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Ryan OSheade36e4a2020-03-13 16:26:19 +00001<!-- Copyright (c) 2020 ARM Limited. -->
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98<a href="#pub-attribs">Public Attributes</a> &#124;
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100 <div class="headertitle">
101<div class="title">QuantizedLstmParameters Struct Reference</div> </div>
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103<div class="contents">
104
105<p><code>#include &lt;<a class="el" href="_quantized_lstm_layer_8hpp_source.xhtml">QuantizedLstmLayer.hpp</a>&gt;</code></p>
106<table class="memberdecls">
107<tr class="heading"><td colspan="2"><h2 class="groupheader"><a name="pub-attribs"></a>
108Public Attributes</h2></td></tr>
109<tr class="memitem:a4d731c5e73638c7cf7e63f65e9f8b550"><td class="memItemLeft" align="right" valign="top">std::unique_ptr&lt; <a class="el" href="classarmnn_1_1_scoped_cpu_tensor_handle.xhtml">ScopedCpuTensorHandle</a> &gt;&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="structarmnn_1_1_quantized_lstm_parameters.xhtml#a4d731c5e73638c7cf7e63f65e9f8b550">m_InputToInputWeights</a></td></tr>
110<tr class="memdesc:a4d731c5e73638c7cf7e63f65e9f8b550"><td class="mdescLeft">&#160;</td><td class="mdescRight">A unique pointer to represent 2D weights tensor with dimensions [outputSize, inputSize] (QAsymm8). <a href="#a4d731c5e73638c7cf7e63f65e9f8b550">More...</a><br /></td></tr>
111<tr class="separator:a4d731c5e73638c7cf7e63f65e9f8b550"><td class="memSeparator" colspan="2">&#160;</td></tr>
112<tr class="memitem:a5a0d8af26a6aad1e5be521ea7dc550eb"><td class="memItemLeft" align="right" valign="top">std::unique_ptr&lt; <a class="el" href="classarmnn_1_1_scoped_cpu_tensor_handle.xhtml">ScopedCpuTensorHandle</a> &gt;&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="structarmnn_1_1_quantized_lstm_parameters.xhtml#a5a0d8af26a6aad1e5be521ea7dc550eb">m_InputToForgetWeights</a></td></tr>
113<tr class="memdesc:a5a0d8af26a6aad1e5be521ea7dc550eb"><td class="mdescLeft">&#160;</td><td class="mdescRight">A unique pointer to represent 2D weights tensor with dimensions [outputSize, inputSize] (QAsymm8). <a href="#a5a0d8af26a6aad1e5be521ea7dc550eb">More...</a><br /></td></tr>
114<tr class="separator:a5a0d8af26a6aad1e5be521ea7dc550eb"><td class="memSeparator" colspan="2">&#160;</td></tr>
115<tr class="memitem:a14ab2bc78421c417c4f97a65b0bd78f9"><td class="memItemLeft" align="right" valign="top">std::unique_ptr&lt; <a class="el" href="classarmnn_1_1_scoped_cpu_tensor_handle.xhtml">ScopedCpuTensorHandle</a> &gt;&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="structarmnn_1_1_quantized_lstm_parameters.xhtml#a14ab2bc78421c417c4f97a65b0bd78f9">m_InputToCellWeights</a></td></tr>
116<tr class="memdesc:a14ab2bc78421c417c4f97a65b0bd78f9"><td class="mdescLeft">&#160;</td><td class="mdescRight">A unique pointer to represent 2D weights tensor with dimensions [outputSize, inputSize] (QAsymm8). <a href="#a14ab2bc78421c417c4f97a65b0bd78f9">More...</a><br /></td></tr>
117<tr class="separator:a14ab2bc78421c417c4f97a65b0bd78f9"><td class="memSeparator" colspan="2">&#160;</td></tr>
118<tr class="memitem:ae8d897b8d282f25a6eb784c4aaa98df6"><td class="memItemLeft" align="right" valign="top">std::unique_ptr&lt; <a class="el" href="classarmnn_1_1_scoped_cpu_tensor_handle.xhtml">ScopedCpuTensorHandle</a> &gt;&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="structarmnn_1_1_quantized_lstm_parameters.xhtml#ae8d897b8d282f25a6eb784c4aaa98df6">m_InputToOutputWeights</a></td></tr>
119<tr class="memdesc:ae8d897b8d282f25a6eb784c4aaa98df6"><td class="mdescLeft">&#160;</td><td class="mdescRight">A unique pointer to represent 2D weights tensor with dimensions [outputSize, inputSize] (QAsymm8). <a href="#ae8d897b8d282f25a6eb784c4aaa98df6">More...</a><br /></td></tr>
120<tr class="separator:ae8d897b8d282f25a6eb784c4aaa98df6"><td class="memSeparator" colspan="2">&#160;</td></tr>
121<tr class="memitem:a6e8971757790a032e5936da7847ba14b"><td class="memItemLeft" align="right" valign="top">std::unique_ptr&lt; <a class="el" href="classarmnn_1_1_scoped_cpu_tensor_handle.xhtml">ScopedCpuTensorHandle</a> &gt;&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="structarmnn_1_1_quantized_lstm_parameters.xhtml#a6e8971757790a032e5936da7847ba14b">m_RecurrentToInputWeights</a></td></tr>
122<tr class="memdesc:a6e8971757790a032e5936da7847ba14b"><td class="mdescLeft">&#160;</td><td class="mdescRight">A unique pointer to represent 2D weights tensor with dimensions [outputSize, outputSize] (QAsymm8). <a href="#a6e8971757790a032e5936da7847ba14b">More...</a><br /></td></tr>
123<tr class="separator:a6e8971757790a032e5936da7847ba14b"><td class="memSeparator" colspan="2">&#160;</td></tr>
124<tr class="memitem:a3d5f129421bbe6479a66d4ed1356bf68"><td class="memItemLeft" align="right" valign="top">std::unique_ptr&lt; <a class="el" href="classarmnn_1_1_scoped_cpu_tensor_handle.xhtml">ScopedCpuTensorHandle</a> &gt;&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="structarmnn_1_1_quantized_lstm_parameters.xhtml#a3d5f129421bbe6479a66d4ed1356bf68">m_RecurrentToForgetWeights</a></td></tr>
125<tr class="memdesc:a3d5f129421bbe6479a66d4ed1356bf68"><td class="mdescLeft">&#160;</td><td class="mdescRight">A unique pointer to represent 2D weights tensor with dimensions [outputSize, outputSize] (QAsymm8). <a href="#a3d5f129421bbe6479a66d4ed1356bf68">More...</a><br /></td></tr>
126<tr class="separator:a3d5f129421bbe6479a66d4ed1356bf68"><td class="memSeparator" colspan="2">&#160;</td></tr>
127<tr class="memitem:a6e8c3db3c5474f0760553ff93fbc39e6"><td class="memItemLeft" align="right" valign="top">std::unique_ptr&lt; <a class="el" href="classarmnn_1_1_scoped_cpu_tensor_handle.xhtml">ScopedCpuTensorHandle</a> &gt;&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="structarmnn_1_1_quantized_lstm_parameters.xhtml#a6e8c3db3c5474f0760553ff93fbc39e6">m_RecurrentToCellWeights</a></td></tr>
128<tr class="memdesc:a6e8c3db3c5474f0760553ff93fbc39e6"><td class="mdescLeft">&#160;</td><td class="mdescRight">A unique pointer to represent 2D weights tensor with dimensions [outputSize, outputSize] (QAsymm8). <a href="#a6e8c3db3c5474f0760553ff93fbc39e6">More...</a><br /></td></tr>
129<tr class="separator:a6e8c3db3c5474f0760553ff93fbc39e6"><td class="memSeparator" colspan="2">&#160;</td></tr>
130<tr class="memitem:a91dda74af4085ae43913746ad817795a"><td class="memItemLeft" align="right" valign="top">std::unique_ptr&lt; <a class="el" href="classarmnn_1_1_scoped_cpu_tensor_handle.xhtml">ScopedCpuTensorHandle</a> &gt;&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="structarmnn_1_1_quantized_lstm_parameters.xhtml#a91dda74af4085ae43913746ad817795a">m_RecurrentToOutputWeights</a></td></tr>
131<tr class="memdesc:a91dda74af4085ae43913746ad817795a"><td class="mdescLeft">&#160;</td><td class="mdescRight">A unique pointer to represent 2D weights tensor with dimensions [outputSize, outputSize] (QAsymm8). <a href="#a91dda74af4085ae43913746ad817795a">More...</a><br /></td></tr>
132<tr class="separator:a91dda74af4085ae43913746ad817795a"><td class="memSeparator" colspan="2">&#160;</td></tr>
133<tr class="memitem:a9945bc99f8a7400c0724117e29cb3abb"><td class="memItemLeft" align="right" valign="top">std::unique_ptr&lt; <a class="el" href="classarmnn_1_1_scoped_cpu_tensor_handle.xhtml">ScopedCpuTensorHandle</a> &gt;&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="structarmnn_1_1_quantized_lstm_parameters.xhtml#a9945bc99f8a7400c0724117e29cb3abb">m_InputGateBias</a></td></tr>
134<tr class="memdesc:a9945bc99f8a7400c0724117e29cb3abb"><td class="mdescLeft">&#160;</td><td class="mdescRight">A unique pointer to represent 1D bias tensor with dimensions [outputSize] (int32). <a href="#a9945bc99f8a7400c0724117e29cb3abb">More...</a><br /></td></tr>
135<tr class="separator:a9945bc99f8a7400c0724117e29cb3abb"><td class="memSeparator" colspan="2">&#160;</td></tr>
136<tr class="memitem:a0e0e17d5b494993407cb75d614455ddd"><td class="memItemLeft" align="right" valign="top">std::unique_ptr&lt; <a class="el" href="classarmnn_1_1_scoped_cpu_tensor_handle.xhtml">ScopedCpuTensorHandle</a> &gt;&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="structarmnn_1_1_quantized_lstm_parameters.xhtml#a0e0e17d5b494993407cb75d614455ddd">m_ForgetGateBias</a></td></tr>
137<tr class="memdesc:a0e0e17d5b494993407cb75d614455ddd"><td class="mdescLeft">&#160;</td><td class="mdescRight">A unique pointer to represent 1D bias tensor with dimensions [outputSize] (int32). <a href="#a0e0e17d5b494993407cb75d614455ddd">More...</a><br /></td></tr>
138<tr class="separator:a0e0e17d5b494993407cb75d614455ddd"><td class="memSeparator" colspan="2">&#160;</td></tr>
139<tr class="memitem:a51255889cbc063130a3d691c1781c5d3"><td class="memItemLeft" align="right" valign="top">std::unique_ptr&lt; <a class="el" href="classarmnn_1_1_scoped_cpu_tensor_handle.xhtml">ScopedCpuTensorHandle</a> &gt;&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="structarmnn_1_1_quantized_lstm_parameters.xhtml#a51255889cbc063130a3d691c1781c5d3">m_CellBias</a></td></tr>
140<tr class="memdesc:a51255889cbc063130a3d691c1781c5d3"><td class="mdescLeft">&#160;</td><td class="mdescRight">A unique pointer to represent 1D bias tensor with dimensions [outputSize] (int32). <a href="#a51255889cbc063130a3d691c1781c5d3">More...</a><br /></td></tr>
141<tr class="separator:a51255889cbc063130a3d691c1781c5d3"><td class="memSeparator" colspan="2">&#160;</td></tr>
142<tr class="memitem:aacb55e0992b6781a7bd3225ab6e6bb2f"><td class="memItemLeft" align="right" valign="top">std::unique_ptr&lt; <a class="el" href="classarmnn_1_1_scoped_cpu_tensor_handle.xhtml">ScopedCpuTensorHandle</a> &gt;&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="structarmnn_1_1_quantized_lstm_parameters.xhtml#aacb55e0992b6781a7bd3225ab6e6bb2f">m_OutputGateBias</a></td></tr>
143<tr class="memdesc:aacb55e0992b6781a7bd3225ab6e6bb2f"><td class="mdescLeft">&#160;</td><td class="mdescRight">A unique pointer to represent 1D bias tensor with dimensions [outputSize] (int32). <a href="#aacb55e0992b6781a7bd3225ab6e6bb2f">More...</a><br /></td></tr>
144<tr class="separator:aacb55e0992b6781a7bd3225ab6e6bb2f"><td class="memSeparator" colspan="2">&#160;</td></tr>
145</table>
146<a name="details" id="details"></a><h2 class="groupheader">Detailed Description</h2>
147<div class="textblock">
148<p class="definition">Definition at line <a class="el" href="_quantized_lstm_layer_8hpp_source.xhtml#l00014">14</a> of file <a class="el" href="_quantized_lstm_layer_8hpp_source.xhtml">QuantizedLstmLayer.hpp</a>.</p>
149</div><h2 class="groupheader">Member Data Documentation</h2>
150<a id="a51255889cbc063130a3d691c1781c5d3"></a>
151<h2 class="memtitle"><span class="permalink"><a href="#a51255889cbc063130a3d691c1781c5d3">&#9670;&nbsp;</a></span>m_CellBias</h2>
152
153<div class="memitem">
154<div class="memproto">
155 <table class="memname">
156 <tr>
157 <td class="memname">std::unique_ptr&lt;<a class="el" href="classarmnn_1_1_scoped_cpu_tensor_handle.xhtml">ScopedCpuTensorHandle</a>&gt; m_CellBias</td>
158 </tr>
159 </table>
160</div><div class="memdoc">
161
162<p>A unique pointer to represent 1D bias tensor with dimensions [outputSize] (int32). </p>
163
164<p class="definition">Definition at line <a class="el" href="_quantized_lstm_layer_8hpp_source.xhtml#l00039">39</a> of file <a class="el" href="_quantized_lstm_layer_8hpp_source.xhtml">QuantizedLstmLayer.hpp</a>.</p>
165
166<p class="reference">Referenced by <a class="el" href="_quantized_lstm_layer_8cpp_source.xhtml#l00168">QuantizedLstmLayer::Accept()</a>, <a class="el" href="_quantized_lstm_layer_8cpp_source.xhtml#l00045">QuantizedLstmLayer::Clone()</a>, <a class="el" href="_quantized_lstm_layer_8cpp_source.xhtml#l00022">QuantizedLstmLayer::CreateWorkload()</a>, <a class="el" href="_quantized_lstm_layer_8cpp_source.xhtml#l00147">QuantizedLstmLayer::GetConstantTensorsByRef()</a>, and <a class="el" href="_quantized_lstm_layer_8cpp_source.xhtml#l00094">QuantizedLstmLayer::ValidateTensorShapesFromInputs()</a>.</p>
167
168</div>
169</div>
170<a id="a0e0e17d5b494993407cb75d614455ddd"></a>
171<h2 class="memtitle"><span class="permalink"><a href="#a0e0e17d5b494993407cb75d614455ddd">&#9670;&nbsp;</a></span>m_ForgetGateBias</h2>
172
173<div class="memitem">
174<div class="memproto">
175 <table class="memname">
176 <tr>
177 <td class="memname">std::unique_ptr&lt;<a class="el" href="classarmnn_1_1_scoped_cpu_tensor_handle.xhtml">ScopedCpuTensorHandle</a>&gt; m_ForgetGateBias</td>
178 </tr>
179 </table>
180</div><div class="memdoc">
181
182<p>A unique pointer to represent 1D bias tensor with dimensions [outputSize] (int32). </p>
183
184<p class="definition">Definition at line <a class="el" href="_quantized_lstm_layer_8hpp_source.xhtml#l00037">37</a> of file <a class="el" href="_quantized_lstm_layer_8hpp_source.xhtml">QuantizedLstmLayer.hpp</a>.</p>
185
186<p class="reference">Referenced by <a class="el" href="_quantized_lstm_layer_8cpp_source.xhtml#l00168">QuantizedLstmLayer::Accept()</a>, <a class="el" href="_quantized_lstm_layer_8cpp_source.xhtml#l00045">QuantizedLstmLayer::Clone()</a>, <a class="el" href="_quantized_lstm_layer_8cpp_source.xhtml#l00022">QuantizedLstmLayer::CreateWorkload()</a>, <a class="el" href="_quantized_lstm_layer_8cpp_source.xhtml#l00147">QuantizedLstmLayer::GetConstantTensorsByRef()</a>, and <a class="el" href="_quantized_lstm_layer_8cpp_source.xhtml#l00094">QuantizedLstmLayer::ValidateTensorShapesFromInputs()</a>.</p>
187
188</div>
189</div>
190<a id="a9945bc99f8a7400c0724117e29cb3abb"></a>
191<h2 class="memtitle"><span class="permalink"><a href="#a9945bc99f8a7400c0724117e29cb3abb">&#9670;&nbsp;</a></span>m_InputGateBias</h2>
192
193<div class="memitem">
194<div class="memproto">
195 <table class="memname">
196 <tr>
197 <td class="memname">std::unique_ptr&lt;<a class="el" href="classarmnn_1_1_scoped_cpu_tensor_handle.xhtml">ScopedCpuTensorHandle</a>&gt; m_InputGateBias</td>
198 </tr>
199 </table>
200</div><div class="memdoc">
201
202<p>A unique pointer to represent 1D bias tensor with dimensions [outputSize] (int32). </p>
203
204<p class="definition">Definition at line <a class="el" href="_quantized_lstm_layer_8hpp_source.xhtml#l00035">35</a> of file <a class="el" href="_quantized_lstm_layer_8hpp_source.xhtml">QuantizedLstmLayer.hpp</a>.</p>
205
206<p class="reference">Referenced by <a class="el" href="_quantized_lstm_layer_8cpp_source.xhtml#l00168">QuantizedLstmLayer::Accept()</a>, <a class="el" href="_quantized_lstm_layer_8cpp_source.xhtml#l00045">QuantizedLstmLayer::Clone()</a>, <a class="el" href="_quantized_lstm_layer_8cpp_source.xhtml#l00022">QuantizedLstmLayer::CreateWorkload()</a>, <a class="el" href="_quantized_lstm_layer_8cpp_source.xhtml#l00147">QuantizedLstmLayer::GetConstantTensorsByRef()</a>, and <a class="el" href="_quantized_lstm_layer_8cpp_source.xhtml#l00094">QuantizedLstmLayer::ValidateTensorShapesFromInputs()</a>.</p>
207
208</div>
209</div>
210<a id="a14ab2bc78421c417c4f97a65b0bd78f9"></a>
211<h2 class="memtitle"><span class="permalink"><a href="#a14ab2bc78421c417c4f97a65b0bd78f9">&#9670;&nbsp;</a></span>m_InputToCellWeights</h2>
212
213<div class="memitem">
214<div class="memproto">
215 <table class="memname">
216 <tr>
217 <td class="memname">std::unique_ptr&lt;<a class="el" href="classarmnn_1_1_scoped_cpu_tensor_handle.xhtml">ScopedCpuTensorHandle</a>&gt; m_InputToCellWeights</td>
218 </tr>
219 </table>
220</div><div class="memdoc">
221
222<p>A unique pointer to represent 2D weights tensor with dimensions [outputSize, inputSize] (QAsymm8). </p>
223
224<p class="definition">Definition at line <a class="el" href="_quantized_lstm_layer_8hpp_source.xhtml#l00021">21</a> of file <a class="el" href="_quantized_lstm_layer_8hpp_source.xhtml">QuantizedLstmLayer.hpp</a>.</p>
225
226<p class="reference">Referenced by <a class="el" href="_quantized_lstm_layer_8cpp_source.xhtml#l00168">QuantizedLstmLayer::Accept()</a>, <a class="el" href="_quantized_lstm_layer_8cpp_source.xhtml#l00045">QuantizedLstmLayer::Clone()</a>, <a class="el" href="_quantized_lstm_layer_8cpp_source.xhtml#l00022">QuantizedLstmLayer::CreateWorkload()</a>, <a class="el" href="_quantized_lstm_layer_8cpp_source.xhtml#l00147">QuantizedLstmLayer::GetConstantTensorsByRef()</a>, and <a class="el" href="_quantized_lstm_layer_8cpp_source.xhtml#l00094">QuantizedLstmLayer::ValidateTensorShapesFromInputs()</a>.</p>
227
228</div>
229</div>
230<a id="a5a0d8af26a6aad1e5be521ea7dc550eb"></a>
231<h2 class="memtitle"><span class="permalink"><a href="#a5a0d8af26a6aad1e5be521ea7dc550eb">&#9670;&nbsp;</a></span>m_InputToForgetWeights</h2>
232
233<div class="memitem">
234<div class="memproto">
235 <table class="memname">
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237 <td class="memname">std::unique_ptr&lt;<a class="el" href="classarmnn_1_1_scoped_cpu_tensor_handle.xhtml">ScopedCpuTensorHandle</a>&gt; m_InputToForgetWeights</td>
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240</div><div class="memdoc">
241
242<p>A unique pointer to represent 2D weights tensor with dimensions [outputSize, inputSize] (QAsymm8). </p>
243
244<p class="definition">Definition at line <a class="el" href="_quantized_lstm_layer_8hpp_source.xhtml#l00019">19</a> of file <a class="el" href="_quantized_lstm_layer_8hpp_source.xhtml">QuantizedLstmLayer.hpp</a>.</p>
245
246<p class="reference">Referenced by <a class="el" href="_quantized_lstm_layer_8cpp_source.xhtml#l00168">QuantizedLstmLayer::Accept()</a>, <a class="el" href="_quantized_lstm_layer_8cpp_source.xhtml#l00045">QuantizedLstmLayer::Clone()</a>, <a class="el" href="_quantized_lstm_layer_8cpp_source.xhtml#l00022">QuantizedLstmLayer::CreateWorkload()</a>, <a class="el" href="_quantized_lstm_layer_8cpp_source.xhtml#l00147">QuantizedLstmLayer::GetConstantTensorsByRef()</a>, and <a class="el" href="_quantized_lstm_layer_8cpp_source.xhtml#l00094">QuantizedLstmLayer::ValidateTensorShapesFromInputs()</a>.</p>
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250<a id="a4d731c5e73638c7cf7e63f65e9f8b550"></a>
251<h2 class="memtitle"><span class="permalink"><a href="#a4d731c5e73638c7cf7e63f65e9f8b550">&#9670;&nbsp;</a></span>m_InputToInputWeights</h2>
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257 <td class="memname">std::unique_ptr&lt;<a class="el" href="classarmnn_1_1_scoped_cpu_tensor_handle.xhtml">ScopedCpuTensorHandle</a>&gt; m_InputToInputWeights</td>
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260</div><div class="memdoc">
261
262<p>A unique pointer to represent 2D weights tensor with dimensions [outputSize, inputSize] (QAsymm8). </p>
263
264<p class="definition">Definition at line <a class="el" href="_quantized_lstm_layer_8hpp_source.xhtml#l00017">17</a> of file <a class="el" href="_quantized_lstm_layer_8hpp_source.xhtml">QuantizedLstmLayer.hpp</a>.</p>
265
266<p class="reference">Referenced by <a class="el" href="_quantized_lstm_layer_8cpp_source.xhtml#l00168">QuantizedLstmLayer::Accept()</a>, <a class="el" href="_network_8cpp_source.xhtml#l01636">Network::AddQuantizedLstmLayer()</a>, <a class="el" href="_quantized_lstm_layer_8cpp_source.xhtml#l00045">QuantizedLstmLayer::Clone()</a>, <a class="el" href="_quantized_lstm_layer_8cpp_source.xhtml#l00022">QuantizedLstmLayer::CreateWorkload()</a>, <a class="el" href="_quantized_lstm_layer_8cpp_source.xhtml#l00147">QuantizedLstmLayer::GetConstantTensorsByRef()</a>, and <a class="el" href="_quantized_lstm_layer_8cpp_source.xhtml#l00094">QuantizedLstmLayer::ValidateTensorShapesFromInputs()</a>.</p>
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271<h2 class="memtitle"><span class="permalink"><a href="#ae8d897b8d282f25a6eb784c4aaa98df6">&#9670;&nbsp;</a></span>m_InputToOutputWeights</h2>
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277 <td class="memname">std::unique_ptr&lt;<a class="el" href="classarmnn_1_1_scoped_cpu_tensor_handle.xhtml">ScopedCpuTensorHandle</a>&gt; m_InputToOutputWeights</td>
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279 </table>
280</div><div class="memdoc">
281
282<p>A unique pointer to represent 2D weights tensor with dimensions [outputSize, inputSize] (QAsymm8). </p>
283
284<p class="definition">Definition at line <a class="el" href="_quantized_lstm_layer_8hpp_source.xhtml#l00023">23</a> of file <a class="el" href="_quantized_lstm_layer_8hpp_source.xhtml">QuantizedLstmLayer.hpp</a>.</p>
285
286<p class="reference">Referenced by <a class="el" href="_quantized_lstm_layer_8cpp_source.xhtml#l00168">QuantizedLstmLayer::Accept()</a>, <a class="el" href="_quantized_lstm_layer_8cpp_source.xhtml#l00045">QuantizedLstmLayer::Clone()</a>, <a class="el" href="_quantized_lstm_layer_8cpp_source.xhtml#l00022">QuantizedLstmLayer::CreateWorkload()</a>, <a class="el" href="_quantized_lstm_layer_8cpp_source.xhtml#l00147">QuantizedLstmLayer::GetConstantTensorsByRef()</a>, and <a class="el" href="_quantized_lstm_layer_8cpp_source.xhtml#l00094">QuantizedLstmLayer::ValidateTensorShapesFromInputs()</a>.</p>
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290<a id="aacb55e0992b6781a7bd3225ab6e6bb2f"></a>
291<h2 class="memtitle"><span class="permalink"><a href="#aacb55e0992b6781a7bd3225ab6e6bb2f">&#9670;&nbsp;</a></span>m_OutputGateBias</h2>
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297 <td class="memname">std::unique_ptr&lt;<a class="el" href="classarmnn_1_1_scoped_cpu_tensor_handle.xhtml">ScopedCpuTensorHandle</a>&gt; m_OutputGateBias</td>
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301
302<p>A unique pointer to represent 1D bias tensor with dimensions [outputSize] (int32). </p>
303
304<p class="definition">Definition at line <a class="el" href="_quantized_lstm_layer_8hpp_source.xhtml#l00041">41</a> of file <a class="el" href="_quantized_lstm_layer_8hpp_source.xhtml">QuantizedLstmLayer.hpp</a>.</p>
305
306<p class="reference">Referenced by <a class="el" href="_quantized_lstm_layer_8cpp_source.xhtml#l00168">QuantizedLstmLayer::Accept()</a>, <a class="el" href="_quantized_lstm_layer_8cpp_source.xhtml#l00045">QuantizedLstmLayer::Clone()</a>, <a class="el" href="_quantized_lstm_layer_8cpp_source.xhtml#l00022">QuantizedLstmLayer::CreateWorkload()</a>, <a class="el" href="_quantized_lstm_layer_8cpp_source.xhtml#l00147">QuantizedLstmLayer::GetConstantTensorsByRef()</a>, and <a class="el" href="_quantized_lstm_layer_8cpp_source.xhtml#l00094">QuantizedLstmLayer::ValidateTensorShapesFromInputs()</a>.</p>
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311<h2 class="memtitle"><span class="permalink"><a href="#a6e8c3db3c5474f0760553ff93fbc39e6">&#9670;&nbsp;</a></span>m_RecurrentToCellWeights</h2>
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317 <td class="memname">std::unique_ptr&lt;<a class="el" href="classarmnn_1_1_scoped_cpu_tensor_handle.xhtml">ScopedCpuTensorHandle</a>&gt; m_RecurrentToCellWeights</td>
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321
322<p>A unique pointer to represent 2D weights tensor with dimensions [outputSize, outputSize] (QAsymm8). </p>
323
324<p class="definition">Definition at line <a class="el" href="_quantized_lstm_layer_8hpp_source.xhtml#l00030">30</a> of file <a class="el" href="_quantized_lstm_layer_8hpp_source.xhtml">QuantizedLstmLayer.hpp</a>.</p>
325
326<p class="reference">Referenced by <a class="el" href="_quantized_lstm_layer_8cpp_source.xhtml#l00168">QuantizedLstmLayer::Accept()</a>, <a class="el" href="_quantized_lstm_layer_8cpp_source.xhtml#l00045">QuantizedLstmLayer::Clone()</a>, <a class="el" href="_quantized_lstm_layer_8cpp_source.xhtml#l00022">QuantizedLstmLayer::CreateWorkload()</a>, <a class="el" href="_quantized_lstm_layer_8cpp_source.xhtml#l00147">QuantizedLstmLayer::GetConstantTensorsByRef()</a>, and <a class="el" href="_quantized_lstm_layer_8cpp_source.xhtml#l00094">QuantizedLstmLayer::ValidateTensorShapesFromInputs()</a>.</p>
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331<h2 class="memtitle"><span class="permalink"><a href="#a3d5f129421bbe6479a66d4ed1356bf68">&#9670;&nbsp;</a></span>m_RecurrentToForgetWeights</h2>
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337 <td class="memname">std::unique_ptr&lt;<a class="el" href="classarmnn_1_1_scoped_cpu_tensor_handle.xhtml">ScopedCpuTensorHandle</a>&gt; m_RecurrentToForgetWeights</td>
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342<p>A unique pointer to represent 2D weights tensor with dimensions [outputSize, outputSize] (QAsymm8). </p>
343
344<p class="definition">Definition at line <a class="el" href="_quantized_lstm_layer_8hpp_source.xhtml#l00028">28</a> of file <a class="el" href="_quantized_lstm_layer_8hpp_source.xhtml">QuantizedLstmLayer.hpp</a>.</p>
345
346<p class="reference">Referenced by <a class="el" href="_quantized_lstm_layer_8cpp_source.xhtml#l00168">QuantizedLstmLayer::Accept()</a>, <a class="el" href="_quantized_lstm_layer_8cpp_source.xhtml#l00045">QuantizedLstmLayer::Clone()</a>, <a class="el" href="_quantized_lstm_layer_8cpp_source.xhtml#l00022">QuantizedLstmLayer::CreateWorkload()</a>, <a class="el" href="_quantized_lstm_layer_8cpp_source.xhtml#l00147">QuantizedLstmLayer::GetConstantTensorsByRef()</a>, and <a class="el" href="_quantized_lstm_layer_8cpp_source.xhtml#l00094">QuantizedLstmLayer::ValidateTensorShapesFromInputs()</a>.</p>
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351<h2 class="memtitle"><span class="permalink"><a href="#a6e8971757790a032e5936da7847ba14b">&#9670;&nbsp;</a></span>m_RecurrentToInputWeights</h2>
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357 <td class="memname">std::unique_ptr&lt;<a class="el" href="classarmnn_1_1_scoped_cpu_tensor_handle.xhtml">ScopedCpuTensorHandle</a>&gt; m_RecurrentToInputWeights</td>
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361
362<p>A unique pointer to represent 2D weights tensor with dimensions [outputSize, outputSize] (QAsymm8). </p>
363
364<p class="definition">Definition at line <a class="el" href="_quantized_lstm_layer_8hpp_source.xhtml#l00026">26</a> of file <a class="el" href="_quantized_lstm_layer_8hpp_source.xhtml">QuantizedLstmLayer.hpp</a>.</p>
365
366<p class="reference">Referenced by <a class="el" href="_quantized_lstm_layer_8cpp_source.xhtml#l00168">QuantizedLstmLayer::Accept()</a>, <a class="el" href="_quantized_lstm_layer_8cpp_source.xhtml#l00045">QuantizedLstmLayer::Clone()</a>, <a class="el" href="_quantized_lstm_layer_8cpp_source.xhtml#l00022">QuantizedLstmLayer::CreateWorkload()</a>, <a class="el" href="_quantized_lstm_layer_8cpp_source.xhtml#l00147">QuantizedLstmLayer::GetConstantTensorsByRef()</a>, and <a class="el" href="_quantized_lstm_layer_8cpp_source.xhtml#l00094">QuantizedLstmLayer::ValidateTensorShapesFromInputs()</a>.</p>
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370<a id="a91dda74af4085ae43913746ad817795a"></a>
371<h2 class="memtitle"><span class="permalink"><a href="#a91dda74af4085ae43913746ad817795a">&#9670;&nbsp;</a></span>m_RecurrentToOutputWeights</h2>
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373<div class="memitem">
374<div class="memproto">
375 <table class="memname">
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377 <td class="memname">std::unique_ptr&lt;<a class="el" href="classarmnn_1_1_scoped_cpu_tensor_handle.xhtml">ScopedCpuTensorHandle</a>&gt; m_RecurrentToOutputWeights</td>
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379 </table>
380</div><div class="memdoc">
381
382<p>A unique pointer to represent 2D weights tensor with dimensions [outputSize, outputSize] (QAsymm8). </p>
383
384<p class="definition">Definition at line <a class="el" href="_quantized_lstm_layer_8hpp_source.xhtml#l00032">32</a> of file <a class="el" href="_quantized_lstm_layer_8hpp_source.xhtml">QuantizedLstmLayer.hpp</a>.</p>
385
386<p class="reference">Referenced by <a class="el" href="_quantized_lstm_layer_8cpp_source.xhtml#l00168">QuantizedLstmLayer::Accept()</a>, <a class="el" href="_quantized_lstm_layer_8cpp_source.xhtml#l00045">QuantizedLstmLayer::Clone()</a>, <a class="el" href="_quantized_lstm_layer_8cpp_source.xhtml#l00022">QuantizedLstmLayer::CreateWorkload()</a>, <a class="el" href="_quantized_lstm_layer_8cpp_source.xhtml#l00147">QuantizedLstmLayer::GetConstantTensorsByRef()</a>, and <a class="el" href="_quantized_lstm_layer_8cpp_source.xhtml#l00094">QuantizedLstmLayer::ValidateTensorShapesFromInputs()</a>.</p>
387
388</div>
389</div>
390<hr/>The documentation for this struct was generated from the following file:<ul>
391<li>src/armnn/layers/<a class="el" href="_quantized_lstm_layer_8hpp_source.xhtml">QuantizedLstmLayer.hpp</a></li>
392</ul>
393</div><!-- contents -->
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398 <li class="navelem"><a class="el" href="namespacearmnn.xhtml">armnn</a></li><li class="navelem"><a class="el" href="structarmnn_1_1_quantized_lstm_parameters.xhtml">QuantizedLstmParameters</a></li>
399 <li class="footer">Generated on Fri Mar 13 2020 16:09:19 for ArmNN by
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401 <img class="footer" src="doxygen.png" alt="doxygen"/></a> 1.8.13 </li>
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