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Nikhil Raj1dc83fe2024-05-16 09:47:51 +0100[diff] [blame]39 &#160;<span id="projectnumber">24.05</span>
Nikhil Raj03c7ff32023-08-22 12:00:04 +0100[diff] [blame]40 </div>
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95 <div class="summary">
96<a href="#pub-attribs">Public Attributes</a> &#124;
97<a href="structarmnn_1_1_quantized_lstm_parameters-members.html">List of all members</a> </div>
98 <div class="headertitle">
99<div class="title">QuantizedLstmParameters Struct Reference</div> </div>
100</div><!--header-->
101<div class="contents">
102
103<p><code>#include &lt;<a class="el" href="_quantized_lstm_layer_8hpp_source.html">QuantizedLstmLayer.hpp</a>&gt;</code></p>
104<table class="memberdecls">
105<tr class="heading"><td colspan="2"><h2 class="groupheader"><a name="pub-attribs"></a>
106Public Attributes</h2></td></tr>
107<tr class="memitem:a281954ff495d27f7a29e42a98768c670"><td class="memItemLeft" align="right" valign="top">std::shared_ptr&lt; <a class="el" href="classarmnn_1_1_const_tensor_handle.html">ConstTensorHandle</a> &gt;&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="structarmnn_1_1_quantized_lstm_parameters.html#a281954ff495d27f7a29e42a98768c670">m_InputToInputWeights</a></td></tr>
108<tr class="memdesc:a281954ff495d27f7a29e42a98768c670"><td class="mdescLeft">&#160;</td><td class="mdescRight">A unique pointer to represent 2D weights tensor with dimensions [outputSize, inputSize] (QAsymm8). <a href="structarmnn_1_1_quantized_lstm_parameters.html#a281954ff495d27f7a29e42a98768c670">More...</a><br /></td></tr>
109<tr class="separator:a281954ff495d27f7a29e42a98768c670"><td class="memSeparator" colspan="2">&#160;</td></tr>
110<tr class="memitem:aafad117fb253359c1d472c9faefe49ef"><td class="memItemLeft" align="right" valign="top">std::shared_ptr&lt; <a class="el" href="classarmnn_1_1_const_tensor_handle.html">ConstTensorHandle</a> &gt;&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="structarmnn_1_1_quantized_lstm_parameters.html#aafad117fb253359c1d472c9faefe49ef">m_InputToForgetWeights</a></td></tr>
111<tr class="memdesc:aafad117fb253359c1d472c9faefe49ef"><td class="mdescLeft">&#160;</td><td class="mdescRight">A unique pointer to represent 2D weights tensor with dimensions [outputSize, inputSize] (QAsymm8). <a href="structarmnn_1_1_quantized_lstm_parameters.html#aafad117fb253359c1d472c9faefe49ef">More...</a><br /></td></tr>
112<tr class="separator:aafad117fb253359c1d472c9faefe49ef"><td class="memSeparator" colspan="2">&#160;</td></tr>
113<tr class="memitem:ad3f42762262330534a4be0dde29a1318"><td class="memItemLeft" align="right" valign="top">std::shared_ptr&lt; <a class="el" href="classarmnn_1_1_const_tensor_handle.html">ConstTensorHandle</a> &gt;&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="structarmnn_1_1_quantized_lstm_parameters.html#ad3f42762262330534a4be0dde29a1318">m_InputToCellWeights</a></td></tr>
114<tr class="memdesc:ad3f42762262330534a4be0dde29a1318"><td class="mdescLeft">&#160;</td><td class="mdescRight">A unique pointer to represent 2D weights tensor with dimensions [outputSize, inputSize] (QAsymm8). <a href="structarmnn_1_1_quantized_lstm_parameters.html#ad3f42762262330534a4be0dde29a1318">More...</a><br /></td></tr>
115<tr class="separator:ad3f42762262330534a4be0dde29a1318"><td class="memSeparator" colspan="2">&#160;</td></tr>
116<tr class="memitem:a3d4f6f42e10ba6f808a5244bb7853e7e"><td class="memItemLeft" align="right" valign="top">std::shared_ptr&lt; <a class="el" href="classarmnn_1_1_const_tensor_handle.html">ConstTensorHandle</a> &gt;&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="structarmnn_1_1_quantized_lstm_parameters.html#a3d4f6f42e10ba6f808a5244bb7853e7e">m_InputToOutputWeights</a></td></tr>
117<tr class="memdesc:a3d4f6f42e10ba6f808a5244bb7853e7e"><td class="mdescLeft">&#160;</td><td class="mdescRight">A unique pointer to represent 2D weights tensor with dimensions [outputSize, inputSize] (QAsymm8). <a href="structarmnn_1_1_quantized_lstm_parameters.html#a3d4f6f42e10ba6f808a5244bb7853e7e">More...</a><br /></td></tr>
118<tr class="separator:a3d4f6f42e10ba6f808a5244bb7853e7e"><td class="memSeparator" colspan="2">&#160;</td></tr>
119<tr class="memitem:addfb6b081817510deb924c8fb5ce216c"><td class="memItemLeft" align="right" valign="top">std::shared_ptr&lt; <a class="el" href="classarmnn_1_1_const_tensor_handle.html">ConstTensorHandle</a> &gt;&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="structarmnn_1_1_quantized_lstm_parameters.html#addfb6b081817510deb924c8fb5ce216c">m_RecurrentToInputWeights</a></td></tr>
120<tr class="memdesc:addfb6b081817510deb924c8fb5ce216c"><td class="mdescLeft">&#160;</td><td class="mdescRight">A unique pointer to represent 2D weights tensor with dimensions [outputSize, outputSize] (QAsymm8). <a href="structarmnn_1_1_quantized_lstm_parameters.html#addfb6b081817510deb924c8fb5ce216c">More...</a><br /></td></tr>
121<tr class="separator:addfb6b081817510deb924c8fb5ce216c"><td class="memSeparator" colspan="2">&#160;</td></tr>
122<tr class="memitem:a1dd41cd674924907643cb088070a65d3"><td class="memItemLeft" align="right" valign="top">std::shared_ptr&lt; <a class="el" href="classarmnn_1_1_const_tensor_handle.html">ConstTensorHandle</a> &gt;&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="structarmnn_1_1_quantized_lstm_parameters.html#a1dd41cd674924907643cb088070a65d3">m_RecurrentToForgetWeights</a></td></tr>
123<tr class="memdesc:a1dd41cd674924907643cb088070a65d3"><td class="mdescLeft">&#160;</td><td class="mdescRight">A unique pointer to represent 2D weights tensor with dimensions [outputSize, outputSize] (QAsymm8). <a href="structarmnn_1_1_quantized_lstm_parameters.html#a1dd41cd674924907643cb088070a65d3">More...</a><br /></td></tr>
124<tr class="separator:a1dd41cd674924907643cb088070a65d3"><td class="memSeparator" colspan="2">&#160;</td></tr>
125<tr class="memitem:a608ed1a3d4135921ce33a286a87a072b"><td class="memItemLeft" align="right" valign="top">std::shared_ptr&lt; <a class="el" href="classarmnn_1_1_const_tensor_handle.html">ConstTensorHandle</a> &gt;&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="structarmnn_1_1_quantized_lstm_parameters.html#a608ed1a3d4135921ce33a286a87a072b">m_RecurrentToCellWeights</a></td></tr>
126<tr class="memdesc:a608ed1a3d4135921ce33a286a87a072b"><td class="mdescLeft">&#160;</td><td class="mdescRight">A unique pointer to represent 2D weights tensor with dimensions [outputSize, outputSize] (QAsymm8). <a href="structarmnn_1_1_quantized_lstm_parameters.html#a608ed1a3d4135921ce33a286a87a072b">More...</a><br /></td></tr>
127<tr class="separator:a608ed1a3d4135921ce33a286a87a072b"><td class="memSeparator" colspan="2">&#160;</td></tr>
128<tr class="memitem:addad136e04521a1d31cbebf7280c312e"><td class="memItemLeft" align="right" valign="top">std::shared_ptr&lt; <a class="el" href="classarmnn_1_1_const_tensor_handle.html">ConstTensorHandle</a> &gt;&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="structarmnn_1_1_quantized_lstm_parameters.html#addad136e04521a1d31cbebf7280c312e">m_RecurrentToOutputWeights</a></td></tr>
129<tr class="memdesc:addad136e04521a1d31cbebf7280c312e"><td class="mdescLeft">&#160;</td><td class="mdescRight">A unique pointer to represent 2D weights tensor with dimensions [outputSize, outputSize] (QAsymm8). <a href="structarmnn_1_1_quantized_lstm_parameters.html#addad136e04521a1d31cbebf7280c312e">More...</a><br /></td></tr>
130<tr class="separator:addad136e04521a1d31cbebf7280c312e"><td class="memSeparator" colspan="2">&#160;</td></tr>
131<tr class="memitem:a85684ffb2d12d0d04fbd188591488a2c"><td class="memItemLeft" align="right" valign="top">std::shared_ptr&lt; <a class="el" href="classarmnn_1_1_const_tensor_handle.html">ConstTensorHandle</a> &gt;&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="structarmnn_1_1_quantized_lstm_parameters.html#a85684ffb2d12d0d04fbd188591488a2c">m_InputGateBias</a></td></tr>
132<tr class="memdesc:a85684ffb2d12d0d04fbd188591488a2c"><td class="mdescLeft">&#160;</td><td class="mdescRight">A unique pointer to represent 1D bias tensor with dimensions [outputSize] (int32). <a href="structarmnn_1_1_quantized_lstm_parameters.html#a85684ffb2d12d0d04fbd188591488a2c">More...</a><br /></td></tr>
133<tr class="separator:a85684ffb2d12d0d04fbd188591488a2c"><td class="memSeparator" colspan="2">&#160;</td></tr>
134<tr class="memitem:af7f44bcc5b6cf669268a9ac0ff1446be"><td class="memItemLeft" align="right" valign="top">std::shared_ptr&lt; <a class="el" href="classarmnn_1_1_const_tensor_handle.html">ConstTensorHandle</a> &gt;&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="structarmnn_1_1_quantized_lstm_parameters.html#af7f44bcc5b6cf669268a9ac0ff1446be">m_ForgetGateBias</a></td></tr>
135<tr class="memdesc:af7f44bcc5b6cf669268a9ac0ff1446be"><td class="mdescLeft">&#160;</td><td class="mdescRight">A unique pointer to represent 1D bias tensor with dimensions [outputSize] (int32). <a href="structarmnn_1_1_quantized_lstm_parameters.html#af7f44bcc5b6cf669268a9ac0ff1446be">More...</a><br /></td></tr>
136<tr class="separator:af7f44bcc5b6cf669268a9ac0ff1446be"><td class="memSeparator" colspan="2">&#160;</td></tr>
137<tr class="memitem:a21a90800797f1e122bc44d7022001558"><td class="memItemLeft" align="right" valign="top">std::shared_ptr&lt; <a class="el" href="classarmnn_1_1_const_tensor_handle.html">ConstTensorHandle</a> &gt;&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="structarmnn_1_1_quantized_lstm_parameters.html#a21a90800797f1e122bc44d7022001558">m_CellBias</a></td></tr>
138<tr class="memdesc:a21a90800797f1e122bc44d7022001558"><td class="mdescLeft">&#160;</td><td class="mdescRight">A unique pointer to represent 1D bias tensor with dimensions [outputSize] (int32). <a href="structarmnn_1_1_quantized_lstm_parameters.html#a21a90800797f1e122bc44d7022001558">More...</a><br /></td></tr>
139<tr class="separator:a21a90800797f1e122bc44d7022001558"><td class="memSeparator" colspan="2">&#160;</td></tr>
140<tr class="memitem:a950c538e326db48f4c26a354c2b982e3"><td class="memItemLeft" align="right" valign="top">std::shared_ptr&lt; <a class="el" href="classarmnn_1_1_const_tensor_handle.html">ConstTensorHandle</a> &gt;&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="structarmnn_1_1_quantized_lstm_parameters.html#a950c538e326db48f4c26a354c2b982e3">m_OutputGateBias</a></td></tr>
141<tr class="memdesc:a950c538e326db48f4c26a354c2b982e3"><td class="mdescLeft">&#160;</td><td class="mdescRight">A unique pointer to represent 1D bias tensor with dimensions [outputSize] (int32). <a href="structarmnn_1_1_quantized_lstm_parameters.html#a950c538e326db48f4c26a354c2b982e3">More...</a><br /></td></tr>
142<tr class="separator:a950c538e326db48f4c26a354c2b982e3"><td class="memSeparator" colspan="2">&#160;</td></tr>
143</table>
144<a name="details" id="details"></a><h2 class="groupheader">Detailed Description</h2>
145<div class="textblock">
146<p class="definition">Definition at line <a class="el" href="_quantized_lstm_layer_8hpp_source.html#l00014">14</a> of file <a class="el" href="_quantized_lstm_layer_8hpp_source.html">QuantizedLstmLayer.hpp</a>.</p>
147</div><h2 class="groupheader">Member Data Documentation</h2>
148<a id="a21a90800797f1e122bc44d7022001558"></a>
149<h2 class="memtitle"><span class="permalink"><a href="#a21a90800797f1e122bc44d7022001558">&#9670;&nbsp;</a></span>m_CellBias</h2>
150
151<div class="memitem">
152<div class="memproto">
153 <table class="memname">
154 <tr>
155 <td class="memname">std::shared_ptr&lt;<a class="el" href="classarmnn_1_1_const_tensor_handle.html">ConstTensorHandle</a>&gt; m_CellBias</td>
156 </tr>
157 </table>
158</div><div class="memdoc">
159
160<p>A unique pointer to represent 1D bias tensor with dimensions [outputSize] (int32). </p>
161
162<p class="definition">Definition at line <a class="el" href="_quantized_lstm_layer_8hpp_source.html#l00039">39</a> of file <a class="el" href="_quantized_lstm_layer_8hpp_source.html">QuantizedLstmLayer.hpp</a>.</p>
163
Nikhil Raj1dc83fe2024-05-16 09:47:51 +0100[diff] [blame]164<p class="reference">Referenced by <a class="el" href="_quantized_lstm_layer_8cpp_source.html#l00047">QuantizedLstmLayer::Clone()</a>, <a class="el" href="_quantized_lstm_layer_8cpp_source.html#l00022">QuantizedLstmLayer::CreateWorkload()</a>, <a class="el" href="_quantized_lstm_layer_8cpp_source.html#l00239">QuantizedLstmLayer::ExecuteStrategy()</a>, <a class="el" href="_quantized_lstm_layer_8cpp_source.html#l00217">QuantizedLstmLayer::GetConstantTensorsByRef()</a>, and <a class="el" href="_quantized_lstm_layer_8cpp_source.html#l00100">QuantizedLstmLayer::ValidateTensorShapesFromInputs()</a>.</p>
Nikhil Raj03c7ff32023-08-22 12:00:04 +0100[diff] [blame]165
166</div>
167</div>
168<a id="af7f44bcc5b6cf669268a9ac0ff1446be"></a>
169<h2 class="memtitle"><span class="permalink"><a href="#af7f44bcc5b6cf669268a9ac0ff1446be">&#9670;&nbsp;</a></span>m_ForgetGateBias</h2>
170
171<div class="memitem">
172<div class="memproto">
173 <table class="memname">
174 <tr>
175 <td class="memname">std::shared_ptr&lt;<a class="el" href="classarmnn_1_1_const_tensor_handle.html">ConstTensorHandle</a>&gt; m_ForgetGateBias</td>
176 </tr>
177 </table>
178</div><div class="memdoc">
179
180<p>A unique pointer to represent 1D bias tensor with dimensions [outputSize] (int32). </p>
181
182<p class="definition">Definition at line <a class="el" href="_quantized_lstm_layer_8hpp_source.html#l00037">37</a> of file <a class="el" href="_quantized_lstm_layer_8hpp_source.html">QuantizedLstmLayer.hpp</a>.</p>
183
Nikhil Raj1dc83fe2024-05-16 09:47:51 +0100[diff] [blame]184<p class="reference">Referenced by <a class="el" href="_quantized_lstm_layer_8cpp_source.html#l00047">QuantizedLstmLayer::Clone()</a>, <a class="el" href="_quantized_lstm_layer_8cpp_source.html#l00022">QuantizedLstmLayer::CreateWorkload()</a>, <a class="el" href="_quantized_lstm_layer_8cpp_source.html#l00239">QuantizedLstmLayer::ExecuteStrategy()</a>, <a class="el" href="_quantized_lstm_layer_8cpp_source.html#l00217">QuantizedLstmLayer::GetConstantTensorsByRef()</a>, and <a class="el" href="_quantized_lstm_layer_8cpp_source.html#l00100">QuantizedLstmLayer::ValidateTensorShapesFromInputs()</a>.</p>
Nikhil Raj03c7ff32023-08-22 12:00:04 +0100[diff] [blame]185
186</div>
187</div>
188<a id="a85684ffb2d12d0d04fbd188591488a2c"></a>
189<h2 class="memtitle"><span class="permalink"><a href="#a85684ffb2d12d0d04fbd188591488a2c">&#9670;&nbsp;</a></span>m_InputGateBias</h2>
190
191<div class="memitem">
192<div class="memproto">
193 <table class="memname">
194 <tr>
195 <td class="memname">std::shared_ptr&lt;<a class="el" href="classarmnn_1_1_const_tensor_handle.html">ConstTensorHandle</a>&gt; m_InputGateBias</td>
196 </tr>
197 </table>
198</div><div class="memdoc">
199
200<p>A unique pointer to represent 1D bias tensor with dimensions [outputSize] (int32). </p>
201
202<p class="definition">Definition at line <a class="el" href="_quantized_lstm_layer_8hpp_source.html#l00035">35</a> of file <a class="el" href="_quantized_lstm_layer_8hpp_source.html">QuantizedLstmLayer.hpp</a>.</p>
203
Nikhil Raj1dc83fe2024-05-16 09:47:51 +0100[diff] [blame]204<p class="reference">Referenced by <a class="el" href="_quantized_lstm_layer_8cpp_source.html#l00047">QuantizedLstmLayer::Clone()</a>, <a class="el" href="_quantized_lstm_layer_8cpp_source.html#l00022">QuantizedLstmLayer::CreateWorkload()</a>, <a class="el" href="_quantized_lstm_layer_8cpp_source.html#l00239">QuantizedLstmLayer::ExecuteStrategy()</a>, <a class="el" href="_quantized_lstm_layer_8cpp_source.html#l00217">QuantizedLstmLayer::GetConstantTensorsByRef()</a>, and <a class="el" href="_quantized_lstm_layer_8cpp_source.html#l00100">QuantizedLstmLayer::ValidateTensorShapesFromInputs()</a>.</p>
Nikhil Raj03c7ff32023-08-22 12:00:04 +0100[diff] [blame]205
206</div>
207</div>
208<a id="ad3f42762262330534a4be0dde29a1318"></a>
209<h2 class="memtitle"><span class="permalink"><a href="#ad3f42762262330534a4be0dde29a1318">&#9670;&nbsp;</a></span>m_InputToCellWeights</h2>
210
211<div class="memitem">
212<div class="memproto">
213 <table class="memname">
214 <tr>
215 <td class="memname">std::shared_ptr&lt;<a class="el" href="classarmnn_1_1_const_tensor_handle.html">ConstTensorHandle</a>&gt; m_InputToCellWeights</td>
216 </tr>
217 </table>
218</div><div class="memdoc">
219
220<p>A unique pointer to represent 2D weights tensor with dimensions [outputSize, inputSize] (QAsymm8). </p>
221
222<p class="definition">Definition at line <a class="el" href="_quantized_lstm_layer_8hpp_source.html#l00021">21</a> of file <a class="el" href="_quantized_lstm_layer_8hpp_source.html">QuantizedLstmLayer.hpp</a>.</p>
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Nikhil Raj1dc83fe2024-05-16 09:47:51 +0100[diff] [blame]224<p class="reference">Referenced by <a class="el" href="_quantized_lstm_layer_8cpp_source.html#l00047">QuantizedLstmLayer::Clone()</a>, <a class="el" href="_quantized_lstm_layer_8cpp_source.html#l00022">QuantizedLstmLayer::CreateWorkload()</a>, <a class="el" href="_quantized_lstm_layer_8cpp_source.html#l00239">QuantizedLstmLayer::ExecuteStrategy()</a>, <a class="el" href="_quantized_lstm_layer_8cpp_source.html#l00217">QuantizedLstmLayer::GetConstantTensorsByRef()</a>, and <a class="el" href="_quantized_lstm_layer_8cpp_source.html#l00100">QuantizedLstmLayer::ValidateTensorShapesFromInputs()</a>.</p>
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226</div>
227</div>
228<a id="aafad117fb253359c1d472c9faefe49ef"></a>
229<h2 class="memtitle"><span class="permalink"><a href="#aafad117fb253359c1d472c9faefe49ef">&#9670;&nbsp;</a></span>m_InputToForgetWeights</h2>
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231<div class="memitem">
232<div class="memproto">
233 <table class="memname">
234 <tr>
235 <td class="memname">std::shared_ptr&lt;<a class="el" href="classarmnn_1_1_const_tensor_handle.html">ConstTensorHandle</a>&gt; m_InputToForgetWeights</td>
236 </tr>
237 </table>
238</div><div class="memdoc">
239
240<p>A unique pointer to represent 2D weights tensor with dimensions [outputSize, inputSize] (QAsymm8). </p>
241
242<p class="definition">Definition at line <a class="el" href="_quantized_lstm_layer_8hpp_source.html#l00019">19</a> of file <a class="el" href="_quantized_lstm_layer_8hpp_source.html">QuantizedLstmLayer.hpp</a>.</p>
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Nikhil Raj1dc83fe2024-05-16 09:47:51 +0100[diff] [blame]244<p class="reference">Referenced by <a class="el" href="_quantized_lstm_layer_8cpp_source.html#l00047">QuantizedLstmLayer::Clone()</a>, <a class="el" href="_quantized_lstm_layer_8cpp_source.html#l00022">QuantizedLstmLayer::CreateWorkload()</a>, <a class="el" href="_quantized_lstm_layer_8cpp_source.html#l00239">QuantizedLstmLayer::ExecuteStrategy()</a>, <a class="el" href="_quantized_lstm_layer_8cpp_source.html#l00217">QuantizedLstmLayer::GetConstantTensorsByRef()</a>, and <a class="el" href="_quantized_lstm_layer_8cpp_source.html#l00100">QuantizedLstmLayer::ValidateTensorShapesFromInputs()</a>.</p>
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246</div>
247</div>
248<a id="a281954ff495d27f7a29e42a98768c670"></a>
249<h2 class="memtitle"><span class="permalink"><a href="#a281954ff495d27f7a29e42a98768c670">&#9670;&nbsp;</a></span>m_InputToInputWeights</h2>
250
251<div class="memitem">
252<div class="memproto">
253 <table class="memname">
254 <tr>
255 <td class="memname">std::shared_ptr&lt;<a class="el" href="classarmnn_1_1_const_tensor_handle.html">ConstTensorHandle</a>&gt; m_InputToInputWeights</td>
256 </tr>
257 </table>
258</div><div class="memdoc">
259
260<p>A unique pointer to represent 2D weights tensor with dimensions [outputSize, inputSize] (QAsymm8). </p>
261
262<p class="definition">Definition at line <a class="el" href="_quantized_lstm_layer_8hpp_source.html#l00017">17</a> of file <a class="el" href="_quantized_lstm_layer_8hpp_source.html">QuantizedLstmLayer.hpp</a>.</p>
263
Nikhil Raj1dc83fe2024-05-16 09:47:51 +0100[diff] [blame]264<p class="reference">Referenced by <a class="el" href="_network_8cpp_source.html#l02720">NetworkImpl::AddQuantizedLstmLayer()</a>, <a class="el" href="_quantized_lstm_layer_8cpp_source.html#l00047">QuantizedLstmLayer::Clone()</a>, <a class="el" href="_quantized_lstm_layer_8cpp_source.html#l00022">QuantizedLstmLayer::CreateWorkload()</a>, <a class="el" href="_quantized_lstm_layer_8cpp_source.html#l00239">QuantizedLstmLayer::ExecuteStrategy()</a>, <a class="el" href="_quantized_lstm_layer_8cpp_source.html#l00217">QuantizedLstmLayer::GetConstantTensorsByRef()</a>, and <a class="el" href="_quantized_lstm_layer_8cpp_source.html#l00100">QuantizedLstmLayer::ValidateTensorShapesFromInputs()</a>.</p>
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266</div>
267</div>
268<a id="a3d4f6f42e10ba6f808a5244bb7853e7e"></a>
269<h2 class="memtitle"><span class="permalink"><a href="#a3d4f6f42e10ba6f808a5244bb7853e7e">&#9670;&nbsp;</a></span>m_InputToOutputWeights</h2>
270
271<div class="memitem">
272<div class="memproto">
273 <table class="memname">
274 <tr>
275 <td class="memname">std::shared_ptr&lt;<a class="el" href="classarmnn_1_1_const_tensor_handle.html">ConstTensorHandle</a>&gt; m_InputToOutputWeights</td>
276 </tr>
277 </table>
278</div><div class="memdoc">
279
280<p>A unique pointer to represent 2D weights tensor with dimensions [outputSize, inputSize] (QAsymm8). </p>
281
282<p class="definition">Definition at line <a class="el" href="_quantized_lstm_layer_8hpp_source.html#l00023">23</a> of file <a class="el" href="_quantized_lstm_layer_8hpp_source.html">QuantizedLstmLayer.hpp</a>.</p>
283
Nikhil Raj1dc83fe2024-05-16 09:47:51 +0100[diff] [blame]284<p class="reference">Referenced by <a class="el" href="_quantized_lstm_layer_8cpp_source.html#l00047">QuantizedLstmLayer::Clone()</a>, <a class="el" href="_quantized_lstm_layer_8cpp_source.html#l00022">QuantizedLstmLayer::CreateWorkload()</a>, <a class="el" href="_quantized_lstm_layer_8cpp_source.html#l00239">QuantizedLstmLayer::ExecuteStrategy()</a>, <a class="el" href="_quantized_lstm_layer_8cpp_source.html#l00217">QuantizedLstmLayer::GetConstantTensorsByRef()</a>, and <a class="el" href="_quantized_lstm_layer_8cpp_source.html#l00100">QuantizedLstmLayer::ValidateTensorShapesFromInputs()</a>.</p>
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286</div>
287</div>
288<a id="a950c538e326db48f4c26a354c2b982e3"></a>
289<h2 class="memtitle"><span class="permalink"><a href="#a950c538e326db48f4c26a354c2b982e3">&#9670;&nbsp;</a></span>m_OutputGateBias</h2>
290
291<div class="memitem">
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293 <table class="memname">
294 <tr>
295 <td class="memname">std::shared_ptr&lt;<a class="el" href="classarmnn_1_1_const_tensor_handle.html">ConstTensorHandle</a>&gt; m_OutputGateBias</td>
296 </tr>
297 </table>
298</div><div class="memdoc">
299
300<p>A unique pointer to represent 1D bias tensor with dimensions [outputSize] (int32). </p>
301
302<p class="definition">Definition at line <a class="el" href="_quantized_lstm_layer_8hpp_source.html#l00041">41</a> of file <a class="el" href="_quantized_lstm_layer_8hpp_source.html">QuantizedLstmLayer.hpp</a>.</p>
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Nikhil Raj1dc83fe2024-05-16 09:47:51 +0100[diff] [blame]304<p class="reference">Referenced by <a class="el" href="_quantized_lstm_layer_8cpp_source.html#l00047">QuantizedLstmLayer::Clone()</a>, <a class="el" href="_quantized_lstm_layer_8cpp_source.html#l00022">QuantizedLstmLayer::CreateWorkload()</a>, <a class="el" href="_quantized_lstm_layer_8cpp_source.html#l00239">QuantizedLstmLayer::ExecuteStrategy()</a>, <a class="el" href="_quantized_lstm_layer_8cpp_source.html#l00217">QuantizedLstmLayer::GetConstantTensorsByRef()</a>, and <a class="el" href="_quantized_lstm_layer_8cpp_source.html#l00100">QuantizedLstmLayer::ValidateTensorShapesFromInputs()</a>.</p>
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306</div>
307</div>
308<a id="a608ed1a3d4135921ce33a286a87a072b"></a>
309<h2 class="memtitle"><span class="permalink"><a href="#a608ed1a3d4135921ce33a286a87a072b">&#9670;&nbsp;</a></span>m_RecurrentToCellWeights</h2>
310
311<div class="memitem">
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313 <table class="memname">
314 <tr>
315 <td class="memname">std::shared_ptr&lt;<a class="el" href="classarmnn_1_1_const_tensor_handle.html">ConstTensorHandle</a>&gt; m_RecurrentToCellWeights</td>
316 </tr>
317 </table>
318</div><div class="memdoc">
319
320<p>A unique pointer to represent 2D weights tensor with dimensions [outputSize, outputSize] (QAsymm8). </p>
321
322<p class="definition">Definition at line <a class="el" href="_quantized_lstm_layer_8hpp_source.html#l00030">30</a> of file <a class="el" href="_quantized_lstm_layer_8hpp_source.html">QuantizedLstmLayer.hpp</a>.</p>
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Nikhil Raj1dc83fe2024-05-16 09:47:51 +0100[diff] [blame]324<p class="reference">Referenced by <a class="el" href="_quantized_lstm_layer_8cpp_source.html#l00047">QuantizedLstmLayer::Clone()</a>, <a class="el" href="_quantized_lstm_layer_8cpp_source.html#l00022">QuantizedLstmLayer::CreateWorkload()</a>, <a class="el" href="_quantized_lstm_layer_8cpp_source.html#l00239">QuantizedLstmLayer::ExecuteStrategy()</a>, <a class="el" href="_quantized_lstm_layer_8cpp_source.html#l00217">QuantizedLstmLayer::GetConstantTensorsByRef()</a>, and <a class="el" href="_quantized_lstm_layer_8cpp_source.html#l00100">QuantizedLstmLayer::ValidateTensorShapesFromInputs()</a>.</p>
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326</div>
327</div>
328<a id="a1dd41cd674924907643cb088070a65d3"></a>
329<h2 class="memtitle"><span class="permalink"><a href="#a1dd41cd674924907643cb088070a65d3">&#9670;&nbsp;</a></span>m_RecurrentToForgetWeights</h2>
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331<div class="memitem">
332<div class="memproto">
333 <table class="memname">
334 <tr>
335 <td class="memname">std::shared_ptr&lt;<a class="el" href="classarmnn_1_1_const_tensor_handle.html">ConstTensorHandle</a>&gt; m_RecurrentToForgetWeights</td>
336 </tr>
337 </table>
338</div><div class="memdoc">
339
340<p>A unique pointer to represent 2D weights tensor with dimensions [outputSize, outputSize] (QAsymm8). </p>
341
342<p class="definition">Definition at line <a class="el" href="_quantized_lstm_layer_8hpp_source.html#l00028">28</a> of file <a class="el" href="_quantized_lstm_layer_8hpp_source.html">QuantizedLstmLayer.hpp</a>.</p>
343
Nikhil Raj1dc83fe2024-05-16 09:47:51 +0100[diff] [blame]344<p class="reference">Referenced by <a class="el" href="_quantized_lstm_layer_8cpp_source.html#l00047">QuantizedLstmLayer::Clone()</a>, <a class="el" href="_quantized_lstm_layer_8cpp_source.html#l00022">QuantizedLstmLayer::CreateWorkload()</a>, <a class="el" href="_quantized_lstm_layer_8cpp_source.html#l00239">QuantizedLstmLayer::ExecuteStrategy()</a>, <a class="el" href="_quantized_lstm_layer_8cpp_source.html#l00217">QuantizedLstmLayer::GetConstantTensorsByRef()</a>, and <a class="el" href="_quantized_lstm_layer_8cpp_source.html#l00100">QuantizedLstmLayer::ValidateTensorShapesFromInputs()</a>.</p>
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346</div>
347</div>
348<a id="addfb6b081817510deb924c8fb5ce216c"></a>
349<h2 class="memtitle"><span class="permalink"><a href="#addfb6b081817510deb924c8fb5ce216c">&#9670;&nbsp;</a></span>m_RecurrentToInputWeights</h2>
350
351<div class="memitem">
352<div class="memproto">
353 <table class="memname">
354 <tr>
355 <td class="memname">std::shared_ptr&lt;<a class="el" href="classarmnn_1_1_const_tensor_handle.html">ConstTensorHandle</a>&gt; m_RecurrentToInputWeights</td>
356 </tr>
357 </table>
358</div><div class="memdoc">
359
360<p>A unique pointer to represent 2D weights tensor with dimensions [outputSize, outputSize] (QAsymm8). </p>
361
362<p class="definition">Definition at line <a class="el" href="_quantized_lstm_layer_8hpp_source.html#l00026">26</a> of file <a class="el" href="_quantized_lstm_layer_8hpp_source.html">QuantizedLstmLayer.hpp</a>.</p>
363
Nikhil Raj1dc83fe2024-05-16 09:47:51 +0100[diff] [blame]364<p class="reference">Referenced by <a class="el" href="_quantized_lstm_layer_8cpp_source.html#l00047">QuantizedLstmLayer::Clone()</a>, <a class="el" href="_quantized_lstm_layer_8cpp_source.html#l00022">QuantizedLstmLayer::CreateWorkload()</a>, <a class="el" href="_quantized_lstm_layer_8cpp_source.html#l00239">QuantizedLstmLayer::ExecuteStrategy()</a>, <a class="el" href="_quantized_lstm_layer_8cpp_source.html#l00217">QuantizedLstmLayer::GetConstantTensorsByRef()</a>, and <a class="el" href="_quantized_lstm_layer_8cpp_source.html#l00100">QuantizedLstmLayer::ValidateTensorShapesFromInputs()</a>.</p>
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366</div>
367</div>
368<a id="addad136e04521a1d31cbebf7280c312e"></a>
369<h2 class="memtitle"><span class="permalink"><a href="#addad136e04521a1d31cbebf7280c312e">&#9670;&nbsp;</a></span>m_RecurrentToOutputWeights</h2>
370
371<div class="memitem">
372<div class="memproto">
373 <table class="memname">
374 <tr>
375 <td class="memname">std::shared_ptr&lt;<a class="el" href="classarmnn_1_1_const_tensor_handle.html">ConstTensorHandle</a>&gt; m_RecurrentToOutputWeights</td>
376 </tr>
377 </table>
378</div><div class="memdoc">
379
380<p>A unique pointer to represent 2D weights tensor with dimensions [outputSize, outputSize] (QAsymm8). </p>
381
382<p class="definition">Definition at line <a class="el" href="_quantized_lstm_layer_8hpp_source.html#l00032">32</a> of file <a class="el" href="_quantized_lstm_layer_8hpp_source.html">QuantizedLstmLayer.hpp</a>.</p>
383
Nikhil Raj1dc83fe2024-05-16 09:47:51 +0100[diff] [blame]384<p class="reference">Referenced by <a class="el" href="_quantized_lstm_layer_8cpp_source.html#l00047">QuantizedLstmLayer::Clone()</a>, <a class="el" href="_quantized_lstm_layer_8cpp_source.html#l00022">QuantizedLstmLayer::CreateWorkload()</a>, <a class="el" href="_quantized_lstm_layer_8cpp_source.html#l00239">QuantizedLstmLayer::ExecuteStrategy()</a>, <a class="el" href="_quantized_lstm_layer_8cpp_source.html#l00217">QuantizedLstmLayer::GetConstantTensorsByRef()</a>, and <a class="el" href="_quantized_lstm_layer_8cpp_source.html#l00100">QuantizedLstmLayer::ValidateTensorShapesFromInputs()</a>.</p>
Nikhil Raj03c7ff32023-08-22 12:00:04 +0100[diff] [blame]385
386</div>
387</div>
388<hr/>The documentation for this struct was generated from the following file:<ul>
389<li>src/armnn/layers/<a class="el" href="_quantized_lstm_layer_8hpp_source.html">QuantizedLstmLayer.hpp</a></li>
390</ul>
391</div><!-- contents -->
392</div><!-- doc-content -->
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395 <ul>
396 <li class="navelem"><a class="el" href="namespacearmnn.html">armnn</a></li><li class="navelem"><a class="el" href="structarmnn_1_1_quantized_lstm_parameters.html">QuantizedLstmParameters</a></li>
Nikhil Raj1dc83fe2024-05-16 09:47:51 +0100[diff] [blame]397 <li class="footer">Generated on Thu May 16 2024 09:31:58 for Arm NN by
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