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 117 <div class="header">
 118   <div class="summary">
 119 <a href="#pub-methods">Public Member Functions</a>  </div>
 120   <div class="headertitle">
 121 <div class="title">IFunction Class Reference<span class="mlabels"><span class="mlabel">abstract</span></span></div>  </div>
 122 </div><!--header-->
 123 <div class="contents">
 124
 125 <p>Base class for all functions.
 126  <a href="classarm__compute_1_1_i_function.xhtml#details">More...</a></p>
 127
 128 <p><code>#include &lt;<a class="el" href="_i_function_8h_source.xhtml">IFunction.h</a>&gt;</code></p>
 129 <table class="memberdecls">
 130 <tr class="heading"><td colspan="2"><h2 class="groupheader"><a name="pub-methods"></a>
 131 Public Member Functions</h2></td></tr>
 132 <tr class="memitem:ab921ecc3f3f6ae2b4bd61f3e1998d8c4"><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>
 133 <tr class="memdesc:ab921ecc3f3f6ae2b4bd61f3e1998d8c4"><td class="mdescLeft">&#160;</td><td class="mdescRight">Destructor.  <a href="#ab921ecc3f3f6ae2b4bd61f3e1998d8c4">More...</a><br /></td></tr>
 134 <tr class="separator:ab921ecc3f3f6ae2b4bd61f3e1998d8c4"><td class="memSeparator" colspan="2">&#160;</td></tr>
 135 <tr class="memitem:a18954417d3124a8095783ea13dc6d00b"><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#a18954417d3124a8095783ea13dc6d00b">run</a> ()=0</td></tr>
 136 <tr class="memdesc:a18954417d3124a8095783ea13dc6d00b"><td class="mdescLeft">&#160;</td><td class="mdescRight">Run the kernels contained in the function.  <a href="#a18954417d3124a8095783ea13dc6d00b">More...</a><br /></td></tr>
 137 <tr class="separator:a18954417d3124a8095783ea13dc6d00b"><td class="memSeparator" colspan="2">&#160;</td></tr>
 138 <tr class="memitem:a820f7291c24155a2980512fae45aac26"><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>
 139 <tr class="memdesc:a820f7291c24155a2980512fae45aac26"><td class="mdescLeft">&#160;</td><td class="mdescRight">Prepare the function for executing.  <a href="#a820f7291c24155a2980512fae45aac26">More...</a><br /></td></tr>
 140 <tr class="separator:a820f7291c24155a2980512fae45aac26"><td class="memSeparator" colspan="2">&#160;</td></tr>
 141 </table>
 142 <a name="details" id="details"></a><h2 class="groupheader">Detailed Description</h2>
 143 <div class="textblock"><p>Base class for all functions. </p>
 144
 145 <p>Definition at line <a class="el" href="_i_function_8h_source.xhtml#l00030">30</a> of file <a class="el" href="_i_function_8h_source.xhtml">IFunction.h</a>.</p>
 146 </div><h2 class="groupheader">Constructor &amp; Destructor Documentation</h2>
 147 <a class="anchor" id="ab921ecc3f3f6ae2b4bd61f3e1998d8c4"></a>
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 151   <tr>
 152   <td class="mlabels-left">
 153       <table class="memname">
 154         <tr>
 155           <td class="memname">virtual ~<a class="el" href="classarm__compute_1_1_i_function.xhtml">IFunction</a> </td>
 156           <td>(</td>
 157           <td class="paramname"></td><td>)</td>
 158           <td></td>
 159         </tr>
 160       </table>
 161   </td>
 162   <td class="mlabels-right">
 163 <span class="mlabels"><span class="mlabel">virtual</span><span class="mlabel">default</span></span>  </td>
 164   </tr>
 165 </table>
 166 </div><div class="memdoc">
 167
 168 <p>Destructor. </p>
 169
 170 </div>
 171 </div>
 172 <h2 class="groupheader">Member Function Documentation</h2>
 173 <a class="anchor" id="a820f7291c24155a2980512fae45aac26"></a>
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 178   <td class="mlabels-left">
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 181           <td class="memname">virtual void prepare </td>
 182           <td>(</td>
 183           <td class="paramname"></td><td>)</td>
 184           <td></td>
 185         </tr>
 186       </table>
 187   </td>
 188   <td class="mlabels-right">
 189 <span class="mlabels"><span class="mlabel">inline</span><span class="mlabel">virtual</span></span>  </td>
 190   </tr>
 191 </table>
 192 </div><div class="memdoc">
 193
 194 <p>Prepare the function for executing. </p>
 195 <p>Any one off pre-processing step required by the function is handled here</p>
 196 <dl class="section note"><dt>Note</dt><dd>Prepare stage might not need all the function's buffers' backing memory to be available in order to execute </dd></dl>
 197
 198 <p>Reimplemented in <a class="el" href="classarm__compute_1_1_c_l_g_e_m_m_convolution_layer.xhtml#aa9b93ef660fc3c5b4b19d3fc7b891b77">CLGEMMConvolutionLayer</a>, <a class="el" href="classarm__compute_1_1_c_l_fully_connected_layer.xhtml#aa9b93ef660fc3c5b4b19d3fc7b891b77">CLFullyConnectedLayer</a>, <a class="el" href="classarm__compute_1_1_c_l_convolution_layer.xhtml#aa9b93ef660fc3c5b4b19d3fc7b891b77">CLConvolutionLayer</a>, <a class="el" href="classarm__compute_1_1_c_l_g_e_m_m.xhtml#aa9b93ef660fc3c5b4b19d3fc7b891b77">CLGEMM</a>, and <a class="el" href="classarm__compute_1_1_c_l_winograd_convolution_layer.xhtml#aa9b93ef660fc3c5b4b19d3fc7b891b77">CLWinogradConvolutionLayer</a>.</p>
 199
 200 <p>Definition at line <a class="el" href="_i_function_8h_source.xhtml#l00057">57</a> of file <a class="el" href="_i_function_8h_source.xhtml">IFunction.h</a>.</p>
 201 <div class="fragment"><div class="line"><a name="l00058"></a><span class="lineno">   58</span>&#160;    {</div><div class="line"><a name="l00059"></a><span class="lineno">   59</span>&#160;    }</div></div><!-- fragment -->
 202 </div>
 203 </div>
 204 <a class="anchor" id="a18954417d3124a8095783ea13dc6d00b"></a>
 205 <div class="memitem">
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 208   <tr>
 209   <td class="mlabels-left">
 210       <table class="memname">
 211         <tr>
 212           <td class="memname">virtual void run </td>
 213           <td>(</td>
 214           <td class="paramname"></td><td>)</td>
 215           <td></td>
 216         </tr>
 217       </table>
 218   </td>
 219   <td class="mlabels-right">
 220 <span class="mlabels"><span class="mlabel">pure virtual</span></span>  </td>
 221   </tr>
 222 </table>
 223 </div><div class="memdoc">
 224
 225 <p>Run the kernels contained in the function. </p>
 226 <p>For NEON kernels:</p><ul>
 227 <li>Multi-threading is used for the kernels which are parallelisable.</li>
 228 <li>By default std::thread::hardware_concurrency() threads are used.</li>
 229 </ul>
 230 <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>
 231 <p>For OpenCL kernels:</p><ul>
 232 <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>
 233 <li>The queue is then flushed.</li>
 234 </ul>
 235 <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>
 236 <dd>
 237 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>
 238
 239 <p>Implemented in <a class="el" href="classarm__compute_1_1_c_l_l_s_t_m_layer.xhtml#ad1717410afd0be936c6213a63c8005fb">CLLSTMLayer</a>, <a class="el" href="classarm__compute_1_1_c_l_g_e_m_m_convolution_layer.xhtml#ad1717410afd0be936c6213a63c8005fb">CLGEMMConvolutionLayer</a>, <a class="el" href="classarm__compute_1_1_n_e_g_e_m_m_convolution_layer.xhtml#ad1717410afd0be936c6213a63c8005fb">NEGEMMConvolutionLayer</a>, <a class="el" href="classarm__compute_1_1_c_l_depthwise_convolution_layer.xhtml#ad1717410afd0be936c6213a63c8005fb">CLDepthwiseConvolutionLayer</a>, <a class="el" href="classarm__compute_1_1_g_c_convolution_layer.xhtml#ad1717410afd0be936c6213a63c8005fb">GCConvolutionLayer</a>, <a class="el" href="classarm__compute_1_1_n_e_fully_connected_layer.xhtml#ad1717410afd0be936c6213a63c8005fb">NEFullyConnectedLayer</a>, <a class="el" href="classarm__compute_1_1_n_e_depthwise_convolution_layer.xhtml#ad1717410afd0be936c6213a63c8005fb">NEDepthwiseConvolutionLayer</a>, <a class="el" href="classarm__compute_1_1_n_e_gaussian_pyramid_orb.xhtml#ad1717410afd0be936c6213a63c8005fb">NEGaussianPyramidOrb</a>, <a class="el" href="classarm__compute_1_1_n_e_convolution_layer.xhtml#ad1717410afd0be936c6213a63c8005fb">NEConvolutionLayer</a>, <a class="el" href="classarm__compute_1_1_c_l_gaussian_pyramid_orb.xhtml#ad1717410afd0be936c6213a63c8005fb">CLGaussianPyramidOrb</a>, <a class="el" href="classarm__compute_1_1_c_l_fully_connected_layer.xhtml#ad1717410afd0be936c6213a63c8005fb">CLFullyConnectedLayer</a>, <a class="el" href="classarm__compute_1_1_n_e_deconvolution_layer.xhtml#ad1717410afd0be936c6213a63c8005fb">NEDeconvolutionLayer</a>, <a class="el" href="classarm__compute_1_1_c_l_convolution_layer.xhtml#ad1717410afd0be936c6213a63c8005fb">CLConvolutionLayer</a>, <a class="el" href="classarm__compute_1_1_c_l_g_e_m_m.xhtml#ad1717410afd0be936c6213a63c8005fb">CLGEMM</a>, <a class="el" href="classarm__compute_1_1_c_l_winograd_convolution_layer.xhtml#ad1717410afd0be936c6213a63c8005fb">CLWinogradConvolutionLayer</a>, <a class="el" href="classarm__compute_1_1_n_e_direct_convolution_layer.xhtml#ad1717410afd0be936c6213a63c8005fb">NEDirectConvolutionLayer</a>, <a class="el" href="classarm__compute_1_1_c_l_optical_flow.xhtml#ad1717410afd0be936c6213a63c8005fb">CLOpticalFlow</a>, <a class="el" href="classarm__compute_1_1_c_l_deconvolution_layer.xhtml#ad1717410afd0be936c6213a63c8005fb">CLDeconvolutionLayer</a>, <a class="el" href="classarm__compute_1_1_c_l_locally_connected_layer.xhtml#ad1717410afd0be936c6213a63c8005fb">CLLocallyConnectedLayer</a>, <a class="el" href="classarm__compute_1_1_n_e_locally_connected_layer.xhtml#ad1717410afd0be936c6213a63c8005fb">NELocallyConnectedLayer</a>, <a class="el" href="classarm__compute_1_1_n_e_gaussian_pyramid_half.xhtml#ad1717410afd0be936c6213a63c8005fb">NEGaussianPyramidHalf</a>, <a class="el" href="classarm__compute_1_1_c_l_gaussian_pyramid_half.xhtml#ad1717410afd0be936c6213a63c8005fb">CLGaussianPyramidHalf</a>, <a class="el" href="classarm__compute_1_1_c_l_convolution_square.xhtml#ad1717410afd0be936c6213a63c8005fb">CLConvolutionSquare&lt; matrix_size &gt;</a>, <a class="el" href="classarm__compute_1_1_c_l_h_o_g_multi_detection.xhtml#ad1717410afd0be936c6213a63c8005fb">CLHOGMultiDetection</a>, <a class="el" href="classarm__compute_1_1_n_e_convolution_square.xhtml#ad1717410afd0be936c6213a63c8005fb">NEConvolutionSquare&lt; matrix_size &gt;</a>, <a class="el" href="classarm__compute_1_1_n_e_harris_corners.xhtml#ad1717410afd0be936c6213a63c8005fb">NEHarrisCorners</a>, <a class="el" href="classarm__compute_1_1_n_e_h_o_g_multi_detection.xhtml#ad1717410afd0be936c6213a63c8005fb">NEHOGMultiDetection</a>, <a class="el" href="classarm__compute_1_1_g_c_g_e_m_m.xhtml#ad1717410afd0be936c6213a63c8005fb">GCGEMM</a>, <a class="el" href="classarm__compute_1_1_n_e_g_e_m_m_lowp_matrix_multiply_core.xhtml#ad1717410afd0be936c6213a63c8005fb">NEGEMMLowpMatrixMultiplyCore</a>, <a class="el" href="classarm__compute_1_1_c_l_depthwise_convolution_layer3x3.xhtml#ad1717410afd0be936c6213a63c8005fb">CLDepthwiseConvolutionLayer3x3</a>, <a class="el" href="classarm__compute_1_1_c_l_harris_corners.xhtml#ad1717410afd0be936c6213a63c8005fb">CLHarrisCorners</a>, <a class="el" href="classarm__compute_1_1_n_e_optical_flow.xhtml#ad1717410afd0be936c6213a63c8005fb">NEOpticalFlow</a>, <a class="el" href="classarm__compute_1_1_c_l_batch_normalization_layer.xhtml#ad1717410afd0be936c6213a63c8005fb">CLBatchNormalizationLayer</a>, <a class="el" href="classarm__compute_1_1_c_l_g_e_m_m_lowp_matrix_multiply_core.xhtml#ad1717410afd0be936c6213a63c8005fb">CLGEMMLowpMatrixMultiplyCore</a>, <a class="el" href="classarm__compute_1_1_n_e_batch_normalization_layer.xhtml#ad1717410afd0be936c6213a63c8005fb">NEBatchNormalizationLayer</a>, <a class="el" href="classarm__compute_1_1_n_e_canny_edge.xhtml#ad1717410afd0be936c6213a63c8005fb">NECannyEdge</a>, <a class="el" href="classarm__compute_1_1_g_c_fully_connected_layer.xhtml#ad1717410afd0be936c6213a63c8005fb">GCFullyConnectedLayer</a>, <a class="el" href="classarm__compute_1_1_n_e_convolution_layer_reshape_weights.xhtml#ad1717410afd0be936c6213a63c8005fb">NEConvolutionLayerReshapeWeights</a>, <a class="el" href="classarm__compute_1_1_c_l_laplacian_reconstruct.xhtml#ad1717410afd0be936c6213a63c8005fb">CLLaplacianReconstruct</a>, <a class="el" href="classarm__compute_1_1_n_e_laplacian_reconstruct.xhtml#ad1717410afd0be936c6213a63c8005fb">NELaplacianReconstruct</a>, <a class="el" href="classarm__compute_1_1_c_l_deconvolution_layer_upsample.xhtml#ad1717410afd0be936c6213a63c8005fb">CLDeconvolutionLayerUpsample</a>, <a class="el" href="classarm__compute_1_1_c_l_direct_convolution_layer.xhtml#ad1717410afd0be936c6213a63c8005fb">CLDirectConvolutionLayer</a>, <a class="el" href="classarm__compute_1_1_c_l_convolution_layer_reshape_weights.xhtml#ad1717410afd0be936c6213a63c8005fb">CLConvolutionLayerReshapeWeights</a>, <a class="el" href="classarm__compute_1_1_n_e_winograd_convolution_layer.xhtml#ad1717410afd0be936c6213a63c8005fb">NEWinogradConvolutionLayer</a>, <a class="el" href="classarm__compute_1_1_c_l_fast_corners.xhtml#ad1717410afd0be936c6213a63c8005fb">CLFastCorners</a>, <a class="el" href="classarm__compute_1_1_c_l_l2_normalize_layer.xhtml#ad1717410afd0be936c6213a63c8005fb">CLL2NormalizeLayer</a>, <a class="el" href="classarm__compute_1_1_c_l_reduction_operation.xhtml#ad1717410afd0be936c6213a63c8005fb">CLReductionOperation</a>, <a class="el" href="classarm__compute_1_1_n_e_normalization_layer.xhtml#ad1717410afd0be936c6213a63c8005fb">NENormalizationLayer</a>, <a class="el" href="classarm__compute_1_1_n_e_g_e_m_m.xhtml#ad1717410afd0be936c6213a63c8005fb">NEGEMM</a>, <a class="el" href="classarm__compute_1_1_n_e_scale.xhtml#ad1717410afd0be936c6213a63c8005fb">NEScale</a>, <a class="el" href="classarm__compute_1_1_c_l_laplacian_pyramid.xhtml#ad1717410afd0be936c6213a63c8005fb">CLLaplacianPyramid</a>, <a class="el" href="classarm__compute_1_1_n_e_im2_col.xhtml#ad1717410afd0be936c6213a63c8005fb">NEIm2Col</a>, <a class="el" href="classarm__compute_1_1_n_e_laplacian_pyramid.xhtml#ad1717410afd0be936c6213a63c8005fb">NELaplacianPyramid</a>, <a class="el" href="classarm__compute_1_1_c_l_depthwise_separable_convolution_layer.xhtml#ad1717410afd0be936c6213a63c8005fb">CLDepthwiseSeparableConvolutionLayer</a>, <a class="el" href="classarm__compute_1_1_c_l_dequantization_layer.xhtml#ad1717410afd0be936c6213a63c8005fb">CLDequantizationLayer</a>, <a class="el" href="classarm__compute_1_1_g_c_direct_convolution_layer.xhtml#ab5fd6e96c07aaaed2747c7e16ed5951e">GCDirectConvolutionLayer</a>, <a class="el" href="classarm__compute_1_1_n_e_depthwise_separable_convolution_layer.xhtml#ad1717410afd0be936c6213a63c8005fb">NEDepthwiseSeparableConvolutionLayer</a>, <a class="el" href="classarm__compute_1_1_n_e_fully_connected_layer_reshape_weights.xhtml#ad1717410afd0be936c6213a63c8005fb">NEFullyConnectedLayerReshapeWeights</a>, <a class="el" href="classarm__compute_1_1_n_e_l2_normalize_layer.xhtml#ad1717410afd0be936c6213a63c8005fb">NEL2NormalizeLayer</a>, <a class="el" href="classarm__compute_1_1_n_e_softmax_layer.xhtml#ad1717410afd0be936c6213a63c8005fb">NESoftmaxLayer</a>, <a class="el" href="classarm__compute_1_1_c_l_min_max_location.xhtml#ad1717410afd0be936c6213a63c8005fb">CLMinMaxLocation</a>, <a class="el" href="classarm__compute_1_1_c_l_normalization_layer.xhtml#ad1717410afd0be936c6213a63c8005fb">CLNormalizationLayer</a>, <a class="el" href="classarm__compute_1_1_c_l_r_n_n_layer.xhtml#ad1717410afd0be936c6213a63c8005fb">CLRNNLayer</a>, <a class="el" href="classarm__compute_1_1_c_l_softmax_layer.xhtml#ad1717410afd0be936c6213a63c8005fb">CLSoftmaxLayer</a>, <a class="el" href="classarm__compute_1_1_n_e_fast_corners.xhtml#ad1717410afd0be936c6213a63c8005fb">NEFastCorners</a>, <a class="el" href="classarm__compute_1_1_c_l_canny_edge.xhtml#a108972ffc2f5536ceee15428b2b130ad">CLCannyEdge</a>, <a class="el" href="classarm__compute_1_1_c_l_sobel5x5.xhtml#ad1717410afd0be936c6213a63c8005fb">CLSobel5x5</a>, <a class="el" href="classarm__compute_1_1_c_l_sobel7x7.xhtml#ad1717410afd0be936c6213a63c8005fb">CLSobel7x7</a>, <a class="el" href="classarm__compute_1_1_c_l_h_o_g_detector.xhtml#ad1717410afd0be936c6213a63c8005fb">CLHOGDetector</a>, <a class="el" href="classarm__compute_1_1_n_e_depthwise_convolution_layer3x3.xhtml#ad1717410afd0be936c6213a63c8005fb">NEDepthwiseConvolutionLayer3x3</a>, <a class="el" href="classarm__compute_1_1_n_e_dequantization_layer.xhtml#ad1717410afd0be936c6213a63c8005fb">NEDequantizationLayer</a>, <a class="el" href="classarm__compute_1_1_n_e_pooling_layer.xhtml#ad1717410afd0be936c6213a63c8005fb">NEPoolingLayer</a>, <a class="el" href="classarm__compute_1_1_n_e_reduction_operation.xhtml#ad1717410afd0be936c6213a63c8005fb">NEReductionOperation</a>, <a class="el" href="classarm__compute_1_1_n_e_quantization_layer.xhtml#ad1717410afd0be936c6213a63c8005fb">NEQuantizationLayer</a>, <a class="el" href="classarm__compute_1_1_n_e_sobel5x5.xhtml#ad1717410afd0be936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 240
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