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9 <title>Compute Library: CLConvolutionLayerReshapeWeights Class Reference</title>
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117 <a href="#pub-methods">Public Member Functions</a> </div>
118 <div class="headertitle">
119 <div class="title">CLConvolutionLayerReshapeWeights Class Reference</div> </div>
121 <div class="contents">
123 <p>Function to reshape and transpose the weights.
124 <a href="classarm__compute_1_1_c_l_convolution_layer_reshape_weights.xhtml#details">More...</a></p>
126 <p><code>#include <<a class="el" href="_c_l_convolution_layer_8h_source.xhtml">CLConvolutionLayer.h</a>></code></p>
127 <div class="dynheader">
128 Collaboration diagram for CLConvolutionLayerReshapeWeights:</div>
129 <div class="dyncontent">
130 <div class="center"><iframe scrolling="no" frameborder="0" src="classarm__compute_1_1_c_l_convolution_layer_reshape_weights__coll__graph.svg" width="203" height="127"><p><b>This browser is not able to show SVG: try Firefox, Chrome, Safari, or Opera instead.</b></p></iframe>
132 <center><span class="legend">[<a target="top" href="graph_legend.xhtml">legend</a>]</span></center></div>
133 <table class="memberdecls">
134 <tr class="heading"><td colspan="2"><h2 class="groupheader"><a name="pub-methods"></a>
135 Public Member Functions</h2></td></tr>
136 <tr class="memitem:a4270670c2fa4fdc9cfc3d1d0c143add6"><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#a4270670c2fa4fdc9cfc3d1d0c143add6">CLConvolutionLayerReshapeWeights</a> (std::shared_ptr< <a class="el" href="classarm__compute_1_1_i_memory_manager.xhtml">IMemoryManager</a> > memory_manager=nullptr)</td></tr>
137 <tr class="memdesc:a4270670c2fa4fdc9cfc3d1d0c143add6"><td class="mdescLeft"> </td><td class="mdescRight">Constructor. <a href="#a4270670c2fa4fdc9cfc3d1d0c143add6">More...</a><br/></td></tr>
138 <tr class="separator:a4270670c2fa4fdc9cfc3d1d0c143add6"><td class="memSeparator" colspan="2"> </td></tr>
139 <tr class="memitem:a32d051fbd377a9d9af95fe24876c7356"><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#a32d051fbd377a9d9af95fe24876c7356">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, bool transpose1xW)</td></tr>
140 <tr class="memdesc:a32d051fbd377a9d9af95fe24876c7356"><td class="mdescLeft"> </td><td class="mdescRight">Set the input and output tensors. <a href="#a32d051fbd377a9d9af95fe24876c7356">More...</a><br/></td></tr>
141 <tr class="separator:a32d051fbd377a9d9af95fe24876c7356"><td class="memSeparator" colspan="2"> </td></tr>
142 <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>
143 <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>
144 <tr class="separator:ad1717410afd0be936c6213a63c8005fb"><td class="memSeparator" colspan="2"> </td></tr>
145 <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>
146 <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>
147 <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>
148 <tr class="separator:ab921ecc3f3f6ae2b4bd61f3e1998d8c4 inherit pub_methods_classarm__compute_1_1_i_function"><td class="memSeparator" colspan="2"> </td></tr>
150 <a name="details" id="details"></a><h2 class="groupheader">Detailed Description</h2>
151 <div class="textblock"><p>Function to reshape and transpose the weights. </p>
152 <p>This function calls the following kernels:</p>
154 <li><a class="el" href="classarm__compute_1_1_c_l_weights_reshape_kernel.xhtml">CLWeightsReshapeKernel</a></li>
155 <li><a class="el" href="classarm__compute_1_1_c_l_g_e_m_m_transpose1x_w_kernel.xhtml">CLGEMMTranspose1xWKernel</a> </li>
158 <p>Definition at line <a class="el" href="_c_l_convolution_layer_8h_source.xhtml#l00051">51</a> of file <a class="el" href="_c_l_convolution_layer_8h_source.xhtml">CLConvolutionLayer.h</a>.</p>
159 </div><h2 class="groupheader">Constructor & Destructor Documentation</h2>
160 <a class="anchor" id="a4270670c2fa4fdc9cfc3d1d0c143add6"></a>
161 <div class="memitem">
162 <div class="memproto">
163 <table class="memname">
165 <td class="memname"><a class="el" href="classarm__compute_1_1_c_l_convolution_layer_reshape_weights.xhtml">CLConvolutionLayerReshapeWeights</a> </td>
167 <td class="paramtype">std::shared_ptr< <a class="el" href="classarm__compute_1_1_i_memory_manager.xhtml">IMemoryManager</a> > </td>
168 <td class="paramname"><em>memory_manager</em> = <code>nullptr</code></td><td>)</td>
172 </div><div class="memdoc">
178 <h2 class="groupheader">Member Function Documentation</h2>
179 <a class="anchor" id="a32d051fbd377a9d9af95fe24876c7356"></a>
180 <div class="memitem">
181 <div class="memproto">
182 <table class="memname">
184 <td class="memname">void configure </td>
186 <td class="paramtype">const <a class="el" href="classarm__compute_1_1_i_c_l_tensor.xhtml">ICLTensor</a> * </td>
187 <td class="paramname"><em>weights</em>, </td>
190 <td class="paramkey"></td>
192 <td class="paramtype">const <a class="el" href="classarm__compute_1_1_i_c_l_tensor.xhtml">ICLTensor</a> * </td>
193 <td class="paramname"><em>biases</em>, </td>
196 <td class="paramkey"></td>
198 <td class="paramtype"><a class="el" href="classarm__compute_1_1_i_c_l_tensor.xhtml">ICLTensor</a> * </td>
199 <td class="paramname"><em>output</em>, </td>
202 <td class="paramkey"></td>
204 <td class="paramtype">bool </td>
205 <td class="paramname"><em>transpose1xW</em> </td>
213 </div><div class="memdoc">
215 <p>Set the input and output tensors. </p>
216 <dl class="params"><dt>Parameters</dt><dd>
217 <table class="params">
218 <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/QS16/F16/F32. </td></tr>
219 <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>
220 <tr><td class="paramdir">[out]</td><td class="paramname">output</td><td>Destination tensor. Data types supported: Same as <code>weights</code>. </td></tr>
221 <tr><td class="paramdir">[in]</td><td class="paramname">transpose1xW</td><td>True if the weights are to undergo a 1xW transposition after reshaping (in case of GEMM operation), false otherwise. Data types supported: Same as <code>weights</code>. </td></tr>
228 <a class="anchor" id="ad1717410afd0be936c6213a63c8005fb"></a>
229 <div class="memitem">
230 <div class="memproto">
231 <table class="mlabels">
233 <td class="mlabels-left">
234 <table class="memname">
236 <td class="memname">void run </td>
238 <td class="paramname"></td><td>)</td>
243 <td class="mlabels-right">
244 <span class="mlabels"><span class="mlabel">override</span><span class="mlabel">virtual</span></span> </td>
247 </div><div class="memdoc">
249 <p>Run the kernels contained in the function. </p>
250 <p>For NEON kernels:</p>
252 <li>Multi-threading is used for the kernels which are parallelisable.</li>
253 <li>By default std::thread::hardware_concurrency() threads are used.</li>
255 <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>
256 <p>For OpenCL kernels:</p>
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></dl>
263 <p>Implements <a class="el" href="classarm__compute_1_1_i_function.xhtml#a18954417d3124a8095783ea13dc6d00b">IFunction</a>.</p>
267 <hr/>The documentation for this class was generated from the following file:<ul>
268 <li>arm_compute/runtime/CL/functions/<a class="el" href="_c_l_convolution_layer_8h_source.xhtml">CLConvolutionLayer.h</a></li>
270 </div><!-- contents -->
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275 <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>
276 <li class="footer">Generated on Thu Oct 12 2017 14:26:37 for Compute Library by
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278 <img class="footer" src="doxygen.png" alt="doxygen"/></a> 1.8.6 </li>