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 120 <a href="#pub-static-methods">Static Public Member Functions</a>  </div>
 121   <div class="headertitle">
 122 <div class="title">NEFullyConnectedLayerReshapeWeights Class Reference</div>  </div>
 123 </div><!--header-->
 124 <div class="contents">
 125
 126 <p>Basic function to reshape the weights of Fully Connected layer with NEON.
 127  <a href="classarm__compute_1_1_n_e_fully_connected_layer_reshape_weights.xhtml#details">More...</a></p>
 128
 129 <p><code>#include &lt;<a class="el" href="_n_e_fully_connected_layer_8h_source.xhtml">NEFullyConnectedLayer.h</a>&gt;</code></p>
 130 <div class="dynheader">
 131 Collaboration diagram for NEFullyConnectedLayerReshapeWeights:</div>
 132 <div class="dyncontent">
 133 <div class="center"><iframe scrolling="no" frameborder="0" src="classarm__compute_1_1_n_e_fully_connected_layer_reshape_weights__coll__graph.svg" width="236" height="127"><p><b>This browser is not able to show SVG: try Firefox, Chrome, Safari, or Opera instead.</b></p></iframe>
 134 </div>
 135 <center><span class="legend">[<a target="top" href="graph_legend.xhtml">legend</a>]</span></center></div>
 136 <table class="memberdecls">
 137 <tr class="heading"><td colspan="2"><h2 class="groupheader"><a name="pub-methods"></a>
 138 Public Member Functions</h2></td></tr>
 139 <tr class="memitem:af20812ea72913d388a9a70f9d28e7c36"><td class="memItemLeft" align="right" valign="top">&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classarm__compute_1_1_n_e_fully_connected_layer_reshape_weights.xhtml#af20812ea72913d388a9a70f9d28e7c36">NEFullyConnectedLayerReshapeWeights</a> (std::shared_ptr&lt; <a class="el" href="classarm__compute_1_1_i_memory_manager.xhtml">IMemoryManager</a> &gt; memory_manager=nullptr)</td></tr>
 140 <tr class="memdesc:af20812ea72913d388a9a70f9d28e7c36"><td class="mdescLeft">&#160;</td><td class="mdescRight">Constructor.  <a href="#af20812ea72913d388a9a70f9d28e7c36">More...</a><br /></td></tr>
 141 <tr class="separator:af20812ea72913d388a9a70f9d28e7c36"><td class="memSeparator" colspan="2">&#160;</td></tr>
 142 <tr class="memitem:a510f09c40e20d367e4506bc9b4e8b36e"><td class="memItemLeft" align="right" valign="top">void&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classarm__compute_1_1_n_e_fully_connected_layer_reshape_weights.xhtml#a510f09c40e20d367e4506bc9b4e8b36e">configure</a> (const <a class="el" href="classarm__compute_1_1_i_tensor.xhtml">ITensor</a> *input, <a class="el" href="classarm__compute_1_1_i_tensor.xhtml">ITensor</a> *output, bool transpose_weights, bool is_batched_fc_layer)</td></tr>
 143 <tr class="memdesc:a510f09c40e20d367e4506bc9b4e8b36e"><td class="mdescLeft">&#160;</td><td class="mdescRight">Set the input and output tensors.  <a href="#a510f09c40e20d367e4506bc9b4e8b36e">More...</a><br /></td></tr>
 144 <tr class="separator:a510f09c40e20d367e4506bc9b4e8b36e"><td class="memSeparator" colspan="2">&#160;</td></tr>
 145 <tr class="memitem:ad1717410afd0be936c6213a63c8005fb"><td class="memItemLeft" align="right" valign="top">void&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classarm__compute_1_1_n_e_fully_connected_layer_reshape_weights.xhtml#ad1717410afd0be936c6213a63c8005fb">run</a> () override</td></tr>
 146 <tr class="memdesc:ad1717410afd0be936c6213a63c8005fb"><td class="mdescLeft">&#160;</td><td class="mdescRight">Run the kernels contained in the function.  <a href="#ad1717410afd0be936c6213a63c8005fb">More...</a><br /></td></tr>
 147 <tr class="separator:ad1717410afd0be936c6213a63c8005fb"><td class="memSeparator" colspan="2">&#160;</td></tr>
 148 <tr class="inherit_header pub_methods_classarm__compute_1_1_i_function"><td colspan="2" onclick="javascript:toggleInherit('pub_methods_classarm__compute_1_1_i_function')"><img src="closed.png" alt="-"/>&#160;Public Member Functions inherited from <a class="el" href="classarm__compute_1_1_i_function.xhtml">IFunction</a></td></tr>
 149 <tr class="memitem:ab921ecc3f3f6ae2b4bd61f3e1998d8c4 inherit pub_methods_classarm__compute_1_1_i_function"><td class="memItemLeft" align="right" valign="top">virtual&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classarm__compute_1_1_i_function.xhtml#ab921ecc3f3f6ae2b4bd61f3e1998d8c4">~IFunction</a> ()=default</td></tr>
 150 <tr class="memdesc:ab921ecc3f3f6ae2b4bd61f3e1998d8c4 inherit pub_methods_classarm__compute_1_1_i_function"><td class="mdescLeft">&#160;</td><td class="mdescRight">Destructor.  <a href="#ab921ecc3f3f6ae2b4bd61f3e1998d8c4">More...</a><br /></td></tr>
 151 <tr class="separator:ab921ecc3f3f6ae2b4bd61f3e1998d8c4 inherit pub_methods_classarm__compute_1_1_i_function"><td class="memSeparator" colspan="2">&#160;</td></tr>
 152 <tr class="memitem:a820f7291c24155a2980512fae45aac26 inherit pub_methods_classarm__compute_1_1_i_function"><td class="memItemLeft" align="right" valign="top">virtual void&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classarm__compute_1_1_i_function.xhtml#a820f7291c24155a2980512fae45aac26">prepare</a> ()</td></tr>
 153 <tr class="memdesc:a820f7291c24155a2980512fae45aac26 inherit pub_methods_classarm__compute_1_1_i_function"><td class="mdescLeft">&#160;</td><td class="mdescRight">Prepare the function for executing.  <a href="#a820f7291c24155a2980512fae45aac26">More...</a><br /></td></tr>
 154 <tr class="separator:a820f7291c24155a2980512fae45aac26 inherit pub_methods_classarm__compute_1_1_i_function"><td class="memSeparator" colspan="2">&#160;</td></tr>
 155 </table><table class="memberdecls">
 156 <tr class="heading"><td colspan="2"><h2 class="groupheader"><a name="pub-static-methods"></a>
 157 Static Public Member Functions</h2></td></tr>
 158 <tr class="memitem:a70b636ca822d48228a8c1f6a4d0666b2"><td class="memItemLeft" align="right" valign="top">static <a class="el" href="classarm__compute_1_1_status.xhtml">Status</a>&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classarm__compute_1_1_n_e_fully_connected_layer_reshape_weights.xhtml#a70b636ca822d48228a8c1f6a4d0666b2">validate</a> (const <a class="el" href="classarm__compute_1_1_i_tensor_info.xhtml">ITensorInfo</a> *input, const <a class="el" href="classarm__compute_1_1_i_tensor_info.xhtml">ITensorInfo</a> *output, bool transpose_weights, bool is_batched_fc_layer)</td></tr>
 159 <tr class="memdesc:a70b636ca822d48228a8c1f6a4d0666b2"><td class="mdescLeft">&#160;</td><td class="mdescRight">Static function to check if given info will lead to a valid configuration of <a class="el" href="classarm__compute_1_1_c_l_fully_connected_layer_reshape_weights.xhtml">CLFullyConnectedLayerReshapeWeights</a>.  <a href="#a70b636ca822d48228a8c1f6a4d0666b2">More...</a><br /></td></tr>
 160 <tr class="separator:a70b636ca822d48228a8c1f6a4d0666b2"><td class="memSeparator" colspan="2">&#160;</td></tr>
 161 </table>
 162 <a name="details" id="details"></a><h2 class="groupheader">Detailed Description</h2>
 163 <div class="textblock"><p>Basic function to reshape the weights of Fully Connected layer with NEON. </p>
 164 <p>This function calls the following kernels:</p>
 165 <ol type="1">
 166 <li><a class="el" href="classarm__compute_1_1_n_e_transpose_kernel.xhtml">NETransposeKernel</a> (if <code>transpose_weights</code> is set to true)</li>
 167 <li><a class="el" href="classarm__compute_1_1_n_e_g_e_m_m_transpose1x_w_kernel.xhtml">NEGEMMTranspose1xWKernel</a> (if <code>is_batched_fc_layer</code> is set to true)</li>
 168 </ol>
 169 <dl class="section note"><dt>Note</dt><dd>The fully connected layer accepts "weights" tensors only with 2 dimensions. </dd></dl>
 170
 171 <p>Definition at line <a class="el" href="_n_e_fully_connected_layer_8h_source.xhtml#l00047">47</a> of file <a class="el" href="_n_e_fully_connected_layer_8h_source.xhtml">NEFullyConnectedLayer.h</a>.</p>
 172 </div><h2 class="groupheader">Constructor &amp; Destructor Documentation</h2>
 173 <a class="anchor" id="af20812ea72913d388a9a70f9d28e7c36"></a>
 174 <div class="memitem">
 175 <div class="memproto">
 176       <table class="memname">
 177         <tr>
 178           <td class="memname"><a class="el" href="classarm__compute_1_1_n_e_fully_connected_layer_reshape_weights.xhtml">NEFullyConnectedLayerReshapeWeights</a> </td>
 179           <td>(</td>
 180           <td class="paramtype">std::shared_ptr&lt; <a class="el" href="classarm__compute_1_1_i_memory_manager.xhtml">IMemoryManager</a> &gt;&#160;</td>
 181           <td class="paramname"><em>memory_manager</em> = <code>nullptr</code></td><td>)</td>
 182           <td></td>
 183         </tr>
 184       </table>
 185 </div><div class="memdoc">
 186
 187 <p>Constructor. </p>
 188
 189 </div>
 190 </div>
 191 <h2 class="groupheader">Member Function Documentation</h2>
 192 <a class="anchor" id="a510f09c40e20d367e4506bc9b4e8b36e"></a>
 193 <div class="memitem">
 194 <div class="memproto">
 195       <table class="memname">
 196         <tr>
 197           <td class="memname">void configure </td>
 198           <td>(</td>
 199           <td class="paramtype">const <a class="el" href="classarm__compute_1_1_i_tensor.xhtml">ITensor</a> *&#160;</td>
 200           <td class="paramname"><em>input</em>, </td>
 201         </tr>
 202         <tr>
 203           <td class="paramkey"></td>
 204           <td></td>
 205           <td class="paramtype"><a class="el" href="classarm__compute_1_1_i_tensor.xhtml">ITensor</a> *&#160;</td>
 206           <td class="paramname"><em>output</em>, </td>
 207         </tr>
 208         <tr>
 209           <td class="paramkey"></td>
 210           <td></td>
 211           <td class="paramtype">bool&#160;</td>
 212           <td class="paramname"><em>transpose_weights</em>, </td>
 213         </tr>
 214         <tr>
 215           <td class="paramkey"></td>
 216           <td></td>
 217           <td class="paramtype">bool&#160;</td>
 218           <td class="paramname"><em>is_batched_fc_layer</em>&#160;</td>
 219         </tr>
 220         <tr>
 221           <td></td>
 222           <td>)</td>
 223           <td></td><td></td>
 224         </tr>
 225       </table>
 226 </div><div class="memdoc">
 227
 228 <p>Set the input and output tensors. </p>
 229 <dl class="params"><dt>Parameters</dt><dd>
 230   <table class="params">
 231     <tr><td class="paramdir">[in]</td><td class="paramname">input</td><td>Weights tensor. The weights must be 2 dimensional. Data types supported: QS8/QS16/F32. </td></tr>
 232     <tr><td class="paramdir">[out]</td><td class="paramname">output</td><td>Destination tensor. Data type supported: Same as <code>input</code>. </td></tr>
 233     <tr><td class="paramdir">[in]</td><td class="paramname">transpose_weights</td><td>True if the weights must be transposed. Data types supported: Same as <code>weights</code>. </td></tr>
 234     <tr><td class="paramdir">[in]</td><td class="paramname">is_batched_fc_layer</td><td>True if it is a batched fully connected layer </td></tr>
 235   </table>
 236   </dd>
 237 </dl>
 238
 239 </div>
 240 </div>
 241 <a class="anchor" id="ad1717410afd0be936c6213a63c8005fb"></a>
 242 <div class="memitem">
 243 <div class="memproto">
 244 <table class="mlabels">
 245   <tr>
 246   <td class="mlabels-left">
 247       <table class="memname">
 248         <tr>
 249           <td class="memname">void run </td>
 250           <td>(</td>
 251           <td class="paramname"></td><td>)</td>
 252           <td></td>
 253         </tr>
 254       </table>
 255   </td>
 256   <td class="mlabels-right">
 257 <span class="mlabels"><span class="mlabel">override</span><span class="mlabel">virtual</span></span>  </td>
 258   </tr>
 259 </table>
 260 </div><div class="memdoc">
 261
 262 <p>Run the kernels contained in the function. </p>
 263 <p>For NEON kernels:</p><ul>
 264 <li>Multi-threading is used for the kernels which are parallelisable.</li>
 265 <li>By default std::thread::hardware_concurrency() threads are used.</li>
 266 </ul>
 267 <dl class="section note"><dt>Note</dt><dd><a class="el" href="classarm__compute_1_1_c_p_p_scheduler.xhtml#ae64eebaa07f4d2da6cc2ba538c3cb095">CPPScheduler::set_num_threads()</a> can be used to manually set the number of threads</dd></dl>
 268 <p>For OpenCL kernels:</p><ul>
 269 <li>All the kernels are enqueued on the queue associated with <a class="el" href="classarm__compute_1_1_c_l_scheduler.xhtml" title="Provides global access to a CL context and command queue. ">CLScheduler</a>.</li>
 270 <li>The queue is then flushed.</li>
 271 </ul>
 272 <dl class="section note"><dt>Note</dt><dd>The function will not block until the kernels are executed. It is the user's responsibility to wait. </dd>
 273 <dd>
 274 Will call <a class="el" href="classarm__compute_1_1_i_function.xhtml#a820f7291c24155a2980512fae45aac26" title="Prepare the function for executing. ">prepare()</a> on first run if hasn't been done </dd></dl>
 275
 276 <p>Implements <a class="el" href="classarm__compute_1_1_i_function.xhtml#a18954417d3124a8095783ea13dc6d00b">IFunction</a>.</p>
 277
 278 </div>
 279 </div>
 280 <a class="anchor" id="a70b636ca822d48228a8c1f6a4d0666b2"></a>
 281 <div class="memitem">
 282 <div class="memproto">
 283 <table class="mlabels">
 284   <tr>
 285   <td class="mlabels-left">
 286       <table class="memname">
 287         <tr>
 288           <td class="memname">static <a class="el" href="classarm__compute_1_1_status.xhtml">Status</a> validate </td>
 289           <td>(</td>
 290           <td class="paramtype">const <a class="el" href="classarm__compute_1_1_i_tensor_info.xhtml">ITensorInfo</a> *&#160;</td>
 291           <td class="paramname"><em>input</em>, </td>
 292         </tr>
 293         <tr>
 294           <td class="paramkey"></td>
 295           <td></td>
 296           <td class="paramtype">const <a class="el" href="classarm__compute_1_1_i_tensor_info.xhtml">ITensorInfo</a> *&#160;</td>
 297           <td class="paramname"><em>output</em>, </td>
 298         </tr>
 299         <tr>
 300           <td class="paramkey"></td>
 301           <td></td>
 302           <td class="paramtype">bool&#160;</td>
 303           <td class="paramname"><em>transpose_weights</em>, </td>
 304         </tr>
 305         <tr>
 306           <td class="paramkey"></td>
 307           <td></td>
 308           <td class="paramtype">bool&#160;</td>
 309           <td class="paramname"><em>is_batched_fc_layer</em>&#160;</td>
 310         </tr>
 311         <tr>
 312           <td></td>
 313           <td>)</td>
 314           <td></td><td></td>
 315         </tr>
 316       </table>
 317   </td>
 318   <td class="mlabels-right">
 319 <span class="mlabels"><span class="mlabel">static</span></span>  </td>
 320   </tr>
 321 </table>
 322 </div><div class="memdoc">
 323
 324 <p>Static function to check if given info will lead to a valid configuration of <a class="el" href="classarm__compute_1_1_c_l_fully_connected_layer_reshape_weights.xhtml">CLFullyConnectedLayerReshapeWeights</a>. </p>
 325 <dl class="params"><dt>Parameters</dt><dd>
 326   <table class="params">
 327     <tr><td class="paramdir">[in]</td><td class="paramname">input</td><td>Weights tensor info. The weights must be 2 dimensional. Data types supported: QS8/QS16/F32. </td></tr>
 328     <tr><td class="paramdir">[in]</td><td class="paramname">output</td><td>Destination tensor info. Data type supported: Same as <code>input</code>. </td></tr>
 329     <tr><td class="paramdir">[in]</td><td class="paramname">transpose_weights</td><td>True if the weights must be transposed. Data types supported: Same as <code>weights</code>. </td></tr>
 330     <tr><td class="paramdir">[in]</td><td class="paramname">is_batched_fc_layer</td><td>True if it is a batched fully connected layer</td></tr>
 331   </table>
 332   </dd>
 333 </dl>
 334 <dl class="section return"><dt>Returns</dt><dd>a status </dd></dl>
 335
 336 </div>
 337 </div>
 338 <hr/>The documentation for this class was generated from the following file:<ul>
 339 <li>arm_compute/runtime/NEON/functions/<a class="el" href="_n_e_fully_connected_layer_8h_source.xhtml">NEFullyConnectedLayer.h</a></li>
 340 </ul>
 341 </div><!-- contents -->
 342 </div><!-- doc-content -->
 343 <!-- start footer part -->
 344 <div id="nav-path" class="navpath"><!-- id is needed for treeview function! -->
 345   <ul>
 346     <li class="navelem"><a class="el" href="namespacearm__compute.xhtml">arm_compute</a></li><li class="navelem"><a class="el" href="classarm__compute_1_1_n_e_fully_connected_layer_reshape_weights.xhtml">NEFullyConnectedLayerReshapeWeights</a></li>
 347     <li class="footer">Generated on Wed May 23 2018 11:36:42 for Compute Library by
 348     <a href="http://www.doxygen.org/index.html">
 349     <img class="footer" src="doxygen.png" alt="doxygen"/></a> 1.8.11 </li>
 350   </ul>
 351 </div>
 352 </body>
 353 </html>