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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">NEIm2ColKernel Class Reference</div> </div>
124 <div class="contents">
126 <p>Interface for the im2col reshape kernel.
127 <a href="classarm__compute_1_1_n_e_im2_col_kernel.xhtml#details">More...</a></p>
129 <p><code>#include <<a class="el" href="_n_e_im2_col_kernel_8h_source.xhtml">NEIm2ColKernel.h</a>></code></p>
130 <div class="dynheader">
131 Collaboration diagram for NEIm2ColKernel:</div>
132 <div class="dyncontent">
133 <div class="center"><iframe scrolling="no" frameborder="0" src="classarm__compute_1_1_n_e_im2_col_kernel__coll__graph.svg" width="134" height="187"><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:ab5656bb5b6334bdbe6e606c715872828"><td class="memItemLeft" align="right" valign="top">const char * </td><td class="memItemRight" valign="bottom"><a class="el" href="classarm__compute_1_1_n_e_im2_col_kernel.xhtml#ab5656bb5b6334bdbe6e606c715872828">name</a> () const override</td></tr>
140 <tr class="memdesc:ab5656bb5b6334bdbe6e606c715872828"><td class="mdescLeft"> </td><td class="mdescRight">Name of the kernel. <a href="#ab5656bb5b6334bdbe6e606c715872828">More...</a><br /></td></tr>
141 <tr class="separator:ab5656bb5b6334bdbe6e606c715872828"><td class="memSeparator" colspan="2"> </td></tr>
142 <tr class="memitem:aec5fb874227c941e8ac14de3d29e543b"><td class="memItemLeft" align="right" valign="top"> </td><td class="memItemRight" valign="bottom"><a class="el" href="classarm__compute_1_1_n_e_im2_col_kernel.xhtml#aec5fb874227c941e8ac14de3d29e543b">NEIm2ColKernel</a> ()</td></tr>
143 <tr class="memdesc:aec5fb874227c941e8ac14de3d29e543b"><td class="mdescLeft"> </td><td class="mdescRight">Default constructor. <a href="#aec5fb874227c941e8ac14de3d29e543b">More...</a><br /></td></tr>
144 <tr class="separator:aec5fb874227c941e8ac14de3d29e543b"><td class="memSeparator" colspan="2"> </td></tr>
145 <tr class="memitem:aff36152aec06ab80bbd3aa8d9dc66075"><td class="memItemLeft" align="right" valign="top"> </td><td class="memItemRight" valign="bottom"><a class="el" href="classarm__compute_1_1_n_e_im2_col_kernel.xhtml#aff36152aec06ab80bbd3aa8d9dc66075">NEIm2ColKernel</a> (const <a class="el" href="classarm__compute_1_1_n_e_im2_col_kernel.xhtml">NEIm2ColKernel</a> &)=delete</td></tr>
146 <tr class="memdesc:aff36152aec06ab80bbd3aa8d9dc66075"><td class="mdescLeft"> </td><td class="mdescRight">Prevent instances of this class from being copied (As this class contains pointers) <a href="#aff36152aec06ab80bbd3aa8d9dc66075">More...</a><br /></td></tr>
147 <tr class="separator:aff36152aec06ab80bbd3aa8d9dc66075"><td class="memSeparator" colspan="2"> </td></tr>
148 <tr class="memitem:a8f6d6c13a896535a381329b6145aeae8"><td class="memItemLeft" align="right" valign="top"><a class="el" href="classarm__compute_1_1_n_e_im2_col_kernel.xhtml">NEIm2ColKernel</a> & </td><td class="memItemRight" valign="bottom"><a class="el" href="classarm__compute_1_1_n_e_im2_col_kernel.xhtml#a8f6d6c13a896535a381329b6145aeae8">operator=</a> (const <a class="el" href="classarm__compute_1_1_n_e_im2_col_kernel.xhtml">NEIm2ColKernel</a> &)=delete</td></tr>
149 <tr class="memdesc:a8f6d6c13a896535a381329b6145aeae8"><td class="mdescLeft"> </td><td class="mdescRight">Prevent instances of this class from being copied (As this class contains pointers) <a href="#a8f6d6c13a896535a381329b6145aeae8">More...</a><br /></td></tr>
150 <tr class="separator:a8f6d6c13a896535a381329b6145aeae8"><td class="memSeparator" colspan="2"> </td></tr>
151 <tr class="memitem:a82f0a27f278d1bb7d1457c24941289e4"><td class="memItemLeft" align="right" valign="top"> </td><td class="memItemRight" valign="bottom"><a class="el" href="classarm__compute_1_1_n_e_im2_col_kernel.xhtml#a82f0a27f278d1bb7d1457c24941289e4">NEIm2ColKernel</a> (<a class="el" href="classarm__compute_1_1_n_e_im2_col_kernel.xhtml">NEIm2ColKernel</a> &&)=default</td></tr>
152 <tr class="memdesc:a82f0a27f278d1bb7d1457c24941289e4"><td class="mdescLeft"> </td><td class="mdescRight">Allow instances of this class to be moved. <a href="#a82f0a27f278d1bb7d1457c24941289e4">More...</a><br /></td></tr>
153 <tr class="separator:a82f0a27f278d1bb7d1457c24941289e4"><td class="memSeparator" colspan="2"> </td></tr>
154 <tr class="memitem:a6a2aca1636f47703585803ca05d10180"><td class="memItemLeft" align="right" valign="top"><a class="el" href="classarm__compute_1_1_n_e_im2_col_kernel.xhtml">NEIm2ColKernel</a> & </td><td class="memItemRight" valign="bottom"><a class="el" href="classarm__compute_1_1_n_e_im2_col_kernel.xhtml#a6a2aca1636f47703585803ca05d10180">operator=</a> (<a class="el" href="classarm__compute_1_1_n_e_im2_col_kernel.xhtml">NEIm2ColKernel</a> &&)=default</td></tr>
155 <tr class="memdesc:a6a2aca1636f47703585803ca05d10180"><td class="mdescLeft"> </td><td class="mdescRight">Allow instances of this class to be moved. <a href="#a6a2aca1636f47703585803ca05d10180">More...</a><br /></td></tr>
156 <tr class="separator:a6a2aca1636f47703585803ca05d10180"><td class="memSeparator" colspan="2"> </td></tr>
157 <tr class="memitem:acaa705664e19820e28eb86f7737a98ba"><td class="memItemLeft" align="right" valign="top"> </td><td class="memItemRight" valign="bottom"><a class="el" href="classarm__compute_1_1_n_e_im2_col_kernel.xhtml#acaa705664e19820e28eb86f7737a98ba">~NEIm2ColKernel</a> ()=default</td></tr>
158 <tr class="memdesc:acaa705664e19820e28eb86f7737a98ba"><td class="mdescLeft"> </td><td class="mdescRight">Default destructor. <a href="#acaa705664e19820e28eb86f7737a98ba">More...</a><br /></td></tr>
159 <tr class="separator:acaa705664e19820e28eb86f7737a98ba"><td class="memSeparator" colspan="2"> </td></tr>
160 <tr class="memitem:afbd609f662a014d7f00717828465494a"><td class="memItemLeft" align="right" valign="top">void </td><td class="memItemRight" valign="bottom"><a class="el" href="classarm__compute_1_1_n_e_im2_col_kernel.xhtml#afbd609f662a014d7f00717828465494a">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, const <a class="el" href="classarm__compute_1_1_size2_d.xhtml">Size2D</a> &kernel_dims, const <a class="el" href="classarm__compute_1_1_pad_stride_info.xhtml">PadStrideInfo</a> &conv_info, bool has_bias, bool is_fully_connected=false, bool is_flatten=false, const <a class="el" href="classarm__compute_1_1_size2_d.xhtml">Size2D</a> &dilation=<a class="el" href="classarm__compute_1_1_size2_d.xhtml">Size2D</a>(1U, 1U))</td></tr>
161 <tr class="memdesc:afbd609f662a014d7f00717828465494a"><td class="mdescLeft"> </td><td class="mdescRight">Set the input and output of the kernel. <a href="#afbd609f662a014d7f00717828465494a">More...</a><br /></td></tr>
162 <tr class="separator:afbd609f662a014d7f00717828465494a"><td class="memSeparator" colspan="2"> </td></tr>
163 <tr class="memitem:a112b35dd205c62ea6ed1447ef226da82"><td class="memItemLeft" align="right" valign="top">void </td><td class="memItemRight" valign="bottom"><a class="el" href="classarm__compute_1_1_n_e_im2_col_kernel.xhtml#a112b35dd205c62ea6ed1447ef226da82">run</a> (const <a class="el" href="classarm__compute_1_1_window.xhtml">Window</a> &<a class="el" href="classarm__compute_1_1_i_kernel.xhtml#a3f5646133956f06348b310ccc3d36353">window</a>, const <a class="el" href="structarm__compute_1_1_thread_info.xhtml">ThreadInfo</a> &info) override</td></tr>
164 <tr class="memdesc:a112b35dd205c62ea6ed1447ef226da82"><td class="mdescLeft"> </td><td class="mdescRight">Execute the kernel on the passed window. <a href="#a112b35dd205c62ea6ed1447ef226da82">More...</a><br /></td></tr>
165 <tr class="separator:a112b35dd205c62ea6ed1447ef226da82"><td class="memSeparator" colspan="2"> </td></tr>
166 <tr class="inherit_header pub_methods_classarm__compute_1_1_i_c_p_p_kernel"><td colspan="2" onclick="javascript:toggleInherit('pub_methods_classarm__compute_1_1_i_c_p_p_kernel')"><img src="closed.png" alt="-"/> Public Member Functions inherited from <a class="el" href="classarm__compute_1_1_i_c_p_p_kernel.xhtml">ICPPKernel</a></td></tr>
167 <tr class="memitem:a033d17a97e07cea7fe83eefcf23540f6 inherit pub_methods_classarm__compute_1_1_i_c_p_p_kernel"><td class="memItemLeft" align="right" valign="top">virtual </td><td class="memItemRight" valign="bottom"><a class="el" href="classarm__compute_1_1_i_c_p_p_kernel.xhtml#a033d17a97e07cea7fe83eefcf23540f6">~ICPPKernel</a> ()=default</td></tr>
168 <tr class="memdesc:a033d17a97e07cea7fe83eefcf23540f6 inherit pub_methods_classarm__compute_1_1_i_c_p_p_kernel"><td class="mdescLeft"> </td><td class="mdescRight">Default destructor. <a href="#a033d17a97e07cea7fe83eefcf23540f6">More...</a><br /></td></tr>
169 <tr class="separator:a033d17a97e07cea7fe83eefcf23540f6 inherit pub_methods_classarm__compute_1_1_i_c_p_p_kernel"><td class="memSeparator" colspan="2"> </td></tr>
170 <tr class="inherit_header pub_methods_classarm__compute_1_1_i_kernel"><td colspan="2" onclick="javascript:toggleInherit('pub_methods_classarm__compute_1_1_i_kernel')"><img src="closed.png" alt="-"/> Public Member Functions inherited from <a class="el" href="classarm__compute_1_1_i_kernel.xhtml">IKernel</a></td></tr>
171 <tr class="memitem:a7250cb8cbaa4104a93a2d77155085507 inherit pub_methods_classarm__compute_1_1_i_kernel"><td class="memItemLeft" align="right" valign="top"> </td><td class="memItemRight" valign="bottom"><a class="el" href="classarm__compute_1_1_i_kernel.xhtml#a7250cb8cbaa4104a93a2d77155085507">IKernel</a> ()</td></tr>
172 <tr class="memdesc:a7250cb8cbaa4104a93a2d77155085507 inherit pub_methods_classarm__compute_1_1_i_kernel"><td class="mdescLeft"> </td><td class="mdescRight">Constructor. <a href="#a7250cb8cbaa4104a93a2d77155085507">More...</a><br /></td></tr>
173 <tr class="separator:a7250cb8cbaa4104a93a2d77155085507 inherit pub_methods_classarm__compute_1_1_i_kernel"><td class="memSeparator" colspan="2"> </td></tr>
174 <tr class="memitem:a341b60d15a5e12a5b8f3825194dd3b12 inherit pub_methods_classarm__compute_1_1_i_kernel"><td class="memItemLeft" align="right" valign="top">virtual </td><td class="memItemRight" valign="bottom"><a class="el" href="classarm__compute_1_1_i_kernel.xhtml#a341b60d15a5e12a5b8f3825194dd3b12">~IKernel</a> ()=default</td></tr>
175 <tr class="memdesc:a341b60d15a5e12a5b8f3825194dd3b12 inherit pub_methods_classarm__compute_1_1_i_kernel"><td class="mdescLeft"> </td><td class="mdescRight">Destructor. <a href="#a341b60d15a5e12a5b8f3825194dd3b12">More...</a><br /></td></tr>
176 <tr class="separator:a341b60d15a5e12a5b8f3825194dd3b12 inherit pub_methods_classarm__compute_1_1_i_kernel"><td class="memSeparator" colspan="2"> </td></tr>
177 <tr class="memitem:abfab8f0d4928e1081d9f65b77933e24a inherit pub_methods_classarm__compute_1_1_i_kernel"><td class="memItemLeft" align="right" valign="top">virtual bool </td><td class="memItemRight" valign="bottom"><a class="el" href="classarm__compute_1_1_i_kernel.xhtml#abfab8f0d4928e1081d9f65b77933e24a">is_parallelisable</a> () const </td></tr>
178 <tr class="memdesc:abfab8f0d4928e1081d9f65b77933e24a inherit pub_methods_classarm__compute_1_1_i_kernel"><td class="mdescLeft"> </td><td class="mdescRight">Indicates whether or not the kernel is parallelisable. <a href="#abfab8f0d4928e1081d9f65b77933e24a">More...</a><br /></td></tr>
179 <tr class="separator:abfab8f0d4928e1081d9f65b77933e24a inherit pub_methods_classarm__compute_1_1_i_kernel"><td class="memSeparator" colspan="2"> </td></tr>
180 <tr class="memitem:aa6daa9b04e2035bf007e5e5c3c4396a8 inherit pub_methods_classarm__compute_1_1_i_kernel"><td class="memItemLeft" align="right" valign="top">virtual <a class="el" href="structarm__compute_1_1_border_size.xhtml">BorderSize</a> </td><td class="memItemRight" valign="bottom"><a class="el" href="classarm__compute_1_1_i_kernel.xhtml#aa6daa9b04e2035bf007e5e5c3c4396a8">border_size</a> () const </td></tr>
181 <tr class="memdesc:aa6daa9b04e2035bf007e5e5c3c4396a8 inherit pub_methods_classarm__compute_1_1_i_kernel"><td class="mdescLeft"> </td><td class="mdescRight">The size of the border for that kernel. <a href="#aa6daa9b04e2035bf007e5e5c3c4396a8">More...</a><br /></td></tr>
182 <tr class="separator:aa6daa9b04e2035bf007e5e5c3c4396a8 inherit pub_methods_classarm__compute_1_1_i_kernel"><td class="memSeparator" colspan="2"> </td></tr>
183 <tr class="memitem:a3f5646133956f06348b310ccc3d36353 inherit pub_methods_classarm__compute_1_1_i_kernel"><td class="memItemLeft" align="right" valign="top">const <a class="el" href="classarm__compute_1_1_window.xhtml">Window</a> & </td><td class="memItemRight" valign="bottom"><a class="el" href="classarm__compute_1_1_i_kernel.xhtml#a3f5646133956f06348b310ccc3d36353">window</a> () const </td></tr>
184 <tr class="memdesc:a3f5646133956f06348b310ccc3d36353 inherit pub_methods_classarm__compute_1_1_i_kernel"><td class="mdescLeft"> </td><td class="mdescRight">The maximum window the kernel can be executed on. <a href="#a3f5646133956f06348b310ccc3d36353">More...</a><br /></td></tr>
185 <tr class="separator:a3f5646133956f06348b310ccc3d36353 inherit pub_methods_classarm__compute_1_1_i_kernel"><td class="memSeparator" colspan="2"> </td></tr>
186 </table><table class="memberdecls">
187 <tr class="heading"><td colspan="2"><h2 class="groupheader"><a name="pub-static-methods"></a>
188 Static Public Member Functions</h2></td></tr>
189 <tr class="memitem:ace19fb90f6d725d8f1f32bc7249a77b0"><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_n_e_im2_col_kernel.xhtml#ace19fb90f6d725d8f1f32bc7249a77b0">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, const <a class="el" href="classarm__compute_1_1_size2_d.xhtml">Size2D</a> &kernel_dims, const <a class="el" href="classarm__compute_1_1_pad_stride_info.xhtml">PadStrideInfo</a> &conv_info, bool has_bias, bool is_fully_connected, bool is_flatten=false, const <a class="el" href="classarm__compute_1_1_size2_d.xhtml">Size2D</a> &dilation=<a class="el" href="classarm__compute_1_1_size2_d.xhtml">Size2D</a>(1U, 1U))</td></tr>
190 <tr class="memdesc:ace19fb90f6d725d8f1f32bc7249a77b0"><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_n_e_im2_col_kernel.xhtml">NEIm2ColKernel</a>. <a href="#ace19fb90f6d725d8f1f32bc7249a77b0">More...</a><br /></td></tr>
191 <tr class="separator:ace19fb90f6d725d8f1f32bc7249a77b0"><td class="memSeparator" colspan="2"> </td></tr>
193 <a name="details" id="details"></a><h2 class="groupheader">Detailed Description</h2>
194 <div class="textblock"><p>Interface for the im2col reshape kernel. </p>
195 <p>Rearranges image blocks into columns. It is used to strip out each convolution block to a single column. It is used to transform a convolution to a plain matrix multiplication.</p>
196 <p>For example taking into account the image below and assuming 3x3 image blocks with stride of 1 we have:</p>
197 <p class="formulaDsp">
198 \[ \left( \begin{array}{cccc} a00 & a01 & a02 & a03 \\ a10 & a11 & a12 & a13 \\ a20 & a21 & a22 & a23 \\ a30 & a31 & a32 & a33 \\ \end{array} \right) \rightarrow \left( \begin{array}{ccccccccc} a00 & a01 & a02 & a10 & a11 & a12 & a20 & a21 & a22 \\ a01 & a02 & a03 & a11 & a12 & a13 & a21 & a22 & a23 \\ a10 & a11 & a12 & a20 & a21 & a22 & a30 & a31 & a32 \\ a11 & a12 & a13 & a21 & a22 & a23 & a31 & a32 & a33 \\ \end{array} \right) \]
201 <p>Definition at line <a class="el" href="_n_e_im2_col_kernel_8h_source.xhtml#l00057">57</a> of file <a class="el" href="_n_e_im2_col_kernel_8h_source.xhtml">NEIm2ColKernel.h</a>.</p>
202 </div><h2 class="groupheader">Constructor & Destructor Documentation</h2>
203 <a class="anchor" id="aec5fb874227c941e8ac14de3d29e543b"></a>
204 <div class="memitem">
205 <div class="memproto">
206 <table class="memname">
208 <td class="memname"><a class="el" href="classarm__compute_1_1_n_e_im2_col_kernel.xhtml">NEIm2ColKernel</a> </td>
210 <td class="paramname"></td><td>)</td>
214 </div><div class="memdoc">
216 <p>Default constructor. </p>
218 <p>Referenced by <a class="el" href="_n_e_im2_col_kernel_8h_source.xhtml#l00060">NEIm2ColKernel::name()</a>.</p>
222 <a class="anchor" id="aff36152aec06ab80bbd3aa8d9dc66075"></a>
223 <div class="memitem">
224 <div class="memproto">
225 <table class="mlabels">
227 <td class="mlabels-left">
228 <table class="memname">
230 <td class="memname"><a class="el" href="classarm__compute_1_1_n_e_im2_col_kernel.xhtml">NEIm2ColKernel</a> </td>
232 <td class="paramtype">const <a class="el" href="classarm__compute_1_1_n_e_im2_col_kernel.xhtml">NEIm2ColKernel</a> & </td>
233 <td class="paramname"></td><td>)</td>
238 <td class="mlabels-right">
239 <span class="mlabels"><span class="mlabel">delete</span></span> </td>
242 </div><div class="memdoc">
244 <p>Prevent instances of this class from being copied (As this class contains pointers) </p>
248 <a class="anchor" id="a82f0a27f278d1bb7d1457c24941289e4"></a>
249 <div class="memitem">
250 <div class="memproto">
251 <table class="mlabels">
253 <td class="mlabels-left">
254 <table class="memname">
256 <td class="memname"><a class="el" href="classarm__compute_1_1_n_e_im2_col_kernel.xhtml">NEIm2ColKernel</a> </td>
258 <td class="paramtype"><a class="el" href="classarm__compute_1_1_n_e_im2_col_kernel.xhtml">NEIm2ColKernel</a> && </td>
259 <td class="paramname"></td><td>)</td>
264 <td class="mlabels-right">
265 <span class="mlabels"><span class="mlabel">default</span></span> </td>
268 </div><div class="memdoc">
270 <p>Allow instances of this class to be moved. </p>
274 <a class="anchor" id="acaa705664e19820e28eb86f7737a98ba"></a>
275 <div class="memitem">
276 <div class="memproto">
277 <table class="mlabels">
279 <td class="mlabels-left">
280 <table class="memname">
282 <td class="memname">~<a class="el" href="classarm__compute_1_1_n_e_im2_col_kernel.xhtml">NEIm2ColKernel</a> </td>
284 <td class="paramname"></td><td>)</td>
289 <td class="mlabels-right">
290 <span class="mlabels"><span class="mlabel">default</span></span> </td>
293 </div><div class="memdoc">
295 <p>Default destructor. </p>
297 <p>Referenced by <a class="el" href="_n_e_im2_col_kernel_8h_source.xhtml#l00060">NEIm2ColKernel::name()</a>.</p>
301 <h2 class="groupheader">Member Function Documentation</h2>
302 <a class="anchor" id="afbd609f662a014d7f00717828465494a"></a>
303 <div class="memitem">
304 <div class="memproto">
305 <table class="memname">
307 <td class="memname">void configure </td>
309 <td class="paramtype">const <a class="el" href="classarm__compute_1_1_i_tensor.xhtml">ITensor</a> * </td>
310 <td class="paramname"><em>input</em>, </td>
313 <td class="paramkey"></td>
315 <td class="paramtype"><a class="el" href="classarm__compute_1_1_i_tensor.xhtml">ITensor</a> * </td>
316 <td class="paramname"><em>output</em>, </td>
319 <td class="paramkey"></td>
321 <td class="paramtype">const <a class="el" href="classarm__compute_1_1_size2_d.xhtml">Size2D</a> & </td>
322 <td class="paramname"><em>kernel_dims</em>, </td>
325 <td class="paramkey"></td>
327 <td class="paramtype">const <a class="el" href="classarm__compute_1_1_pad_stride_info.xhtml">PadStrideInfo</a> & </td>
328 <td class="paramname"><em>conv_info</em>, </td>
331 <td class="paramkey"></td>
333 <td class="paramtype">bool </td>
334 <td class="paramname"><em>has_bias</em>, </td>
337 <td class="paramkey"></td>
339 <td class="paramtype">bool </td>
340 <td class="paramname"><em>is_fully_connected</em> = <code>false</code>, </td>
343 <td class="paramkey"></td>
345 <td class="paramtype">bool </td>
346 <td class="paramname"><em>is_flatten</em> = <code>false</code>, </td>
349 <td class="paramkey"></td>
351 <td class="paramtype">const <a class="el" href="classarm__compute_1_1_size2_d.xhtml">Size2D</a> & </td>
352 <td class="paramname"><em>dilation</em> = <code><a class="el" href="classarm__compute_1_1_size2_d.xhtml">Size2D</a>(1U, 1U)</code> </td>
360 </div><div class="memdoc">
362 <p>Set the input and output of the kernel. </p>
363 <dl class="params"><dt>Parameters</dt><dd>
364 <table class="params">
365 <tr><td class="paramdir">[in]</td><td class="paramname">input</td><td>The input tensor to convert. 3 lower dimensions represent a single input [width, height, IFM], while every optional dimension from 4 and above represent a batch of inputs. Data types supported: QS8/QS16/QASYMM8/F16/F32 Note: QASYMM8 works only for has_bias = false </td></tr>
366 <tr><td class="paramdir">[out]</td><td class="paramname">output</td><td>The output tensor. Data types supported: Same as <code>input</code> </td></tr>
367 <tr><td class="paramdir">[in]</td><td class="paramname">kernel_dims</td><td>The kernel dimensions (width and height). </td></tr>
368 <tr><td class="paramdir">[in]</td><td class="paramname">conv_info</td><td>Contains padding and stride information described in <a class="el" href="classarm__compute_1_1_pad_stride_info.xhtml">PadStrideInfo</a>. </td></tr>
369 <tr><td class="paramdir">[in]</td><td class="paramname">has_bias</td><td>In case biases are provided expands the matrix with 1. </td></tr>
370 <tr><td class="paramdir">[in]</td><td class="paramname">is_fully_connected</td><td>Determines whether this kernel will be called by <a class="el" href="classarm__compute_1_1_n_e_fully_connected_layer.xhtml">NEFullyConnectedLayer</a> in order to validate the arguments </td></tr>
371 <tr><td class="paramdir">[in]</td><td class="paramname">is_flatten</td><td>(Optional) Determines whether this kernel will be called by <a class="el" href="classarm__compute_1_1_n_e_flatten_layer.xhtml">NEFlattenLayer</a> in order to validate the arguments </td></tr>
372 <tr><td class="paramdir">[in]</td><td class="paramname">dilation</td><td>(Optional) Dilation, in elements, across x and y. Defaults to (1, 1). </td></tr>
377 <p>Referenced by <a class="el" href="_n_e_im2_col_kernel_8h_source.xhtml#l00060">NEIm2ColKernel::name()</a>.</p>
381 <a class="anchor" id="ab5656bb5b6334bdbe6e606c715872828"></a>
382 <div class="memitem">
383 <div class="memproto">
384 <table class="mlabels">
386 <td class="mlabels-left">
387 <table class="memname">
389 <td class="memname">const char* name </td>
391 <td class="paramname"></td><td>)</td>
396 <td class="mlabels-right">
397 <span class="mlabels"><span class="mlabel">inline</span><span class="mlabel">override</span><span class="mlabel">virtual</span></span> </td>
400 </div><div class="memdoc">
402 <p>Name of the kernel. </p>
403 <dl class="section return"><dt>Returns</dt><dd><a class="el" href="classarm__compute_1_1_kernel.xhtml" title="Kernel class. ">Kernel</a> name </dd></dl>
405 <p>Implements <a class="el" href="classarm__compute_1_1_i_c_p_p_kernel.xhtml#a1a30ad8f276a2310571c36239554831a">ICPPKernel</a>.</p>
407 <p>Definition at line <a class="el" href="_n_e_im2_col_kernel_8h_source.xhtml#l00060">60</a> of file <a class="el" href="_n_e_im2_col_kernel_8h_source.xhtml">NEIm2ColKernel.h</a>.</p>
409 <p>References <a class="el" href="classarm__compute_1_1_n_e_im2_col_kernel.xhtml#afbd609f662a014d7f00717828465494a">NEIm2ColKernel::configure()</a>, <a class="el" href="_c_l_2_winograd_8cpp_source.xhtml#l00360">arm_compute::test::validation::conv_info</a>, <a class="el" href="namespacearm__compute_1_1test_1_1validation.xhtml#a096668313a9a819d54a2e65ec21ff0cc">arm_compute::test::validation::info()</a>, <a class="el" href="classarm__compute_1_1_n_e_im2_col_kernel.xhtml#aec5fb874227c941e8ac14de3d29e543b">NEIm2ColKernel::NEIm2ColKernel()</a>, <a class="el" href="classarm__compute_1_1_n_e_im2_col_kernel.xhtml#a8f6d6c13a896535a381329b6145aeae8">NEIm2ColKernel::operator=()</a>, <a class="el" href="classarm__compute_1_1_n_e_im2_col_kernel.xhtml#a112b35dd205c62ea6ed1447ef226da82">NEIm2ColKernel::run()</a>, <a class="el" href="namespacearm__compute.xhtml#a1ce9b523fd4f3b5bbcadcd796183455aa4c614360da93c0a041b22e537de151eb">arm_compute::U</a>, <a class="el" href="classarm__compute_1_1_n_e_im2_col_kernel.xhtml#ace19fb90f6d725d8f1f32bc7249a77b0">NEIm2ColKernel::validate()</a>, <a class="el" href="classarm__compute_1_1_i_kernel.xhtml#a3f5646133956f06348b310ccc3d36353">IKernel::window()</a>, and <a class="el" href="classarm__compute_1_1_n_e_im2_col_kernel.xhtml#acaa705664e19820e28eb86f7737a98ba">NEIm2ColKernel::~NEIm2ColKernel()</a>.</p>
410 <div class="fragment"><div class="line"><a name="l00061"></a><span class="lineno"> 61</span>  {</div><div class="line"><a name="l00062"></a><span class="lineno"> 62</span>  <span class="keywordflow">return</span> <span class="stringliteral">"NEIm2ColKernel"</span>;</div><div class="line"><a name="l00063"></a><span class="lineno"> 63</span>  }</div></div><!-- fragment -->
413 <a class="anchor" id="a8f6d6c13a896535a381329b6145aeae8"></a>
414 <div class="memitem">
415 <div class="memproto">
416 <table class="mlabels">
418 <td class="mlabels-left">
419 <table class="memname">
421 <td class="memname"><a class="el" href="classarm__compute_1_1_n_e_im2_col_kernel.xhtml">NEIm2ColKernel</a>& operator= </td>
423 <td class="paramtype">const <a class="el" href="classarm__compute_1_1_n_e_im2_col_kernel.xhtml">NEIm2ColKernel</a> & </td>
424 <td class="paramname"></td><td>)</td>
429 <td class="mlabels-right">
430 <span class="mlabels"><span class="mlabel">delete</span></span> </td>
433 </div><div class="memdoc">
435 <p>Prevent instances of this class from being copied (As this class contains pointers) </p>
437 <p>Referenced by <a class="el" href="_n_e_im2_col_kernel_8h_source.xhtml#l00060">NEIm2ColKernel::name()</a>.</p>
441 <a class="anchor" id="a6a2aca1636f47703585803ca05d10180"></a>
442 <div class="memitem">
443 <div class="memproto">
444 <table class="mlabels">
446 <td class="mlabels-left">
447 <table class="memname">
449 <td class="memname"><a class="el" href="classarm__compute_1_1_n_e_im2_col_kernel.xhtml">NEIm2ColKernel</a>& operator= </td>
451 <td class="paramtype"><a class="el" href="classarm__compute_1_1_n_e_im2_col_kernel.xhtml">NEIm2ColKernel</a> && </td>
452 <td class="paramname"></td><td>)</td>
457 <td class="mlabels-right">
458 <span class="mlabels"><span class="mlabel">default</span></span> </td>
461 </div><div class="memdoc">
463 <p>Allow instances of this class to be moved. </p>
467 <a class="anchor" id="a112b35dd205c62ea6ed1447ef226da82"></a>
468 <div class="memitem">
469 <div class="memproto">
470 <table class="mlabels">
472 <td class="mlabels-left">
473 <table class="memname">
475 <td class="memname">void run </td>
477 <td class="paramtype">const <a class="el" href="classarm__compute_1_1_window.xhtml">Window</a> & </td>
478 <td class="paramname"><em>window</em>, </td>
481 <td class="paramkey"></td>
483 <td class="paramtype">const <a class="el" href="structarm__compute_1_1_thread_info.xhtml">ThreadInfo</a> & </td>
484 <td class="paramname"><em>info</em> </td>
493 <td class="mlabels-right">
494 <span class="mlabels"><span class="mlabel">override</span><span class="mlabel">virtual</span></span> </td>
497 </div><div class="memdoc">
499 <p>Execute the kernel on the passed window. </p>
500 <dl class="section warning"><dt>Warning</dt><dd>If <a class="el" href="classarm__compute_1_1_i_kernel.xhtml#abfab8f0d4928e1081d9f65b77933e24a" title="Indicates whether or not the kernel is parallelisable. ">is_parallelisable()</a> returns false then the passed window must be equal to <a class="el" href="classarm__compute_1_1_i_kernel.xhtml#a3f5646133956f06348b310ccc3d36353" title="The maximum window the kernel can be executed on. ">window()</a></dd></dl>
501 <dl class="section note"><dt>Note</dt><dd>The window has to be a region within the window returned by the <a class="el" href="classarm__compute_1_1_i_kernel.xhtml#a3f5646133956f06348b310ccc3d36353" title="The maximum window the kernel can be executed on. ">window()</a> method</dd>
503 The width of the window has to be a multiple of num_elems_processed_per_iteration().</dd></dl>
504 <dl class="params"><dt>Parameters</dt><dd>
505 <table class="params">
506 <tr><td class="paramdir">[in]</td><td class="paramname">window</td><td>Region on which to execute the kernel. (Must be a region of the window returned by <a class="el" href="classarm__compute_1_1_i_kernel.xhtml#a3f5646133956f06348b310ccc3d36353" title="The maximum window the kernel can be executed on. ">window()</a>) </td></tr>
507 <tr><td class="paramdir">[in]</td><td class="paramname">info</td><td>Info about executing thread and CPU. </td></tr>
512 <p>Implements <a class="el" href="classarm__compute_1_1_i_c_p_p_kernel.xhtml#af814ff5e96f40f1cccf809b2b4ee19ef">ICPPKernel</a>.</p>
514 <p>Referenced by <a class="el" href="_n_e_im2_col_kernel_8h_source.xhtml#l00060">NEIm2ColKernel::name()</a>.</p>
518 <a class="anchor" id="ace19fb90f6d725d8f1f32bc7249a77b0"></a>
519 <div class="memitem">
520 <div class="memproto">
521 <table class="mlabels">
523 <td class="mlabels-left">
524 <table class="memname">
526 <td class="memname">static <a class="el" href="classarm__compute_1_1_status.xhtml">Status</a> validate </td>
528 <td class="paramtype">const <a class="el" href="classarm__compute_1_1_i_tensor_info.xhtml">ITensorInfo</a> * </td>
529 <td class="paramname"><em>input</em>, </td>
532 <td class="paramkey"></td>
534 <td class="paramtype">const <a class="el" href="classarm__compute_1_1_i_tensor_info.xhtml">ITensorInfo</a> * </td>
535 <td class="paramname"><em>output</em>, </td>
538 <td class="paramkey"></td>
540 <td class="paramtype">const <a class="el" href="classarm__compute_1_1_size2_d.xhtml">Size2D</a> & </td>
541 <td class="paramname"><em>kernel_dims</em>, </td>
544 <td class="paramkey"></td>
546 <td class="paramtype">const <a class="el" href="classarm__compute_1_1_pad_stride_info.xhtml">PadStrideInfo</a> & </td>
547 <td class="paramname"><em>conv_info</em>, </td>
550 <td class="paramkey"></td>
552 <td class="paramtype">bool </td>
553 <td class="paramname"><em>has_bias</em>, </td>
556 <td class="paramkey"></td>
558 <td class="paramtype">bool </td>
559 <td class="paramname"><em>is_fully_connected</em>, </td>
562 <td class="paramkey"></td>
564 <td class="paramtype">bool </td>
565 <td class="paramname"><em>is_flatten</em> = <code>false</code>, </td>
568 <td class="paramkey"></td>
570 <td class="paramtype">const <a class="el" href="classarm__compute_1_1_size2_d.xhtml">Size2D</a> & </td>
571 <td class="paramname"><em>dilation</em> = <code><a class="el" href="classarm__compute_1_1_size2_d.xhtml">Size2D</a>(1U, 1U)</code> </td>
580 <td class="mlabels-right">
581 <span class="mlabels"><span class="mlabel">static</span></span> </td>
584 </div><div class="memdoc">
586 <p>Static function to check if given info will lead to a valid configuration of <a class="el" href="classarm__compute_1_1_n_e_im2_col_kernel.xhtml">NEIm2ColKernel</a>. </p>
587 <dl class="params"><dt>Parameters</dt><dd>
588 <table class="params">
589 <tr><td class="paramdir">[in]</td><td class="paramname">input</td><td>The input tensor to convert. 3 lower dimensions represent a single input [width, height, IFM], while every optional dimension from 4 and above represent a batch of inputs. Data types supported: QS8/QS16/QASYMM8/F16/F32 Note: QASYMM8 works only for has_bias = false </td></tr>
590 <tr><td class="paramdir">[in]</td><td class="paramname">output</td><td>The output tensor. Data types supported: Same as <code>input</code> </td></tr>
591 <tr><td class="paramdir">[in]</td><td class="paramname">kernel_dims</td><td>The kernel dimensions (width and height). </td></tr>
592 <tr><td class="paramdir">[in]</td><td class="paramname">conv_info</td><td>Contains padding and stride information described in <a class="el" href="classarm__compute_1_1_pad_stride_info.xhtml">PadStrideInfo</a>. </td></tr>
593 <tr><td class="paramdir">[in]</td><td class="paramname">has_bias</td><td>In case biases are provided expands the matrix with 1. </td></tr>
594 <tr><td class="paramdir">[in]</td><td class="paramname">is_fully_connected</td><td>Determines whether this kernel will be called by <a class="el" href="classarm__compute_1_1_n_e_fully_connected_layer.xhtml">NEFullyConnectedLayer</a> in order to validate the arguments </td></tr>
595 <tr><td class="paramdir">[in]</td><td class="paramname">is_flatten</td><td>(Optional) Determines whether this kernel will be called by <a class="el" href="classarm__compute_1_1_n_e_flatten_layer.xhtml">NEFlattenLayer</a> in order to validate the arguments </td></tr>
596 <tr><td class="paramdir">[in]</td><td class="paramname">dilation</td><td>(Optional) Dilation, in elements, across x and y. Defaults to (1, 1).</td></tr>
600 <dl class="section return"><dt>Returns</dt><dd>a status </dd></dl>
602 <p>Referenced by <a class="el" href="_n_e_im2_col_kernel_8h_source.xhtml#l00060">NEIm2ColKernel::name()</a>.</p>
606 <hr/>The documentation for this class was generated from the following file:<ul>
607 <li>arm_compute/core/NEON/kernels/<a class="el" href="_n_e_im2_col_kernel_8h_source.xhtml">NEIm2ColKernel.h</a></li>
609 </div><!-- contents -->
610 </div><!-- doc-content -->
611 <!-- start footer part -->
612 <div id="nav-path" class="navpath"><!-- id is needed for treeview function! -->
614 <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_im2_col_kernel.xhtml">NEIm2ColKernel</a></li>
615 <li class="footer">Generated on Wed May 23 2018 11:36:42 for Compute Library by
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617 <img class="footer" src="doxygen.png" alt="doxygen"/></a> 1.8.11 </li>