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9 <title>Compute Library: CLConvolutionLayerReshapeWeights Class Reference</title>
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119 <a href="#pub-methods">Public Member Functions</a> |
120 <a href="#pub-static-methods">Static Public Member Functions</a> </div>
121 <div class="headertitle">
122 <div class="title">CLConvolutionLayerReshapeWeights Class Reference</div> </div>
124 <div class="contents">
126 <p>Function to reshape and transpose the weights.
127 <a href="classarm__compute_1_1_c_l_convolution_layer_reshape_weights.xhtml#details">More...</a></p>
129 <p><code>#include <<a class="el" href="_c_l_g_e_m_m_convolution_layer_8h_source.xhtml">CLGEMMConvolutionLayer.h</a>></code></p>
130 <div class="dynheader">
131 Collaboration diagram for CLConvolutionLayerReshapeWeights:</div>
132 <div class="dyncontent">
133 <div class="center"><iframe scrolling="no" frameborder="0" src="classarm__compute_1_1_c_l_convolution_layer_reshape_weights__coll__graph.svg" width="214" height="127"><p><b>This browser is not able to show SVG: try Firefox, Chrome, Safari, or Opera instead.</b></p></iframe>
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:a73ef66c1023022fe03cd8d3e3c865ff7"><td class="memItemLeft" align="right" valign="top"> </td><td class="memItemRight" valign="bottom"><a class="el" href="classarm__compute_1_1_c_l_convolution_layer_reshape_weights.xhtml#a73ef66c1023022fe03cd8d3e3c865ff7">CLConvolutionLayerReshapeWeights</a> ()</td></tr>
140 <tr class="memdesc:a73ef66c1023022fe03cd8d3e3c865ff7"><td class="mdescLeft"> </td><td class="mdescRight">Constructor. <a href="#a73ef66c1023022fe03cd8d3e3c865ff7">More...</a><br /></td></tr>
141 <tr class="separator:a73ef66c1023022fe03cd8d3e3c865ff7"><td class="memSeparator" colspan="2"> </td></tr>
142 <tr class="memitem:a9a3d99b364c89f386250cc92dddc6b1b"><td class="memItemLeft" align="right" valign="top">void </td><td class="memItemRight" valign="bottom"><a class="el" href="classarm__compute_1_1_c_l_convolution_layer_reshape_weights.xhtml#a9a3d99b364c89f386250cc92dddc6b1b">configure</a> (const <a class="el" href="classarm__compute_1_1_i_c_l_tensor.xhtml">ICLTensor</a> *weights, const <a class="el" href="classarm__compute_1_1_i_c_l_tensor.xhtml">ICLTensor</a> *biases, <a class="el" href="classarm__compute_1_1_i_c_l_tensor.xhtml">ICLTensor</a> *output)</td></tr>
143 <tr class="memdesc:a9a3d99b364c89f386250cc92dddc6b1b"><td class="mdescLeft"> </td><td class="mdescRight">Set the input and output tensors. <a href="#a9a3d99b364c89f386250cc92dddc6b1b">More...</a><br /></td></tr>
144 <tr class="separator:a9a3d99b364c89f386250cc92dddc6b1b"><td class="memSeparator" colspan="2"> </td></tr>
145 <tr class="memitem:ad1717410afd0be936c6213a63c8005fb"><td class="memItemLeft" align="right" valign="top">void </td><td class="memItemRight" valign="bottom"><a class="el" href="classarm__compute_1_1_c_l_convolution_layer_reshape_weights.xhtml#ad1717410afd0be936c6213a63c8005fb">run</a> () override</td></tr>
146 <tr class="memdesc:ad1717410afd0be936c6213a63c8005fb"><td class="mdescLeft"> </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"> </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="-"/> 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 </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"> </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"> </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 </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"> </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"> </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:a81d17a75f619c824d037e6304fb2e1c2"><td class="memItemLeft" align="right" valign="top">static <a class="el" href="classarm__compute_1_1_status.xhtml">Status</a> </td><td class="memItemRight" valign="bottom"><a class="el" href="classarm__compute_1_1_c_l_convolution_layer_reshape_weights.xhtml#a81d17a75f619c824d037e6304fb2e1c2">validate</a> (const <a class="el" href="classarm__compute_1_1_i_tensor_info.xhtml">ITensorInfo</a> *weights, const <a class="el" href="classarm__compute_1_1_i_tensor_info.xhtml">ITensorInfo</a> *biases, const <a class="el" href="classarm__compute_1_1_i_tensor_info.xhtml">ITensorInfo</a> *output)</td></tr>
159 <tr class="memdesc:a81d17a75f619c824d037e6304fb2e1c2"><td class="mdescLeft"> </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_convolution_layer_reshape_weights.xhtml">CLConvolutionLayerReshapeWeights</a>. <a href="#a81d17a75f619c824d037e6304fb2e1c2">More...</a><br /></td></tr>
160 <tr class="separator:a81d17a75f619c824d037e6304fb2e1c2"><td class="memSeparator" colspan="2"> </td></tr>
162 <a name="details" id="details"></a><h2 class="groupheader">Detailed Description</h2>
163 <div class="textblock"><p>Function to reshape and transpose the weights. </p>
164 <p>This function calls the following kernels:</p><ol type="1">
165 <li><a class="el" href="classarm__compute_1_1_c_l_weights_reshape_kernel.xhtml">CLWeightsReshapeKernel</a> </li>
168 <p>Definition at line <a class="el" href="_c_l_g_e_m_m_convolution_layer_8h_source.xhtml#l00054">54</a> of file <a class="el" href="_c_l_g_e_m_m_convolution_layer_8h_source.xhtml">CLGEMMConvolutionLayer.h</a>.</p>
169 </div><h2 class="groupheader">Constructor & Destructor Documentation</h2>
170 <a class="anchor" id="a73ef66c1023022fe03cd8d3e3c865ff7"></a>
171 <div class="memitem">
172 <div class="memproto">
173 <table class="memname">
175 <td class="memname"><a class="el" href="classarm__compute_1_1_c_l_convolution_layer_reshape_weights.xhtml">CLConvolutionLayerReshapeWeights</a> </td>
177 <td class="paramname"></td><td>)</td>
181 </div><div class="memdoc">
187 <h2 class="groupheader">Member Function Documentation</h2>
188 <a class="anchor" id="a9a3d99b364c89f386250cc92dddc6b1b"></a>
189 <div class="memitem">
190 <div class="memproto">
191 <table class="memname">
193 <td class="memname">void configure </td>
195 <td class="paramtype">const <a class="el" href="classarm__compute_1_1_i_c_l_tensor.xhtml">ICLTensor</a> * </td>
196 <td class="paramname"><em>weights</em>, </td>
199 <td class="paramkey"></td>
201 <td class="paramtype">const <a class="el" href="classarm__compute_1_1_i_c_l_tensor.xhtml">ICLTensor</a> * </td>
202 <td class="paramname"><em>biases</em>, </td>
205 <td class="paramkey"></td>
207 <td class="paramtype"><a class="el" href="classarm__compute_1_1_i_c_l_tensor.xhtml">ICLTensor</a> * </td>
208 <td class="paramname"><em>output</em> </td>
216 </div><div class="memdoc">
218 <p>Set the input and output tensors. </p>
219 <dl class="params"><dt>Parameters</dt><dd>
220 <table class="params">
221 <tr><td class="paramdir">[in]</td><td class="paramname">weights</td><td>Weights tensor. Weights are 4D tensor with dimensions [kernel_x, kernel_y, IFM, OFM]. Data type supported: QS8/QASYMM8/QS16/F16/F32. </td></tr>
222 <tr><td class="paramdir">[in]</td><td class="paramname">biases</td><td>Biases tensor. Shared biases supported. Biases are 1D tensor with dimensions [OFM]. Data type supported: Same as <code>weights</code>. </td></tr>
223 <tr><td class="paramdir">[out]</td><td class="paramname">output</td><td>Destination tensor. Data types supported: Same as <code>weights</code>. </td></tr>
230 <a class="anchor" id="ad1717410afd0be936c6213a63c8005fb"></a>
231 <div class="memitem">
232 <div class="memproto">
233 <table class="mlabels">
235 <td class="mlabels-left">
236 <table class="memname">
238 <td class="memname">void run </td>
240 <td class="paramname"></td><td>)</td>
245 <td class="mlabels-right">
246 <span class="mlabels"><span class="mlabel">override</span><span class="mlabel">virtual</span></span> </td>
249 </div><div class="memdoc">
251 <p>Run the kernels contained in the function. </p>
252 <p>For NEON kernels:</p><ul>
253 <li>Multi-threading is used for the kernels which are parallelisable.</li>
254 <li>By default std::thread::hardware_concurrency() threads are used.</li>
256 <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>
257 <p>For OpenCL kernels:</p><ul>
258 <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>
259 <li>The queue is then flushed.</li>
261 <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>
263 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>
265 <p>Implements <a class="el" href="classarm__compute_1_1_i_function.xhtml#a18954417d3124a8095783ea13dc6d00b">IFunction</a>.</p>
269 <a class="anchor" id="a81d17a75f619c824d037e6304fb2e1c2"></a>
270 <div class="memitem">
271 <div class="memproto">
272 <table class="mlabels">
274 <td class="mlabels-left">
275 <table class="memname">
277 <td class="memname">static <a class="el" href="classarm__compute_1_1_status.xhtml">Status</a> validate </td>
279 <td class="paramtype">const <a class="el" href="classarm__compute_1_1_i_tensor_info.xhtml">ITensorInfo</a> * </td>
280 <td class="paramname"><em>weights</em>, </td>
283 <td class="paramkey"></td>
285 <td class="paramtype">const <a class="el" href="classarm__compute_1_1_i_tensor_info.xhtml">ITensorInfo</a> * </td>
286 <td class="paramname"><em>biases</em>, </td>
289 <td class="paramkey"></td>
291 <td class="paramtype">const <a class="el" href="classarm__compute_1_1_i_tensor_info.xhtml">ITensorInfo</a> * </td>
292 <td class="paramname"><em>output</em> </td>
301 <td class="mlabels-right">
302 <span class="mlabels"><span class="mlabel">static</span></span> </td>
305 </div><div class="memdoc">
307 <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_convolution_layer_reshape_weights.xhtml">CLConvolutionLayerReshapeWeights</a>. </p>
308 <dl class="params"><dt>Parameters</dt><dd>
309 <table class="params">
310 <tr><td class="paramdir">[in]</td><td class="paramname">weights</td><td>Weights tensor. Weights are 4D tensor with dimensions [kernel_x, kernel_y, IFM, OFM]. Data type supported: QS8/QASYMM8/QS16/F16/F32. </td></tr>
311 <tr><td class="paramdir">[in]</td><td class="paramname">biases</td><td>Biases tensor. Shared biases supported. Biases are 1D tensor with dimensions [OFM]. Data type supported: Same as <code>weights</code>. </td></tr>
312 <tr><td class="paramdir">[in]</td><td class="paramname">output</td><td>Destination tensor. Data types supported: Same as <code>weights</code>.</td></tr>
316 <dl class="section return"><dt>Returns</dt><dd>a status </dd></dl>
320 <hr/>The documentation for this class was generated from the following file:<ul>
321 <li>arm_compute/runtime/CL/functions/<a class="el" href="_c_l_g_e_m_m_convolution_layer_8h_source.xhtml">CLGEMMConvolutionLayer.h</a></li>
323 </div><!-- contents -->
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328 <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_c_l_convolution_layer_reshape_weights.xhtml">CLConvolutionLayerReshapeWeights</a></li>
329 <li class="footer">Generated on Wed May 23 2018 11:36:40 for Compute Library by
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331 <img class="footer" src="doxygen.png" alt="doxygen"/></a> 1.8.11 </li>