Gitiles
Code Review Sign In
review.mlplatform.org / ml / armnn / refs/heads/gh-pages / . / 24.02 / _unidirectional_sequence_lstm_layer_8hpp_source.html
blob: 9f2f9fab8503ae27a116ad10adbbf3ab492b225b [file] [log] [blame]
<!-- HTML header for doxygen 1.8.17-->
<!DOCTYPE html PUBLIC "-//W3C//DTD XHTML 1.0 Transitional//EN" "https://www.w3.org/TR/xhtml1/DTD/xhtml1-transitional.dtd">
<html xmlns="http://www.w3.org/1999/xhtml">
<head>
<meta http-equiv="Content-Type" content="text/xhtml;charset=UTF-8"/>
<meta http-equiv="X-UA-Compatible" content="IE=9"/>
<meta name="generator" content="Doxygen 1.8.17"/>
<meta name="viewport" content="width=device-width, initial-scale=1"/>
<title>Arm NN: src/armnn/layers/UnidirectionalSequenceLstmLayer.hpp Source File</title>
<link href="tabs.css" rel="stylesheet" type="text/css"/>
<script type="text/javascript" src="jquery.js"></script>
<script type="text/javascript" src="dynsections.js"></script>
<link href="navtree.css" rel="stylesheet" type="text/css"/>
<script type="text/javascript" src="resize.js"></script>
<script type="text/javascript" src="navtreedata.js"></script>
<script type="text/javascript" src="navtree.js"></script>
<link href="search/search.css" rel="stylesheet" type="text/css"/>
<script type="text/javascript" src="search/searchdata.js"></script>
<script type="text/javascript" src="search/search.js"></script>
<script type="text/x-mathjax-config">
MathJax.Hub.Config({
extensions: ["tex2jax.js"],
jax: ["input/TeX","output/HTML-CSS"],
});
</script>
<script type="text/javascript" async="async" src="http://cdn.mathjax.org/mathjax/latest/MathJax.js"></script>
<link href="doxygen.css" rel="stylesheet" type="text/css" />
<link href="customdoxygen.css" rel="stylesheet" type="text/css"/>
</head>
<body>
<div id="top"><!-- do not remove this div, it is closed by doxygen! -->
<div id="titlearea">
<table cellspacing="0" cellpadding="0">
<tbody>
<tr style="height: 56px;">
<img alt="ArmNN" src="Arm_NN_horizontal_blue.png" style="max-width: 15rem; margin-top: .5rem; margin-left 13px"/>
<td id="projectalign" style="padding-left: 0.9em;">
<div id="projectname">
&#160;<span id="projectnumber">24.02</span>
</div>
</td>
</tr>
</tbody>
</table>
</div>
<!-- end header part -->
<!-- Generated by Doxygen 1.8.17 -->
<script type="text/javascript">
/* @license magnet:?xt=urn:btih:cf05388f2679ee054f2beb29a391d25f4e673ac3&amp;dn=gpl-2.0.txt GPL-v2 */
var searchBox = new SearchBox("searchBox", "search",false,'Search');
/* @license-end */
</script>
<script type="text/javascript" src="menudata.js"></script>
<script type="text/javascript" src="menu.js"></script>
<script type="text/javascript">
/* @license magnet:?xt=urn:btih:cf05388f2679ee054f2beb29a391d25f4e673ac3&amp;dn=gpl-2.0.txt GPL-v2 */
$(function() {
initMenu('',true,false,'search.php','Search');
$(document).ready(function() { init_search(); });
});
/* @license-end */</script>
<div id="main-nav"></div>
</div><!-- top -->
<div id="side-nav" class="ui-resizable side-nav-resizable">
<div id="nav-tree">
<div id="nav-tree-contents">
<div id="nav-sync" class="sync"></div>
</div>
</div>
<div id="splitbar" style="-moz-user-select:none;"
class="ui-resizable-handle">
</div>
</div>
<script type="text/javascript">
/* @license magnet:?xt=urn:btih:cf05388f2679ee054f2beb29a391d25f4e673ac3&amp;dn=gpl-2.0.txt GPL-v2 */
$(document).ready(function(){initNavTree('_unidirectional_sequence_lstm_layer_8hpp_source.html',''); initResizable(); });
/* @license-end */
</script>
<div id="doc-content">
<!-- window showing the filter options -->
<div id="MSearchSelectWindow"
onmouseover="return searchBox.OnSearchSelectShow()"
onmouseout="return searchBox.OnSearchSelectHide()"
onkeydown="return searchBox.OnSearchSelectKey(event)">
</div>
<!-- iframe showing the search results (closed by default) -->
<div id="MSearchResultsWindow">
<iframe src="javascript:void(0)" frameborder="0"
name="MSearchResults" id="MSearchResults">
</iframe>
</div>
<div class="header">
<div class="headertitle">
<div class="title">UnidirectionalSequenceLstmLayer.hpp</div> </div>
</div><!--header-->
<div class="contents">
<a href="_unidirectional_sequence_lstm_layer_8hpp.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 © 2021 Arm Ltd and Contributors. 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">#pragma once</span></div>
<div class="line"><a name="l00006"></a><span class="lineno"> 6</span>&#160; </div>
<div class="line"><a name="l00007"></a><span class="lineno"> 7</span>&#160;<span class="preprocessor">#include &quot;<a class="code" href="_layer_with_parameters_8hpp.html">LayerWithParameters.hpp</a>&quot;</span></div>
<div class="line"><a name="l00008"></a><span class="lineno"> 8</span>&#160;<span class="preprocessor">#include &quot;<a class="code" href="_lstm_parameters_8hpp.html">LstmParameters.hpp</a>&quot;</span></div>
<div class="line"><a name="l00009"></a><span class="lineno"> 9</span>&#160; </div>
<div class="line"><a name="l00010"></a><span class="lineno"> 10</span>&#160;<span class="keyword">namespace </span><a class="code" href="namespacearmnn.html">armnn</a></div>
<div class="line"><a name="l00011"></a><span class="lineno"> 11</span>&#160;{</div>
<div class="line"><a name="l00012"></a><span class="lineno"> 12</span>&#160; </div>
<div class="line"><a name="l00013"></a><span class="lineno"> 13</span>&#160;<span class="keyword">class </span>ScopedTensorHandle;</div>
<div class="line"><a name="l00014"></a><span class="lineno"> 14</span>&#160;<span class="comment"></span> </div>
<div class="line"><a name="l00015"></a><span class="lineno"> 15</span>&#160;<span class="comment">/// This layer represents a LSTM operation.</span></div>
<div class="line"><a name="l00016"></a><span class="lineno"><a class="line" href="classarmnn_1_1_unidirectional_sequence_lstm_layer.html"> 16</a></span>&#160;<span class="comment"></span><span class="keyword">class </span><a class="code" href="classarmnn_1_1_unidirectional_sequence_lstm_layer.html">UnidirectionalSequenceLstmLayer</a> : <span class="keyword">public</span> <a class="code" href="classarmnn_1_1_layer_with_parameters.html">LayerWithParameters</a>&lt;LstmDescriptor&gt;</div>
<div class="line"><a name="l00017"></a><span class="lineno"> 17</span>&#160;{</div>
<div class="line"><a name="l00018"></a><span class="lineno"> 18</span>&#160;<span class="keyword">public</span>:</div>
<div class="line"><a name="l00019"></a><span class="lineno"> 19</span>&#160; </div>
<div class="line"><a name="l00020"></a><span class="lineno"><a class="line" href="classarmnn_1_1_unidirectional_sequence_lstm_layer.html#a8838b317568861294a9df608221f185e"> 20</a></span>&#160; <a class="code" href="structarmnn_1_1_lstm_basic_parameters.html">LstmBasicParameters</a> <a class="code" href="classarmnn_1_1_unidirectional_sequence_lstm_layer.html#a8838b317568861294a9df608221f185e">m_BasicParameters</a>;</div>
<div class="line"><a name="l00021"></a><span class="lineno"><a class="line" href="classarmnn_1_1_unidirectional_sequence_lstm_layer.html#a0e940dfa428f4eb429f8bc0d138b20af"> 21</a></span>&#160; <a class="code" href="structarmnn_1_1_lstm_opt_cifg_parameters.html">LstmOptCifgParameters</a> <a class="code" href="classarmnn_1_1_unidirectional_sequence_lstm_layer.html#a0e940dfa428f4eb429f8bc0d138b20af">m_CifgParameters</a>;</div>
<div class="line"><a name="l00022"></a><span class="lineno"><a class="line" href="classarmnn_1_1_unidirectional_sequence_lstm_layer.html#a3d3e6d0c3e6e570d9f831489c3bd14ce"> 22</a></span>&#160; <a class="code" href="structarmnn_1_1_lstm_opt_projection_parameters.html">LstmOptProjectionParameters</a> <a class="code" href="classarmnn_1_1_unidirectional_sequence_lstm_layer.html#a3d3e6d0c3e6e570d9f831489c3bd14ce">m_ProjectionParameters</a>;</div>
<div class="line"><a name="l00023"></a><span class="lineno"><a class="line" href="classarmnn_1_1_unidirectional_sequence_lstm_layer.html#a4efa0f4d46817ab94e36c8507c26f276"> 23</a></span>&#160; <a class="code" href="structarmnn_1_1_lstm_opt_peephole_parameters.html">LstmOptPeepholeParameters</a> <a class="code" href="classarmnn_1_1_unidirectional_sequence_lstm_layer.html#a4efa0f4d46817ab94e36c8507c26f276">m_PeepholeParameters</a>;</div>
<div class="line"><a name="l00024"></a><span class="lineno"><a class="line" href="classarmnn_1_1_unidirectional_sequence_lstm_layer.html#a46864a690d016b7e00eb51a5bfe8e966"> 24</a></span>&#160; <a class="code" href="structarmnn_1_1_lstm_opt_layer_norm_parameters.html">LstmOptLayerNormParameters</a> <a class="code" href="classarmnn_1_1_unidirectional_sequence_lstm_layer.html#a46864a690d016b7e00eb51a5bfe8e966">m_LayerNormParameters</a>;</div>
<div class="line"><a name="l00025"></a><span class="lineno"> 25</span>&#160;<span class="comment"></span> </div>
<div class="line"><a name="l00026"></a><span class="lineno"> 26</span>&#160;<span class="comment"> /// Makes a workload for the UnidirectionalSequence LSTM type.</span></div>
<div class="line"><a name="l00027"></a><span class="lineno"> 27</span>&#160;<span class="comment"> /// @param [in] graph The graph where this layer can be found.</span></div>
<div class="line"><a name="l00028"></a><span class="lineno"> 28</span>&#160;<span class="comment"> /// @param [in] factory The workload factory which will create the workload.</span></div>
<div class="line"><a name="l00029"></a><span class="lineno"> 29</span>&#160;<span class="comment"> /// @return A pointer to the created workload, or nullptr if not created.</span></div>
<div class="line"><a name="l00030"></a><span class="lineno"> 30</span>&#160;<span class="comment"></span> <span class="keyword">virtual</span> std::unique_ptr&lt;IWorkload&gt; <a class="code" href="classarmnn_1_1_unidirectional_sequence_lstm_layer.html#adfa912d0c4c6c00f1af2cbfa799572b7">CreateWorkload</a>(<span class="keyword">const</span> <a class="code" href="classarmnn_1_1_i_workload_factory.html">IWorkloadFactory</a>&amp; factory) <span class="keyword">const override</span>;</div>
<div class="line"><a name="l00031"></a><span class="lineno"> 31</span>&#160;<span class="comment"></span> </div>
<div class="line"><a name="l00032"></a><span class="lineno"> 32</span>&#160;<span class="comment"> /// Creates a dynamically-allocated copy of this layer.</span></div>
<div class="line"><a name="l00033"></a><span class="lineno"> 33</span>&#160;<span class="comment"> /// @param [in] graph The graph into which this layer is being cloned.</span></div>
<div class="line"><a name="l00034"></a><span class="lineno"> 34</span>&#160;<span class="comment"></span> <a class="code" href="classarmnn_1_1_unidirectional_sequence_lstm_layer.html">UnidirectionalSequenceLstmLayer</a>* <a class="code" href="classarmnn_1_1_unidirectional_sequence_lstm_layer.html#a88ce933cddc0e32e2f17fd699185b0eb">Clone</a>(<a class="code" href="classarmnn_1_1_graph.html">Graph</a>&amp; graph) <span class="keyword">const override</span>;</div>
<div class="line"><a name="l00035"></a><span class="lineno"> 35</span>&#160;<span class="comment"></span> </div>
<div class="line"><a name="l00036"></a><span class="lineno"> 36</span>&#160;<span class="comment"> /// Check if the input tensor shape(s)</span></div>
<div class="line"><a name="l00037"></a><span class="lineno"> 37</span>&#160;<span class="comment"> /// will lead to a valid configuration of @ref UnidirectionalSequenceLstmLayer.</span></div>
<div class="line"><a name="l00038"></a><span class="lineno"> 38</span>&#160;<span class="comment"> /// @param [in] shapeInferenceMethod Indicates if output shape shall be overwritten or just validated.</span></div>
<div class="line"><a name="l00039"></a><span class="lineno"> 39</span>&#160;<span class="comment"></span> <span class="keywordtype">void</span> <a class="code" href="classarmnn_1_1_unidirectional_sequence_lstm_layer.html#a8c8f543d7e9729362c266d12ec169966">ValidateTensorShapesFromInputs</a>() <span class="keyword">override</span>;</div>
<div class="line"><a name="l00040"></a><span class="lineno"> 40</span>&#160;<span class="comment"></span> </div>
<div class="line"><a name="l00041"></a><span class="lineno"> 41</span>&#160;<span class="comment"> /// By default returns inputShapes if the number of inputs are equal to number of outputs,</span></div>
<div class="line"><a name="l00042"></a><span class="lineno"> 42</span>&#160;<span class="comment"> /// otherwise infers the output shapes from given input shapes and layer properties.</span></div>
<div class="line"><a name="l00043"></a><span class="lineno"> 43</span>&#160;<span class="comment"> /// @param [in] inputShapes The input shapes layer has.</span></div>
<div class="line"><a name="l00044"></a><span class="lineno"> 44</span>&#160;<span class="comment"> /// @return A vector to the inferred output shape.</span></div>
<div class="line"><a name="l00045"></a><span class="lineno"> 45</span>&#160;<span class="comment"></span> std::vector&lt;TensorShape&gt; <a class="code" href="classarmnn_1_1_unidirectional_sequence_lstm_layer.html#a65ca562c882ad619684445a1402f415a">InferOutputShapes</a>(<span class="keyword">const</span> std::vector&lt;TensorShape&gt;&amp; inputShapes) <span class="keyword">const override</span>;</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; </div>
<div class="line"><a name="l00048"></a><span class="lineno"> 48</span>&#160; <span class="keywordtype">void</span> <a class="code" href="classarmnn_1_1_unidirectional_sequence_lstm_layer.html#a46fc3fdd4b2a5dd6d184e57983cf20bc">ExecuteStrategy</a>(<a class="code" href="classarmnn_1_1_i_strategy.html">IStrategy</a>&amp; strategy) <span class="keyword">const override</span>;</div>
<div class="line"><a name="l00049"></a><span class="lineno"> 49</span>&#160; </div>
<div class="line"><a name="l00050"></a><span class="lineno"> 50</span>&#160;<span class="keyword">protected</span>:<span class="comment"></span></div>
<div class="line"><a name="l00051"></a><span class="lineno"> 51</span>&#160;<span class="comment"> /// Constructor to create a UnidirectionalSequenceLstmLayer.</span></div>
<div class="line"><a name="l00052"></a><span class="lineno"> 52</span>&#160;<span class="comment"> /// @param [in] param LstmDescriptor to configure the lstm operation.</span></div>
<div class="line"><a name="l00053"></a><span class="lineno"> 53</span>&#160;<span class="comment"> /// @param [in] name Optional name for the layer.</span></div>
<div class="line"><a name="l00054"></a><span class="lineno"> 54</span>&#160;<span class="comment"></span> <a class="code" href="classarmnn_1_1_unidirectional_sequence_lstm_layer.html#a94263c57dc4605c14907c03f54f44069">UnidirectionalSequenceLstmLayer</a>(<span class="keyword">const</span> <a class="code" href="structarmnn_1_1_lstm_descriptor.html">LstmDescriptor</a>&amp; param, <span class="keyword">const</span> <span class="keywordtype">char</span>* name);</div>
<div class="line"><a name="l00055"></a><span class="lineno"> 55</span>&#160;<span class="comment"></span> </div>
<div class="line"><a name="l00056"></a><span class="lineno"> 56</span>&#160;<span class="comment"> /// Default destructor</span></div>
<div class="line"><a name="l00057"></a><span class="lineno"> 57</span>&#160;<span class="comment"></span> <a class="code" href="classarmnn_1_1_unidirectional_sequence_lstm_layer.html#a26ac63d68eae9498b2dae401beebe021">~UnidirectionalSequenceLstmLayer</a>() = <span class="keywordflow">default</span>;</div>
<div class="line"><a name="l00058"></a><span class="lineno"> 58</span>&#160;<span class="comment"></span> </div>
<div class="line"><a name="l00059"></a><span class="lineno"> 59</span>&#160;<span class="comment"> /// Retrieve the handles to the constant values stored by the layer.</span></div>
<div class="line"><a name="l00060"></a><span class="lineno"> 60</span>&#160;<span class="comment"> /// @return A vector of the constant tensors stored by this layer.</span></div>
<div class="line"><a name="l00061"></a><span class="lineno"> 61</span>&#160;<span class="comment"></span> <a class="code" href="classarmnn_1_1_i_connectable_layer.html#aba5c20cadbebd2e7ba67e20a47e31472">Layer::ImmutableConstantTensors</a> <a class="code" href="classarmnn_1_1_unidirectional_sequence_lstm_layer.html#a29cc31172f6ab16ac931f90c667c092d">GetConstantTensorsByRef</a>() <span class="keyword">const override</span>;</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; </div>
<div class="line"><a name="l00064"></a><span class="lineno"> 64</span>&#160;} <span class="comment">// namespace</span></div>
</div><!-- fragment --></div><!-- contents -->
</div><!-- doc-content -->
<div class="ttc" id="aclassarmnn_1_1_unidirectional_sequence_lstm_layer_html_a88ce933cddc0e32e2f17fd699185b0eb"><div class="ttname"><a href="classarmnn_1_1_unidirectional_sequence_lstm_layer.html#a88ce933cddc0e32e2f17fd699185b0eb">armnn::UnidirectionalSequenceLstmLayer::Clone</a></div><div class="ttdeci">UnidirectionalSequenceLstmLayer * Clone(Graph &amp;graph) const override</div><div class="ttdoc">Creates a dynamically-allocated copy of this layer.</div><div class="ttdef"><b>Definition:</b> <a href="_unidirectional_sequence_lstm_layer_8cpp_source.html#l00080">UnidirectionalSequenceLstmLayer.cpp:80</a></div></div>
<div class="ttc" id="aclassarmnn_1_1_unidirectional_sequence_lstm_layer_html_adfa912d0c4c6c00f1af2cbfa799572b7"><div class="ttname"><a href="classarmnn_1_1_unidirectional_sequence_lstm_layer.html#adfa912d0c4c6c00f1af2cbfa799572b7">armnn::UnidirectionalSequenceLstmLayer::CreateWorkload</a></div><div class="ttdeci">virtual std::unique_ptr&lt; IWorkload &gt; CreateWorkload(const IWorkloadFactory &amp;factory) const override</div><div class="ttdoc">Makes a workload for the UnidirectionalSequence LSTM type.</div><div class="ttdef"><b>Definition:</b> <a href="_unidirectional_sequence_lstm_layer_8cpp_source.html#l00022">UnidirectionalSequenceLstmLayer.cpp:22</a></div></div>
<div class="ttc" id="a_lstm_parameters_8hpp_html"><div class="ttname"><a href="_lstm_parameters_8hpp.html">LstmParameters.hpp</a></div></div>
<div class="ttc" id="aclassarmnn_1_1_unidirectional_sequence_lstm_layer_html_a8838b317568861294a9df608221f185e"><div class="ttname"><a href="classarmnn_1_1_unidirectional_sequence_lstm_layer.html#a8838b317568861294a9df608221f185e">armnn::UnidirectionalSequenceLstmLayer::m_BasicParameters</a></div><div class="ttdeci">LstmBasicParameters m_BasicParameters</div><div class="ttdef"><b>Definition:</b> <a href="_unidirectional_sequence_lstm_layer_8hpp_source.html#l00020">UnidirectionalSequenceLstmLayer.hpp:20</a></div></div>
<div class="ttc" id="aclassarmnn_1_1_unidirectional_sequence_lstm_layer_html_a29cc31172f6ab16ac931f90c667c092d"><div class="ttname"><a href="classarmnn_1_1_unidirectional_sequence_lstm_layer.html#a29cc31172f6ab16ac931f90c667c092d">armnn::UnidirectionalSequenceLstmLayer::GetConstantTensorsByRef</a></div><div class="ttdeci">Layer::ImmutableConstantTensors GetConstantTensorsByRef() const override</div><div class="ttdoc">Retrieve the handles to the constant values stored by the layer.</div><div class="ttdef"><b>Definition:</b> <a href="_unidirectional_sequence_lstm_layer_8cpp_source.html#l00277">UnidirectionalSequenceLstmLayer.cpp:277</a></div></div>
<div class="ttc" id="astructarmnn_1_1_lstm_opt_projection_parameters_html"><div class="ttname"><a href="structarmnn_1_1_lstm_opt_projection_parameters.html">armnn::LstmOptProjectionParameters</a></div><div class="ttdef"><b>Definition:</b> <a href="_lstm_parameters_8hpp_source.html#l00036">LstmParameters.hpp:36</a></div></div>
<div class="ttc" id="aclassarmnn_1_1_i_strategy_html"><div class="ttname"><a href="classarmnn_1_1_i_strategy.html">armnn::IStrategy</a></div><div class="ttdef"><b>Definition:</b> <a href="_i_strategy_8hpp_source.html#l00016">IStrategy.hpp:16</a></div></div>
<div class="ttc" id="aclassarmnn_1_1_layer_with_parameters_html"><div class="ttname"><a href="classarmnn_1_1_layer_with_parameters.html">armnn::LayerWithParameters</a></div><div class="ttdef"><b>Definition:</b> <a href="_layer_with_parameters_8hpp_source.html#l00014">LayerWithParameters.hpp:14</a></div></div>
<div class="ttc" id="aclassarmnn_1_1_i_connectable_layer_html_aba5c20cadbebd2e7ba67e20a47e31472"><div class="ttname"><a href="classarmnn_1_1_i_connectable_layer.html#aba5c20cadbebd2e7ba67e20a47e31472">armnn::IConnectableLayer::ImmutableConstantTensors</a></div><div class="ttdeci">std::vector&lt; std::reference_wrapper&lt; const std::shared_ptr&lt; ConstTensorHandle &gt; &gt;&gt; ImmutableConstantTensors</div><div class="ttdef"><b>Definition:</b> <a href="_i_network_8hpp_source.html#l00141">INetwork.hpp:141</a></div></div>
<div class="ttc" id="astructarmnn_1_1_lstm_basic_parameters_html"><div class="ttname"><a href="structarmnn_1_1_lstm_basic_parameters.html">armnn::LstmBasicParameters</a></div><div class="ttdef"><b>Definition:</b> <a href="_lstm_parameters_8hpp_source.html#l00054">LstmParameters.hpp:54</a></div></div>
<div class="ttc" id="astructarmnn_1_1_lstm_opt_peephole_parameters_html"><div class="ttname"><a href="structarmnn_1_1_lstm_opt_peephole_parameters.html">armnn::LstmOptPeepholeParameters</a></div><div class="ttdef"><b>Definition:</b> <a href="_lstm_parameters_8hpp_source.html#l00044">LstmParameters.hpp:44</a></div></div>
<div class="ttc" id="aclassarmnn_1_1_i_workload_factory_html"><div class="ttname"><a href="classarmnn_1_1_i_workload_factory.html">armnn::IWorkloadFactory</a></div><div class="ttdef"><b>Definition:</b> <a href="_workload_factory_8hpp_source.html#l00022">WorkloadFactory.hpp:22</a></div></div>
<div class="ttc" id="aclassarmnn_1_1_unidirectional_sequence_lstm_layer_html_a94263c57dc4605c14907c03f54f44069"><div class="ttname"><a href="classarmnn_1_1_unidirectional_sequence_lstm_layer.html#a94263c57dc4605c14907c03f54f44069">armnn::UnidirectionalSequenceLstmLayer::UnidirectionalSequenceLstmLayer</a></div><div class="ttdeci">UnidirectionalSequenceLstmLayer(const LstmDescriptor &amp;param, const char *name)</div><div class="ttdoc">Constructor to create a UnidirectionalSequenceLstmLayer.</div><div class="ttdef"><b>Definition:</b> <a href="_unidirectional_sequence_lstm_layer_8cpp_source.html#l00017">UnidirectionalSequenceLstmLayer.cpp:17</a></div></div>
<div class="ttc" id="aclassarmnn_1_1_unidirectional_sequence_lstm_layer_html_a4efa0f4d46817ab94e36c8507c26f276"><div class="ttname"><a href="classarmnn_1_1_unidirectional_sequence_lstm_layer.html#a4efa0f4d46817ab94e36c8507c26f276">armnn::UnidirectionalSequenceLstmLayer::m_PeepholeParameters</a></div><div class="ttdeci">LstmOptPeepholeParameters m_PeepholeParameters</div><div class="ttdef"><b>Definition:</b> <a href="_unidirectional_sequence_lstm_layer_8hpp_source.html#l00023">UnidirectionalSequenceLstmLayer.hpp:23</a></div></div>
<div class="ttc" id="astructarmnn_1_1_lstm_opt_layer_norm_parameters_html"><div class="ttname"><a href="structarmnn_1_1_lstm_opt_layer_norm_parameters.html">armnn::LstmOptLayerNormParameters</a></div><div class="ttdef"><b>Definition:</b> <a href="_lstm_parameters_8hpp_source.html#l00014">LstmParameters.hpp:14</a></div></div>
<div class="ttc" id="a_layer_with_parameters_8hpp_html"><div class="ttname"><a href="_layer_with_parameters_8hpp.html">LayerWithParameters.hpp</a></div></div>
<div class="ttc" id="aclassarmnn_1_1_unidirectional_sequence_lstm_layer_html"><div class="ttname"><a href="classarmnn_1_1_unidirectional_sequence_lstm_layer.html">armnn::UnidirectionalSequenceLstmLayer</a></div><div class="ttdoc">This layer represents a LSTM operation.</div><div class="ttdef"><b>Definition:</b> <a href="_unidirectional_sequence_lstm_layer_8hpp_source.html#l00016">UnidirectionalSequenceLstmLayer.hpp:16</a></div></div>
<div class="ttc" id="aclassarmnn_1_1_unidirectional_sequence_lstm_layer_html_a46fc3fdd4b2a5dd6d184e57983cf20bc"><div class="ttname"><a href="classarmnn_1_1_unidirectional_sequence_lstm_layer.html#a46fc3fdd4b2a5dd6d184e57983cf20bc">armnn::UnidirectionalSequenceLstmLayer::ExecuteStrategy</a></div><div class="ttdeci">void ExecuteStrategy(IStrategy &amp;strategy) const override</div><div class="ttdoc">Apply a visitor to this layer.</div><div class="ttdef"><b>Definition:</b> <a href="_unidirectional_sequence_lstm_layer_8cpp_source.html#l00311">UnidirectionalSequenceLstmLayer.cpp:311</a></div></div>
<div class="ttc" id="astructarmnn_1_1_lstm_descriptor_html"><div class="ttname"><a href="structarmnn_1_1_lstm_descriptor.html">armnn::LstmDescriptor</a></div><div class="ttdoc">An LstmDescriptor for the LstmLayer.</div><div class="ttdef"><b>Definition:</b> <a href="_descriptors_8hpp_source.html#l01102">Descriptors.hpp:1102</a></div></div>
<div class="ttc" id="aclassarmnn_1_1_unidirectional_sequence_lstm_layer_html_a65ca562c882ad619684445a1402f415a"><div class="ttname"><a href="classarmnn_1_1_unidirectional_sequence_lstm_layer.html#a65ca562c882ad619684445a1402f415a">armnn::UnidirectionalSequenceLstmLayer::InferOutputShapes</a></div><div class="ttdeci">std::vector&lt; TensorShape &gt; InferOutputShapes(const std::vector&lt; TensorShape &gt; &amp;inputShapes) const override</div><div class="ttdoc">By default returns inputShapes if the number of inputs are equal to number of outputs,...</div><div class="ttdef"><b>Definition:</b> <a href="_unidirectional_sequence_lstm_layer_8cpp_source.html#l00150">UnidirectionalSequenceLstmLayer.cpp:150</a></div></div>
<div class="ttc" id="anamespacearmnn_html"><div class="ttname"><a href="namespacearmnn.html">armnn</a></div><div class="ttdoc">Copyright (c) 2021 ARM Limited and Contributors.</div><div class="ttdef"><b>Definition:</b> <a href="01__00__quick__start_8dox_source.html#l00006">01_00_quick_start.dox:6</a></div></div>
<div class="ttc" id="aclassarmnn_1_1_unidirectional_sequence_lstm_layer_html_a46864a690d016b7e00eb51a5bfe8e966"><div class="ttname"><a href="classarmnn_1_1_unidirectional_sequence_lstm_layer.html#a46864a690d016b7e00eb51a5bfe8e966">armnn::UnidirectionalSequenceLstmLayer::m_LayerNormParameters</a></div><div class="ttdeci">LstmOptLayerNormParameters m_LayerNormParameters</div><div class="ttdef"><b>Definition:</b> <a href="_unidirectional_sequence_lstm_layer_8hpp_source.html#l00024">UnidirectionalSequenceLstmLayer.hpp:24</a></div></div>
<div class="ttc" id="aclassarmnn_1_1_unidirectional_sequence_lstm_layer_html_a0e940dfa428f4eb429f8bc0d138b20af"><div class="ttname"><a href="classarmnn_1_1_unidirectional_sequence_lstm_layer.html#a0e940dfa428f4eb429f8bc0d138b20af">armnn::UnidirectionalSequenceLstmLayer::m_CifgParameters</a></div><div class="ttdeci">LstmOptCifgParameters m_CifgParameters</div><div class="ttdef"><b>Definition:</b> <a href="_unidirectional_sequence_lstm_layer_8hpp_source.html#l00021">UnidirectionalSequenceLstmLayer.hpp:21</a></div></div>
<div class="ttc" id="aclassarmnn_1_1_unidirectional_sequence_lstm_layer_html_a26ac63d68eae9498b2dae401beebe021"><div class="ttname"><a href="classarmnn_1_1_unidirectional_sequence_lstm_layer.html#a26ac63d68eae9498b2dae401beebe021">armnn::UnidirectionalSequenceLstmLayer::~UnidirectionalSequenceLstmLayer</a></div><div class="ttdeci">~UnidirectionalSequenceLstmLayer()=default</div><div class="ttdoc">Default destructor.</div></div>
<div class="ttc" id="astructarmnn_1_1_lstm_opt_cifg_parameters_html"><div class="ttname"><a href="structarmnn_1_1_lstm_opt_cifg_parameters.html">armnn::LstmOptCifgParameters</a></div><div class="ttdef"><b>Definition:</b> <a href="_lstm_parameters_8hpp_source.html#l00026">LstmParameters.hpp:26</a></div></div>
<div class="ttc" id="aclassarmnn_1_1_unidirectional_sequence_lstm_layer_html_a8c8f543d7e9729362c266d12ec169966"><div class="ttname"><a href="classarmnn_1_1_unidirectional_sequence_lstm_layer.html#a8c8f543d7e9729362c266d12ec169966">armnn::UnidirectionalSequenceLstmLayer::ValidateTensorShapesFromInputs</a></div><div class="ttdeci">void ValidateTensorShapesFromInputs() override</div><div class="ttdoc">Check if the input tensor shape(s) will lead to a valid configuration of UnidirectionalSequenceLstmLa...</div><div class="ttdef"><b>Definition:</b> <a href="_unidirectional_sequence_lstm_layer_8cpp_source.html#l00170">UnidirectionalSequenceLstmLayer.cpp:170</a></div></div>
<div class="ttc" id="aclassarmnn_1_1_graph_html"><div class="ttname"><a href="classarmnn_1_1_graph.html">armnn::Graph</a></div><div class="ttdef"><b>Definition:</b> <a href="_graph_8hpp_source.html#l00030">Graph.hpp:30</a></div></div>
<div class="ttc" id="aclassarmnn_1_1_unidirectional_sequence_lstm_layer_html_a3d3e6d0c3e6e570d9f831489c3bd14ce"><div class="ttname"><a href="classarmnn_1_1_unidirectional_sequence_lstm_layer.html#a3d3e6d0c3e6e570d9f831489c3bd14ce">armnn::UnidirectionalSequenceLstmLayer::m_ProjectionParameters</a></div><div class="ttdeci">LstmOptProjectionParameters m_ProjectionParameters</div><div class="ttdef"><b>Definition:</b> <a href="_unidirectional_sequence_lstm_layer_8hpp_source.html#l00022">UnidirectionalSequenceLstmLayer.hpp:22</a></div></div>
<!-- start footer part -->
<div id="nav-path" class="navpath"><!-- id is needed for treeview function! -->
<ul>
<li class="navelem"><a class="el" href="dir_68267d1309a1af8e8297ef4c3efbcdba.html">src</a></li><li class="navelem"><a class="el" href="dir_e0a84d05c80a2ef4231141dcbbeac5c8.html">armnn</a></li><li class="navelem"><a class="el" href="dir_9da6642ce0fd5a8c83524f1b621275be.html">layers</a></li><li class="navelem"><a class="el" href="_unidirectional_sequence_lstm_layer_8hpp.html">UnidirectionalSequenceLstmLayer.hpp</a></li>
<li class="footer">Generated on Wed Feb 14 2024 16:36:14 for Arm NN by
<a href="http://www.doxygen.org/index.html">
<img class="footer" src="doxygen.png" alt="doxygen"/></a> 1.8.17 </li>
</ul>
</div>
</body>
</html>