Ryan OShea | de36e4a | 2020-03-13 16:26:19 +0000 | [diff] [blame] | 1 | <!-- Copyright (c) 2020 ARM Limited. --> |
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| 96 | <div class="header"> |
| 97 | <div class="summary"> |
| 98 | <a href="#pub-attribs">Public Attributes</a> | |
| 99 | <a href="structarmnn_1_1_quantized_lstm_parameters-members.xhtml">List of all members</a> </div> |
| 100 | <div class="headertitle"> |
| 101 | <div class="title">QuantizedLstmParameters Struct Reference</div> </div> |
| 102 | </div><!--header--> |
| 103 | <div class="contents"> |
| 104 | |
| 105 | <p><code>#include <<a class="el" href="_quantized_lstm_layer_8hpp_source.xhtml">QuantizedLstmLayer.hpp</a>></code></p> |
| 106 | <table class="memberdecls"> |
| 107 | <tr class="heading"><td colspan="2"><h2 class="groupheader"><a name="pub-attribs"></a> |
| 108 | Public Attributes</h2></td></tr> |
| 109 | <tr class="memitem:a4d731c5e73638c7cf7e63f65e9f8b550"><td class="memItemLeft" align="right" valign="top">std::unique_ptr< <a class="el" href="classarmnn_1_1_scoped_cpu_tensor_handle.xhtml">ScopedCpuTensorHandle</a> > </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"> </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"> </td></tr> |
| 112 | <tr class="memitem:a5a0d8af26a6aad1e5be521ea7dc550eb"><td class="memItemLeft" align="right" valign="top">std::unique_ptr< <a class="el" href="classarmnn_1_1_scoped_cpu_tensor_handle.xhtml">ScopedCpuTensorHandle</a> > </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"> </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"> </td></tr> |
| 115 | <tr class="memitem:a14ab2bc78421c417c4f97a65b0bd78f9"><td class="memItemLeft" align="right" valign="top">std::unique_ptr< <a class="el" href="classarmnn_1_1_scoped_cpu_tensor_handle.xhtml">ScopedCpuTensorHandle</a> > </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"> </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"> </td></tr> |
| 118 | <tr class="memitem:ae8d897b8d282f25a6eb784c4aaa98df6"><td class="memItemLeft" align="right" valign="top">std::unique_ptr< <a class="el" href="classarmnn_1_1_scoped_cpu_tensor_handle.xhtml">ScopedCpuTensorHandle</a> > </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"> </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"> </td></tr> |
| 121 | <tr class="memitem:a6e8971757790a032e5936da7847ba14b"><td class="memItemLeft" align="right" valign="top">std::unique_ptr< <a class="el" href="classarmnn_1_1_scoped_cpu_tensor_handle.xhtml">ScopedCpuTensorHandle</a> > </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"> </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"> </td></tr> |
| 124 | <tr class="memitem:a3d5f129421bbe6479a66d4ed1356bf68"><td class="memItemLeft" align="right" valign="top">std::unique_ptr< <a class="el" href="classarmnn_1_1_scoped_cpu_tensor_handle.xhtml">ScopedCpuTensorHandle</a> > </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"> </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"> </td></tr> |
| 127 | <tr class="memitem:a6e8c3db3c5474f0760553ff93fbc39e6"><td class="memItemLeft" align="right" valign="top">std::unique_ptr< <a class="el" href="classarmnn_1_1_scoped_cpu_tensor_handle.xhtml">ScopedCpuTensorHandle</a> > </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"> </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"> </td></tr> |
| 130 | <tr class="memitem:a91dda74af4085ae43913746ad817795a"><td class="memItemLeft" align="right" valign="top">std::unique_ptr< <a class="el" href="classarmnn_1_1_scoped_cpu_tensor_handle.xhtml">ScopedCpuTensorHandle</a> > </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"> </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"> </td></tr> |
| 133 | <tr class="memitem:a9945bc99f8a7400c0724117e29cb3abb"><td class="memItemLeft" align="right" valign="top">std::unique_ptr< <a class="el" href="classarmnn_1_1_scoped_cpu_tensor_handle.xhtml">ScopedCpuTensorHandle</a> > </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"> </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"> </td></tr> |
| 136 | <tr class="memitem:a0e0e17d5b494993407cb75d614455ddd"><td class="memItemLeft" align="right" valign="top">std::unique_ptr< <a class="el" href="classarmnn_1_1_scoped_cpu_tensor_handle.xhtml">ScopedCpuTensorHandle</a> > </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"> </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"> </td></tr> |
| 139 | <tr class="memitem:a51255889cbc063130a3d691c1781c5d3"><td class="memItemLeft" align="right" valign="top">std::unique_ptr< <a class="el" href="classarmnn_1_1_scoped_cpu_tensor_handle.xhtml">ScopedCpuTensorHandle</a> > </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"> </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"> </td></tr> |
| 142 | <tr class="memitem:aacb55e0992b6781a7bd3225ab6e6bb2f"><td class="memItemLeft" align="right" valign="top">std::unique_ptr< <a class="el" href="classarmnn_1_1_scoped_cpu_tensor_handle.xhtml">ScopedCpuTensorHandle</a> > </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"> </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"> </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">◆ </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<<a class="el" href="classarmnn_1_1_scoped_cpu_tensor_handle.xhtml">ScopedCpuTensorHandle</a>> 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">◆ </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<<a class="el" href="classarmnn_1_1_scoped_cpu_tensor_handle.xhtml">ScopedCpuTensorHandle</a>> 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">◆ </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<<a class="el" href="classarmnn_1_1_scoped_cpu_tensor_handle.xhtml">ScopedCpuTensorHandle</a>> 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">◆ </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<<a class="el" href="classarmnn_1_1_scoped_cpu_tensor_handle.xhtml">ScopedCpuTensorHandle</a>> 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">◆ </a></span>m_InputToForgetWeights</h2> |
| 232 | |
| 233 | <div class="memitem"> |
| 234 | <div class="memproto"> |
| 235 | <table class="memname"> |
| 236 | <tr> |
| 237 | <td class="memname">std::unique_ptr<<a class="el" href="classarmnn_1_1_scoped_cpu_tensor_handle.xhtml">ScopedCpuTensorHandle</a>> m_InputToForgetWeights</td> |
| 238 | </tr> |
| 239 | </table> |
| 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> |
| 247 | |
| 248 | </div> |
| 249 | </div> |
| 250 | <a id="a4d731c5e73638c7cf7e63f65e9f8b550"></a> |
| 251 | <h2 class="memtitle"><span class="permalink"><a href="#a4d731c5e73638c7cf7e63f65e9f8b550">◆ </a></span>m_InputToInputWeights</h2> |
| 252 | |
| 253 | <div class="memitem"> |
| 254 | <div class="memproto"> |
| 255 | <table class="memname"> |
| 256 | <tr> |
| 257 | <td class="memname">std::unique_ptr<<a class="el" href="classarmnn_1_1_scoped_cpu_tensor_handle.xhtml">ScopedCpuTensorHandle</a>> m_InputToInputWeights</td> |
| 258 | </tr> |
| 259 | </table> |
| 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> |
| 267 | |
| 268 | </div> |
| 269 | </div> |
| 270 | <a id="ae8d897b8d282f25a6eb784c4aaa98df6"></a> |
| 271 | <h2 class="memtitle"><span class="permalink"><a href="#ae8d897b8d282f25a6eb784c4aaa98df6">◆ </a></span>m_InputToOutputWeights</h2> |
| 272 | |
| 273 | <div class="memitem"> |
| 274 | <div class="memproto"> |
| 275 | <table class="memname"> |
| 276 | <tr> |
| 277 | <td class="memname">std::unique_ptr<<a class="el" href="classarmnn_1_1_scoped_cpu_tensor_handle.xhtml">ScopedCpuTensorHandle</a>> m_InputToOutputWeights</td> |
| 278 | </tr> |
| 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> |
| 287 | |
| 288 | </div> |
| 289 | </div> |
| 290 | <a id="aacb55e0992b6781a7bd3225ab6e6bb2f"></a> |
| 291 | <h2 class="memtitle"><span class="permalink"><a href="#aacb55e0992b6781a7bd3225ab6e6bb2f">◆ </a></span>m_OutputGateBias</h2> |
| 292 | |
| 293 | <div class="memitem"> |
| 294 | <div class="memproto"> |
| 295 | <table class="memname"> |
| 296 | <tr> |
| 297 | <td class="memname">std::unique_ptr<<a class="el" href="classarmnn_1_1_scoped_cpu_tensor_handle.xhtml">ScopedCpuTensorHandle</a>> m_OutputGateBias</td> |
| 298 | </tr> |
| 299 | </table> |
| 300 | </div><div class="memdoc"> |
| 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> |
| 307 | |
| 308 | </div> |
| 309 | </div> |
| 310 | <a id="a6e8c3db3c5474f0760553ff93fbc39e6"></a> |
| 311 | <h2 class="memtitle"><span class="permalink"><a href="#a6e8c3db3c5474f0760553ff93fbc39e6">◆ </a></span>m_RecurrentToCellWeights</h2> |
| 312 | |
| 313 | <div class="memitem"> |
| 314 | <div class="memproto"> |
| 315 | <table class="memname"> |
| 316 | <tr> |
| 317 | <td class="memname">std::unique_ptr<<a class="el" href="classarmnn_1_1_scoped_cpu_tensor_handle.xhtml">ScopedCpuTensorHandle</a>> m_RecurrentToCellWeights</td> |
| 318 | </tr> |
| 319 | </table> |
| 320 | </div><div class="memdoc"> |
| 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> |
| 327 | |
| 328 | </div> |
| 329 | </div> |
| 330 | <a id="a3d5f129421bbe6479a66d4ed1356bf68"></a> |
| 331 | <h2 class="memtitle"><span class="permalink"><a href="#a3d5f129421bbe6479a66d4ed1356bf68">◆ </a></span>m_RecurrentToForgetWeights</h2> |
| 332 | |
| 333 | <div class="memitem"> |
| 334 | <div class="memproto"> |
| 335 | <table class="memname"> |
| 336 | <tr> |
| 337 | <td class="memname">std::unique_ptr<<a class="el" href="classarmnn_1_1_scoped_cpu_tensor_handle.xhtml">ScopedCpuTensorHandle</a>> m_RecurrentToForgetWeights</td> |
| 338 | </tr> |
| 339 | </table> |
| 340 | </div><div class="memdoc"> |
| 341 | |
| 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> |
| 347 | |
| 348 | </div> |
| 349 | </div> |
| 350 | <a id="a6e8971757790a032e5936da7847ba14b"></a> |
| 351 | <h2 class="memtitle"><span class="permalink"><a href="#a6e8971757790a032e5936da7847ba14b">◆ </a></span>m_RecurrentToInputWeights</h2> |
| 352 | |
| 353 | <div class="memitem"> |
| 354 | <div class="memproto"> |
| 355 | <table class="memname"> |
| 356 | <tr> |
| 357 | <td class="memname">std::unique_ptr<<a class="el" href="classarmnn_1_1_scoped_cpu_tensor_handle.xhtml">ScopedCpuTensorHandle</a>> m_RecurrentToInputWeights</td> |
| 358 | </tr> |
| 359 | </table> |
| 360 | </div><div class="memdoc"> |
| 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> |
| 367 | |
| 368 | </div> |
| 369 | </div> |
| 370 | <a id="a91dda74af4085ae43913746ad817795a"></a> |
| 371 | <h2 class="memtitle"><span class="permalink"><a href="#a91dda74af4085ae43913746ad817795a">◆ </a></span>m_RecurrentToOutputWeights</h2> |
| 372 | |
| 373 | <div class="memitem"> |
| 374 | <div class="memproto"> |
| 375 | <table class="memname"> |
| 376 | <tr> |
| 377 | <td class="memname">std::unique_ptr<<a class="el" href="classarmnn_1_1_scoped_cpu_tensor_handle.xhtml">ScopedCpuTensorHandle</a>> m_RecurrentToOutputWeights</td> |
| 378 | </tr> |
| 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 --> |
| 394 | </div><!-- doc-content --> |
| 395 | <!-- start footer part --> |
| 396 | <div id="nav-path" class="navpath"><!-- id is needed for treeview function! --> |
| 397 | <ul> |
| 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 |
| 400 | <a href="http://www.doxygen.org/index.html"> |
| 401 | <img class="footer" src="doxygen.png" alt="doxygen"/></a> 1.8.13 </li> |
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