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review.mlplatform.org / ml / armnn / 7435eccdf0c207eb4f688d8648a13ad29eec73a1 / . / 20.11 / structarmnn_1_1_lstm_descriptor.xhtml
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James Ward7435ecc2020-11-25 10:00:28 +0000[diff] [blame^]1<!-- Copyright (c) 2020 ARM Limited. -->
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98<a href="#pub-methods">Public Member Functions</a> &#124;
99<a href="#pub-attribs">Public Attributes</a> &#124;
100<a href="structarmnn_1_1_lstm_descriptor-members.xhtml">List of all members</a> </div>
101 <div class="headertitle">
102<div class="title">LstmDescriptor Struct Reference</div> </div>
103</div><!--header-->
104<div class="contents">
105
106<p>An <a class="el" href="structarmnn_1_1_lstm_descriptor.xhtml" title="An LstmDescriptor for the LstmLayer. ">LstmDescriptor</a> for the <a class="el" href="classarmnn_1_1_lstm_layer.xhtml" title="This layer represents a LSTM operation. ">LstmLayer</a>.
107 <a href="structarmnn_1_1_lstm_descriptor.xhtml#details">More...</a></p>
108
109<p><code>#include &lt;<a class="el" href="_descriptors_8hpp_source.xhtml">Descriptors.hpp</a>&gt;</code></p>
110<table class="memberdecls">
111<tr class="heading"><td colspan="2"><h2 class="groupheader"><a name="pub-methods"></a>
112Public Member Functions</h2></td></tr>
113<tr class="memitem:a4a6bc0b32c1db8d15971cae0ed4483a1"><td class="memItemLeft" align="right" valign="top">&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="structarmnn_1_1_lstm_descriptor.xhtml#a4a6bc0b32c1db8d15971cae0ed4483a1">LstmDescriptor</a> ()</td></tr>
114<tr class="separator:a4a6bc0b32c1db8d15971cae0ed4483a1"><td class="memSeparator" colspan="2">&#160;</td></tr>
115<tr class="memitem:a3f7f9ecbcc21de1bf2090474c6360014"><td class="memItemLeft" align="right" valign="top">bool&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="structarmnn_1_1_lstm_descriptor.xhtml#a3f7f9ecbcc21de1bf2090474c6360014">operator==</a> (const <a class="el" href="structarmnn_1_1_lstm_descriptor.xhtml">LstmDescriptor</a> &amp;rhs) const</td></tr>
116<tr class="separator:a3f7f9ecbcc21de1bf2090474c6360014"><td class="memSeparator" colspan="2">&#160;</td></tr>
117</table><table class="memberdecls">
118<tr class="heading"><td colspan="2"><h2 class="groupheader"><a name="pub-attribs"></a>
119Public Attributes</h2></td></tr>
120<tr class="memitem:ae1b07ed928036004bd257169e5aeeef4"><td class="memItemLeft" align="right" valign="top">uint32_t&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="structarmnn_1_1_lstm_descriptor.xhtml#ae1b07ed928036004bd257169e5aeeef4">m_ActivationFunc</a></td></tr>
121<tr class="memdesc:ae1b07ed928036004bd257169e5aeeef4"><td class="mdescLeft">&#160;</td><td class="mdescRight">The activation function to use. <a href="#ae1b07ed928036004bd257169e5aeeef4">More...</a><br /></td></tr>
122<tr class="separator:ae1b07ed928036004bd257169e5aeeef4"><td class="memSeparator" colspan="2">&#160;</td></tr>
123<tr class="memitem:a531a3907ec13d3772370da88030191a5"><td class="memItemLeft" align="right" valign="top">float&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="structarmnn_1_1_lstm_descriptor.xhtml#a531a3907ec13d3772370da88030191a5">m_ClippingThresCell</a></td></tr>
124<tr class="memdesc:a531a3907ec13d3772370da88030191a5"><td class="mdescLeft">&#160;</td><td class="mdescRight">Clipping threshold value for the cell state. <a href="#a531a3907ec13d3772370da88030191a5">More...</a><br /></td></tr>
125<tr class="separator:a531a3907ec13d3772370da88030191a5"><td class="memSeparator" colspan="2">&#160;</td></tr>
126<tr class="memitem:a86e88bef0df4df96df752b4b8955a3af"><td class="memItemLeft" align="right" valign="top">float&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="structarmnn_1_1_lstm_descriptor.xhtml#a86e88bef0df4df96df752b4b8955a3af">m_ClippingThresProj</a></td></tr>
127<tr class="memdesc:a86e88bef0df4df96df752b4b8955a3af"><td class="mdescLeft">&#160;</td><td class="mdescRight">Clipping threshold value for the projection. <a href="#a86e88bef0df4df96df752b4b8955a3af">More...</a><br /></td></tr>
128<tr class="separator:a86e88bef0df4df96df752b4b8955a3af"><td class="memSeparator" colspan="2">&#160;</td></tr>
129<tr class="memitem:ad474e5c51a0b194ef32e812b86c0cbdb"><td class="memItemLeft" align="right" valign="top">bool&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="structarmnn_1_1_lstm_descriptor.xhtml#ad474e5c51a0b194ef32e812b86c0cbdb">m_CifgEnabled</a></td></tr>
130<tr class="memdesc:ad474e5c51a0b194ef32e812b86c0cbdb"><td class="mdescLeft">&#160;</td><td class="mdescRight">Enable/disable cifg (coupled input &amp; forget gate). <a href="#ad474e5c51a0b194ef32e812b86c0cbdb">More...</a><br /></td></tr>
131<tr class="separator:ad474e5c51a0b194ef32e812b86c0cbdb"><td class="memSeparator" colspan="2">&#160;</td></tr>
132<tr class="memitem:a2837b4396f20c956952d1a7286cab5f8"><td class="memItemLeft" align="right" valign="top">bool&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="structarmnn_1_1_lstm_descriptor.xhtml#a2837b4396f20c956952d1a7286cab5f8">m_PeepholeEnabled</a></td></tr>
133<tr class="memdesc:a2837b4396f20c956952d1a7286cab5f8"><td class="mdescLeft">&#160;</td><td class="mdescRight">Enable/disable peephole. <a href="#a2837b4396f20c956952d1a7286cab5f8">More...</a><br /></td></tr>
134<tr class="separator:a2837b4396f20c956952d1a7286cab5f8"><td class="memSeparator" colspan="2">&#160;</td></tr>
135<tr class="memitem:a6c9de81fc65b3c4924cab11907075a17"><td class="memItemLeft" align="right" valign="top">bool&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="structarmnn_1_1_lstm_descriptor.xhtml#a6c9de81fc65b3c4924cab11907075a17">m_ProjectionEnabled</a></td></tr>
136<tr class="memdesc:a6c9de81fc65b3c4924cab11907075a17"><td class="mdescLeft">&#160;</td><td class="mdescRight">Enable/disable the projection layer. <a href="#a6c9de81fc65b3c4924cab11907075a17">More...</a><br /></td></tr>
137<tr class="separator:a6c9de81fc65b3c4924cab11907075a17"><td class="memSeparator" colspan="2">&#160;</td></tr>
138<tr class="memitem:a4a8ec49f130084445d44297549254780"><td class="memItemLeft" align="right" valign="top">bool&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="structarmnn_1_1_lstm_descriptor.xhtml#a4a8ec49f130084445d44297549254780">m_LayerNormEnabled</a></td></tr>
139<tr class="memdesc:a4a8ec49f130084445d44297549254780"><td class="mdescLeft">&#160;</td><td class="mdescRight">Enable/disable layer normalization. <a href="#a4a8ec49f130084445d44297549254780">More...</a><br /></td></tr>
140<tr class="separator:a4a8ec49f130084445d44297549254780"><td class="memSeparator" colspan="2">&#160;</td></tr>
141</table>
142<a name="details" id="details"></a><h2 class="groupheader">Detailed Description</h2>
143<div class="textblock"><p>An <a class="el" href="structarmnn_1_1_lstm_descriptor.xhtml" title="An LstmDescriptor for the LstmLayer. ">LstmDescriptor</a> for the <a class="el" href="classarmnn_1_1_lstm_layer.xhtml" title="This layer represents a LSTM operation. ">LstmLayer</a>. </p>
144
145<p class="definition">Definition at line <a class="el" href="_descriptors_8hpp_source.xhtml#l00897">897</a> of file <a class="el" href="_descriptors_8hpp_source.xhtml">Descriptors.hpp</a>.</p>
146</div><h2 class="groupheader">Constructor &amp; Destructor Documentation</h2>
147<a id="a4a6bc0b32c1db8d15971cae0ed4483a1"></a>
148<h2 class="memtitle"><span class="permalink"><a href="#a4a6bc0b32c1db8d15971cae0ed4483a1">&#9670;&nbsp;</a></span>LstmDescriptor()</h2>
149
150<div class="memitem">
151<div class="memproto">
152<table class="mlabels">
153 <tr>
154 <td class="mlabels-left">
155 <table class="memname">
156 <tr>
157 <td class="memname"><a class="el" href="structarmnn_1_1_lstm_descriptor.xhtml">LstmDescriptor</a> </td>
158 <td>(</td>
159 <td class="paramname"></td><td>)</td>
160 <td></td>
161 </tr>
162 </table>
163 </td>
164 <td class="mlabels-right">
165<span class="mlabels"><span class="mlabel">inline</span></span> </td>
166 </tr>
167</table>
168</div><div class="memdoc">
169
170<p class="definition">Definition at line <a class="el" href="_descriptors_8hpp_source.xhtml#l00899">899</a> of file <a class="el" href="_descriptors_8hpp_source.xhtml">Descriptors.hpp</a>.</p>
171<div class="fragment"><div class="line"><a name="l00900"></a><span class="lineno"> 900</span>&#160; : <a class="code" href="structarmnn_1_1_lstm_descriptor.xhtml#ae1b07ed928036004bd257169e5aeeef4">m_ActivationFunc</a>(1) <span class="comment">// 0: None, 1: Relu, 3: Relu6, 4: Tanh, 6: Sigmoid</span></div><div class="line"><a name="l00901"></a><span class="lineno"> 901</span>&#160; , <a class="code" href="structarmnn_1_1_lstm_descriptor.xhtml#a531a3907ec13d3772370da88030191a5">m_ClippingThresCell</a>(0.0)</div><div class="line"><a name="l00902"></a><span class="lineno"> 902</span>&#160; , <a class="code" href="structarmnn_1_1_lstm_descriptor.xhtml#a86e88bef0df4df96df752b4b8955a3af">m_ClippingThresProj</a>(0.0)</div><div class="line"><a name="l00903"></a><span class="lineno"> 903</span>&#160; , <a class="code" href="structarmnn_1_1_lstm_descriptor.xhtml#ad474e5c51a0b194ef32e812b86c0cbdb">m_CifgEnabled</a>(<span class="keyword">true</span>)</div><div class="line"><a name="l00904"></a><span class="lineno"> 904</span>&#160; , <a class="code" href="structarmnn_1_1_lstm_descriptor.xhtml#a2837b4396f20c956952d1a7286cab5f8">m_PeepholeEnabled</a>(<span class="keyword">false</span>)</div><div class="line"><a name="l00905"></a><span class="lineno"> 905</span>&#160; , <a class="code" href="structarmnn_1_1_lstm_descriptor.xhtml#a6c9de81fc65b3c4924cab11907075a17">m_ProjectionEnabled</a>(<span class="keyword">false</span>)</div><div class="line"><a name="l00906"></a><span class="lineno"> 906</span>&#160; , <a class="code" href="structarmnn_1_1_lstm_descriptor.xhtml#a4a8ec49f130084445d44297549254780">m_LayerNormEnabled</a>(<span class="keyword">false</span>)</div><div class="line"><a name="l00907"></a><span class="lineno"> 907</span>&#160; {}</div><div class="ttc" id="structarmnn_1_1_lstm_descriptor_xhtml_a6c9de81fc65b3c4924cab11907075a17"><div class="ttname"><a href="structarmnn_1_1_lstm_descriptor.xhtml#a6c9de81fc65b3c4924cab11907075a17">armnn::LstmDescriptor::m_ProjectionEnabled</a></div><div class="ttdeci">bool m_ProjectionEnabled</div><div class="ttdoc">Enable/disable the projection layer. </div><div class="ttdef"><b>Definition:</b> <a href="_descriptors_8hpp_source.xhtml#l00931">Descriptors.hpp:931</a></div></div>
172<div class="ttc" id="structarmnn_1_1_lstm_descriptor_xhtml_a86e88bef0df4df96df752b4b8955a3af"><div class="ttname"><a href="structarmnn_1_1_lstm_descriptor.xhtml#a86e88bef0df4df96df752b4b8955a3af">armnn::LstmDescriptor::m_ClippingThresProj</a></div><div class="ttdeci">float m_ClippingThresProj</div><div class="ttdoc">Clipping threshold value for the projection. </div><div class="ttdef"><b>Definition:</b> <a href="_descriptors_8hpp_source.xhtml#l00925">Descriptors.hpp:925</a></div></div>
173<div class="ttc" id="structarmnn_1_1_lstm_descriptor_xhtml_a2837b4396f20c956952d1a7286cab5f8"><div class="ttname"><a href="structarmnn_1_1_lstm_descriptor.xhtml#a2837b4396f20c956952d1a7286cab5f8">armnn::LstmDescriptor::m_PeepholeEnabled</a></div><div class="ttdeci">bool m_PeepholeEnabled</div><div class="ttdoc">Enable/disable peephole. </div><div class="ttdef"><b>Definition:</b> <a href="_descriptors_8hpp_source.xhtml#l00929">Descriptors.hpp:929</a></div></div>
174<div class="ttc" id="structarmnn_1_1_lstm_descriptor_xhtml_ae1b07ed928036004bd257169e5aeeef4"><div class="ttname"><a href="structarmnn_1_1_lstm_descriptor.xhtml#ae1b07ed928036004bd257169e5aeeef4">armnn::LstmDescriptor::m_ActivationFunc</a></div><div class="ttdeci">uint32_t m_ActivationFunc</div><div class="ttdoc">The activation function to use. </div><div class="ttdef"><b>Definition:</b> <a href="_descriptors_8hpp_source.xhtml#l00921">Descriptors.hpp:921</a></div></div>
175<div class="ttc" id="structarmnn_1_1_lstm_descriptor_xhtml_a531a3907ec13d3772370da88030191a5"><div class="ttname"><a href="structarmnn_1_1_lstm_descriptor.xhtml#a531a3907ec13d3772370da88030191a5">armnn::LstmDescriptor::m_ClippingThresCell</a></div><div class="ttdeci">float m_ClippingThresCell</div><div class="ttdoc">Clipping threshold value for the cell state. </div><div class="ttdef"><b>Definition:</b> <a href="_descriptors_8hpp_source.xhtml#l00923">Descriptors.hpp:923</a></div></div>
176<div class="ttc" id="structarmnn_1_1_lstm_descriptor_xhtml_ad474e5c51a0b194ef32e812b86c0cbdb"><div class="ttname"><a href="structarmnn_1_1_lstm_descriptor.xhtml#ad474e5c51a0b194ef32e812b86c0cbdb">armnn::LstmDescriptor::m_CifgEnabled</a></div><div class="ttdeci">bool m_CifgEnabled</div><div class="ttdoc">Enable/disable cifg (coupled input &amp; forget gate). </div><div class="ttdef"><b>Definition:</b> <a href="_descriptors_8hpp_source.xhtml#l00927">Descriptors.hpp:927</a></div></div>
177<div class="ttc" id="structarmnn_1_1_lstm_descriptor_xhtml_a4a8ec49f130084445d44297549254780"><div class="ttname"><a href="structarmnn_1_1_lstm_descriptor.xhtml#a4a8ec49f130084445d44297549254780">armnn::LstmDescriptor::m_LayerNormEnabled</a></div><div class="ttdeci">bool m_LayerNormEnabled</div><div class="ttdoc">Enable/disable layer normalization. </div><div class="ttdef"><b>Definition:</b> <a href="_descriptors_8hpp_source.xhtml#l00933">Descriptors.hpp:933</a></div></div>
178</div><!-- fragment -->
179</div>
180</div>
181<h2 class="groupheader">Member Function Documentation</h2>
182<a id="a3f7f9ecbcc21de1bf2090474c6360014"></a>
183<h2 class="memtitle"><span class="permalink"><a href="#a3f7f9ecbcc21de1bf2090474c6360014">&#9670;&nbsp;</a></span>operator==()</h2>
184
185<div class="memitem">
186<div class="memproto">
187<table class="mlabels">
188 <tr>
189 <td class="mlabels-left">
190 <table class="memname">
191 <tr>
192 <td class="memname">bool operator== </td>
193 <td>(</td>
194 <td class="paramtype">const <a class="el" href="structarmnn_1_1_lstm_descriptor.xhtml">LstmDescriptor</a> &amp;&#160;</td>
195 <td class="paramname"><em>rhs</em></td><td>)</td>
196 <td> const</td>
197 </tr>
198 </table>
199 </td>
200 <td class="mlabels-right">
201<span class="mlabels"><span class="mlabel">inline</span></span> </td>
202 </tr>
203</table>
204</div><div class="memdoc">
205
206<p class="definition">Definition at line <a class="el" href="_descriptors_8hpp_source.xhtml#l00909">909</a> of file <a class="el" href="_descriptors_8hpp_source.xhtml">Descriptors.hpp</a>.</p>
207
208<p class="reference">References <a class="el" href="_descriptors_8hpp_source.xhtml#l00921">LstmDescriptor::m_ActivationFunc</a>, <a class="el" href="_descriptors_8hpp_source.xhtml#l00927">LstmDescriptor::m_CifgEnabled</a>, <a class="el" href="_descriptors_8hpp_source.xhtml#l00923">LstmDescriptor::m_ClippingThresCell</a>, <a class="el" href="_descriptors_8hpp_source.xhtml#l00925">LstmDescriptor::m_ClippingThresProj</a>, <a class="el" href="_descriptors_8hpp_source.xhtml#l00933">LstmDescriptor::m_LayerNormEnabled</a>, and <a class="el" href="_descriptors_8hpp_source.xhtml#l00929">LstmDescriptor::m_PeepholeEnabled</a>.</p>
209<div class="fragment"><div class="line"><a name="l00910"></a><span class="lineno"> 910</span>&#160; {</div><div class="line"><a name="l00911"></a><span class="lineno"> 911</span>&#160; <span class="keywordflow">return</span> <a class="code" href="structarmnn_1_1_lstm_descriptor.xhtml#ae1b07ed928036004bd257169e5aeeef4">m_ActivationFunc</a> == rhs.m_ActivationFunc &amp;&amp;</div><div class="line"><a name="l00912"></a><span class="lineno"> 912</span>&#160; <a class="code" href="structarmnn_1_1_lstm_descriptor.xhtml#a531a3907ec13d3772370da88030191a5">m_ClippingThresCell</a> == rhs.m_ClippingThresCell &amp;&amp;</div><div class="line"><a name="l00913"></a><span class="lineno"> 913</span>&#160; <a class="code" href="structarmnn_1_1_lstm_descriptor.xhtml#a86e88bef0df4df96df752b4b8955a3af">m_ClippingThresProj</a> == rhs.m_ClippingThresProj &amp;&amp;</div><div class="line"><a name="l00914"></a><span class="lineno"> 914</span>&#160; <a class="code" href="structarmnn_1_1_lstm_descriptor.xhtml#ad474e5c51a0b194ef32e812b86c0cbdb">m_CifgEnabled</a> == rhs.m_CifgEnabled &amp;&amp;</div><div class="line"><a name="l00915"></a><span class="lineno"> 915</span>&#160; <a class="code" href="structarmnn_1_1_lstm_descriptor.xhtml#a2837b4396f20c956952d1a7286cab5f8">m_PeepholeEnabled</a> == rhs.m_PeepholeEnabled &amp;&amp;</div><div class="line"><a name="l00916"></a><span class="lineno"> 916</span>&#160; <a class="code" href="structarmnn_1_1_lstm_descriptor.xhtml#a4a8ec49f130084445d44297549254780">m_LayerNormEnabled</a> == rhs.m_LayerNormEnabled;</div><div class="line"><a name="l00917"></a><span class="lineno"> 917</span>&#160; }</div><div class="ttc" id="structarmnn_1_1_lstm_descriptor_xhtml_a86e88bef0df4df96df752b4b8955a3af"><div class="ttname"><a href="structarmnn_1_1_lstm_descriptor.xhtml#a86e88bef0df4df96df752b4b8955a3af">armnn::LstmDescriptor::m_ClippingThresProj</a></div><div class="ttdeci">float m_ClippingThresProj</div><div class="ttdoc">Clipping threshold value for the projection. </div><div class="ttdef"><b>Definition:</b> <a href="_descriptors_8hpp_source.xhtml#l00925">Descriptors.hpp:925</a></div></div>
210<div class="ttc" id="structarmnn_1_1_lstm_descriptor_xhtml_a2837b4396f20c956952d1a7286cab5f8"><div class="ttname"><a href="structarmnn_1_1_lstm_descriptor.xhtml#a2837b4396f20c956952d1a7286cab5f8">armnn::LstmDescriptor::m_PeepholeEnabled</a></div><div class="ttdeci">bool m_PeepholeEnabled</div><div class="ttdoc">Enable/disable peephole. </div><div class="ttdef"><b>Definition:</b> <a href="_descriptors_8hpp_source.xhtml#l00929">Descriptors.hpp:929</a></div></div>
211<div class="ttc" id="structarmnn_1_1_lstm_descriptor_xhtml_ae1b07ed928036004bd257169e5aeeef4"><div class="ttname"><a href="structarmnn_1_1_lstm_descriptor.xhtml#ae1b07ed928036004bd257169e5aeeef4">armnn::LstmDescriptor::m_ActivationFunc</a></div><div class="ttdeci">uint32_t m_ActivationFunc</div><div class="ttdoc">The activation function to use. </div><div class="ttdef"><b>Definition:</b> <a href="_descriptors_8hpp_source.xhtml#l00921">Descriptors.hpp:921</a></div></div>
212<div class="ttc" id="structarmnn_1_1_lstm_descriptor_xhtml_a531a3907ec13d3772370da88030191a5"><div class="ttname"><a href="structarmnn_1_1_lstm_descriptor.xhtml#a531a3907ec13d3772370da88030191a5">armnn::LstmDescriptor::m_ClippingThresCell</a></div><div class="ttdeci">float m_ClippingThresCell</div><div class="ttdoc">Clipping threshold value for the cell state. </div><div class="ttdef"><b>Definition:</b> <a href="_descriptors_8hpp_source.xhtml#l00923">Descriptors.hpp:923</a></div></div>
213<div class="ttc" id="structarmnn_1_1_lstm_descriptor_xhtml_ad474e5c51a0b194ef32e812b86c0cbdb"><div class="ttname"><a href="structarmnn_1_1_lstm_descriptor.xhtml#ad474e5c51a0b194ef32e812b86c0cbdb">armnn::LstmDescriptor::m_CifgEnabled</a></div><div class="ttdeci">bool m_CifgEnabled</div><div class="ttdoc">Enable/disable cifg (coupled input &amp; forget gate). </div><div class="ttdef"><b>Definition:</b> <a href="_descriptors_8hpp_source.xhtml#l00927">Descriptors.hpp:927</a></div></div>
214<div class="ttc" id="structarmnn_1_1_lstm_descriptor_xhtml_a4a8ec49f130084445d44297549254780"><div class="ttname"><a href="structarmnn_1_1_lstm_descriptor.xhtml#a4a8ec49f130084445d44297549254780">armnn::LstmDescriptor::m_LayerNormEnabled</a></div><div class="ttdeci">bool m_LayerNormEnabled</div><div class="ttdoc">Enable/disable layer normalization. </div><div class="ttdef"><b>Definition:</b> <a href="_descriptors_8hpp_source.xhtml#l00933">Descriptors.hpp:933</a></div></div>
215</div><!-- fragment -->
216</div>
217</div>
218<h2 class="groupheader">Member Data Documentation</h2>
219<a id="ae1b07ed928036004bd257169e5aeeef4"></a>
220<h2 class="memtitle"><span class="permalink"><a href="#ae1b07ed928036004bd257169e5aeeef4">&#9670;&nbsp;</a></span>m_ActivationFunc</h2>
221
222<div class="memitem">
223<div class="memproto">
224 <table class="memname">
225 <tr>
226 <td class="memname">uint32_t m_ActivationFunc</td>
227 </tr>
228 </table>
229</div><div class="memdoc">
230
231<p>The activation function to use. </p>
232<p>0: None, 1: Relu, 3: Relu6, 4: Tanh, 6: Sigmoid. </p>
233
234<p class="definition">Definition at line <a class="el" href="_descriptors_8hpp_source.xhtml#l00921">921</a> of file <a class="el" href="_descriptors_8hpp_source.xhtml">Descriptors.hpp</a>.</p>
235
236<p class="reference">Referenced by <a class="el" href="_const_tensor_layer_visitor_8cpp_source.xhtml#l00656">armnn::BOOST_AUTO_TEST_CASE()</a>, <a class="el" href="_serializer_tests_8cpp_source.xhtml#l03076">BOOST_AUTO_TEST_CASE()</a>, <a class="el" href="_const_tensor_layer_visitor_8cpp_source.xhtml#l00051">TestLstmLayerVisitor::CheckDescriptor()</a>, <a class="el" href="_ref_lstm_workload_8cpp_source.xhtml#l00041">RefLstmWorkload::Execute()</a>, <a class="el" href="_deserializer_8cpp_source.xhtml#l02564">Deserializer::GetLstmDescriptor()</a>, <a class="el" href="_descriptors_8hpp_source.xhtml#l00909">LstmDescriptor::operator==()</a>, <a class="el" href="_serialize_layer_parameters_8cpp_source.xhtml#l00354">StringifyLayerParameters&lt; LstmDescriptor &gt;::Serialize()</a>, and <a class="el" href="_serializer_8cpp_source.xhtml#l00606">SerializerVisitor::VisitLstmLayer()</a>.</p>
237
238</div>
239</div>
240<a id="ad474e5c51a0b194ef32e812b86c0cbdb"></a>
241<h2 class="memtitle"><span class="permalink"><a href="#ad474e5c51a0b194ef32e812b86c0cbdb">&#9670;&nbsp;</a></span>m_CifgEnabled</h2>
242
243<div class="memitem">
244<div class="memproto">
245 <table class="memname">
246 <tr>
247 <td class="memname">bool m_CifgEnabled</td>
248 </tr>
249 </table>
250</div><div class="memdoc">
251
252<p>Enable/disable cifg (coupled input &amp; forget gate). </p>
253
254<p class="definition">Definition at line <a class="el" href="_descriptors_8hpp_source.xhtml#l00927">927</a> of file <a class="el" href="_descriptors_8hpp_source.xhtml">Descriptors.hpp</a>.</p>
255
256<p class="reference">Referenced by <a class="el" href="_const_tensor_layer_visitor_8cpp_source.xhtml#l00656">armnn::BOOST_AUTO_TEST_CASE()</a>, <a class="el" href="_serializer_tests_8cpp_source.xhtml#l03076">BOOST_AUTO_TEST_CASE()</a>, <a class="el" href="_const_tensor_layer_visitor_8cpp_source.xhtml#l00051">TestLstmLayerVisitor::CheckDescriptor()</a>, <a class="el" href="_lstm_layer_8cpp_source.xhtml#l00022">LstmLayer::CreateWorkload()</a>, <a class="el" href="_ref_lstm_workload_8cpp_source.xhtml#l00041">RefLstmWorkload::Execute()</a>, <a class="el" href="_deserializer_8cpp_source.xhtml#l02564">Deserializer::GetLstmDescriptor()</a>, <a class="el" href="_lstm_layer_8cpp_source.xhtml#l00150">LstmLayer::InferOutputShapes()</a>, <a class="el" href="_ref_layer_support_8cpp_source.xhtml#l01199">RefLayerSupport::IsLstmSupported()</a>, <a class="el" href="_descriptors_8hpp_source.xhtml#l00909">LstmDescriptor::operator==()</a>, <a class="el" href="_serialize_layer_parameters_8cpp_source.xhtml#l00354">StringifyLayerParameters&lt; LstmDescriptor &gt;::Serialize()</a>, <a class="el" href="_lstm_layer_8cpp_source.xhtml#l00168">LstmLayer::ValidateTensorShapesFromInputs()</a>, and <a class="el" href="_serializer_8cpp_source.xhtml#l00606">SerializerVisitor::VisitLstmLayer()</a>.</p>
257
258</div>
259</div>
260<a id="a531a3907ec13d3772370da88030191a5"></a>
261<h2 class="memtitle"><span class="permalink"><a href="#a531a3907ec13d3772370da88030191a5">&#9670;&nbsp;</a></span>m_ClippingThresCell</h2>
262
263<div class="memitem">
264<div class="memproto">
265 <table class="memname">
266 <tr>
267 <td class="memname">float m_ClippingThresCell</td>
268 </tr>
269 </table>
270</div><div class="memdoc">
271
272<p>Clipping threshold value for the cell state. </p>
273
274<p class="definition">Definition at line <a class="el" href="_descriptors_8hpp_source.xhtml#l00923">923</a> of file <a class="el" href="_descriptors_8hpp_source.xhtml">Descriptors.hpp</a>.</p>
275
276<p class="reference">Referenced by <a class="el" href="_const_tensor_layer_visitor_8cpp_source.xhtml#l00656">armnn::BOOST_AUTO_TEST_CASE()</a>, <a class="el" href="_serializer_tests_8cpp_source.xhtml#l03076">BOOST_AUTO_TEST_CASE()</a>, <a class="el" href="_const_tensor_layer_visitor_8cpp_source.xhtml#l00051">TestLstmLayerVisitor::CheckDescriptor()</a>, <a class="el" href="_ref_lstm_workload_8cpp_source.xhtml#l00041">RefLstmWorkload::Execute()</a>, <a class="el" href="_deserializer_8cpp_source.xhtml#l02564">Deserializer::GetLstmDescriptor()</a>, <a class="el" href="_descriptors_8hpp_source.xhtml#l00909">LstmDescriptor::operator==()</a>, <a class="el" href="_serialize_layer_parameters_8cpp_source.xhtml#l00354">StringifyLayerParameters&lt; LstmDescriptor &gt;::Serialize()</a>, and <a class="el" href="_serializer_8cpp_source.xhtml#l00606">SerializerVisitor::VisitLstmLayer()</a>.</p>
277
278</div>
279</div>
280<a id="a86e88bef0df4df96df752b4b8955a3af"></a>
281<h2 class="memtitle"><span class="permalink"><a href="#a86e88bef0df4df96df752b4b8955a3af">&#9670;&nbsp;</a></span>m_ClippingThresProj</h2>
282
283<div class="memitem">
284<div class="memproto">
285 <table class="memname">
286 <tr>
287 <td class="memname">float m_ClippingThresProj</td>
288 </tr>
289 </table>
290</div><div class="memdoc">
291
292<p>Clipping threshold value for the projection. </p>
293
294<p class="definition">Definition at line <a class="el" href="_descriptors_8hpp_source.xhtml#l00925">925</a> of file <a class="el" href="_descriptors_8hpp_source.xhtml">Descriptors.hpp</a>.</p>
295
296<p class="reference">Referenced by <a class="el" href="_const_tensor_layer_visitor_8cpp_source.xhtml#l00656">armnn::BOOST_AUTO_TEST_CASE()</a>, <a class="el" href="_serializer_tests_8cpp_source.xhtml#l03076">BOOST_AUTO_TEST_CASE()</a>, <a class="el" href="_const_tensor_layer_visitor_8cpp_source.xhtml#l00051">TestLstmLayerVisitor::CheckDescriptor()</a>, <a class="el" href="_ref_lstm_workload_8cpp_source.xhtml#l00041">RefLstmWorkload::Execute()</a>, <a class="el" href="_deserializer_8cpp_source.xhtml#l02564">Deserializer::GetLstmDescriptor()</a>, <a class="el" href="_descriptors_8hpp_source.xhtml#l00909">LstmDescriptor::operator==()</a>, <a class="el" href="_serialize_layer_parameters_8cpp_source.xhtml#l00354">StringifyLayerParameters&lt; LstmDescriptor &gt;::Serialize()</a>, and <a class="el" href="_serializer_8cpp_source.xhtml#l00606">SerializerVisitor::VisitLstmLayer()</a>.</p>
297
298</div>
299</div>
300<a id="a4a8ec49f130084445d44297549254780"></a>
301<h2 class="memtitle"><span class="permalink"><a href="#a4a8ec49f130084445d44297549254780">&#9670;&nbsp;</a></span>m_LayerNormEnabled</h2>
302
303<div class="memitem">
304<div class="memproto">
305 <table class="memname">
306 <tr>
307 <td class="memname">bool m_LayerNormEnabled</td>
308 </tr>
309 </table>
310</div><div class="memdoc">
311
312<p>Enable/disable layer normalization. </p>
313
314<p class="definition">Definition at line <a class="el" href="_descriptors_8hpp_source.xhtml#l00933">933</a> of file <a class="el" href="_descriptors_8hpp_source.xhtml">Descriptors.hpp</a>.</p>
315
316<p class="reference">Referenced by <a class="el" href="_serializer_tests_8cpp_source.xhtml#l03336">BOOST_AUTO_TEST_CASE()</a>, <a class="el" href="_lstm_layer_8cpp_source.xhtml#l00022">LstmLayer::CreateWorkload()</a>, <a class="el" href="_ref_lstm_workload_8cpp_source.xhtml#l00041">RefLstmWorkload::Execute()</a>, <a class="el" href="_deserializer_8cpp_source.xhtml#l02564">Deserializer::GetLstmDescriptor()</a>, <a class="el" href="_ref_layer_support_8cpp_source.xhtml#l01199">RefLayerSupport::IsLstmSupported()</a>, <a class="el" href="_descriptors_8hpp_source.xhtml#l00909">LstmDescriptor::operator==()</a>, <a class="el" href="_serialize_layer_parameters_8cpp_source.xhtml#l00354">StringifyLayerParameters&lt; LstmDescriptor &gt;::Serialize()</a>, and <a class="el" href="_serializer_8cpp_source.xhtml#l00606">SerializerVisitor::VisitLstmLayer()</a>.</p>
317
318</div>
319</div>
320<a id="a2837b4396f20c956952d1a7286cab5f8"></a>
321<h2 class="memtitle"><span class="permalink"><a href="#a2837b4396f20c956952d1a7286cab5f8">&#9670;&nbsp;</a></span>m_PeepholeEnabled</h2>
322
323<div class="memitem">
324<div class="memproto">
325 <table class="memname">
326 <tr>
327 <td class="memname">bool m_PeepholeEnabled</td>
328 </tr>
329 </table>
330</div><div class="memdoc">
331
332<p>Enable/disable peephole. </p>
333
334<p class="definition">Definition at line <a class="el" href="_descriptors_8hpp_source.xhtml#l00929">929</a> of file <a class="el" href="_descriptors_8hpp_source.xhtml">Descriptors.hpp</a>.</p>
335
336<p class="reference">Referenced by <a class="el" href="_const_tensor_layer_visitor_8cpp_source.xhtml#l00985">armnn::BOOST_AUTO_TEST_CASE()</a>, <a class="el" href="_serializer_tests_8cpp_source.xhtml#l03076">BOOST_AUTO_TEST_CASE()</a>, <a class="el" href="_const_tensor_layer_visitor_8cpp_source.xhtml#l00051">TestLstmLayerVisitor::CheckDescriptor()</a>, <a class="el" href="_lstm_layer_8cpp_source.xhtml#l00022">LstmLayer::CreateWorkload()</a>, <a class="el" href="_ref_lstm_workload_8cpp_source.xhtml#l00041">RefLstmWorkload::Execute()</a>, <a class="el" href="_deserializer_8cpp_source.xhtml#l02564">Deserializer::GetLstmDescriptor()</a>, <a class="el" href="_ref_layer_support_8cpp_source.xhtml#l01199">RefLayerSupport::IsLstmSupported()</a>, <a class="el" href="_descriptors_8hpp_source.xhtml#l00909">LstmDescriptor::operator==()</a>, <a class="el" href="_serialize_layer_parameters_8cpp_source.xhtml#l00354">StringifyLayerParameters&lt; LstmDescriptor &gt;::Serialize()</a>, <a class="el" href="_lstm_layer_8cpp_source.xhtml#l00168">LstmLayer::ValidateTensorShapesFromInputs()</a>, and <a class="el" href="_serializer_8cpp_source.xhtml#l00606">SerializerVisitor::VisitLstmLayer()</a>.</p>
337
338</div>
339</div>
340<a id="a6c9de81fc65b3c4924cab11907075a17"></a>
341<h2 class="memtitle"><span class="permalink"><a href="#a6c9de81fc65b3c4924cab11907075a17">&#9670;&nbsp;</a></span>m_ProjectionEnabled</h2>
342
343<div class="memitem">
344<div class="memproto">
345 <table class="memname">
346 <tr>
347 <td class="memname">bool m_ProjectionEnabled</td>
348 </tr>
349 </table>
350</div><div class="memdoc">
351
352<p>Enable/disable the projection layer. </p>
353
354<p class="definition">Definition at line <a class="el" href="_descriptors_8hpp_source.xhtml#l00931">931</a> of file <a class="el" href="_descriptors_8hpp_source.xhtml">Descriptors.hpp</a>.</p>
355
356<p class="reference">Referenced by <a class="el" href="_const_tensor_layer_visitor_8cpp_source.xhtml#l01273">armnn::BOOST_AUTO_TEST_CASE()</a>, <a class="el" href="_serializer_tests_8cpp_source.xhtml#l03076">BOOST_AUTO_TEST_CASE()</a>, <a class="el" href="_const_tensor_layer_visitor_8cpp_source.xhtml#l00051">TestLstmLayerVisitor::CheckDescriptor()</a>, <a class="el" href="_lstm_layer_8cpp_source.xhtml#l00022">LstmLayer::CreateWorkload()</a>, <a class="el" href="_ref_lstm_workload_8cpp_source.xhtml#l00041">RefLstmWorkload::Execute()</a>, <a class="el" href="_deserializer_8cpp_source.xhtml#l02564">Deserializer::GetLstmDescriptor()</a>, <a class="el" href="_ref_layer_support_8cpp_source.xhtml#l01199">RefLayerSupport::IsLstmSupported()</a>, <a class="el" href="_serialize_layer_parameters_8cpp_source.xhtml#l00354">StringifyLayerParameters&lt; LstmDescriptor &gt;::Serialize()</a>, <a class="el" href="_lstm_layer_8cpp_source.xhtml#l00168">LstmLayer::ValidateTensorShapesFromInputs()</a>, and <a class="el" href="_serializer_8cpp_source.xhtml#l00606">SerializerVisitor::VisitLstmLayer()</a>.</p>
357
358</div>
359</div>
360<hr/>The documentation for this struct was generated from the following file:<ul>
361<li>include/armnn/<a class="el" href="_descriptors_8hpp_source.xhtml">Descriptors.hpp</a></li>
362</ul>
363</div><!-- contents -->
364</div><!-- doc-content -->
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368 <li class="navelem"><a class="el" href="namespacearmnn.xhtml">armnn</a></li><li class="navelem"><a class="el" href="structarmnn_1_1_lstm_descriptor.xhtml">LstmDescriptor</a></li>
369 <li class="footer">Generated on Wed Nov 25 2020 09:59:18 for ArmNN by
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