Ryan OShea | de36e4a | 2020-03-13 16:26:19 +0000 | [diff] [blame] | 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/TfLiteMobilenetV2Quantized-Armnn/TfLiteMobilenetV2Quantized-Armnn.cpp File Reference</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 |  <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_lite_mobilenet_v2_quantized-_armnn_8cpp.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="summary"> |
| 84 | <a href="#func-members">Functions</a> </div> |
| 85 | <div class="headertitle"> |
| 86 | <div class="title">TfLiteMobilenetV2Quantized-Armnn.cpp File Reference</div> </div> |
| 87 | </div><!--header--> |
| 88 | <div class="contents"> |
| 89 | <div class="textblock"><code>#include "<a class="el" href="_inference_test_8hpp_source.html">../InferenceTest.hpp</a>"</code><br /> |
| 90 | <code>#include "<a class="el" href="_image_preprocessor_8hpp_source.html">../ImagePreprocessor.hpp</a>"</code><br /> |
| 91 | <code>#include "<a class="el" href="_i_tf_lite_parser_8hpp_source.html">armnnTfLiteParser/ITfLiteParser.hpp</a>"</code><br /> |
| 92 | </div> |
| 93 | <p><a href="_tf_lite_mobilenet_v2_quantized-_armnn_8cpp_source.html">Go to the source code of this file.</a></p> |
| 94 | <table class="memberdecls"> |
| 95 | <tr class="heading"><td colspan="2"><h2 class="groupheader"><a name="func-members"></a> |
| 96 | Functions</h2></td></tr> |
| 97 | <tr class="memitem:a0ddf1224851353fc92bfbff6f499fa97"><td class="memItemLeft" align="right" valign="top">int </td><td class="memItemRight" valign="bottom"><a class="el" href="_tf_lite_mobilenet_v2_quantized-_armnn_8cpp.html#a0ddf1224851353fc92bfbff6f499fa97">main</a> (int argc, char *argv[])</td></tr> |
| 98 | <tr class="separator:a0ddf1224851353fc92bfbff6f499fa97"><td class="memSeparator" colspan="2"> </td></tr> |
| 99 | </table> |
| 100 | <h2 class="groupheader">Function Documentation</h2> |
| 101 | <a id="a0ddf1224851353fc92bfbff6f499fa97"></a> |
| 102 | <h2 class="memtitle"><span class="permalink"><a href="#a0ddf1224851353fc92bfbff6f499fa97">◆ </a></span>main()</h2> |
| 103 | |
| 104 | <div class="memitem"> |
| 105 | <div class="memproto"> |
| 106 | <table class="memname"> |
| 107 | <tr> |
| 108 | <td class="memname">int main </td> |
| 109 | <td>(</td> |
| 110 | <td class="paramtype">int </td> |
| 111 | <td class="paramname"><em>argc</em>, </td> |
| 112 | </tr> |
| 113 | <tr> |
| 114 | <td class="paramkey"></td> |
| 115 | <td></td> |
| 116 | <td class="paramtype">char * </td> |
| 117 | <td class="paramname"><em>argv</em>[] </td> |
| 118 | </tr> |
| 119 | <tr> |
| 120 | <td></td> |
| 121 | <td>)</td> |
| 122 | <td></td><td></td> |
| 123 | </tr> |
| 124 | </table> |
| 125 | </div><div class="memdoc"> |
| 126 | |
| 127 | <p class="definition">Definition at line <a class="el" href="_tf_lite_mobilenet_v2_quantized-_armnn_8cpp_source.html#l00011">11</a> of file <a class="el" href="_tf_lite_mobilenet_v2_quantized-_armnn_8cpp_source.html">TfLiteMobilenetV2Quantized-Armnn.cpp</a>.</p> |
| 128 | |
| 129 | <p class="reference">References <a class="el" href="_inference_test_8inl_source.html#l00352">armnn::test::ClassifierInferenceTestMain()</a>.</p> |
| 130 | <div class="fragment"><div class="line"><a name="l00012"></a><span class="lineno"> 12</span> {</div><div class="line"><a name="l00013"></a><span class="lineno"> 13</span>  <span class="keywordtype">int</span> retVal = EXIT_FAILURE;</div><div class="line"><a name="l00014"></a><span class="lineno"> 14</span>  <span class="keywordflow">try</span></div><div class="line"><a name="l00015"></a><span class="lineno"> 15</span>  {</div><div class="line"><a name="l00016"></a><span class="lineno"> 16</span>  <span class="comment">// Coverity fix: The following code may throw an exception of type std::length_error.</span></div><div class="line"><a name="l00017"></a><span class="lineno"> 17</span>  std::vector<ImageSet> imageSet =</div><div class="line"><a name="l00018"></a><span class="lineno"> 18</span>  {</div><div class="line"><a name="l00019"></a><span class="lineno"> 19</span>  {<span class="stringliteral">"Dog.jpg"</span>, 209},</div><div class="line"><a name="l00020"></a><span class="lineno"> 20</span>  {<span class="stringliteral">"Cat.jpg"</span>, 283},</div><div class="line"><a name="l00021"></a><span class="lineno"> 21</span>  {<span class="stringliteral">"shark.jpg"</span>, 3},</div><div class="line"><a name="l00022"></a><span class="lineno"> 22</span>  };</div><div class="line"><a name="l00023"></a><span class="lineno"> 23</span> </div><div class="line"><a name="l00024"></a><span class="lineno"> 24</span>  <a class="code" href="classarmnn_1_1_tensor_shape.html">armnn::TensorShape</a> inputTensorShape({ 1, 224, 224, 3 });</div><div class="line"><a name="l00025"></a><span class="lineno"> 25</span> </div><div class="line"><a name="l00026"></a><span class="lineno"> 26</span>  <span class="keyword">using</span> <a class="code" href="namespacearmnn.html#ad8ed01ff3ff33333d8e19db4d2818bb6">DataType</a> = uint8_t;</div><div class="line"><a name="l00027"></a><span class="lineno"> 27</span>  <span class="keyword">using</span> DatabaseType = <a class="code" href="class_image_preprocessor.html">ImagePreprocessor<DataType></a>;</div><div class="line"><a name="l00028"></a><span class="lineno"> 28</span>  <span class="keyword">using</span> ParserType = <a class="code" href="classarmnn_tf_lite_parser_1_1_i_tf_lite_parser.html">armnnTfLiteParser::ITfLiteParser</a>;</div><div class="line"><a name="l00029"></a><span class="lineno"> 29</span>  <span class="keyword">using</span> ModelType = <a class="code" href="class_inference_model.html">InferenceModel<ParserType, DataType></a>;</div><div class="line"><a name="l00030"></a><span class="lineno"> 30</span> </div><div class="line"><a name="l00031"></a><span class="lineno"> 31</span>  <span class="comment">// Coverity fix: ClassifierInferenceTestMain() may throw uncaught exceptions.</span></div><div class="line"><a name="l00032"></a><span class="lineno"> 32</span>  retVal = <a class="code" href="namespacearmnn_1_1test.html#a47dfae02e22fcca1b6b784873b0328d9">armnn::test::ClassifierInferenceTestMain</a><DatabaseType,</div><div class="line"><a name="l00033"></a><span class="lineno"> 33</span>  ParserType>(</div><div class="line"><a name="l00034"></a><span class="lineno"> 34</span>  argc, argv,</div><div class="line"><a name="l00035"></a><span class="lineno"> 35</span>  <span class="stringliteral">"mobilenet_v2_1.0_224_quant.tflite"</span>, <span class="comment">// model name</span></div><div class="line"><a name="l00036"></a><span class="lineno"> 36</span>  <span class="keyword">true</span>, <span class="comment">// model is binary</span></div><div class="line"><a name="l00037"></a><span class="lineno"> 37</span>  <span class="stringliteral">"input"</span>, <span class="comment">// input tensor name</span></div><div class="line"><a name="l00038"></a><span class="lineno"> 38</span>  <span class="stringliteral">"output"</span>, <span class="comment">// output tensor name</span></div><div class="line"><a name="l00039"></a><span class="lineno"> 39</span>  { 0, 1, 2 }, <span class="comment">// test images to test with as above</span></div><div class="line"><a name="l00040"></a><span class="lineno"> 40</span>  [&imageSet](<span class="keyword">const</span> <span class="keywordtype">char</span>* dataDir, <span class="keyword">const</span> ModelType &) {</div><div class="line"><a name="l00041"></a><span class="lineno"> 41</span>  <span class="comment">// we need to get the input quantization parameters from</span></div><div class="line"><a name="l00042"></a><span class="lineno"> 42</span>  <span class="comment">// the parsed model</span></div><div class="line"><a name="l00043"></a><span class="lineno"> 43</span>  <span class="keywordflow">return</span> DatabaseType(</div><div class="line"><a name="l00044"></a><span class="lineno"> 44</span>  dataDir,</div><div class="line"><a name="l00045"></a><span class="lineno"> 45</span>  224,</div><div class="line"><a name="l00046"></a><span class="lineno"> 46</span>  224,</div><div class="line"><a name="l00047"></a><span class="lineno"> 47</span>  imageSet,</div><div class="line"><a name="l00048"></a><span class="lineno"> 48</span>  1);</div><div class="line"><a name="l00049"></a><span class="lineno"> 49</span>  },</div><div class="line"><a name="l00050"></a><span class="lineno"> 50</span>  &inputTensorShape);</div><div class="line"><a name="l00051"></a><span class="lineno"> 51</span>  }</div><div class="line"><a name="l00052"></a><span class="lineno"> 52</span>  <span class="keywordflow">catch</span> (<span class="keyword">const</span> std::exception& e)</div><div class="line"><a name="l00053"></a><span class="lineno"> 53</span>  {</div><div class="line"><a name="l00054"></a><span class="lineno"> 54</span>  <span class="comment">// Coverity fix: BOOST_LOG_TRIVIAL (typically used to report errors) may throw an</span></div><div class="line"><a name="l00055"></a><span class="lineno"> 55</span>  <span class="comment">// exception of type std::length_error.</span></div><div class="line"><a name="l00056"></a><span class="lineno"> 56</span>  <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="l00057"></a><span class="lineno"> 57</span>  std::cerr << <span class="stringliteral">"WARNING: "</span> << *argv << <span class="stringliteral">": An error has occurred when running "</span></div><div class="line"><a name="l00058"></a><span class="lineno"> 58</span>  <span class="stringliteral">"the classifier inference tests: "</span> << e.what() << std::endl;</div><div class="line"><a name="l00059"></a><span class="lineno"> 59</span>  }</div><div class="line"><a name="l00060"></a><span class="lineno"> 60</span>  <span class="keywordflow">return</span> retVal;</div><div class="line"><a name="l00061"></a><span class="lineno"> 61</span> }</div><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> |
| 131 | <div class="ttc" id="namespacearmnn_1_1test_html_a47dfae02e22fcca1b6b784873b0328d9"><div class="ttname"><a href="namespacearmnn_1_1test.html#a47dfae02e22fcca1b6b784873b0328d9">armnn::test::ClassifierInferenceTestMain</a></div><div class="ttdeci">int ClassifierInferenceTestMain(int argc, char *argv[], const char *modelFilename, bool isModelBinary, const char *inputBindingName, const char *outputBindingName, const std::vector< unsigned int > &defaultTestCaseIds, TConstructDatabaseCallable constructDatabase, const armnn::TensorShape *inputTensorShape=nullptr)</div><div class="ttdef"><b>Definition:</b> <a href="_inference_test_8inl_source.html#l00352">InferenceTest.inl:352</a></div></div> |
| 132 | <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> |
| 133 | <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> |
| 134 | <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> |
| 135 | <div class="ttc" id="classarmnn_tf_lite_parser_1_1_i_tf_lite_parser_html"><div class="ttname"><a href="classarmnn_tf_lite_parser_1_1_i_tf_lite_parser.html">armnnTfLiteParser::ITfLiteParser</a></div><div class="ttdef"><b>Definition:</b> <a href="_i_tf_lite_parser_8hpp_source.html#l00025">ITfLiteParser.hpp:25</a></div></div> |
| 136 | </div><!-- fragment --> |
| 137 | </div> |
| 138 | </div> |
| 139 | </div><!-- contents --> |
| 140 | </div><!-- doc-content --> |
| 141 | <!-- start footer part --> |
| 142 | <div id="nav-path" class="navpath"><!-- id is needed for treeview function! --> |
| 143 | <ul> |
| 144 | <li class="navelem"><a class="el" href="dir_59425e443f801f1f2fd8bbe4959a3ccf.html">tests</a></li><li class="navelem"><a class="el" href="dir_1075e102905d1a36e67f4e04b4e0e2a5.html">TfLiteMobilenetV2Quantized-Armnn</a></li><li class="navelem"><a class="el" href="_tf_lite_mobilenet_v2_quantized-_armnn_8cpp.html">TfLiteMobilenetV2Quantized-Armnn.cpp</a></li> |
| 145 | <li class="footer">Generated on Fri Mar 13 2020 16:07:01 for ArmNN by |
| 146 | <a href="http://www.doxygen.org/index.html"> |
| 147 | <img class="footer" src="doxygen.png" alt="doxygen"/></a> 1.8.13 </li> |
| 148 | </ul> |
| 149 | </div> |
| 150 | </body> |
| 151 | </html> |