documentation/normalization__layer_8cl.xhtml

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 114
 115 <div class="header">
 116   <div class="summary">
 117 <a href="#define-members">Macros</a> &#124;
 118 <a href="#func-members">Functions</a>  </div>
 119   <div class="headertitle">
 120 <div class="title">normalization_layer.cl File Reference</div>  </div>
 121 </div><!--header-->
 122 <div class="contents">
 123 <div class="textblock"><code>#include &quot;<a class="el" href="helpers_8h_source.xhtml">helpers.h</a>&quot;</code><br />
 124 </div>
 125 <p><a href="normalization__layer_8cl_source.xhtml">Go to the source code of this file.</a></p>
 126 <table class="memberdecls">
 127 <tr class="heading"><td colspan="2"><h2 class="groupheader"><a name="define-members"></a>
 128 Macros</h2></td></tr>
 129 <tr class="memitem:ac0bf948069436897cf005ea45ac73a4f"><td class="memItemLeft" align="right" valign="top">#define&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="normalization__layer_8cl.xhtml#ac0bf948069436897cf005ea45ac73a4f">MUL_OP</a>(x,  y)&#160;&#160;&#160;((x) * (y))</td></tr>
 130 <tr class="separator:ac0bf948069436897cf005ea45ac73a4f"><td class="memSeparator" colspan="2">&#160;</td></tr>
 131 <tr class="memitem:a334426d638df3b4108c366e240cf5504"><td class="memItemLeft" align="right" valign="top">#define&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="normalization__layer_8cl.xhtml#a334426d638df3b4108c366e240cf5504">ADD_OP</a>(x,  y)&#160;&#160;&#160;((x) + (y))</td></tr>
 132 <tr class="separator:a334426d638df3b4108c366e240cf5504"><td class="memSeparator" colspan="2">&#160;</td></tr>
 133 <tr class="memitem:a5db17889d824975fefb2ce2f4690637f"><td class="memItemLeft" align="right" valign="top">#define&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="normalization__layer_8cl.xhtml#a5db17889d824975fefb2ce2f4690637f">DIV_OP</a>(x,  y)&#160;&#160;&#160;((x) / (y))</td></tr>
 134 <tr class="separator:a5db17889d824975fefb2ce2f4690637f"><td class="memSeparator" colspan="2">&#160;</td></tr>
 135 <tr class="memitem:a09724da1a9e5ba54260905829ec27db4"><td class="memItemLeft" align="right" valign="top">#define&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="normalization__layer_8cl.xhtml#a09724da1a9e5ba54260905829ec27db4">POW_OP</a>(x,  y)&#160;&#160;&#160;pow((x), (y))</td></tr>
 136 <tr class="separator:a09724da1a9e5ba54260905829ec27db4"><td class="memSeparator" colspan="2">&#160;</td></tr>
 137 <tr class="memitem:a107d847044e677b01e9bd3d5251b39d9"><td class="memItemLeft" align="right" valign="top">#define&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="normalization__layer_8cl.xhtml#a107d847044e677b01e9bd3d5251b39d9">SQCVT_SAT</a>(a)&#160;&#160;&#160;(a)</td></tr>
 138 <tr class="separator:a107d847044e677b01e9bd3d5251b39d9"><td class="memSeparator" colspan="2">&#160;</td></tr>
 139 <tr class="memitem:a10a9bf1a9fce27664d5f91844ff3f691"><td class="memItemLeft" align="right" valign="top">#define&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="normalization__layer_8cl.xhtml#a10a9bf1a9fce27664d5f91844ff3f691">LOAD_OP</a>(<a class="el" href="helpers_8h.xhtml#a009469e4d9b8fce3b6d5e97d2077827d">offset</a>,  ptr)&#160;&#160;&#160;vload4(<a class="el" href="helpers_8h.xhtml#a009469e4d9b8fce3b6d5e97d2077827d">offset</a>, ptr)</td></tr>
 140 <tr class="separator:a10a9bf1a9fce27664d5f91844ff3f691"><td class="memSeparator" colspan="2">&#160;</td></tr>
 141 <tr class="memitem:ac59caf44b60378c02032aab994ad5ac1"><td class="memItemLeft" align="right" valign="top">#define&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="normalization__layer_8cl.xhtml#ac59caf44b60378c02032aab994ad5ac1">STORE_OP</a>(data,  <a class="el" href="helpers_8h.xhtml#a009469e4d9b8fce3b6d5e97d2077827d">offset</a>,  ptr)&#160;&#160;&#160;vstore4(data, <a class="el" href="helpers_8h.xhtml#a009469e4d9b8fce3b6d5e97d2077827d">offset</a>, ptr)</td></tr>
 142 <tr class="separator:ac59caf44b60378c02032aab994ad5ac1"><td class="memSeparator" colspan="2">&#160;</td></tr>
 143 </table><table class="memberdecls">
 144 <tr class="heading"><td colspan="2"><h2 class="groupheader"><a name="func-members"></a>
 145 Functions</h2></td></tr>
 146 <tr class="memitem:a7db22b7ddf8f433e02ede3bd9c56d9d9"><td class="memItemLeft" align="right" valign="top">__kernel void&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="normalization__layer_8cl.xhtml#a7db22b7ddf8f433e02ede3bd9c56d9d9">normalization_layer_cross_map</a> (__global uchar *input_ptr, uint input_stride_x, uint input_step_x, uint input_stride_y, uint input_step_y, uint input_stride_z, uint input_step_z, uint input_offset_first_element_in_bytes, __global uchar *output_ptr, uint output_stride_x, uint output_step_x, uint output_stride_y, uint output_step_y, uint output_stride_z, uint output_step_z, uint output_offset_first_element_in_bytes)</td></tr>
 147 <tr class="memdesc:a7db22b7ddf8f433e02ede3bd9c56d9d9"><td class="mdescLeft">&#160;</td><td class="mdescRight">Apply cross-map normalization.  <a href="#a7db22b7ddf8f433e02ede3bd9c56d9d9">More...</a><br /></td></tr>
 148 <tr class="separator:a7db22b7ddf8f433e02ede3bd9c56d9d9"><td class="memSeparator" colspan="2">&#160;</td></tr>
 149 <tr class="memitem:a98051a32b8ae24598346306c1b131b2c"><td class="memItemLeft" align="right" valign="top">__kernel void&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="normalization__layer_8cl.xhtml#a98051a32b8ae24598346306c1b131b2c">normalization_layer_in_map</a> (__global uchar *input_ptr, uint input_stride_x, uint input_step_x, uint input_stride_y, uint input_step_y, uint input_stride_z, uint input_step_z, uint input_offset_first_element_in_bytes, __global uchar *output_ptr, uint output_stride_x, uint output_step_x, uint output_stride_y, uint output_step_y, uint output_stride_z, uint output_step_z, uint output_offset_first_element_in_bytes)</td></tr>
 150 <tr class="memdesc:a98051a32b8ae24598346306c1b131b2c"><td class="mdescLeft">&#160;</td><td class="mdescRight">Apply in-map normalization.  <a href="#a98051a32b8ae24598346306c1b131b2c">More...</a><br /></td></tr>
 151 <tr class="separator:a98051a32b8ae24598346306c1b131b2c"><td class="memSeparator" colspan="2">&#160;</td></tr>
 152 </table>
 153 <h2 class="groupheader">Macro Definition Documentation</h2>
 154 <a class="anchor" id="a334426d638df3b4108c366e240cf5504"></a>
 155 <div class="memitem">
 156 <div class="memproto">
 157       <table class="memname">
 158         <tr>
 159           <td class="memname">#define ADD_OP</td>
 160           <td>(</td>
 161           <td class="paramtype">&#160;</td>
 162           <td class="paramname">x, </td>
 163         </tr>
 164         <tr>
 165           <td class="paramkey"></td>
 166           <td></td>
 167           <td class="paramtype">&#160;</td>
 168           <td class="paramname">y&#160;</td>
 169         </tr>
 170         <tr>
 171           <td></td>
 172           <td>)</td>
 173           <td></td><td>&#160;&#160;&#160;((x) + (y))</td>
 174         </tr>
 175       </table>
 176 </div><div class="memdoc">
 177
 178 <p>Definition at line <a class="el" href="normalization__layer_8cl_source.xhtml#l00043">43</a> of file <a class="el" href="normalization__layer_8cl_source.xhtml">normalization_layer.cl</a>.</p>
 179
 180 <p>Referenced by <a class="el" href="normalization__layer_8cl_source.xhtml#l00079">normalization_layer_cross_map()</a>, and <a class="el" href="normalization__layer_8cl_source.xhtml#l00139">normalization_layer_in_map()</a>.</p>
 181
 182 </div>
 183 </div>
 184 <a class="anchor" id="a5db17889d824975fefb2ce2f4690637f"></a>
 185 <div class="memitem">
 186 <div class="memproto">
 187       <table class="memname">
 188         <tr>
 189           <td class="memname">#define DIV_OP</td>
 190           <td>(</td>
 191           <td class="paramtype">&#160;</td>
 192           <td class="paramname">x, </td>
 193         </tr>
 194         <tr>
 195           <td class="paramkey"></td>
 196           <td></td>
 197           <td class="paramtype">&#160;</td>
 198           <td class="paramname">y&#160;</td>
 199         </tr>
 200         <tr>
 201           <td></td>
 202           <td>)</td>
 203           <td></td><td>&#160;&#160;&#160;((x) / (y))</td>
 204         </tr>
 205       </table>
 206 </div><div class="memdoc">
 207
 208 <p>Definition at line <a class="el" href="normalization__layer_8cl_source.xhtml#l00044">44</a> of file <a class="el" href="normalization__layer_8cl_source.xhtml">normalization_layer.cl</a>.</p>
 209
 210 <p>Referenced by <a class="el" href="normalization__layer_8cl_source.xhtml#l00079">normalization_layer_cross_map()</a>, and <a class="el" href="normalization__layer_8cl_source.xhtml#l00139">normalization_layer_in_map()</a>.</p>
 211
 212 </div>
 213 </div>
 214 <a class="anchor" id="a10a9bf1a9fce27664d5f91844ff3f691"></a>
 215 <div class="memitem">
 216 <div class="memproto">
 217       <table class="memname">
 218         <tr>
 219           <td class="memname">#define LOAD_OP</td>
 220           <td>(</td>
 221           <td class="paramtype">&#160;</td>
 222           <td class="paramname"><a class="el" href="helpers_8h.xhtml#a009469e4d9b8fce3b6d5e97d2077827d">offset</a>, </td>
 223         </tr>
 224         <tr>
 225           <td class="paramkey"></td>
 226           <td></td>
 227           <td class="paramtype">&#160;</td>
 228           <td class="paramname">ptr&#160;</td>
 229         </tr>
 230         <tr>
 231           <td></td>
 232           <td>)</td>
 233           <td></td><td>&#160;&#160;&#160;vload4(<a class="el" href="helpers_8h.xhtml#a009469e4d9b8fce3b6d5e97d2077827d">offset</a>, ptr)</td>
 234         </tr>
 235       </table>
 236 </div><div class="memdoc">
 237
 238 <p>Definition at line <a class="el" href="normalization__layer_8cl_source.xhtml#l00048">48</a> of file <a class="el" href="normalization__layer_8cl_source.xhtml">normalization_layer.cl</a>.</p>
 239
 240 <p>Referenced by <a class="el" href="normalization__layer_8cl_source.xhtml#l00079">normalization_layer_cross_map()</a>, and <a class="el" href="normalization__layer_8cl_source.xhtml#l00139">normalization_layer_in_map()</a>.</p>
 241
 242 </div>
 243 </div>
 244 <a class="anchor" id="ac0bf948069436897cf005ea45ac73a4f"></a>
 245 <div class="memitem">
 246 <div class="memproto">
 247       <table class="memname">
 248         <tr>
 249           <td class="memname">#define MUL_OP</td>
 250           <td>(</td>
 251           <td class="paramtype">&#160;</td>
 252           <td class="paramname">x, </td>
 253         </tr>
 254         <tr>
 255           <td class="paramkey"></td>
 256           <td></td>
 257           <td class="paramtype">&#160;</td>
 258           <td class="paramname">y&#160;</td>
 259         </tr>
 260         <tr>
 261           <td></td>
 262           <td>)</td>
 263           <td></td><td>&#160;&#160;&#160;((x) * (y))</td>
 264         </tr>
 265       </table>
 266 </div><div class="memdoc">
 267
 268 <p>Definition at line <a class="el" href="normalization__layer_8cl_source.xhtml#l00042">42</a> of file <a class="el" href="normalization__layer_8cl_source.xhtml">normalization_layer.cl</a>.</p>
 269
 270 <p>Referenced by <a class="el" href="normalization__layer_8cl_source.xhtml#l00079">normalization_layer_cross_map()</a>, and <a class="el" href="normalization__layer_8cl_source.xhtml#l00139">normalization_layer_in_map()</a>.</p>
 271
 272 </div>
 273 </div>
 274 <a class="anchor" id="a09724da1a9e5ba54260905829ec27db4"></a>
 275 <div class="memitem">
 276 <div class="memproto">
 277       <table class="memname">
 278         <tr>
 279           <td class="memname">#define POW_OP</td>
 280           <td>(</td>
 281           <td class="paramtype">&#160;</td>
 282           <td class="paramname">x, </td>
 283         </tr>
 284         <tr>
 285           <td class="paramkey"></td>
 286           <td></td>
 287           <td class="paramtype">&#160;</td>
 288           <td class="paramname">y&#160;</td>
 289         </tr>
 290         <tr>
 291           <td></td>
 292           <td>)</td>
 293           <td></td><td>&#160;&#160;&#160;pow((x), (y))</td>
 294         </tr>
 295       </table>
 296 </div><div class="memdoc">
 297
 298 <p>Definition at line <a class="el" href="normalization__layer_8cl_source.xhtml#l00045">45</a> of file <a class="el" href="normalization__layer_8cl_source.xhtml">normalization_layer.cl</a>.</p>
 299
 300 <p>Referenced by <a class="el" href="normalization__layer_8cl_source.xhtml#l00079">normalization_layer_cross_map()</a>, and <a class="el" href="normalization__layer_8cl_source.xhtml#l00139">normalization_layer_in_map()</a>.</p>
 301
 302 </div>
 303 </div>
 304 <a class="anchor" id="a107d847044e677b01e9bd3d5251b39d9"></a>
 305 <div class="memitem">
 306 <div class="memproto">
 307       <table class="memname">
 308         <tr>
 309           <td class="memname">#define SQCVT_SAT</td>
 310           <td>(</td>
 311           <td class="paramtype">&#160;</td>
 312           <td class="paramname">a</td><td>)</td>
 313           <td>&#160;&#160;&#160;(a)</td>
 314         </tr>
 315       </table>
 316 </div><div class="memdoc">
 317
 318 <p>Definition at line <a class="el" href="normalization__layer_8cl_source.xhtml#l00046">46</a> of file <a class="el" href="normalization__layer_8cl_source.xhtml">normalization_layer.cl</a>.</p>
 319
 320 <p>Referenced by <a class="el" href="normalization__layer_8cl_source.xhtml#l00079">normalization_layer_cross_map()</a>, and <a class="el" href="normalization__layer_8cl_source.xhtml#l00139">normalization_layer_in_map()</a>.</p>
 321
 322 </div>
 323 </div>
 324 <a class="anchor" id="ac59caf44b60378c02032aab994ad5ac1"></a>
 325 <div class="memitem">
 326 <div class="memproto">
 327       <table class="memname">
 328         <tr>
 329           <td class="memname">#define STORE_OP</td>
 330           <td>(</td>
 331           <td class="paramtype">&#160;</td>
 332           <td class="paramname">data, </td>
 333         </tr>
 334         <tr>
 335           <td class="paramkey"></td>
 336           <td></td>
 337           <td class="paramtype">&#160;</td>
 338           <td class="paramname"><a class="el" href="helpers_8h.xhtml#a009469e4d9b8fce3b6d5e97d2077827d">offset</a>, </td>
 339         </tr>
 340         <tr>
 341           <td class="paramkey"></td>
 342           <td></td>
 343           <td class="paramtype">&#160;</td>
 344           <td class="paramname">ptr&#160;</td>
 345         </tr>
 346         <tr>
 347           <td></td>
 348           <td>)</td>
 349           <td></td><td>&#160;&#160;&#160;vstore4(data, <a class="el" href="helpers_8h.xhtml#a009469e4d9b8fce3b6d5e97d2077827d">offset</a>, ptr)</td>
 350         </tr>
 351       </table>
 352 </div><div class="memdoc">
 353
 354 <p>Definition at line <a class="el" href="normalization__layer_8cl_source.xhtml#l00049">49</a> of file <a class="el" href="normalization__layer_8cl_source.xhtml">normalization_layer.cl</a>.</p>
 355
 356 <p>Referenced by <a class="el" href="normalization__layer_8cl_source.xhtml#l00079">normalization_layer_cross_map()</a>, and <a class="el" href="normalization__layer_8cl_source.xhtml#l00139">normalization_layer_in_map()</a>.</p>
 357
 358 </div>
 359 </div>
 360 <h2 class="groupheader">Function Documentation</h2>
 361 <a class="anchor" id="a7db22b7ddf8f433e02ede3bd9c56d9d9"></a>
 362 <div class="memitem">
 363 <div class="memproto">
 364       <table class="memname">
 365         <tr>
 366           <td class="memname">__kernel void normalization_layer_cross_map </td>
 367           <td>(</td>
 368           <td class="paramtype">__global uchar *&#160;</td>
 369           <td class="paramname"><em>input_ptr</em>, </td>
 370         </tr>
 371         <tr>
 372           <td class="paramkey"></td>
 373           <td></td>
 374           <td class="paramtype">uint&#160;</td>
 375           <td class="paramname"><em>input_stride_x</em>, </td>
 376         </tr>
 377         <tr>
 378           <td class="paramkey"></td>
 379           <td></td>
 380           <td class="paramtype">uint&#160;</td>
 381           <td class="paramname"><em>input_step_x</em>, </td>
 382         </tr>
 383         <tr>
 384           <td class="paramkey"></td>
 385           <td></td>
 386           <td class="paramtype">uint&#160;</td>
 387           <td class="paramname"><em>input_stride_y</em>, </td>
 388         </tr>
 389         <tr>
 390           <td class="paramkey"></td>
 391           <td></td>
 392           <td class="paramtype">uint&#160;</td>
 393           <td class="paramname"><em>input_step_y</em>, </td>
 394         </tr>
 395         <tr>
 396           <td class="paramkey"></td>
 397           <td></td>
 398           <td class="paramtype">uint&#160;</td>
 399           <td class="paramname"><em>input_stride_z</em>, </td>
 400         </tr>
 401         <tr>
 402           <td class="paramkey"></td>
 403           <td></td>
 404           <td class="paramtype">uint&#160;</td>
 405           <td class="paramname"><em>input_step_z</em>, </td>
 406         </tr>
 407         <tr>
 408           <td class="paramkey"></td>
 409           <td></td>
 410           <td class="paramtype">uint&#160;</td>
 411           <td class="paramname"><em>input_offset_first_element_in_bytes</em>, </td>
 412         </tr>
 413         <tr>
 414           <td class="paramkey"></td>
 415           <td></td>
 416           <td class="paramtype">__global uchar *&#160;</td>
 417           <td class="paramname"><em>output_ptr</em>, </td>
 418         </tr>
 419         <tr>
 420           <td class="paramkey"></td>
 421           <td></td>
 422           <td class="paramtype">uint&#160;</td>
 423           <td class="paramname"><em>output_stride_x</em>, </td>
 424         </tr>
 425         <tr>
 426           <td class="paramkey"></td>
 427           <td></td>
 428           <td class="paramtype">uint&#160;</td>
 429           <td class="paramname"><em>output_step_x</em>, </td>
 430         </tr>
 431         <tr>
 432           <td class="paramkey"></td>
 433           <td></td>
 434           <td class="paramtype">uint&#160;</td>
 435           <td class="paramname"><em>output_stride_y</em>, </td>
 436         </tr>
 437         <tr>
 438           <td class="paramkey"></td>
 439           <td></td>
 440           <td class="paramtype">uint&#160;</td>
 441           <td class="paramname"><em>output_step_y</em>, </td>
 442         </tr>
 443         <tr>
 444           <td class="paramkey"></td>
 445           <td></td>
 446           <td class="paramtype">uint&#160;</td>
 447           <td class="paramname"><em>output_stride_z</em>, </td>
 448         </tr>
 449         <tr>
 450           <td class="paramkey"></td>
 451           <td></td>
 452           <td class="paramtype">uint&#160;</td>
 453           <td class="paramname"><em>output_step_z</em>, </td>
 454         </tr>
 455         <tr>
 456           <td class="paramkey"></td>
 457           <td></td>
 458           <td class="paramtype">uint&#160;</td>
 459           <td class="paramname"><em>output_offset_first_element_in_bytes</em>&#160;</td>
 460         </tr>
 461         <tr>
 462           <td></td>
 463           <td>)</td>
 464           <td></td><td></td>
 465         </tr>
 466       </table>
 467 </div><div class="memdoc">
 468
 469 <p>Apply cross-map normalization. </p>
 470 <dl class="section note"><dt>Note</dt><dd>Datatype should be given as a preprocessor argument using -DDATA_TYPE=type. e.g. -DDATA_TYPE=short </dd>
 471 <dd>
 472 <a class="el" href="struct_vector.xhtml" title="Structure to hold Vector information. ">Vector</a> size should be given as a preprocessor argument using -DVEC_SIZE=size, e.g. -DVEC_SIZE=16 </dd>
 473 <dd>
 474 The radius should be given as a preprocessor argument using -DRADIUS=size. e.g. -DRADIUS=5 </dd>
 475 <dd>
 476 The number of slices should be given as a preprocessor argument using -DNUM_SLICES=size. e.g. -DNUM_SLICES=192 </dd>
 477 <dd>
 478 In case of fixed-point operation -DFIXED_POINT_POSITION=fixed_point_position must be provided: e.g. -DFIXED_POINT_POSITION=3 </dd>
 479 <dd>
 480 Scaling coefficient (= alpha/norm_size), beta and kappa need to be passed at compile time using -DCOEFF, -DALPHA and -DKAPPA</dd></dl>
 481 <dl class="params"><dt>Parameters</dt><dd>
 482   <table class="params">
 483     <tr><td class="paramdir">[in]</td><td class="paramname">input_ptr</td><td>Pointer to the first source tensor. Supported data types: QS8/QS16/F16/F32 </td></tr>
 484     <tr><td class="paramdir">[in]</td><td class="paramname">input_stride_x</td><td>Stride of the first source tensor in X dimension (in bytes) </td></tr>
 485     <tr><td class="paramdir">[in]</td><td class="paramname">input_step_x</td><td>input_stride_x * number of elements along X processed per workitem(in bytes) </td></tr>
 486     <tr><td class="paramdir">[in]</td><td class="paramname">input_stride_y</td><td>Stride of the first source tensor in Y dimension (in bytes) </td></tr>
 487     <tr><td class="paramdir">[in]</td><td class="paramname">input_step_y</td><td>input_stride_y * number of elements along Y processed per workitem(in bytes) </td></tr>
 488     <tr><td class="paramdir">[in]</td><td class="paramname">input_stride_z</td><td>Stride of the first source tensor in Z dimension (in bytes) </td></tr>
 489     <tr><td class="paramdir">[in]</td><td class="paramname">input_step_z</td><td>input_stride_z * number of elements along Z processed per workitem(in bytes) </td></tr>
 490     <tr><td class="paramdir">[in]</td><td class="paramname">input_offset_first_element_in_bytes</td><td>The offset of the first element in the first source tensor </td></tr>
 491     <tr><td class="paramdir">[out]</td><td class="paramname">output_ptr</td><td>Pointer to the destination tensor. Supported data types: same as <code>input_ptr</code> </td></tr>
 492     <tr><td class="paramdir">[in]</td><td class="paramname">output_stride_x</td><td>Stride of the destination tensor in X dimension (in bytes) </td></tr>
 493     <tr><td class="paramdir">[in]</td><td class="paramname">output_step_x</td><td>output_stride_x * number of elements along X processed per workitem(in bytes) </td></tr>
 494     <tr><td class="paramdir">[in]</td><td class="paramname">output_stride_y</td><td>Stride of the destination tensor in Y dimension (in bytes) </td></tr>
 495     <tr><td class="paramdir">[in]</td><td class="paramname">output_step_y</td><td>output_stride_y * number of elements along Y processed per workitem(in bytes) </td></tr>
 496     <tr><td class="paramdir">[in]</td><td class="paramname">output_stride_z</td><td>Stride of the destination tensor in Z dimension (in bytes) </td></tr>
 497     <tr><td class="paramdir">[in]</td><td class="paramname">output_step_z</td><td>output_stride_z * number of elements along Z processed per workitem(in bytes) </td></tr>
 498     <tr><td class="paramdir">[in]</td><td class="paramname">output_offset_first_element_in_bytes</td><td>The offset of the first element in the destination tensor </td></tr>
 499   </table>
 500   </dd>
 501 </dl>
 502
 503 <p>Definition at line <a class="el" href="normalization__layer_8cl_source.xhtml#l00079">79</a> of file <a class="el" href="normalization__layer_8cl_source.xhtml">normalization_layer.cl</a>.</p>
 504
 505 <p>References <a class="el" href="normalization__layer_8cl_source.xhtml#l00043">ADD_OP</a>, <a class="el" href="helpers_8h_source.xhtml#l00117">CONVERT_TO_TENSOR3D_STRUCT</a>, <a class="el" href="convolution3x3_8cl_source.xhtml#l00027">DATA_TYPE</a>, <a class="el" href="normalization__layer_8cl_source.xhtml#l00044">DIV_OP</a>, <a class="el" href="normalization__layer_8cl_source.xhtml#l00048">LOAD_OP</a>, <a class="el" href="tests_2validation_2_fixed_point_8h_source.xhtml#l00889">arm_compute::test::fixed_point_arithmetic::detail::max()</a>, <a class="el" href="tests_2validation_2_fixed_point_8h_source.xhtml#l00884">arm_compute::test::fixed_point_arithmetic::detail::min()</a>, <a class="el" href="normalization__layer_8cl_source.xhtml#l00042">MUL_OP</a>, <a class="el" href="normalization__layer_8cl_source.xhtml#l00045">POW_OP</a>, <a class="el" href="helpers_8h_source.xhtml#l00151">Tensor3D::ptr</a>, <a class="el" href="normalization__layer_8cl_source.xhtml#l00046">SQCVT_SAT</a>, <a class="el" href="normalization__layer_8cl_source.xhtml#l00049">STORE_OP</a>, <a class="el" href="helpers_8h_source.xhtml#l00313">tensor3D_offset()</a>, and <a class="el" href="fixed__point_8h_source.xhtml#l00093">VEC_DATA_TYPE</a>.</p>
 506 <div class="fragment"><div class="line"><a name="l00081"></a><span class="lineno">   81</span>&#160;{</div><div class="line"><a name="l00082"></a><span class="lineno">   82</span>&#160;    <a class="code" href="struct_tensor3_d.xhtml">Tensor3D</a> in  = <a class="code" href="helpers_8h.xhtml#a31c8c760f08fb1a331b16b7c204321dc">CONVERT_TO_TENSOR3D_STRUCT</a>(input);</div><div class="line"><a name="l00083"></a><span class="lineno">   83</span>&#160;    <a class="code" href="struct_tensor3_d.xhtml">Tensor3D</a> out = <a class="code" href="helpers_8h.xhtml#a31c8c760f08fb1a331b16b7c204321dc">CONVERT_TO_TENSOR3D_STRUCT</a>(output);</div><div class="line"><a name="l00084"></a><span class="lineno">   84</span>&#160;</div><div class="line"><a name="l00085"></a><span class="lineno">   85</span>&#160;    <a class="code" href="fixed__point_8h.xhtml#a36f754c05b6fddf6df0d8d0a74f8159f">VEC_DATA_TYPE</a>(<a class="code" href="convolution3x3_8cl.xhtml#afb8c72ce35c4a1f4a2588d6573e54aa1">DATA_TYPE</a>, VEC_SIZE)</div><div class="line"><a name="l00086"></a><span class="lineno">   86</span>&#160;    acc = (<a class="code" href="fixed__point_8h.xhtml#a36f754c05b6fddf6df0d8d0a74f8159f">VEC_DATA_TYPE</a>(<a class="code" href="convolution3x3_8cl.xhtml#afb8c72ce35c4a1f4a2588d6573e54aa1">DATA_TYPE</a>, VEC_SIZE))0;</div><div class="line"><a name="l00087"></a><span class="lineno">   87</span>&#160;    const <a class="code" href="fixed__point_8h.xhtml#a36f754c05b6fddf6df0d8d0a74f8159f">VEC_DATA_TYPE</a>(DATA_TYPE, VEC_SIZE)</div><div class="line"><a name="l00088"></a><span class="lineno">   88</span>&#160;    coeff_v = (<a class="code" href="fixed__point_8h.xhtml#a36f754c05b6fddf6df0d8d0a74f8159f">VEC_DATA_TYPE</a>(DATA_TYPE, VEC_SIZE))<a class="code" href="normalization__layer_8cl.xhtml#a107d847044e677b01e9bd3d5251b39d9">SQCVT_SAT</a>(COEFF);</div><div class="line"><a name="l00089"></a><span class="lineno">   89</span>&#160;    const <a class="code" href="fixed__point_8h.xhtml#a36f754c05b6fddf6df0d8d0a74f8159f">VEC_DATA_TYPE</a>(DATA_TYPE, VEC_SIZE)</div><div class="line"><a name="l00090"></a><span class="lineno">   90</span>&#160;    beta_v = (<a class="code" href="fixed__point_8h.xhtml#a36f754c05b6fddf6df0d8d0a74f8159f">VEC_DATA_TYPE</a>(DATA_TYPE, VEC_SIZE))<a class="code" href="normalization__layer_8cl.xhtml#a107d847044e677b01e9bd3d5251b39d9">SQCVT_SAT</a>(BETA);</div><div class="line"><a name="l00091"></a><span class="lineno">   91</span>&#160;    const <a class="code" href="fixed__point_8h.xhtml#a36f754c05b6fddf6df0d8d0a74f8159f">VEC_DATA_TYPE</a>(DATA_TYPE, VEC_SIZE)</div><div class="line"><a name="l00092"></a><span class="lineno">   92</span>&#160;    kappa_v = (<a class="code" href="fixed__point_8h.xhtml#a36f754c05b6fddf6df0d8d0a74f8159f">VEC_DATA_TYPE</a>(DATA_TYPE, VEC_SIZE))<a class="code" href="normalization__layer_8cl.xhtml#a107d847044e677b01e9bd3d5251b39d9">SQCVT_SAT</a>(KAPPA);</div><div class="line"><a name="l00093"></a><span class="lineno">   93</span>&#160;</div><div class="line"><a name="l00094"></a><span class="lineno">   94</span>&#160;    const <span class="keywordtype">int</span> current_slice = get_global_id(2);</div><div class="line"><a name="l00095"></a><span class="lineno">   95</span>&#160;    const <span class="keywordtype">int</span> left_slice    = <a class="code" href="namespacearm__compute_1_1test_1_1fixed__point__arithmetic_1_1detail.xhtml#ad91bb73431b4de1f4946ed949d444849">max</a>(-(<span class="keywordtype">int</span>)RADIUS, -current_slice);</div><div class="line"><a name="l00096"></a><span class="lineno">   96</span>&#160;    const <span class="keywordtype">int</span> right_slice   = <a class="code" href="namespacearm__compute_1_1test_1_1fixed__point__arithmetic_1_1detail.xhtml#aabcf39e3917f842dbc5fbb0d802f24d5">min</a>((<span class="keywordtype">int</span>)RADIUS, (<span class="keywordtype">int</span>)NUM_SLICES - 1 - current_slice);</div><div class="line"><a name="l00097"></a><span class="lineno">   97</span>&#160;</div><div class="line"><a name="l00098"></a><span class="lineno">   98</span>&#160;    for(<span class="keywordtype">int</span> i = left_slice; i &lt;= right_slice; i++)</div><div class="line"><a name="l00099"></a><span class="lineno">   99</span>&#160;    {</div><div class="line"><a name="l00100"></a><span class="lineno">  100</span>&#160;        <a class="code" href="fixed__point_8h.xhtml#a36f754c05b6fddf6df0d8d0a74f8159f">VEC_DATA_TYPE</a>(DATA_TYPE, VEC_SIZE)</div><div class="line"><a name="l00101"></a><span class="lineno">  101</span>&#160;        values = <a class="code" href="normalization__layer_8cl.xhtml#a10a9bf1a9fce27664d5f91844ff3f691">LOAD_OP</a>(0, (__global DATA_TYPE *)<a class="code" href="helpers_8h.xhtml#a2101b2fe0193ce227ae4e0945e321d85">tensor3D_offset</a>(&amp;in, 0, 0, i));</div><div class="line"><a name="l00102"></a><span class="lineno">  102</span>&#160;        acc    = <a class="code" href="normalization__layer_8cl.xhtml#a334426d638df3b4108c366e240cf5504">ADD_OP</a>(acc, <a class="code" href="normalization__layer_8cl.xhtml#ac0bf948069436897cf005ea45ac73a4f">MUL_OP</a>(values, values));</div><div class="line"><a name="l00103"></a><span class="lineno">  103</span>&#160;    }</div><div class="line"><a name="l00104"></a><span class="lineno">  104</span>&#160;</div><div class="line"><a name="l00105"></a><span class="lineno">  105</span>&#160;    acc = <a class="code" href="normalization__layer_8cl.xhtml#a334426d638df3b4108c366e240cf5504">ADD_OP</a>(<a class="code" href="normalization__layer_8cl.xhtml#ac0bf948069436897cf005ea45ac73a4f">MUL_OP</a>(acc, coeff_v), kappa_v);</div><div class="line"><a name="l00106"></a><span class="lineno">  106</span>&#160;    const <a class="code" href="fixed__point_8h.xhtml#a36f754c05b6fddf6df0d8d0a74f8159f">VEC_DATA_TYPE</a>(DATA_TYPE, VEC_SIZE)</div><div class="line"><a name="l00107"></a><span class="lineno">  107</span>&#160;    normalized = <a class="code" href="normalization__layer_8cl.xhtml#a09724da1a9e5ba54260905829ec27db4">POW_OP</a>(acc, beta_v);</div><div class="line"><a name="l00108"></a><span class="lineno">  108</span>&#160;    const <a class="code" href="fixed__point_8h.xhtml#a36f754c05b6fddf6df0d8d0a74f8159f">VEC_DATA_TYPE</a>(DATA_TYPE, VEC_SIZE)</div><div class="line"><a name="l00109"></a><span class="lineno">  109</span>&#160;    normalized_pixel = <a class="code" href="normalization__layer_8cl.xhtml#a5db17889d824975fefb2ce2f4690637f">DIV_OP</a>(LOAD_OP(0, (__global DATA_TYPE *)in.ptr), normalized);</div><div class="line"><a name="l00110"></a><span class="lineno">  110</span>&#160;</div><div class="line"><a name="l00111"></a><span class="lineno">  111</span>&#160;    <a class="code" href="normalization__layer_8cl.xhtml#ac59caf44b60378c02032aab994ad5ac1">STORE_OP</a>(normalized_pixel, 0, (__global DATA_TYPE *)out.ptr);</div><div class="line"><a name="l00112"></a><span class="lineno">  112</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1fixed__point__arithmetic_1_1detail_xhtml_aabcf39e3917f842dbc5fbb0d802f24d5"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1fixed__point__arithmetic_1_1detail.xhtml#aabcf39e3917f842dbc5fbb0d802f24d5">arm_compute::test::fixed_point_arithmetic::detail::min</a></div><div class="ttdeci">fixed_point&lt; T &gt; min(fixed_point&lt; T &gt; x, fixed_point&lt; T &gt; y)</div><div class="ttdef"><b>Definition:</b> <a href="tests_2validation_2_fixed_point_8h_source.xhtml#l00884">FixedPoint.h:884</a></div></div>
 507 <div class="ttc" id="helpers_8h_xhtml_a31c8c760f08fb1a331b16b7c204321dc"><div class="ttname"><a href="helpers_8h.xhtml#a31c8c760f08fb1a331b16b7c204321dc">CONVERT_TO_TENSOR3D_STRUCT</a></div><div class="ttdeci">#define CONVERT_TO_TENSOR3D_STRUCT(name)</div><div class="ttdef"><b>Definition:</b> <a href="helpers_8h_source.xhtml#l00117">helpers.h:117</a></div></div>
 508 <div class="ttc" id="normalization__layer_8cl_xhtml_ac0bf948069436897cf005ea45ac73a4f"><div class="ttname"><a href="normalization__layer_8cl.xhtml#ac0bf948069436897cf005ea45ac73a4f">MUL_OP</a></div><div class="ttdeci">#define MUL_OP(x, y)</div><div class="ttdef"><b>Definition:</b> <a href="normalization__layer_8cl_source.xhtml#l00042">normalization_layer.cl:42</a></div></div>
 509 <div class="ttc" id="normalization__layer_8cl_xhtml_a10a9bf1a9fce27664d5f91844ff3f691"><div class="ttname"><a href="normalization__layer_8cl.xhtml#a10a9bf1a9fce27664d5f91844ff3f691">LOAD_OP</a></div><div class="ttdeci">#define LOAD_OP(offset, ptr)</div><div class="ttdef"><b>Definition:</b> <a href="normalization__layer_8cl_source.xhtml#l00048">normalization_layer.cl:48</a></div></div>
 510 <div class="ttc" id="convolution3x3_8cl_xhtml_afb8c72ce35c4a1f4a2588d6573e54aa1"><div class="ttname"><a href="convolution3x3_8cl.xhtml#afb8c72ce35c4a1f4a2588d6573e54aa1">DATA_TYPE</a></div><div class="ttdeci">#define DATA_TYPE</div><div class="ttdef"><b>Definition:</b> <a href="convolution3x3_8cl_source.xhtml#l00027">convolution3x3.cl:27</a></div></div>
 511 <div class="ttc" id="normalization__layer_8cl_xhtml_a107d847044e677b01e9bd3d5251b39d9"><div class="ttname"><a href="normalization__layer_8cl.xhtml#a107d847044e677b01e9bd3d5251b39d9">SQCVT_SAT</a></div><div class="ttdeci">#define SQCVT_SAT(a)</div><div class="ttdef"><b>Definition:</b> <a href="normalization__layer_8cl_source.xhtml#l00046">normalization_layer.cl:46</a></div></div>
 512 <div class="ttc" id="struct_tensor3_d_xhtml"><div class="ttname"><a href="struct_tensor3_d.xhtml">Tensor3D</a></div><div class="ttdoc">Structure to hold 3D tensor information. </div><div class="ttdef"><b>Definition:</b> <a href="helpers_8h_source.xhtml#l00149">helpers.h:149</a></div></div>
 513 <div class="ttc" id="normalization__layer_8cl_xhtml_ac59caf44b60378c02032aab994ad5ac1"><div class="ttname"><a href="normalization__layer_8cl.xhtml#ac59caf44b60378c02032aab994ad5ac1">STORE_OP</a></div><div class="ttdeci">#define STORE_OP(data, offset, ptr)</div><div class="ttdef"><b>Definition:</b> <a href="normalization__layer_8cl_source.xhtml#l00049">normalization_layer.cl:49</a></div></div>
 514 <div class="ttc" id="helpers_8h_xhtml_a2101b2fe0193ce227ae4e0945e321d85"><div class="ttname"><a href="helpers_8h.xhtml#a2101b2fe0193ce227ae4e0945e321d85">tensor3D_offset</a></div><div class="ttdeci">__global const uchar * tensor3D_offset(const Tensor3D *tensor, int x, int y, int z)</div><div class="ttdoc">Get the pointer position of a Tensor3D. </div><div class="ttdef"><b>Definition:</b> <a href="helpers_8h_source.xhtml#l00313">helpers.h:313</a></div></div>
 515 <div class="ttc" id="fixed__point_8h_xhtml_a36f754c05b6fddf6df0d8d0a74f8159f"><div class="ttname"><a href="fixed__point_8h.xhtml#a36f754c05b6fddf6df0d8d0a74f8159f">VEC_DATA_TYPE</a></div><div class="ttdeci">#define VEC_DATA_TYPE(type, size)</div><div class="ttdef"><b>Definition:</b> <a href="fixed__point_8h_source.xhtml#l00093">fixed_point.h:93</a></div></div>
 516 <div class="ttc" id="normalization__layer_8cl_xhtml_a334426d638df3b4108c366e240cf5504"><div class="ttname"><a href="normalization__layer_8cl.xhtml#a334426d638df3b4108c366e240cf5504">ADD_OP</a></div><div class="ttdeci">#define ADD_OP(x, y)</div><div class="ttdef"><b>Definition:</b> <a href="normalization__layer_8cl_source.xhtml#l00043">normalization_layer.cl:43</a></div></div>
 517 <div class="ttc" id="namespacearm__compute_1_1test_1_1fixed__point__arithmetic_1_1detail_xhtml_ad91bb73431b4de1f4946ed949d444849"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1fixed__point__arithmetic_1_1detail.xhtml#ad91bb73431b4de1f4946ed949d444849">arm_compute::test::fixed_point_arithmetic::detail::max</a></div><div class="ttdeci">fixed_point&lt; T &gt; max(fixed_point&lt; T &gt; x, fixed_point&lt; T &gt; y)</div><div class="ttdef"><b>Definition:</b> <a href="tests_2validation_2_fixed_point_8h_source.xhtml#l00889">FixedPoint.h:889</a></div></div>
 518 <div class="ttc" id="normalization__layer_8cl_xhtml_a5db17889d824975fefb2ce2f4690637f"><div class="ttname"><a href="normalization__layer_8cl.xhtml#a5db17889d824975fefb2ce2f4690637f">DIV_OP</a></div><div class="ttdeci">#define DIV_OP(x, y)</div><div class="ttdef"><b>Definition:</b> <a href="normalization__layer_8cl_source.xhtml#l00044">normalization_layer.cl:44</a></div></div>
 519 <div class="ttc" id="normalization__layer_8cl_xhtml_a09724da1a9e5ba54260905829ec27db4"><div class="ttname"><a href="normalization__layer_8cl.xhtml#a09724da1a9e5ba54260905829ec27db4">POW_OP</a></div><div class="ttdeci">#define POW_OP(x, y)</div><div class="ttdef"><b>Definition:</b> <a href="normalization__layer_8cl_source.xhtml#l00045">normalization_layer.cl:45</a></div></div>
 520 </div><!-- fragment -->
 521 </div>
 522 </div>
 523 <a class="anchor" id="a98051a32b8ae24598346306c1b131b2c"></a>
 524 <div class="memitem">
 525 <div class="memproto">
 526       <table class="memname">
 527         <tr>
 528           <td class="memname">__kernel void normalization_layer_in_map </td>
 529           <td>(</td>
 530           <td class="paramtype">__global uchar *&#160;</td>
 531           <td class="paramname"><em>input_ptr</em>, </td>
 532         </tr>
 533         <tr>
 534           <td class="paramkey"></td>
 535           <td></td>
 536           <td class="paramtype">uint&#160;</td>
 537           <td class="paramname"><em>input_stride_x</em>, </td>
 538         </tr>
 539         <tr>
 540           <td class="paramkey"></td>
 541           <td></td>
 542           <td class="paramtype">uint&#160;</td>
 543           <td class="paramname"><em>input_step_x</em>, </td>
 544         </tr>
 545         <tr>
 546           <td class="paramkey"></td>
 547           <td></td>
 548           <td class="paramtype">uint&#160;</td>
 549           <td class="paramname"><em>input_stride_y</em>, </td>
 550         </tr>
 551         <tr>
 552           <td class="paramkey"></td>
 553           <td></td>
 554           <td class="paramtype">uint&#160;</td>
 555           <td class="paramname"><em>input_step_y</em>, </td>
 556         </tr>
 557         <tr>
 558           <td class="paramkey"></td>
 559           <td></td>
 560           <td class="paramtype">uint&#160;</td>
 561           <td class="paramname"><em>input_stride_z</em>, </td>
 562         </tr>
 563         <tr>
 564           <td class="paramkey"></td>
 565           <td></td>
 566           <td class="paramtype">uint&#160;</td>
 567           <td class="paramname"><em>input_step_z</em>, </td>
 568         </tr>
 569         <tr>
 570           <td class="paramkey"></td>
 571           <td></td>
 572           <td class="paramtype">uint&#160;</td>
 573           <td class="paramname"><em>input_offset_first_element_in_bytes</em>, </td>
 574         </tr>
 575         <tr>
 576           <td class="paramkey"></td>
 577           <td></td>
 578           <td class="paramtype">__global uchar *&#160;</td>
 579           <td class="paramname"><em>output_ptr</em>, </td>
 580         </tr>
 581         <tr>
 582           <td class="paramkey"></td>
 583           <td></td>
 584           <td class="paramtype">uint&#160;</td>
 585           <td class="paramname"><em>output_stride_x</em>, </td>
 586         </tr>
 587         <tr>
 588           <td class="paramkey"></td>
 589           <td></td>
 590           <td class="paramtype">uint&#160;</td>
 591           <td class="paramname"><em>output_step_x</em>, </td>
 592         </tr>
 593         <tr>
 594           <td class="paramkey"></td>
 595           <td></td>
 596           <td class="paramtype">uint&#160;</td>
 597           <td class="paramname"><em>output_stride_y</em>, </td>
 598         </tr>
 599         <tr>
 600           <td class="paramkey"></td>
 601           <td></td>
 602           <td class="paramtype">uint&#160;</td>
 603           <td class="paramname"><em>output_step_y</em>, </td>
 604         </tr>
 605         <tr>
 606           <td class="paramkey"></td>
 607           <td></td>
 608           <td class="paramtype">uint&#160;</td>
 609           <td class="paramname"><em>output_stride_z</em>, </td>
 610         </tr>
 611         <tr>
 612           <td class="paramkey"></td>
 613           <td></td>
 614           <td class="paramtype">uint&#160;</td>
 615           <td class="paramname"><em>output_step_z</em>, </td>
 616         </tr>
 617         <tr>
 618           <td class="paramkey"></td>
 619           <td></td>
 620           <td class="paramtype">uint&#160;</td>
 621           <td class="paramname"><em>output_offset_first_element_in_bytes</em>&#160;</td>
 622         </tr>
 623         <tr>
 624           <td></td>
 625           <td>)</td>
 626           <td></td><td></td>
 627         </tr>
 628       </table>
 629 </div><div class="memdoc">
 630
 631 <p>Apply in-map normalization. </p>
 632 <dl class="section note"><dt>Note</dt><dd>Datatype should be given as a preprocessor argument using -DDATA_TYPE=type. e.g. -DDATA_TYPE=short </dd>
 633 <dd>
 634 <a class="el" href="struct_vector.xhtml" title="Structure to hold Vector information. ">Vector</a> size should be given as a preprocessor argument using -DVEC_SIZE=size, e.g. -DVEC_SIZE=16 </dd>
 635 <dd>
 636 The radius should be given as a preprocessor argument using -DRADIUS=size. e.g. -DRADIUS=5 </dd>
 637 <dd>
 638 In case of fixed-point operation -DFIXED_POINT_POSITION=fixed_point_position must be provided: e.g. -DFIXED_POINT_POSITION=3 </dd>
 639 <dd>
 640 Scaling coefficient (= alpha/norm_size), beta and kappa need to be passed at compile time using -DCOEFF, -DALPHA and -DKAPPA</dd></dl>
 641 <dl class="params"><dt>Parameters</dt><dd>
 642   <table class="params">
 643     <tr><td class="paramdir">[in]</td><td class="paramname">input_ptr</td><td>Pointer to the first source tensor. Supported data types: QS8/F16/F32 </td></tr>
 644     <tr><td class="paramdir">[in]</td><td class="paramname">input_stride_x</td><td>Stride of the first source tensor in X dimension (in bytes) </td></tr>
 645     <tr><td class="paramdir">[in]</td><td class="paramname">input_step_x</td><td>input_stride_x * number of elements along X processed per workitem(in bytes) </td></tr>
 646     <tr><td class="paramdir">[in]</td><td class="paramname">input_stride_y</td><td>Stride of the first source tensor in Y dimension (in bytes) </td></tr>
 647     <tr><td class="paramdir">[in]</td><td class="paramname">input_step_y</td><td>input_stride_y * number of elements along Y processed per workitem(in bytes) </td></tr>
 648     <tr><td class="paramdir">[in]</td><td class="paramname">input_stride_z</td><td>Stride of the first source tensor in Z dimension (in bytes) </td></tr>
 649     <tr><td class="paramdir">[in]</td><td class="paramname">input_step_z</td><td>input_stride_z * number of elements along Z processed per workitem(in bytes) </td></tr>
 650     <tr><td class="paramdir">[in]</td><td class="paramname">input_offset_first_element_in_bytes</td><td>The offset of the first element in the first source tensor </td></tr>
 651     <tr><td class="paramdir">[out]</td><td class="paramname">output_ptr</td><td>Pointer to the destination tensor. Supported data types: same as <code>input_ptr</code> </td></tr>
 652     <tr><td class="paramdir">[in]</td><td class="paramname">output_stride_x</td><td>Stride of the destination tensor in X dimension (in bytes) </td></tr>
 653     <tr><td class="paramdir">[in]</td><td class="paramname">output_step_x</td><td>output_stride_x * number of elements along X processed per workitem(in bytes) </td></tr>
 654     <tr><td class="paramdir">[in]</td><td class="paramname">output_stride_y</td><td>Stride of the first destination tensor in Y dimension (in bytes) </td></tr>
 655     <tr><td class="paramdir">[in]</td><td class="paramname">output_step_y</td><td>output_stride_y * number of elements along Y processed per workitem(in bytes) </td></tr>
 656     <tr><td class="paramdir">[in]</td><td class="paramname">output_stride_z</td><td>Stride of the first source tensor in Z dimension (in bytes) </td></tr>
 657     <tr><td class="paramdir">[in]</td><td class="paramname">output_step_z</td><td>output_stride_z * number of elements along Z processed per workitem(in bytes) </td></tr>
 658     <tr><td class="paramdir">[in]</td><td class="paramname">output_offset_first_element_in_bytes</td><td>The offset of the first element in the destination tensor </td></tr>
 659   </table>
 660   </dd>
 661 </dl>
 662
 663 <p>Definition at line <a class="el" href="normalization__layer_8cl_source.xhtml#l00139">139</a> of file <a class="el" href="normalization__layer_8cl_source.xhtml">normalization_layer.cl</a>.</p>
 664
 665 <p>References <a class="el" href="normalization__layer_8cl_source.xhtml#l00043">ADD_OP</a>, <a class="el" href="helpers_8h_source.xhtml#l00117">CONVERT_TO_TENSOR3D_STRUCT</a>, <a class="el" href="convolution3x3_8cl_source.xhtml#l00027">DATA_TYPE</a>, <a class="el" href="normalization__layer_8cl_source.xhtml#l00044">DIV_OP</a>, <a class="el" href="normalization__layer_8cl_source.xhtml#l00048">LOAD_OP</a>, <a class="el" href="tests_2validation_2_fixed_point_8h_source.xhtml#l00889">arm_compute::test::fixed_point_arithmetic::detail::max()</a>, <a class="el" href="tests_2validation_2_fixed_point_8h_source.xhtml#l00884">arm_compute::test::fixed_point_arithmetic::detail::min()</a>, <a class="el" href="normalization__layer_8cl_source.xhtml#l00042">MUL_OP</a>, <a class="el" href="normalization__layer_8cl_source.xhtml#l00045">POW_OP</a>, <a class="el" href="helpers_8h_source.xhtml#l00151">Tensor3D::ptr</a>, <a class="el" href="normalization__layer_8cl_source.xhtml#l00046">SQCVT_SAT</a>, <a class="el" href="normalization__layer_8cl_source.xhtml#l00049">STORE_OP</a>, <a class="el" href="helpers_8h_source.xhtml#l00313">tensor3D_offset()</a>, and <a class="el" href="fixed__point_8h_source.xhtml#l00093">VEC_DATA_TYPE</a>.</p>
 666 <div class="fragment"><div class="line"><a name="l00141"></a><span class="lineno">  141</span>&#160;{</div><div class="line"><a name="l00142"></a><span class="lineno">  142</span>&#160;    <a class="code" href="struct_tensor3_d.xhtml">Tensor3D</a> in  = <a class="code" href="helpers_8h.xhtml#a31c8c760f08fb1a331b16b7c204321dc">CONVERT_TO_TENSOR3D_STRUCT</a>(input);</div><div class="line"><a name="l00143"></a><span class="lineno">  143</span>&#160;    <a class="code" href="struct_tensor3_d.xhtml">Tensor3D</a> out = <a class="code" href="helpers_8h.xhtml#a31c8c760f08fb1a331b16b7c204321dc">CONVERT_TO_TENSOR3D_STRUCT</a>(output);</div><div class="line"><a name="l00144"></a><span class="lineno">  144</span>&#160;</div><div class="line"><a name="l00145"></a><span class="lineno">  145</span>&#160;    <a class="code" href="fixed__point_8h.xhtml#a36f754c05b6fddf6df0d8d0a74f8159f">VEC_DATA_TYPE</a>(<a class="code" href="convolution3x3_8cl.xhtml#afb8c72ce35c4a1f4a2588d6573e54aa1">DATA_TYPE</a>, VEC_SIZE)</div><div class="line"><a name="l00146"></a><span class="lineno">  146</span>&#160;    acc = (<a class="code" href="fixed__point_8h.xhtml#a36f754c05b6fddf6df0d8d0a74f8159f">VEC_DATA_TYPE</a>(<a class="code" href="convolution3x3_8cl.xhtml#afb8c72ce35c4a1f4a2588d6573e54aa1">DATA_TYPE</a>, VEC_SIZE))0;</div><div class="line"><a name="l00147"></a><span class="lineno">  147</span>&#160;    const <a class="code" href="fixed__point_8h.xhtml#a36f754c05b6fddf6df0d8d0a74f8159f">VEC_DATA_TYPE</a>(DATA_TYPE, VEC_SIZE)</div><div class="line"><a name="l00148"></a><span class="lineno">  148</span>&#160;    coeff_v = (<a class="code" href="fixed__point_8h.xhtml#a36f754c05b6fddf6df0d8d0a74f8159f">VEC_DATA_TYPE</a>(DATA_TYPE, VEC_SIZE))<a class="code" href="normalization__layer_8cl.xhtml#a107d847044e677b01e9bd3d5251b39d9">SQCVT_SAT</a>(COEFF);</div><div class="line"><a name="l00149"></a><span class="lineno">  149</span>&#160;    const <a class="code" href="fixed__point_8h.xhtml#a36f754c05b6fddf6df0d8d0a74f8159f">VEC_DATA_TYPE</a>(DATA_TYPE, VEC_SIZE)</div><div class="line"><a name="l00150"></a><span class="lineno">  150</span>&#160;    beta_v = (<a class="code" href="fixed__point_8h.xhtml#a36f754c05b6fddf6df0d8d0a74f8159f">VEC_DATA_TYPE</a>(DATA_TYPE, VEC_SIZE))<a class="code" href="normalization__layer_8cl.xhtml#a107d847044e677b01e9bd3d5251b39d9">SQCVT_SAT</a>(BETA);</div><div class="line"><a name="l00151"></a><span class="lineno">  151</span>&#160;    const <a class="code" href="fixed__point_8h.xhtml#a36f754c05b6fddf6df0d8d0a74f8159f">VEC_DATA_TYPE</a>(DATA_TYPE, VEC_SIZE)</div><div class="line"><a name="l00152"></a><span class="lineno">  152</span>&#160;    kappa_v = (<a class="code" href="fixed__point_8h.xhtml#a36f754c05b6fddf6df0d8d0a74f8159f">VEC_DATA_TYPE</a>(DATA_TYPE, VEC_SIZE))<a class="code" href="normalization__layer_8cl.xhtml#a107d847044e677b01e9bd3d5251b39d9">SQCVT_SAT</a>(KAPPA);</div><div class="line"><a name="l00153"></a><span class="lineno">  153</span>&#160;</div><div class="line"><a name="l00154"></a><span class="lineno">  154</span>&#160;    const <span class="keywordtype">int</span> current_col = get_global_id(0) &lt;&lt; 2;</div><div class="line"><a name="l00155"></a><span class="lineno">  155</span>&#160;    const <span class="keywordtype">int</span> left_pos    = <a class="code" href="namespacearm__compute_1_1test_1_1fixed__point__arithmetic_1_1detail.xhtml#ad91bb73431b4de1f4946ed949d444849">max</a>(-(<span class="keywordtype">int</span>)RADIUS, -3 - current_col);</div><div class="line"><a name="l00156"></a><span class="lineno">  156</span>&#160;    const <span class="keywordtype">int</span> right_pos   = <a class="code" href="namespacearm__compute_1_1test_1_1fixed__point__arithmetic_1_1detail.xhtml#aabcf39e3917f842dbc5fbb0d802f24d5">min</a>((<span class="keywordtype">int</span>)RADIUS, (<span class="keywordtype">int</span>)((get_global_size(0) &lt;&lt; 2) + 3 - 1 - current_col));</div><div class="line"><a name="l00157"></a><span class="lineno">  157</span>&#160;</div><div class="line"><a name="l00158"></a><span class="lineno">  158</span>&#160;<span class="preprocessor">#if defined(IN_MAP_2D)</span></div><div class="line"><a name="l00159"></a><span class="lineno">  159</span>&#160;    <span class="keyword">const</span> <span class="keywordtype">int</span> current_row = get_global_id(1);</div><div class="line"><a name="l00160"></a><span class="lineno">  160</span>&#160;    <span class="keyword">const</span> <span class="keywordtype">int</span> first_row   = <a class="code" href="namespacearm__compute_1_1test_1_1fixed__point__arithmetic_1_1detail.xhtml#ad91bb73431b4de1f4946ed949d444849">max</a>(-(<span class="keywordtype">int</span>)RADIUS, -current_row);</div><div class="line"><a name="l00161"></a><span class="lineno">  161</span>&#160;    <span class="keyword">const</span> <span class="keywordtype">int</span> last_row    = <a class="code" href="namespacearm__compute_1_1test_1_1fixed__point__arithmetic_1_1detail.xhtml#aabcf39e3917f842dbc5fbb0d802f24d5">min</a>((<span class="keywordtype">int</span>)RADIUS, (<span class="keywordtype">int</span>)get_global_size(1) - 1 - current_row);</div><div class="line"><a name="l00162"></a><span class="lineno">  162</span>&#160;<span class="preprocessor">#endif </span><span class="comment">/* defined(IN_MAP_2D) */</span><span class="preprocessor"></span></div><div class="line"><a name="l00163"></a><span class="lineno">  163</span>&#160;</div><div class="line"><a name="l00164"></a><span class="lineno">  164</span>&#160;<span class="preprocessor">#if defined(IN_MAP_2D)</span></div><div class="line"><a name="l00165"></a><span class="lineno">  165</span>&#160;    <span class="keywordflow">for</span>(<span class="keywordtype">int</span> j = first_row; j &lt;= last_row; ++j)</div><div class="line"><a name="l00166"></a><span class="lineno">  166</span>&#160;    {</div><div class="line"><a name="l00167"></a><span class="lineno">  167</span>&#160;<span class="preprocessor">#endif </span><span class="comment">/* defined(IN_MAP_2D) */</span><span class="preprocessor"></span></div><div class="line"><a name="l00168"></a><span class="lineno">  168</span>&#160;        <span class="keywordflow">for</span>(<span class="keywordtype">int</span> i = left_pos; i &lt;= right_pos; ++i)</div><div class="line"><a name="l00169"></a><span class="lineno">  169</span>&#160;        {</div><div class="line"><a name="l00170"></a><span class="lineno">  170</span>&#160;<span class="preprocessor">#if defined(IN_MAP_2D)</span></div><div class="line"><a name="l00171"></a><span class="lineno">  171</span>&#160;            <a class="code" href="fixed__point_8h.xhtml#a36f754c05b6fddf6df0d8d0a74f8159f">VEC_DATA_TYPE</a>(DATA_TYPE, VEC_SIZE)</div><div class="line"><a name="l00172"></a><span class="lineno">  172</span>&#160;            values = <a class="code" href="normalization__layer_8cl.xhtml#a10a9bf1a9fce27664d5f91844ff3f691">LOAD_OP</a>(0, (__global DATA_TYPE *)<a class="code" href="helpers_8h.xhtml#a2101b2fe0193ce227ae4e0945e321d85">tensor3D_offset</a>(&amp;in, i, j, 0));</div><div class="line"><a name="l00173"></a><span class="lineno">  173</span>&#160;<span class="preprocessor">#else  </span><span class="comment">/* defined(IN_MAP_2D) */</span><span class="preprocessor"></span></div><div class="line"><a name="l00174"></a><span class="lineno">  174</span>&#160;            <a class="code" href="fixed__point_8h.xhtml#a36f754c05b6fddf6df0d8d0a74f8159f">VEC_DATA_TYPE</a>(DATA_TYPE, VEC_SIZE)</div><div class="line"><a name="l00175"></a><span class="lineno">  175</span>&#160;            values = LOAD_OP(0, (__global DATA_TYPE *)<a class="code" href="helpers_8h.xhtml#a2101b2fe0193ce227ae4e0945e321d85">tensor3D_offset</a>(&amp;in, i, 0, 0));</div><div class="line"><a name="l00176"></a><span class="lineno">  176</span>&#160;<span class="preprocessor">#endif </span><span class="comment">/* defined(IN_MAP_2D) */</span><span class="preprocessor"></span></div><div class="line"><a name="l00177"></a><span class="lineno">  177</span>&#160;            acc = <a class="code" href="normalization__layer_8cl.xhtml#a334426d638df3b4108c366e240cf5504">ADD_OP</a>(acc, <a class="code" href="normalization__layer_8cl.xhtml#ac0bf948069436897cf005ea45ac73a4f">MUL_OP</a>(values, values));</div><div class="line"><a name="l00178"></a><span class="lineno">  178</span>&#160;        }</div><div class="line"><a name="l00179"></a><span class="lineno">  179</span>&#160;<span class="preprocessor">#if defined(IN_MAP_2D)</span></div><div class="line"><a name="l00180"></a><span class="lineno">  180</span>&#160;    }</div><div class="line"><a name="l00181"></a><span class="lineno">  181</span>&#160;<span class="preprocessor">#endif </span><span class="comment">/* defined(IN_MAP_2D) */</span><span class="preprocessor"></span></div><div class="line"><a name="l00182"></a><span class="lineno">  182</span>&#160;</div><div class="line"><a name="l00183"></a><span class="lineno">  183</span>&#160;    acc = <a class="code" href="normalization__layer_8cl.xhtml#a334426d638df3b4108c366e240cf5504">ADD_OP</a>(<a class="code" href="normalization__layer_8cl.xhtml#ac0bf948069436897cf005ea45ac73a4f">MUL_OP</a>(acc, coeff_v), kappa_v);</div><div class="line"><a name="l00184"></a><span class="lineno">  184</span>&#160;    <span class="keyword">const</span> <a class="code" href="fixed__point_8h.xhtml#a36f754c05b6fddf6df0d8d0a74f8159f">VEC_DATA_TYPE</a>(DATA_TYPE, VEC_SIZE)</div><div class="line"><a name="l00185"></a><span class="lineno">  185</span>&#160;    normalized = <a class="code" href="normalization__layer_8cl.xhtml#a09724da1a9e5ba54260905829ec27db4">POW_OP</a>(acc, beta_v);</div><div class="line"><a name="l00186"></a><span class="lineno">  186</span>&#160;    const <a class="code" href="fixed__point_8h.xhtml#a36f754c05b6fddf6df0d8d0a74f8159f">VEC_DATA_TYPE</a>(DATA_TYPE, VEC_SIZE)</div><div class="line"><a name="l00187"></a><span class="lineno">  187</span>&#160;    normalized_pixel = <a class="code" href="normalization__layer_8cl.xhtml#a5db17889d824975fefb2ce2f4690637f">DIV_OP</a>(LOAD_OP(0, (__global DATA_TYPE *)in.ptr), normalized);</div><div class="line"><a name="l00188"></a><span class="lineno">  188</span>&#160;</div><div class="line"><a name="l00189"></a><span class="lineno">  189</span>&#160;    <a class="code" href="normalization__layer_8cl.xhtml#ac59caf44b60378c02032aab994ad5ac1">STORE_OP</a>(normalized_pixel, 0, (__global DATA_TYPE *)out.ptr);</div><div class="line"><a name="l00190"></a><span class="lineno">  190</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1fixed__point__arithmetic_1_1detail_xhtml_aabcf39e3917f842dbc5fbb0d802f24d5"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1fixed__point__arithmetic_1_1detail.xhtml#aabcf39e3917f842dbc5fbb0d802f24d5">arm_compute::test::fixed_point_arithmetic::detail::min</a></div><div class="ttdeci">fixed_point&lt; T &gt; min(fixed_point&lt; T &gt; x, fixed_point&lt; T &gt; y)</div><div class="ttdef"><b>Definition:</b> <a href="tests_2validation_2_fixed_point_8h_source.xhtml#l00884">FixedPoint.h:884</a></div></div>
 667 <div class="ttc" id="helpers_8h_xhtml_a31c8c760f08fb1a331b16b7c204321dc"><div class="ttname"><a href="helpers_8h.xhtml#a31c8c760f08fb1a331b16b7c204321dc">CONVERT_TO_TENSOR3D_STRUCT</a></div><div class="ttdeci">#define CONVERT_TO_TENSOR3D_STRUCT(name)</div><div class="ttdef"><b>Definition:</b> <a href="helpers_8h_source.xhtml#l00117">helpers.h:117</a></div></div>
 668 <div class="ttc" id="normalization__layer_8cl_xhtml_ac0bf948069436897cf005ea45ac73a4f"><div class="ttname"><a href="normalization__layer_8cl.xhtml#ac0bf948069436897cf005ea45ac73a4f">MUL_OP</a></div><div class="ttdeci">#define MUL_OP(x, y)</div><div class="ttdef"><b>Definition:</b> <a href="normalization__layer_8cl_source.xhtml#l00042">normalization_layer.cl:42</a></div></div>
 669 <div class="ttc" id="normalization__layer_8cl_xhtml_a10a9bf1a9fce27664d5f91844ff3f691"><div class="ttname"><a href="normalization__layer_8cl.xhtml#a10a9bf1a9fce27664d5f91844ff3f691">LOAD_OP</a></div><div class="ttdeci">#define LOAD_OP(offset, ptr)</div><div class="ttdef"><b>Definition:</b> <a href="normalization__layer_8cl_source.xhtml#l00048">normalization_layer.cl:48</a></div></div>
 670 <div class="ttc" id="convolution3x3_8cl_xhtml_afb8c72ce35c4a1f4a2588d6573e54aa1"><div class="ttname"><a href="convolution3x3_8cl.xhtml#afb8c72ce35c4a1f4a2588d6573e54aa1">DATA_TYPE</a></div><div class="ttdeci">#define DATA_TYPE</div><div class="ttdef"><b>Definition:</b> <a href="convolution3x3_8cl_source.xhtml#l00027">convolution3x3.cl:27</a></div></div>
 671 <div class="ttc" id="normalization__layer_8cl_xhtml_a107d847044e677b01e9bd3d5251b39d9"><div class="ttname"><a href="normalization__layer_8cl.xhtml#a107d847044e677b01e9bd3d5251b39d9">SQCVT_SAT</a></div><div class="ttdeci">#define SQCVT_SAT(a)</div><div class="ttdef"><b>Definition:</b> <a href="normalization__layer_8cl_source.xhtml#l00046">normalization_layer.cl:46</a></div></div>
 672 <div class="ttc" id="struct_tensor3_d_xhtml"><div class="ttname"><a href="struct_tensor3_d.xhtml">Tensor3D</a></div><div class="ttdoc">Structure to hold 3D tensor information. </div><div class="ttdef"><b>Definition:</b> <a href="helpers_8h_source.xhtml#l00149">helpers.h:149</a></div></div>
 673 <div class="ttc" id="normalization__layer_8cl_xhtml_ac59caf44b60378c02032aab994ad5ac1"><div class="ttname"><a href="normalization__layer_8cl.xhtml#ac59caf44b60378c02032aab994ad5ac1">STORE_OP</a></div><div class="ttdeci">#define STORE_OP(data, offset, ptr)</div><div class="ttdef"><b>Definition:</b> <a href="normalization__layer_8cl_source.xhtml#l00049">normalization_layer.cl:49</a></div></div>
 674 <div class="ttc" id="helpers_8h_xhtml_a2101b2fe0193ce227ae4e0945e321d85"><div class="ttname"><a href="helpers_8h.xhtml#a2101b2fe0193ce227ae4e0945e321d85">tensor3D_offset</a></div><div class="ttdeci">__global const uchar * tensor3D_offset(const Tensor3D *tensor, int x, int y, int z)</div><div class="ttdoc">Get the pointer position of a Tensor3D. </div><div class="ttdef"><b>Definition:</b> <a href="helpers_8h_source.xhtml#l00313">helpers.h:313</a></div></div>
 675 <div class="ttc" id="fixed__point_8h_xhtml_a36f754c05b6fddf6df0d8d0a74f8159f"><div class="ttname"><a href="fixed__point_8h.xhtml#a36f754c05b6fddf6df0d8d0a74f8159f">VEC_DATA_TYPE</a></div><div class="ttdeci">#define VEC_DATA_TYPE(type, size)</div><div class="ttdef"><b>Definition:</b> <a href="fixed__point_8h_source.xhtml#l00093">fixed_point.h:93</a></div></div>
 676 <div class="ttc" id="normalization__layer_8cl_xhtml_a334426d638df3b4108c366e240cf5504"><div class="ttname"><a href="normalization__layer_8cl.xhtml#a334426d638df3b4108c366e240cf5504">ADD_OP</a></div><div class="ttdeci">#define ADD_OP(x, y)</div><div class="ttdef"><b>Definition:</b> <a href="normalization__layer_8cl_source.xhtml#l00043">normalization_layer.cl:43</a></div></div>
 677 <div class="ttc" id="namespacearm__compute_1_1test_1_1fixed__point__arithmetic_1_1detail_xhtml_ad91bb73431b4de1f4946ed949d444849"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1fixed__point__arithmetic_1_1detail.xhtml#ad91bb73431b4de1f4946ed949d444849">arm_compute::test::fixed_point_arithmetic::detail::max</a></div><div class="ttdeci">fixed_point&lt; T &gt; max(fixed_point&lt; T &gt; x, fixed_point&lt; T &gt; y)</div><div class="ttdef"><b>Definition:</b> <a href="tests_2validation_2_fixed_point_8h_source.xhtml#l00889">FixedPoint.h:889</a></div></div>
 678 <div class="ttc" id="normalization__layer_8cl_xhtml_a5db17889d824975fefb2ce2f4690637f"><div class="ttname"><a href="normalization__layer_8cl.xhtml#a5db17889d824975fefb2ce2f4690637f">DIV_OP</a></div><div class="ttdeci">#define DIV_OP(x, y)</div><div class="ttdef"><b>Definition:</b> <a href="normalization__layer_8cl_source.xhtml#l00044">normalization_layer.cl:44</a></div></div>
 679 <div class="ttc" id="normalization__layer_8cl_xhtml_a09724da1a9e5ba54260905829ec27db4"><div class="ttname"><a href="normalization__layer_8cl.xhtml#a09724da1a9e5ba54260905829ec27db4">POW_OP</a></div><div class="ttdeci">#define POW_OP(x, y)</div><div class="ttdef"><b>Definition:</b> <a href="normalization__layer_8cl_source.xhtml#l00045">normalization_layer.cl:45</a></div></div>
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