documentation/_l_s_t_m_layer_8cpp.xhtml

   1 <!-- HTML header for doxygen 1.8.9.1-->
   2 <!DOCTYPE html PUBLIC "-//W3C//DTD XHTML 1.0 Transitional//EN" "http://www.w3.org/TR/xhtml1/DTD/xhtml1-transitional.dtd">
   3 <html xmlns="http://www.w3.org/1999/xhtml">
   4 <head>
   5 <meta http-equiv="Content-Type" content="text/xhtml;charset=UTF-8"/>
   6 <meta http-equiv="X-UA-Compatible" content="IE=9"/>
   7 <meta name="generator" content="Doxygen 1.8.11"/>
   8 <meta name="robots" content="NOINDEX, NOFOLLOW" /> <!-- Prevent indexing by search engines -->
   9 <title>Compute Library: tests/validation/CL/LSTMLayer.cpp File Reference</title>
  10 <link href="tabs.css" rel="stylesheet" type="text/css"/>
  11 <script type="text/javascript" src="jquery.js"></script>
  12 <script type="text/javascript" src="dynsections.js"></script>
  13 <link href="navtree.css" rel="stylesheet" type="text/css"/>
  14 <script type="text/javascript" src="resize.js"></script>
  15 <script type="text/javascript" src="navtreedata.js"></script>
  16 <script type="text/javascript" src="navtree.js"></script>
  17 <script type="text/javascript">
  18   $(document).ready(initResizable);
  19   $(window).load(resizeHeight);
  20 </script>
  21 <link href="search/search.css" rel="stylesheet" type="text/css"/>
  22 <script type="text/javascript" src="search/searchdata.js"></script>
  23 <script type="text/javascript" src="search/search.js"></script>
  24 <script type="text/javascript">
  25   $(document).ready(function() { init_search(); });
  26 </script>
  27 <script type="text/x-mathjax-config">
  28   MathJax.Hub.Config({
  29     extensions: ["tex2jax.js"],
  30     jax: ["input/TeX","output/HTML-CSS"],
  31 });
  32 </script><script type="text/javascript" src="http://cdn.mathjax.org/mathjax/latest/MathJax.js"></script>
  33 <link href="doxygen.css" rel="stylesheet" type="text/css" />
  34 </head>
  35 <body>
  36 <div id="top"><!-- do not remove this div, it is closed by doxygen! -->
  37 <div id="titlearea">
  38 <table cellspacing="0" cellpadding="0">
  39  <tbody>
  40  <tr style="height: 56px;">
  41   <td style="padding-left: 0.5em;">
  42    <div id="projectname">Compute Library
  43    &#160;<span id="projectnumber">18.05</span>
  44    </div>
  45   </td>
  46  </tr>
  47  </tbody>
  48 </table>
  49 </div>
  50 <!-- end header part -->
  51 <!-- Generated by Doxygen 1.8.11 -->
  52 <script type="text/javascript">
  53 var searchBox = new SearchBox("searchBox", "search",false,'Search');
  54 </script>
  55   <div id="navrow1" class="tabs">
  56     <ul class="tablist">
  57       <li><a href="index.xhtml"><span>Main&#160;Page</span></a></li>
  58       <li><a href="pages.xhtml"><span>Related&#160;Pages</span></a></li>
  59       <li><a href="namespaces.xhtml"><span>Namespaces</span></a></li>
  60       <li><a href="annotated.xhtml"><span>Data&#160;Structures</span></a></li>
  61       <li class="current"><a href="files.xhtml"><span>Files</span></a></li>
  62       <li>
  63         <div id="MSearchBox" class="MSearchBoxInactive">
  64         <span class="left">
  65           <img id="MSearchSelect" src="search/mag_sel.png"
  66                onmouseover="return searchBox.OnSearchSelectShow()"
  67                onmouseout="return searchBox.OnSearchSelectHide()"
  68                alt=""/>
  69           <input type="text" id="MSearchField" value="Search" accesskey="S"
  70                onfocus="searchBox.OnSearchFieldFocus(true)"
  71                onblur="searchBox.OnSearchFieldFocus(false)"
  72                onkeyup="searchBox.OnSearchFieldChange(event)"/>
  73           </span><span class="right">
  74             <a id="MSearchClose" href="javascript:searchBox.CloseResultsWindow()"><img id="MSearchCloseImg" border="0" src="search/close.png" alt=""/></a>
  75           </span>
  76         </div>
  77       </li>
  78     </ul>
  79   </div>
  80   <div id="navrow2" class="tabs2">
  81     <ul class="tablist">
  82       <li><a href="files.xhtml"><span>File&#160;List</span></a></li>
  83       <li><a href="globals.xhtml"><span>Globals</span></a></li>
  84     </ul>
  85   </div>
  86 </div><!-- top -->
  87 <div id="side-nav" class="ui-resizable side-nav-resizable">
  88   <div id="nav-tree">
  89     <div id="nav-tree-contents">
  90       <div id="nav-sync" class="sync"></div>
  91     </div>
  92   </div>
  93   <div id="splitbar" style="-moz-user-select:none;"
  94        class="ui-resizable-handle">
  95   </div>
  96 </div>
  97 <script type="text/javascript">
  98 $(document).ready(function(){initNavTree('_l_s_t_m_layer_8cpp.xhtml','');});
  99 </script>
 100 <div id="doc-content">
 101 <!-- window showing the filter options -->
 102 <div id="MSearchSelectWindow"
 103      onmouseover="return searchBox.OnSearchSelectShow()"
 104      onmouseout="return searchBox.OnSearchSelectHide()"
 105      onkeydown="return searchBox.OnSearchSelectKey(event)">
 106 </div>
 107
 108 <!-- iframe showing the search results (closed by default) -->
 109 <div id="MSearchResultsWindow">
 110 <iframe src="javascript:void(0)" frameborder="0"
 111         name="MSearchResults" id="MSearchResults">
 112 </iframe>
 113 </div>
 114
 115 <div class="header">
 116   <div class="summary">
 117 <a href="#namespaces">Namespaces</a> &#124;
 118 <a href="#typedef-members">Typedefs</a> &#124;
 119 <a href="#func-members">Functions</a> &#124;
 120 <a href="#var-members">Variables</a>  </div>
 121   <div class="headertitle">
 122 <div class="title">LSTMLayer.cpp File Reference</div>  </div>
 123 </div><!--header-->
 124 <div class="contents">
 125 <div class="textblock"><code>#include &quot;<a class="el" href="_c_l_l_s_t_m_layer_8h_source.xhtml">arm_compute/runtime/CL/functions/CLLSTMLayer.h</a>&quot;</code><br />
 126 <code>#include &quot;<a class="el" href="_c_l_accessor_8h_source.xhtml">tests/CL/CLAccessor.h</a>&quot;</code><br />
 127 <code>#include &quot;<a class="el" href="_padding_calculator_8h_source.xhtml">tests/PaddingCalculator.h</a>&quot;</code><br />
 128 <code>#include &quot;tests/datasets/LSTMLayerDataset.h&quot;</code><br />
 129 <code>#include &quot;<a class="el" href="_asserts_8h_source.xhtml">tests/framework/Asserts.h</a>&quot;</code><br />
 130 <code>#include &quot;<a class="el" href="tests_2framework_2_macros_8h_source.xhtml">tests/framework/Macros.h</a>&quot;</code><br />
 131 <code>#include &quot;<a class="el" href="_datasets_8h_source.xhtml">tests/framework/datasets/Datasets.h</a>&quot;</code><br />
 132 <code>#include &quot;<a class="el" href="_validation_8h_source.xhtml">tests/validation/Validation.h</a>&quot;</code><br />
 133 <code>#include &quot;tests/validation/fixtures/LSTMLayerFixture.h&quot;</code><br />
 134 </div>
 135 <p><a href="_l_s_t_m_layer_8cpp_source.xhtml">Go to the source code of this file.</a></p>
 136 <table class="memberdecls">
 137 <tr class="heading"><td colspan="2"><h2 class="groupheader"><a name="namespaces"></a>
 138 Namespaces</h2></td></tr>
 139 <tr class="memitem:namespacearm__compute"><td class="memItemLeft" align="right" valign="top"> &#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="namespacearm__compute.xhtml">arm_compute</a></td></tr>
 140 <tr class="memdesc:namespacearm__compute"><td class="mdescLeft">&#160;</td><td class="mdescRight">This file contains all available output stages for GEMMLowp on OpenCL. <br /></td></tr>
 141 <tr class="separator:"><td class="memSeparator" colspan="2">&#160;</td></tr>
 142 <tr class="memitem:namespacearm__compute_1_1test"><td class="memItemLeft" align="right" valign="top"> &#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="namespacearm__compute_1_1test.xhtml">arm_compute::test</a></td></tr>
 143 <tr class="separator:"><td class="memSeparator" colspan="2">&#160;</td></tr>
 144 <tr class="memitem:namespacearm__compute_1_1test_1_1validation"><td class="memItemLeft" align="right" valign="top"> &#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="namespacearm__compute_1_1test_1_1validation.xhtml">arm_compute::test::validation</a></td></tr>
 145 <tr class="separator:"><td class="memSeparator" colspan="2">&#160;</td></tr>
 146 </table><table class="memberdecls">
 147 <tr class="heading"><td colspan="2"><h2 class="groupheader"><a name="typedef-members"></a>
 148 Typedefs</h2></td></tr>
 149 <tr class="memitem:a1405b73d186e006e4df0b74fd992a85e"><td class="memTemplParams" colspan="2">template&lt;typename T &gt; </td></tr>
 150 <tr class="memitem:a1405b73d186e006e4df0b74fd992a85e"><td class="memTemplItemLeft" align="right" valign="top">using&#160;</td><td class="memTemplItemRight" valign="bottom"><a class="el" href="namespacearm__compute_1_1test_1_1validation.xhtml#a1405b73d186e006e4df0b74fd992a85e">CLLSTMLayerFixture</a> = LSTMLayerValidationFixture&lt; CLTensor, CLAccessor, CLLSTMLayer, LSTMParams&lt; ICLTensor &gt;, T &gt;</td></tr>
 151 <tr class="separator:a1405b73d186e006e4df0b74fd992a85e"><td class="memSeparator" colspan="2">&#160;</td></tr>
 152 </table><table class="memberdecls">
 153 <tr class="heading"><td colspan="2"><h2 class="groupheader"><a name="func-members"></a>
 154 Functions</h2></td></tr>
 155 <tr class="memitem:af4778f93858be9f3d668e443f29d3411"><td class="memItemLeft" align="right" valign="top">&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="namespacearm__compute_1_1test_1_1validation.xhtml#af4778f93858be9f3d668e443f29d3411">DATA_TEST_CASE</a> (Validate, framework::DatasetMode::ALL, zip(zip(zip(zip(zip(zip(zip(zip(zip(framework::dataset::make(&quot;InputInfo&quot;,{TensorInfo(TensorShape(8U, 2U), 1, DataType::U8, 0), TensorInfo(TensorShape(27U, 13U, 2U), 1, DataType::F32, 0), TensorInfo(TensorShape(8U, 2U), 1, DataType::F32, 0), TensorInfo(TensorShape(8U, 2U), 1, DataType::F32, 0), TensorInfo(TensorShape(8U, 2U), 1, DataType::F32, 0), TensorInfo(TensorShape(8U, 2U), 1, DataType::F32, 0), TensorInfo(TensorShape(8U, 2U), 1, DataType::F32, 0), TensorInfo(TensorShape(8U, 2U), 1, DataType::F32, 0),}), framework::dataset::make(&quot;InputWeightsInfo&quot;,{TensorInfo(TensorShape(8U, 16U), 1, DataType::F32, 0), TensorInfo(TensorShape(8U, 16U), 1, DataType::F32, 0), TensorInfo(TensorShape(27U, 11U, 2U), 1, DataType::F32, 0), TensorInfo(TensorShape(8U, 16U), 1, DataType::F32, 0), TensorInfo(TensorShape(8U, 16U), 1, DataType::F32, 0), TensorInfo(TensorShape(8U, 16U), 1, DataType::F32, 0), TensorInfo(TensorShape(8U, 16U), 1, DataType::F32, 0), TensorInfo(TensorShape(8U, 16U), 1, DataType::F32, 0),})), framework::dataset::make(&quot;RecurrentWeightsInfo&quot;,{TensorInfo(TensorShape(16U, 16U), 1, DataType::F32, 0), TensorInfo(TensorShape(16U, 16U), 1, DataType::F32, 0), TensorInfo(TensorShape(16U, 16U), 1, DataType::F32, 0), TensorInfo(TensorShape(25U, 11U, 2U), 1, DataType::F32, 0), TensorInfo(TensorShape(16U, 16U), 1, DataType::F32, 0), TensorInfo(TensorShape(16U, 16U), 1, DataType::F32, 0), TensorInfo(TensorShape(16U, 16U), 1, DataType::F32, 0), TensorInfo(TensorShape(16U, 16U), 1, DataType::F32, 0),})), framework::dataset::make(&quot;CellBiasInfo&quot;,{TensorInfo(TensorShape(16U), 1, DataType::F32, 0), TensorInfo(TensorShape(16U), 1, DataType::F32, 0), TensorInfo(TensorShape(16U), 1, DataType::F32, 0), TensorInfo(TensorShape(16U), 1, DataType::F32, 0), TensorInfo(TensorShape(30U), 1, DataType::F32, 0), TensorInfo(TensorShape(16U), 1, DataType::F32, 0), TensorInfo(TensorShape(16U), 1, DataType::F32, 0), TensorInfo(TensorShape(16U), 1, DataType::F32, 0),})), framework::dataset::make(&quot;ProjectionBiasInfo&quot;,{TensorInfo(TensorShape(16U), 1, DataType::F32, 0), TensorInfo(TensorShape(16U), 1, DataType::F32, 0), TensorInfo(TensorShape(16U), 1, DataType::F32, 0), TensorInfo(TensorShape(16U), 1, DataType::F32, 0), TensorInfo(TensorShape(16U), 1, DataType::F32, 0), TensorInfo(TensorShape(16U), 1, DataType::F32, 0), TensorInfo(TensorShape(16U), 1, DataType::F32, 0), TensorInfo(TensorShape(16U), 1, DataType::F32, 0),})), framework::dataset::make(&quot;CellStateInfo&quot;,{TensorInfo(TensorShape(16U, 2U), 1, DataType::F32, 0), TensorInfo(TensorShape(16U, 2U), 1, DataType::F32, 0), TensorInfo(TensorShape(16U, 2U), 1, DataType::F32, 0), TensorInfo(TensorShape(16U, 2U), 1, DataType::F32, 0), TensorInfo(TensorShape(16U, 2U), 1, DataType::F32, 0), TensorInfo(TensorShape(11U), 1, DataType::F32, 0), TensorInfo(TensorShape(16U, 2U), 1, DataType::F32, 0), TensorInfo(TensorShape(16U, 2U), 1, DataType::F32, 0),})), framework::dataset::make(&quot;OutputInfo&quot;,{TensorInfo(TensorShape(16U, 2U), 1, DataType::F32, 0), TensorInfo(TensorShape(16U, 2U), 1, DataType::F32, 0), TensorInfo(TensorShape(16U, 2U), 1, DataType::F32, 0), TensorInfo(TensorShape(16U, 2U), 1, DataType::F32, 0), TensorInfo(TensorShape(16U, 2U), 1, DataType::F32, 0), TensorInfo(TensorShape(16U, 2U), 1, DataType::F32, 0), TensorInfo(TensorShape(11U, 13U), 1, DataType::F32, 0), TensorInfo(TensorShape(16U, 2U), 1, DataType::F32, 0),})), framework::dataset::make(&quot;ScratchInfo&quot;,{TensorInfo(TensorShape(64U, 2U), 1, DataType::F32, 0), TensorInfo(TensorShape(64U, 2U), 1, DataType::F32, 0), TensorInfo(TensorShape(64U, 2U), 1, DataType::F32, 0), TensorInfo(TensorShape(64U, 2U), 1, DataType::F32, 0), TensorInfo(TensorShape(64U, 2U), 1, DataType::F32, 0), TensorInfo(TensorShape(64U, 2U), 1, DataType::F32, 0), TensorInfo(TensorShape(64U, 2U), 1, DataType::F32, 0), TensorInfo(TensorShape(12U, 2U), 1, DataType::F32, 0),})), framework::dataset::make(&quot;ActivationInfo&quot;,{ActivationLayerInfo(ActivationLayerInfo::ActivationFunction::RELU), ActivationLayerInfo(ActivationLayerInfo::ActivationFunction::RELU), ActivationLayerInfo(ActivationLayerInfo::ActivationFunction::RELU), ActivationLayerInfo(ActivationLayerInfo::ActivationFunction::RELU), ActivationLayerInfo(ActivationLayerInfo::ActivationFunction::RELU), ActivationLayerInfo(ActivationLayerInfo::ActivationFunction::RELU), ActivationLayerInfo(ActivationLayerInfo::ActivationFunction::RELU), ActivationLayerInfo(ActivationLayerInfo::ActivationFunction::RELU),})), framework::dataset::make(&quot;Expected&quot;,{false, false, false, false, false, false, false, false})), input_info, input_weights_info, recurrent_weights_info, cell_bias_info, projection_bias_info, cell_state_info, output_info, scratch_info, info, expected)</td></tr>
 156 <tr class="separator:af4778f93858be9f3d668e443f29d3411"><td class="memSeparator" colspan="2">&#160;</td></tr>
 157 <tr class="memitem:a41f953b1500dbb898560f8f98d8006a1"><td class="memItemLeft" align="right" valign="top">&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="namespacearm__compute_1_1test_1_1validation.xhtml#a41f953b1500dbb898560f8f98d8006a1">FIXTURE_DATA_TEST_CASE</a> (RunSmall, CLLSTMLayerFixture&lt; float &gt;, framework::DatasetMode::ALL, combine(combine(combine(datasets::SmallLSTMLayerDataset(), framework::dataset::make(&quot;DataType&quot;, DataType::F32)), framework::dataset::make(&quot;ProjectionOpt&quot;,{true, false})), framework::dataset::make(&quot;PeepholeOpt&quot;,{true, false})))</td></tr>
 158 <tr class="separator:a41f953b1500dbb898560f8f98d8006a1"><td class="memSeparator" colspan="2">&#160;</td></tr>
 159 <tr class="memitem:a38fe4b20a05bbaa1c844f3d7a19791ae"><td class="memItemLeft" align="right" valign="top">&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="namespacearm__compute_1_1test_1_1validation.xhtml#a38fe4b20a05bbaa1c844f3d7a19791ae">TEST_SUITE_END</a> () <a class="el" href="tests_2validation_2_u_n_i_t_2_utils_8cpp.xhtml#a9e461b3ac0012c8c7193c1e180c91f67">DATA_TEST_CASE</a>(Configuration = ConvolutionSeparableValidationFixture&lt;CLTensor, CLAccessor, CLConvolution5x5, T&gt;</td></tr>
 160 <tr class="separator:a38fe4b20a05bbaa1c844f3d7a19791ae"><td class="memSeparator" colspan="2">&#160;</td></tr>
 161 <tr class="memitem:a4d34091129556f9d56e1911ab8060e19"><td class="memItemLeft" align="right" valign="top">&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="namespacearm__compute_1_1test_1_1validation.xhtml#a4d34091129556f9d56e1911ab8060e19">combine</a> (combine(combine(datasets::SmallLSTMLayerDataset(), framework::dataset::make(&quot;DataType&quot;, DataType::F16)), framework::dataset::make(&quot;ProjectionOpt&quot;,{true, false})), framework::dataset::make(&quot;PeepholeOpt&quot;,{true, false})))</td></tr>
 162 <tr class="separator:a4d34091129556f9d56e1911ab8060e19"><td class="memSeparator" colspan="2">&#160;</td></tr>
 163 </table><table class="memberdecls">
 164 <tr class="heading"><td colspan="2"><h2 class="groupheader"><a name="var-members"></a>
 165 Variables</h2></td></tr>
 166 <tr class="memitem:a5550422830bbd7b8b38e9df1cfc7e157"><td class="memItemLeft" align="right" valign="top">&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="namespacearm__compute_1_1test_1_1validation.xhtml#a5550422830bbd7b8b38e9df1cfc7e157">CLLSTMLayerFixture&lt; half &gt;</a></td></tr>
 167 <tr class="separator:a5550422830bbd7b8b38e9df1cfc7e157"><td class="memSeparator" colspan="2">&#160;</td></tr>
 168 </table>
 169 </div><!-- contents -->
 170 </div><!-- doc-content -->
 171 <!-- start footer part -->
 172 <div id="nav-path" class="navpath"><!-- id is needed for treeview function! -->
 173   <ul>
 174     <li class="navelem"><a class="el" href="dir_59425e443f801f1f2fd8bbe4959a3ccf.xhtml">tests</a></li><li class="navelem"><a class="el" href="dir_e7c7b16542faa38cb4655ff1750d3604.xhtml">validation</a></li><li class="navelem"><a class="el" href="dir_f7024513cd67abef53e86ee9382ac5ce.xhtml">CL</a></li><li class="navelem"><a class="el" href="_l_s_t_m_layer_8cpp.xhtml">LSTMLayer.cpp</a></li>
 175     <li class="footer">Generated on Wed May 23 2018 11:36:39 for Compute Library by
 176     <a href="http://www.doxygen.org/index.html">
 177     <img class="footer" src="doxygen.png" alt="doxygen"/></a> 1.8.11 </li>
 178   </ul>
 179 </div>
 180 </body>
 181 </html>