div class="line"><a name="l00053"></a><span class="lineno">   53</span>&#160;        retVal = armnn::test::ClassifierInferenceTestMain&lt;DatabaseType, ParserType&gt;(</div><div class="line"><a name="l00054"></a><span class="lineno">   54</span>&#160;                    argc, argv, <span class="stringliteral">&quot;inception_v3_2016_08_28_frozen.pb&quot;</span>, <span class="keyword">true</span>,</div><div class="line"><a name="l00055"></a><span class="lineno">   55</span>&#160;                    <span class="stringliteral">&quot;input&quot;</span>, <span class="stringliteral">&quot;InceptionV3/Predictions/Reshape_1&quot;</span>, { 0, 1, 2, },</div><div class="line"><a name="l00056"></a><span class="lineno">   56</span>&#160;                    [&amp;imageSet](<span class="keyword">const</span> <span class="keywordtype">char</span>* dataDir, <span class="keyword">const</span> ModelType&amp;) {</div><div class="line"><a name="l00057"></a><span class="lineno">   57</span>&#160;                        <span class="keywordflow">return</span> DatabaseType(dataDir, 299, 299, imageSet);</div><div class="line"><a name="l00058"></a><span class="lineno">   58</span>&#160;                    },</div><div class="line"><a name="l00059"></a><span class="lineno">   59</span>&#160;                    &amp;inputTensorShape);</div><div class="line"><a name="l00060"></a><span class="lineno">   60</span>&#160;    }</div><div class="line"><a name="l00061"></a><span class="lineno">   61</span>&#160;    <span class="keywordflow">catch</span> (<span class="keyword">const</span> std::exception&amp; e)</div><div class="line"><a name="l00062"></a><span class="lineno">   62</span>&#160;    {</div><div class="line"><a name="l00063"></a><span class="lineno">   63</span>&#160;        <span class="comment">// Coverity fix: BOOST_LOG_TRIVIAL (typically used to report errors) may throw an</span></div><div class="line"><a name="l00064"></a><span class="lineno">   64</span>&#160;        <span class="comment">// exception of type std::length_error.</span></div><div class="line"><a name="l00065"></a><span class="lineno">   65</span>&#160;        <span class="comment">// Using stderr instead in this context as there is no point in nesting try-catch blocks here.</span></div><div class="line"><a name="l00066"></a><span class="lineno">   66</span>&#160;        std::cerr &lt;&lt; <span class="stringliteral">&quot;WARNING: TfInceptionV3-Armnn: An error has occurred when running &quot;</span></div><div class="line"><a name="l00067"></a><span class="lineno">   67</span>&#160;                     <span class="stringliteral">&quot;the classifier inference tests: &quot;</span> &lt;&lt; e.what() &lt;&lt; std::endl;</div><div class="line"><a name="l00068"></a><span class="lineno">   68</span>&#160;    }</div><div class="line"><a name="l00069"></a><span class="lineno">   69</span>&#160;    <span class="keywordflow">return</span> retVal;</div><div class="line"><a name="l00070"></a><span class="lineno">   70</span>&#160;}</div><div class="ttc" id="_tf_inception_v3-_armnn_8cpp_html_a0ddf1224851353fc92bfbff6f499fa97"><div class="ttname"><a href="_tf_inception_v3-_armnn_8cpp.html#a0ddf1224851353fc92bfbff6f499fa97">main</a></div><div class="ttdeci">int main(int argc, char *argv[])</div><div class="ttdef"><b>Definition:</b> <a href="_tf_inception_v3-_armnn_8cpp_source.html#l00009">TfInceptionV3-Armnn.cpp:9</a></div></div>
  88 <div class="ttc" id="class_inference_model_html"><div class="ttname"><a href="class_inference_model.html">InferenceModel</a></div><div class="ttdef"><b>Definition:</b> <a href="_inference_model_8hpp_source.html#l00316">InferenceModel.hpp:316</a></div></div>
  89 <div class="ttc" id="class_image_preprocessor_html"><div class="ttname"><a href="class_image_preprocessor.html">ImagePreprocessor</a></div><div class="ttdef"><b>Definition:</b> <a href="_image_preprocessor_8hpp_source.html#l00020">ImagePreprocessor.hpp:20</a></div></div>
  90 <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>
  91 <div class="ttc" id="classarmnn_1_1_tensor_shape_html"><div class="ttname"><a href="classarmnn_1_1_tensor_shape.html">armnn::TensorShape</a></div><div class="ttdef"><b>Definition:</b> <a href="_tensor_8hpp_source.html#l00020">Tensor.hpp:20</a></div></div>
  92 <div class="ttc" id="classarmnn_tf_parser_1_1_i_tf_parser_html"><div class="ttname"><a href="classarmnn_tf_parser_1_1_i_tf_parser.html">armnnTfParser::ITfParser</a></div><div class="ttdoc">Parses a directed acyclic graph from a tensorflow protobuf file. </div><div class="ttdef"><b>Definition:</b> <a href="_i_tf_parser_8hpp_source.html#l00025">ITfParser.hpp:25</a></div></div>
  93 <div class="ttc" id="_i_tf_parser_8hpp_html"><div class="ttname"><a href="_i_tf_parser_8hpp.html">ITfParser.hpp</a></div></div>
  94 </div><!-- fragment --></div><!-- contents -->
  95 </div><!-- doc-content -->
  96 <!-- start footer part -->
  97 <div id="nav-path" class="navpath"><!-- id is needed for treeview function! -->
  98   <ul>
  99     <li class="navelem"><a class="el" href="dir_59425e443f801f1f2fd8bbe4959a3ccf.html">tests</a></li><li class="navelem"><a class="el" href="dir_da6a0802f12c31973b4970c3066af295.html">TfInceptionV3-Armnn</a></li><li class="navelem"><a class="el" href="_tf_inception_v3-_armnn_8cpp.html">TfInceptionV3-Armnn.cpp</a></li>
 100     <li class="footer">Generated on Fri Mar 13 2020 16:06:59 for ArmNN by
 101     <a href="http://www.doxygen.org/index.html">
 102     <img class="footer" src="doxygen.png" alt="doxygen"/></a> 1.8.13 </li>
 103   </ul>
 104 </div>
 105 </body>
 106 </html>