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gerrit-public.fairphone.software / platform / external / ComputeLibrary / 8938bd3f40ea62ff56d6ed4e2db0a8aee34dd64a / . / documentation / activation__layer_8cl.xhtml
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Anthony Barbierdbdab852017-06-23 15:42:00 +0100[diff] [blame]9<title>Compute Library: src/core/CL/cl_kernels/activation_layer.cl File Reference</title>
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Anthony Barbierdbdab852017-06-23 15:42:00 +0100[diff] [blame]40 <div id="projectname">Compute Library
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Anthony Barbier871448e2017-03-24 14:54:29 +0000[diff] [blame]42 </div>
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117 <div class="headertitle">
118<div class="title">activation_layer.cl File Reference</div> </div>
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120<div class="contents">
Kaizen8938bd32017-09-28 14:38:23 +0100[diff] [blame^]121<div class="textblock"><code>#include &quot;<a class="el" href="helpers_8h_source.xhtml">helpers.h</a>&quot;</code><br/>
Anthony Barbier871448e2017-03-24 14:54:29 +0000[diff] [blame]122</div>
123<p><a href="activation__layer_8cl_source.xhtml">Go to the source code of this file.</a></p>
124<table class="memberdecls">
Kaizen8938bd32017-09-28 14:38:23 +0100[diff] [blame^]125<tr class="heading"><td colspan="2"><h2 class="groupheader"><a name="define-members"></a>
126Macros</h2></td></tr>
127<tr class="memitem:a5a392548f2df67370cb15d2a5d75cd7b"><td class="memItemLeft" align="right" valign="top">#define&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="activation__layer_8cl.xhtml#a5a392548f2df67370cb15d2a5d75cd7b">TYPE</a>&#160;&#160;&#160;<a class="el" href="helpers_8h.xhtml#a36f754c05b6fddf6df0d8d0a74f8159f">VEC_DATA_TYPE</a>(<a class="el" href="convolution9x9_8cl.xhtml#afb8c72ce35c4a1f4a2588d6573e54aa1">DATA_TYPE</a>, VEC_SIZE)</td></tr>
128<tr class="separator:a5a392548f2df67370cb15d2a5d75cd7b"><td class="memSeparator" colspan="2">&#160;</td></tr>
129<tr class="memitem:a3a04e05afb970ee504363afb46c7fa32"><td class="memItemLeft" align="right" valign="top">#define&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="activation__layer_8cl.xhtml#a3a04e05afb970ee504363afb46c7fa32">CONST_ONE</a>&#160;&#160;&#160;1.f</td></tr>
130<tr class="separator:a3a04e05afb970ee504363afb46c7fa32"><td class="memSeparator" colspan="2">&#160;</td></tr>
131<tr class="memitem:a978f1506e23a332b840745ec64a7e855"><td class="memItemLeft" align="right" valign="top">#define&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="activation__layer_8cl.xhtml#a978f1506e23a332b840745ec64a7e855">ABS_OP</a>(a)&#160;&#160;&#160;fabs((a))</td></tr>
132<tr class="separator:a978f1506e23a332b840745ec64a7e855"><td class="memSeparator" colspan="2">&#160;</td></tr>
133<tr class="memitem:aebbeb1f22eca3a3f4c3e019e8f419f39"><td class="memItemLeft" align="right" valign="top">#define&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="activation__layer_8cl.xhtml#aebbeb1f22eca3a3f4c3e019e8f419f39">ADD_OP</a>(a, b)&#160;&#160;&#160;((a) + (b))</td></tr>
134<tr class="separator:aebbeb1f22eca3a3f4c3e019e8f419f39"><td class="memSeparator" colspan="2">&#160;</td></tr>
135<tr class="memitem:ad778425e4131c4731f17d7e6e3499a07"><td class="memItemLeft" align="right" valign="top">#define&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="activation__layer_8cl.xhtml#ad778425e4131c4731f17d7e6e3499a07">SUB_OP</a>(a, b)&#160;&#160;&#160;((a) - (b))</td></tr>
136<tr class="separator:ad778425e4131c4731f17d7e6e3499a07"><td class="memSeparator" colspan="2">&#160;</td></tr>
137<tr class="memitem:ad3cc858846806e6b1d3694b9d0a2e6da"><td class="memItemLeft" align="right" valign="top">#define&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="activation__layer_8cl.xhtml#ad3cc858846806e6b1d3694b9d0a2e6da">MUL_OP</a>(a, b)&#160;&#160;&#160;((a) * (b))</td></tr>
138<tr class="separator:ad3cc858846806e6b1d3694b9d0a2e6da"><td class="memSeparator" colspan="2">&#160;</td></tr>
139<tr class="memitem:aea31318eaadfd5e99c6a841a63d98246"><td class="memItemLeft" align="right" valign="top">#define&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="activation__layer_8cl.xhtml#aea31318eaadfd5e99c6a841a63d98246">MLA_OP</a>(a, b, c)&#160;&#160;&#160;((b) * (c) + (a))</td></tr>
140<tr class="separator:aea31318eaadfd5e99c6a841a63d98246"><td class="memSeparator" colspan="2">&#160;</td></tr>
141<tr class="memitem:a59d29af688da2590946e966789041856"><td class="memItemLeft" align="right" valign="top">#define&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="activation__layer_8cl.xhtml#a59d29af688da2590946e966789041856">DIV_OP</a>(a, b)&#160;&#160;&#160;((a) / (b))</td></tr>
142<tr class="separator:a59d29af688da2590946e966789041856"><td class="memSeparator" colspan="2">&#160;</td></tr>
143<tr class="memitem:abbb9b09cf7ef5835661605d07f4b7a1d"><td class="memItemLeft" align="right" valign="top">#define&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="activation__layer_8cl.xhtml#abbb9b09cf7ef5835661605d07f4b7a1d">EXP_OP</a>(a)&#160;&#160;&#160;exp((a))</td></tr>
144<tr class="separator:abbb9b09cf7ef5835661605d07f4b7a1d"><td class="memSeparator" colspan="2">&#160;</td></tr>
145<tr class="memitem:a27baf326640fa99f2d9fb6c212e93765"><td class="memItemLeft" align="right" valign="top">#define&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="activation__layer_8cl.xhtml#a27baf326640fa99f2d9fb6c212e93765">LOG_OP</a>(a)&#160;&#160;&#160;log((a))</td></tr>
146<tr class="separator:a27baf326640fa99f2d9fb6c212e93765"><td class="memSeparator" colspan="2">&#160;</td></tr>
147<tr class="memitem:a44f1faa643e617fab359e647d6df8efd"><td class="memItemLeft" align="right" valign="top">#define&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="activation__layer_8cl.xhtml#a44f1faa643e617fab359e647d6df8efd">SQRT_OP</a>(a)&#160;&#160;&#160;sqrt((a))</td></tr>
148<tr class="separator:a44f1faa643e617fab359e647d6df8efd"><td class="memSeparator" colspan="2">&#160;</td></tr>
149<tr class="memitem:ae8e589b942df134846634fc08b969f94"><td class="memItemLeft" align="right" valign="top">#define&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="activation__layer_8cl.xhtml#ae8e589b942df134846634fc08b969f94">TANH_OP</a>(a)&#160;&#160;&#160;tanh((a))</td></tr>
150<tr class="separator:ae8e589b942df134846634fc08b969f94"><td class="memSeparator" colspan="2">&#160;</td></tr>
151<tr class="memitem:ab13ec269b92f52bb2f1f6dcf12956704"><td class="memItemLeft" align="right" valign="top">#define&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="activation__layer_8cl.xhtml#ab13ec269b92f52bb2f1f6dcf12956704">ACTIVATION_OP2</a>(op, x)&#160;&#160;&#160;op##_op(x)</td></tr>
152<tr class="separator:ab13ec269b92f52bb2f1f6dcf12956704"><td class="memSeparator" colspan="2">&#160;</td></tr>
153<tr class="memitem:a5a310089a4e6b6de57a075a9bd4ced82"><td class="memItemLeft" align="right" valign="top">#define&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="activation__layer_8cl.xhtml#a5a310089a4e6b6de57a075a9bd4ced82">ACTIVATION_OP</a>(op, x)&#160;&#160;&#160;<a class="el" href="activation__layer_8cl.xhtml#ab13ec269b92f52bb2f1f6dcf12956704">ACTIVATION_OP2</a>(op, x)</td></tr>
154<tr class="separator:a5a310089a4e6b6de57a075a9bd4ced82"><td class="memSeparator" colspan="2">&#160;</td></tr>
155</table><table class="memberdecls">
Anthony Barbier871448e2017-03-24 14:54:29 +0000[diff] [blame]156<tr class="heading"><td colspan="2"><h2 class="groupheader"><a name="func-members"></a>
157Functions</h2></td></tr>
Kaizen8938bd32017-09-28 14:38:23 +0100[diff] [blame^]158<tr class="memitem:a7c4dbd924da062c3dc248dcc4993884e"><td class="memItemLeft" align="right" valign="top">DATA_TYPEVEC_SIZE&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="activation__layer_8cl.xhtml#a7c4dbd924da062c3dc248dcc4993884e">logistic_op</a> (DATA_TYPEVEC_SIZE x)</td></tr>
159<tr class="separator:a7c4dbd924da062c3dc248dcc4993884e"><td class="memSeparator" colspan="2">&#160;</td></tr>
160<tr class="memitem:afd256b3350090464ec6a764891e03fe0"><td class="memItemLeft" align="right" valign="top">DATA_TYPEVEC_SIZE&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="activation__layer_8cl.xhtml#afd256b3350090464ec6a764891e03fe0">tanh_op</a> (DATA_TYPEVEC_SIZE x)</td></tr>
161<tr class="separator:afd256b3350090464ec6a764891e03fe0"><td class="memSeparator" colspan="2">&#160;</td></tr>
162<tr class="memitem:a75e592782269093560081144973b1227"><td class="memItemLeft" align="right" valign="top">DATA_TYPEVEC_SIZE&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="activation__layer_8cl.xhtml#a75e592782269093560081144973b1227">relu_op</a> (DATA_TYPEVEC_SIZE x)</td></tr>
163<tr class="separator:a75e592782269093560081144973b1227"><td class="memSeparator" colspan="2">&#160;</td></tr>
164<tr class="memitem:aceaec5c948eb4a004fad33f4c769882a"><td class="memItemLeft" align="right" valign="top">DATA_TYPEVEC_SIZE&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="activation__layer_8cl.xhtml#aceaec5c948eb4a004fad33f4c769882a">brelu_op</a> (DATA_TYPEVEC_SIZE x)</td></tr>
165<tr class="separator:aceaec5c948eb4a004fad33f4c769882a"><td class="memSeparator" colspan="2">&#160;</td></tr>
166<tr class="memitem:a979d1d0d0b9b9595f467d94b1c22faea"><td class="memItemLeft" align="right" valign="top">DATA_TYPEVEC_SIZE&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="activation__layer_8cl.xhtml#a979d1d0d0b9b9595f467d94b1c22faea">lu_brelu_op</a> (DATA_TYPEVEC_SIZE x)</td></tr>
167<tr class="separator:a979d1d0d0b9b9595f467d94b1c22faea"><td class="memSeparator" colspan="2">&#160;</td></tr>
168<tr class="memitem:a067fc4f955fe2f0ea21900c0a3772d5e"><td class="memItemLeft" align="right" valign="top">DATA_TYPEVEC_SIZE&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="activation__layer_8cl.xhtml#a067fc4f955fe2f0ea21900c0a3772d5e">lrelu_op</a> (DATA_TYPEVEC_SIZE x)</td></tr>
169<tr class="separator:a067fc4f955fe2f0ea21900c0a3772d5e"><td class="memSeparator" colspan="2">&#160;</td></tr>
170<tr class="memitem:af906a313c9c945e03c18f7abf8f53e89"><td class="memItemLeft" align="right" valign="top">DATA_TYPEVEC_SIZE&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="activation__layer_8cl.xhtml#af906a313c9c945e03c18f7abf8f53e89">srelu_op</a> (DATA_TYPEVEC_SIZE x)</td></tr>
171<tr class="separator:af906a313c9c945e03c18f7abf8f53e89"><td class="memSeparator" colspan="2">&#160;</td></tr>
172<tr class="memitem:a9662f169f7eeb73c3a835eea59c1e222"><td class="memItemLeft" align="right" valign="top">DATA_TYPEVEC_SIZE&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="activation__layer_8cl.xhtml#a9662f169f7eeb73c3a835eea59c1e222">abs_op</a> (DATA_TYPEVEC_SIZE x)</td></tr>
173<tr class="separator:a9662f169f7eeb73c3a835eea59c1e222"><td class="memSeparator" colspan="2">&#160;</td></tr>
174<tr class="memitem:a3ee9790a5feb18c791e7f921fc83a76f"><td class="memItemLeft" align="right" valign="top">DATA_TYPEVEC_SIZE&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="activation__layer_8cl.xhtml#a3ee9790a5feb18c791e7f921fc83a76f">square_op</a> (DATA_TYPEVEC_SIZE x)</td></tr>
175<tr class="separator:a3ee9790a5feb18c791e7f921fc83a76f"><td class="memSeparator" colspan="2">&#160;</td></tr>
176<tr class="memitem:ac6da2650b8dfad9553a22c0ded1d7bc8"><td class="memItemLeft" align="right" valign="top">DATA_TYPEVEC_SIZE&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="activation__layer_8cl.xhtml#ac6da2650b8dfad9553a22c0ded1d7bc8">sqrt_op</a> (DATA_TYPEVEC_SIZE x)</td></tr>
177<tr class="separator:ac6da2650b8dfad9553a22c0ded1d7bc8"><td class="memSeparator" colspan="2">&#160;</td></tr>
178<tr class="memitem:a75fd6a1c539ef6ab44e460be072fcc6b"><td class="memItemLeft" align="right" valign="top">DATA_TYPEVEC_SIZE&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="activation__layer_8cl.xhtml#a75fd6a1c539ef6ab44e460be072fcc6b">linear_op</a> (DATA_TYPEVEC_SIZE x)</td></tr>
179<tr class="separator:a75fd6a1c539ef6ab44e460be072fcc6b"><td class="memSeparator" colspan="2">&#160;</td></tr>
Anthony Barbierdbdab852017-06-23 15:42:00 +0100[diff] [blame]180<tr class="memitem:a22355c125bcfe5bf82a7c5d4c422dc50"><td class="memItemLeft" align="right" valign="top">__kernel void&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="activation__layer_8cl.xhtml#a22355c125bcfe5bf82a7c5d4c422dc50">activation_layer</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>
Kaizen8938bd32017-09-28 14:38:23 +0100[diff] [blame^]181<tr class="memdesc:a22355c125bcfe5bf82a7c5d4c422dc50"><td class="mdescLeft">&#160;</td><td class="mdescRight">This performs an activation function floating point inputs. <a href="#a22355c125bcfe5bf82a7c5d4c422dc50">More...</a><br/></td></tr>
Anthony Barbierdbdab852017-06-23 15:42:00 +0100[diff] [blame]182<tr class="separator:a22355c125bcfe5bf82a7c5d4c422dc50"><td class="memSeparator" colspan="2">&#160;</td></tr>
Anthony Barbier871448e2017-03-24 14:54:29 +0000[diff] [blame]183</table>
Kaizen8938bd32017-09-28 14:38:23 +0100[diff] [blame^]184<h2 class="groupheader">Macro Definition Documentation</h2>
185<a class="anchor" id="a978f1506e23a332b840745ec64a7e855"></a>
186<div class="memitem">
187<div class="memproto">
188 <table class="memname">
189 <tr>
190 <td class="memname">#define ABS_OP</td>
191 <td>(</td>
192 <td class="paramtype">&#160;</td>
193 <td class="paramname">a</td><td>)</td>
194 <td>&#160;&#160;&#160;fabs((a))</td>
195 </tr>
196 </table>
197</div><div class="memdoc">
198
199<p>Definition at line <a class="el" href="activation__layer_8cl_source.xhtml#l00046">46</a> of file <a class="el" href="activation__layer_8cl_source.xhtml">activation_layer.cl</a>.</p>
200
201<p>Referenced by <a class="el" href="activation__layer_8cl_source.xhtml#l00095">abs_op()</a>.</p>
202
203</div>
204</div>
205<a class="anchor" id="a5a310089a4e6b6de57a075a9bd4ced82"></a>
206<div class="memitem">
207<div class="memproto">
208 <table class="memname">
209 <tr>
210 <td class="memname">#define ACTIVATION_OP</td>
211 <td>(</td>
212 <td class="paramtype">&#160;</td>
213 <td class="paramname">op, </td>
214 </tr>
215 <tr>
216 <td class="paramkey"></td>
217 <td></td>
218 <td class="paramtype">&#160;</td>
219 <td class="paramname">x&#160;</td>
220 </tr>
221 <tr>
222 <td></td>
223 <td>)</td>
224 <td></td><td>&#160;&#160;&#160;<a class="el" href="activation__layer_8cl.xhtml#ab13ec269b92f52bb2f1f6dcf12956704">ACTIVATION_OP2</a>(op, x)</td>
225 </tr>
226 </table>
227</div><div class="memdoc">
228
229<p>Definition at line <a class="el" href="activation__layer_8cl_source.xhtml#l00116">116</a> of file <a class="el" href="activation__layer_8cl_source.xhtml">activation_layer.cl</a>.</p>
230
231<p>Referenced by <a class="el" href="activation__layer_8cl_source.xhtml#l00145">activation_layer()</a>.</p>
232
233</div>
234</div>
235<a class="anchor" id="ab13ec269b92f52bb2f1f6dcf12956704"></a>
236<div class="memitem">
237<div class="memproto">
238 <table class="memname">
239 <tr>
240 <td class="memname">#define ACTIVATION_OP2</td>
241 <td>(</td>
242 <td class="paramtype">&#160;</td>
243 <td class="paramname">op, </td>
244 </tr>
245 <tr>
246 <td class="paramkey"></td>
247 <td></td>
248 <td class="paramtype">&#160;</td>
249 <td class="paramname">x&#160;</td>
250 </tr>
251 <tr>
252 <td></td>
253 <td>)</td>
254 <td></td><td>&#160;&#160;&#160;op##_op(x)</td>
255 </tr>
256 </table>
257</div><div class="memdoc">
258
259<p>Definition at line <a class="el" href="activation__layer_8cl_source.xhtml#l00115">115</a> of file <a class="el" href="activation__layer_8cl_source.xhtml">activation_layer.cl</a>.</p>
260
261</div>
262</div>
263<a class="anchor" id="aebbeb1f22eca3a3f4c3e019e8f419f39"></a>
264<div class="memitem">
265<div class="memproto">
266 <table class="memname">
267 <tr>
268 <td class="memname">#define ADD_OP</td>
269 <td>(</td>
270 <td class="paramtype">&#160;</td>
271 <td class="paramname">a, </td>
272 </tr>
273 <tr>
274 <td class="paramkey"></td>
275 <td></td>
276 <td class="paramtype">&#160;</td>
277 <td class="paramname">b&#160;</td>
278 </tr>
279 <tr>
280 <td></td>
281 <td>)</td>
282 <td></td><td>&#160;&#160;&#160;((a) + (b))</td>
283 </tr>
284 </table>
285</div><div class="memdoc">
286
287<p>Definition at line <a class="el" href="activation__layer_8cl_source.xhtml#l00047">47</a> of file <a class="el" href="activation__layer_8cl_source.xhtml">activation_layer.cl</a>.</p>
288
289<p>Referenced by <a class="el" href="activation__layer_8cl_source.xhtml#l00060">logistic_op()</a>, and <a class="el" href="activation__layer_8cl_source.xhtml#l00090">srelu_op()</a>.</p>
290
291</div>
292</div>
293<a class="anchor" id="a3a04e05afb970ee504363afb46c7fa32"></a>
294<div class="memitem">
295<div class="memproto">
296 <table class="memname">
297 <tr>
298 <td class="memname">#define CONST_ONE&#160;&#160;&#160;1.f</td>
299 </tr>
300 </table>
301</div><div class="memdoc">
302
303<p>Definition at line <a class="el" href="activation__layer_8cl_source.xhtml#l00045">45</a> of file <a class="el" href="activation__layer_8cl_source.xhtml">activation_layer.cl</a>.</p>
304
305<p>Referenced by <a class="el" href="activation__layer_8cl_source.xhtml#l00060">logistic_op()</a>, and <a class="el" href="activation__layer_8cl_source.xhtml#l00090">srelu_op()</a>.</p>
306
307</div>
308</div>
309<a class="anchor" id="a59d29af688da2590946e966789041856"></a>
310<div class="memitem">
311<div class="memproto">
312 <table class="memname">
313 <tr>
314 <td class="memname">#define DIV_OP</td>
315 <td>(</td>
316 <td class="paramtype">&#160;</td>
317 <td class="paramname">a, </td>
318 </tr>
319 <tr>
320 <td class="paramkey"></td>
321 <td></td>
322 <td class="paramtype">&#160;</td>
323 <td class="paramname">b&#160;</td>
324 </tr>
325 <tr>
326 <td></td>
327 <td>)</td>
328 <td></td><td>&#160;&#160;&#160;((a) / (b))</td>
329 </tr>
330 </table>
331</div><div class="memdoc">
332
333<p>Definition at line <a class="el" href="activation__layer_8cl_source.xhtml#l00051">51</a> of file <a class="el" href="activation__layer_8cl_source.xhtml">activation_layer.cl</a>.</p>
334
335<p>Referenced by <a class="el" href="activation__layer_8cl_source.xhtml#l00060">logistic_op()</a>.</p>
336
337</div>
338</div>
339<a class="anchor" id="abbb9b09cf7ef5835661605d07f4b7a1d"></a>
340<div class="memitem">
341<div class="memproto">
342 <table class="memname">
343 <tr>
344 <td class="memname">#define EXP_OP</td>
345 <td>(</td>
346 <td class="paramtype">&#160;</td>
347 <td class="paramname">a</td><td>)</td>
348 <td>&#160;&#160;&#160;exp((a))</td>
349 </tr>
350 </table>
351</div><div class="memdoc">
352
353<p>Definition at line <a class="el" href="activation__layer_8cl_source.xhtml#l00052">52</a> of file <a class="el" href="activation__layer_8cl_source.xhtml">activation_layer.cl</a>.</p>
354
355<p>Referenced by <a class="el" href="activation__layer_8cl_source.xhtml#l00060">logistic_op()</a>, and <a class="el" href="activation__layer_8cl_source.xhtml#l00090">srelu_op()</a>.</p>
356
357</div>
358</div>
359<a class="anchor" id="a27baf326640fa99f2d9fb6c212e93765"></a>
360<div class="memitem">
361<div class="memproto">
362 <table class="memname">
363 <tr>
364 <td class="memname">#define LOG_OP</td>
365 <td>(</td>
366 <td class="paramtype">&#160;</td>
367 <td class="paramname">a</td><td>)</td>
368 <td>&#160;&#160;&#160;log((a))</td>
369 </tr>
370 </table>
371</div><div class="memdoc">
372
373<p>Definition at line <a class="el" href="activation__layer_8cl_source.xhtml#l00053">53</a> of file <a class="el" href="activation__layer_8cl_source.xhtml">activation_layer.cl</a>.</p>
374
375<p>Referenced by <a class="el" href="activation__layer_8cl_source.xhtml#l00090">srelu_op()</a>.</p>
376
377</div>
378</div>
379<a class="anchor" id="aea31318eaadfd5e99c6a841a63d98246"></a>
380<div class="memitem">
381<div class="memproto">
382 <table class="memname">
383 <tr>
384 <td class="memname">#define MLA_OP</td>
385 <td>(</td>
386 <td class="paramtype">&#160;</td>
387 <td class="paramname">a, </td>
388 </tr>
389 <tr>
390 <td class="paramkey"></td>
391 <td></td>
392 <td class="paramtype">&#160;</td>
393 <td class="paramname">b, </td>
394 </tr>
395 <tr>
396 <td class="paramkey"></td>
397 <td></td>
398 <td class="paramtype">&#160;</td>
399 <td class="paramname">c&#160;</td>
400 </tr>
401 <tr>
402 <td></td>
403 <td>)</td>
404 <td></td><td>&#160;&#160;&#160;((b) * (c) + (a))</td>
405 </tr>
406 </table>
407</div><div class="memdoc">
408
409<p>Definition at line <a class="el" href="activation__layer_8cl_source.xhtml#l00050">50</a> of file <a class="el" href="activation__layer_8cl_source.xhtml">activation_layer.cl</a>.</p>
410
411<p>Referenced by <a class="el" href="activation__layer_8cl_source.xhtml#l00110">linear_op()</a>.</p>
412
413</div>
414</div>
415<a class="anchor" id="ad3cc858846806e6b1d3694b9d0a2e6da"></a>
416<div class="memitem">
417<div class="memproto">
418 <table class="memname">
419 <tr>
420 <td class="memname">#define MUL_OP</td>
421 <td>(</td>
422 <td class="paramtype">&#160;</td>
423 <td class="paramname">a, </td>
424 </tr>
425 <tr>
426 <td class="paramkey"></td>
427 <td></td>
428 <td class="paramtype">&#160;</td>
429 <td class="paramname">b&#160;</td>
430 </tr>
431 <tr>
432 <td></td>
433 <td>)</td>
434 <td></td><td>&#160;&#160;&#160;((a) * (b))</td>
435 </tr>
436 </table>
437</div><div class="memdoc">
438
439<p>Definition at line <a class="el" href="activation__layer_8cl_source.xhtml#l00049">49</a> of file <a class="el" href="activation__layer_8cl_source.xhtml">activation_layer.cl</a>.</p>
440
441<p>Referenced by <a class="el" href="activation__layer_8cl_source.xhtml#l00085">lrelu_op()</a>, <a class="el" href="activation__layer_8cl_source.xhtml#l00100">square_op()</a>, and <a class="el" href="activation__layer_8cl_source.xhtml#l00065">tanh_op()</a>.</p>
442
443</div>
444</div>
445<a class="anchor" id="a44f1faa643e617fab359e647d6df8efd"></a>
446<div class="memitem">
447<div class="memproto">
448 <table class="memname">
449 <tr>
450 <td class="memname">#define SQRT_OP</td>
451 <td>(</td>
452 <td class="paramtype">&#160;</td>
453 <td class="paramname">a</td><td>)</td>
454 <td>&#160;&#160;&#160;sqrt((a))</td>
455 </tr>
456 </table>
457</div><div class="memdoc">
458
459<p>Definition at line <a class="el" href="activation__layer_8cl_source.xhtml#l00054">54</a> of file <a class="el" href="activation__layer_8cl_source.xhtml">activation_layer.cl</a>.</p>
460
461<p>Referenced by <a class="el" href="activation__layer_8cl_source.xhtml#l00105">sqrt_op()</a>.</p>
462
463</div>
464</div>
465<a class="anchor" id="ad778425e4131c4731f17d7e6e3499a07"></a>
466<div class="memitem">
467<div class="memproto">
468 <table class="memname">
469 <tr>
470 <td class="memname">#define SUB_OP</td>
471 <td>(</td>
472 <td class="paramtype">&#160;</td>
473 <td class="paramname">a, </td>
474 </tr>
475 <tr>
476 <td class="paramkey"></td>
477 <td></td>
478 <td class="paramtype">&#160;</td>
479 <td class="paramname">b&#160;</td>
480 </tr>
481 <tr>
482 <td></td>
483 <td>)</td>
484 <td></td><td>&#160;&#160;&#160;((a) - (b))</td>
485 </tr>
486 </table>
487</div><div class="memdoc">
488
489<p>Definition at line <a class="el" href="activation__layer_8cl_source.xhtml#l00048">48</a> of file <a class="el" href="activation__layer_8cl_source.xhtml">activation_layer.cl</a>.</p>
490
491</div>
492</div>
493<a class="anchor" id="ae8e589b942df134846634fc08b969f94"></a>
494<div class="memitem">
495<div class="memproto">
496 <table class="memname">
497 <tr>
498 <td class="memname">#define TANH_OP</td>
499 <td>(</td>
500 <td class="paramtype">&#160;</td>
501 <td class="paramname">a</td><td>)</td>
502 <td>&#160;&#160;&#160;tanh((a))</td>
503 </tr>
504 </table>
505</div><div class="memdoc">
506
507<p>Definition at line <a class="el" href="activation__layer_8cl_source.xhtml#l00055">55</a> of file <a class="el" href="activation__layer_8cl_source.xhtml">activation_layer.cl</a>.</p>
508
509<p>Referenced by <a class="el" href="activation__layer_8cl_source.xhtml#l00065">tanh_op()</a>.</p>
510
511</div>
512</div>
513<a class="anchor" id="a5a392548f2df67370cb15d2a5d75cd7b"></a>
514<div class="memitem">
515<div class="memproto">
516 <table class="memname">
517 <tr>
518 <td class="memname">#define TYPE&#160;&#160;&#160;<a class="el" href="helpers_8h.xhtml#a36f754c05b6fddf6df0d8d0a74f8159f">VEC_DATA_TYPE</a>(<a class="el" href="convolution9x9_8cl.xhtml#afb8c72ce35c4a1f4a2588d6573e54aa1">DATA_TYPE</a>, VEC_SIZE)</td>
519 </tr>
520 </table>
521</div><div class="memdoc">
522
523<p>Definition at line <a class="el" href="activation__layer_8cl_source.xhtml#l00026">26</a> of file <a class="el" href="activation__layer_8cl_source.xhtml">activation_layer.cl</a>.</p>
524
525<p>Referenced by <a class="el" href="activation__layer_8cl_source.xhtml#l00145">activation_layer()</a>, <a class="el" href="activation__layer_8cl_source.xhtml#l00075">brelu_op()</a>, <a class="el" href="activation__layer_8cl_source.xhtml#l00110">linear_op()</a>, <a class="el" href="activation__layer_8cl_source.xhtml#l00060">logistic_op()</a>, <a class="el" href="activation__layer_8cl_source.xhtml#l00085">lrelu_op()</a>, <a class="el" href="activation__layer_8cl_source.xhtml#l00080">lu_brelu_op()</a>, <a class="el" href="activation__layer_8cl_source.xhtml#l00090">srelu_op()</a>, and <a class="el" href="activation__layer_8cl_source.xhtml#l00065">tanh_op()</a>.</p>
526
527</div>
528</div>
Anthony Barbier871448e2017-03-24 14:54:29 +0000[diff] [blame]529<h2 class="groupheader">Function Documentation</h2>
Kaizen8938bd32017-09-28 14:38:23 +0100[diff] [blame^]530<a class="anchor" id="a9662f169f7eeb73c3a835eea59c1e222"></a>
531<div class="memitem">
532<div class="memproto">
533<table class="mlabels">
534 <tr>
535 <td class="mlabels-left">
536 <table class="memname">
537 <tr>
538 <td class="memname">DATA_TYPEVEC_SIZE abs_op </td>
539 <td>(</td>
540 <td class="paramtype">DATA_TYPEVEC_SIZE&#160;</td>
541 <td class="paramname"><em>x</em></td><td>)</td>
542 <td></td>
543 </tr>
544 </table>
545 </td>
546 <td class="mlabels-right">
547<span class="mlabels"><span class="mlabel">inline</span></span> </td>
548 </tr>
549</table>
550</div><div class="memdoc">
551
552<p>Definition at line <a class="el" href="activation__layer_8cl_source.xhtml#l00095">95</a> of file <a class="el" href="activation__layer_8cl_source.xhtml">activation_layer.cl</a>.</p>
553
554<p>References <a class="el" href="activation__layer_8cl_source.xhtml#l00046">ABS_OP</a>.</p>
555<div class="fragment"><div class="line"><a name="l00096"></a><span class="lineno"> 96</span>&#160;{</div>
556<div class="line"><a name="l00097"></a><span class="lineno"> 97</span>&#160; <span class="keywordflow">return</span> <a class="code" href="activation__layer_8cl.xhtml#a978f1506e23a332b840745ec64a7e855">ABS_OP</a>(x);</div>
557<div class="line"><a name="l00098"></a><span class="lineno"> 98</span>&#160;}</div>
558<div class="ttc" id="activation__layer_8cl_xhtml_a978f1506e23a332b840745ec64a7e855"><div class="ttname"><a href="activation__layer_8cl.xhtml#a978f1506e23a332b840745ec64a7e855">ABS_OP</a></div><div class="ttdeci">#define ABS_OP(a)</div><div class="ttdef"><b>Definition:</b> <a href="activation__layer_8cl_source.xhtml#l00046">activation_layer.cl:46</a></div></div>
559</div><!-- fragment -->
560</div>
561</div>
Anthony Barbierdbdab852017-06-23 15:42:00 +0100[diff] [blame]562<a class="anchor" id="a22355c125bcfe5bf82a7c5d4c422dc50"></a>
Anthony Barbier871448e2017-03-24 14:54:29 +0000[diff] [blame]563<div class="memitem">
564<div class="memproto">
565 <table class="memname">
566 <tr>
567 <td class="memname">__kernel void activation_layer </td>
568 <td>(</td>
569 <td class="paramtype">__global uchar *&#160;</td>
570 <td class="paramname"><em>input_ptr</em>, </td>
571 </tr>
572 <tr>
573 <td class="paramkey"></td>
574 <td></td>
575 <td class="paramtype">uint&#160;</td>
576 <td class="paramname"><em>input_stride_x</em>, </td>
577 </tr>
578 <tr>
579 <td class="paramkey"></td>
580 <td></td>
581 <td class="paramtype">uint&#160;</td>
582 <td class="paramname"><em>input_step_x</em>, </td>
583 </tr>
584 <tr>
585 <td class="paramkey"></td>
586 <td></td>
587 <td class="paramtype">uint&#160;</td>
588 <td class="paramname"><em>input_stride_y</em>, </td>
589 </tr>
590 <tr>
591 <td class="paramkey"></td>
592 <td></td>
593 <td class="paramtype">uint&#160;</td>
594 <td class="paramname"><em>input_step_y</em>, </td>
595 </tr>
596 <tr>
597 <td class="paramkey"></td>
598 <td></td>
599 <td class="paramtype">uint&#160;</td>
Anthony Barbierdbdab852017-06-23 15:42:00 +0100[diff] [blame]600 <td class="paramname"><em>input_stride_z</em>, </td>
601 </tr>
602 <tr>
603 <td class="paramkey"></td>
604 <td></td>
605 <td class="paramtype">uint&#160;</td>
606 <td class="paramname"><em>input_step_z</em>, </td>
607 </tr>
608 <tr>
609 <td class="paramkey"></td>
610 <td></td>
611 <td class="paramtype">uint&#160;</td>
Anthony Barbier871448e2017-03-24 14:54:29 +0000[diff] [blame]612 <td class="paramname"><em>input_offset_first_element_in_bytes</em>, </td>
613 </tr>
614 <tr>
615 <td class="paramkey"></td>
616 <td></td>
617 <td class="paramtype">__global uchar *&#160;</td>
618 <td class="paramname"><em>output_ptr</em>, </td>
619 </tr>
620 <tr>
621 <td class="paramkey"></td>
622 <td></td>
623 <td class="paramtype">uint&#160;</td>
624 <td class="paramname"><em>output_stride_x</em>, </td>
625 </tr>
626 <tr>
627 <td class="paramkey"></td>
628 <td></td>
629 <td class="paramtype">uint&#160;</td>
630 <td class="paramname"><em>output_step_x</em>, </td>
631 </tr>
632 <tr>
633 <td class="paramkey"></td>
634 <td></td>
635 <td class="paramtype">uint&#160;</td>
636 <td class="paramname"><em>output_stride_y</em>, </td>
637 </tr>
638 <tr>
639 <td class="paramkey"></td>
640 <td></td>
641 <td class="paramtype">uint&#160;</td>
642 <td class="paramname"><em>output_step_y</em>, </td>
643 </tr>
644 <tr>
645 <td class="paramkey"></td>
646 <td></td>
647 <td class="paramtype">uint&#160;</td>
Anthony Barbierdbdab852017-06-23 15:42:00 +0100[diff] [blame]648 <td class="paramname"><em>output_stride_z</em>, </td>
649 </tr>
650 <tr>
651 <td class="paramkey"></td>
652 <td></td>
653 <td class="paramtype">uint&#160;</td>
654 <td class="paramname"><em>output_step_z</em>, </td>
655 </tr>
656 <tr>
657 <td class="paramkey"></td>
658 <td></td>
659 <td class="paramtype">uint&#160;</td>
Anthony Barbier871448e2017-03-24 14:54:29 +0000[diff] [blame]660 <td class="paramname"><em>output_offset_first_element_in_bytes</em>&#160;</td>
661 </tr>
662 <tr>
663 <td></td>
664 <td>)</td>
665 <td></td><td></td>
666 </tr>
667 </table>
668</div><div class="memdoc">
669
670<p>This performs an activation function floating point inputs. </p>
Kaizen8938bd32017-09-28 14:38:23 +0100[diff] [blame^]671<dl class="section note"><dt>Note</dt><dd>In order to perform the activation function "in-place", the pre-processor -DIN_PLACE must be passed at compile time</dd>
Anthony Barbier871448e2017-03-24 14:54:29 +0000[diff] [blame]672<dd>
Kaizen8938bd32017-09-28 14:38:23 +0100[diff] [blame^]673Datatype should be given as a preprocessor argument using -DDATA_TYPE=type. e.g. -DDATA_TYPE=short </dd>
Anthony Barbier871448e2017-03-24 14:54:29 +0000[diff] [blame]674<dd>
Kaizen8938bd32017-09-28 14:38:23 +0100[diff] [blame^]675<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>
Anthony Barbier871448e2017-03-24 14:54:29 +0000[diff] [blame]676<dd>
Kaizen8938bd32017-09-28 14:38:23 +0100[diff] [blame^]677Activation function should be given as a preprocessor argument using -DACT=name. e.g. -DACT=TANH </dd>
678<dd>
679A, B variables required by some activation functions are set using -DA_VAL= and -DB_VAL= respectively. </dd>
680<dd>
681In case of fixed point calculations the fixed point position is passed using -DFIXED_POINT_POSITION=position. e.g. -DFIXED_POINT_POSITION=3.</dd></dl>
Anthony Barbier871448e2017-03-24 14:54:29 +0000[diff] [blame]682<dl class="params"><dt>Parameters</dt><dd>
683 <table class="params">
Kaizen8938bd32017-09-28 14:38:23 +0100[diff] [blame^]684 <tr><td class="paramdir">[in]</td><td class="paramname">input_ptr</td><td>Pointer to the source image. Supported data types: QS8/QS16/F16/F32 </td></tr>
Anthony Barbier871448e2017-03-24 14:54:29 +0000[diff] [blame]685 <tr><td class="paramdir">[in]</td><td class="paramname">input_stride_x</td><td>Stride of the source image in X dimension (in bytes) </td></tr>
686 <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>
687 <tr><td class="paramdir">[in]</td><td class="paramname">input_stride_y</td><td>Stride of the source image in Y dimension (in bytes) </td></tr>
688 <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>
Anthony Barbierdbdab852017-06-23 15:42:00 +0100[diff] [blame]689 <tr><td class="paramdir">[in]</td><td class="paramname">input_stride_z</td><td>Stride of the source tensor in Z dimension (in bytes) </td></tr>
690 <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>
Anthony Barbier871448e2017-03-24 14:54:29 +0000[diff] [blame]691 <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 source image </td></tr>
Kaizen8938bd32017-09-28 14:38:23 +0100[diff] [blame^]692 <tr><td class="paramdir">[out]</td><td class="paramname">output_ptr</td><td>Pointer to the destination image. Supported data types: same as <code>input_ptr</code> </td></tr>
Anthony Barbier871448e2017-03-24 14:54:29 +0000[diff] [blame]693 <tr><td class="paramdir">[in]</td><td class="paramname">output_stride_x</td><td>Stride of the destination image in X dimension (in bytes) </td></tr>
694 <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>
695 <tr><td class="paramdir">[in]</td><td class="paramname">output_stride_y</td><td>Stride of the destination image in Y dimension (in bytes) </td></tr>
696 <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>
Anthony Barbierdbdab852017-06-23 15:42:00 +0100[diff] [blame]697 <tr><td class="paramdir">[in]</td><td class="paramname">output_stride_z</td><td>Stride of the source tensor in Z dimension (in bytes) </td></tr>
698 <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>
Anthony Barbier871448e2017-03-24 14:54:29 +0000[diff] [blame]699 <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 image </td></tr>
700 </table>
701 </dd>
702</dl>
703
Kaizen8938bd32017-09-28 14:38:23 +0100[diff] [blame^]704<p>Definition at line <a class="el" href="activation__layer_8cl_source.xhtml#l00145">145</a> of file <a class="el" href="activation__layer_8cl_source.xhtml">activation_layer.cl</a>.</p>
Anthony Barbier871448e2017-03-24 14:54:29 +0000[diff] [blame]705
Kaizen8938bd32017-09-28 14:38:23 +0100[diff] [blame^]706<p>References <a class="el" href="activation__layer_8cl_source.xhtml#l00116">ACTIVATION_OP</a>, <a class="el" href="helpers_8h_source.xhtml#l00108">CONVERT_TO_TENSOR3D_STRUCT</a>, <a class="el" href="convolution3x3_8cl_source.xhtml#l00027">DATA_TYPE</a>, <a class="el" href="helpers_8h_source.xhtml#l00142">Tensor3D::ptr</a>, <a class="el" href="activation__layer_8cl_source.xhtml#l00026">TYPE</a>, <a class="el" href="helpers_8h_source.xhtml#l00034">VLOAD</a>, and <a class="el" href="helpers_8h_source.xhtml#l00037">VSTORE</a>.</p>
707<div class="fragment"><div class="line"><a name="l00152"></a><span class="lineno"> 152</span>&#160;{</div>
708<div class="line"><a name="l00153"></a><span class="lineno"> 153</span>&#160; <span class="comment">// Get pixels pointer</span></div>
709<div class="line"><a name="l00154"></a><span class="lineno"> 154</span>&#160; <a class="code" href="struct_tensor3_d.xhtml">Tensor3D</a> input = <a class="code" href="helpers_8h.xhtml#a31c8c760f08fb1a331b16b7c204321dc">CONVERT_TO_TENSOR3D_STRUCT</a>(input);</div>
710<div class="line"><a name="l00155"></a><span class="lineno"> 155</span>&#160;<span class="preprocessor">#ifdef IN_PLACE</span></div>
711<div class="line"><a name="l00156"></a><span class="lineno"> 156</span>&#160;<span class="preprocessor"></span> <a class="code" href="struct_tensor3_d.xhtml">Tensor3D</a> output = input;</div>
712<div class="line"><a name="l00157"></a><span class="lineno"> 157</span>&#160;<span class="preprocessor">#else </span><span class="comment">/* IN_PLACE */</span><span class="preprocessor"></span></div>
713<div class="line"><a name="l00158"></a><span class="lineno"> 158</span>&#160;<span class="preprocessor"></span> <a class="code" href="struct_tensor3_d.xhtml">Tensor3D</a> output = <a class="code" href="helpers_8h.xhtml#a31c8c760f08fb1a331b16b7c204321dc">CONVERT_TO_TENSOR3D_STRUCT</a>(output);</div>
714<div class="line"><a name="l00159"></a><span class="lineno"> 159</span>&#160;<span class="preprocessor">#endif </span><span class="comment">/* IN_PLACE */</span><span class="preprocessor"></span></div>
715<div class="line"><a name="l00160"></a><span class="lineno"> 160</span>&#160;<span class="preprocessor"></span></div>
716<div class="line"><a name="l00161"></a><span class="lineno"> 161</span>&#160; <span class="comment">// Load data</span></div>
717<div class="line"><a name="l00162"></a><span class="lineno"> 162</span>&#160; <a class="code" href="activation__layer_8cl.xhtml#a5a392548f2df67370cb15d2a5d75cd7b">TYPE</a> data = <a class="code" href="helpers_8h.xhtml#a287e2fc366c312b468382c95bb90f91f">VLOAD</a>(VEC_SIZE)(0, (__global <a class="code" href="convolution3x3_8cl.xhtml#afb8c72ce35c4a1f4a2588d6573e54aa1">DATA_TYPE</a> *)input.<a class="code" href="struct_tensor3_d.xhtml#acf52c23cbd7424606c10a606524e3e32">ptr</a>);</div>
718<div class="line"><a name="l00163"></a><span class="lineno"> 163</span>&#160;</div>
719<div class="line"><a name="l00164"></a><span class="lineno"> 164</span>&#160; <span class="comment">// Perform activation</span></div>
720<div class="line"><a name="l00165"></a><span class="lineno"> 165</span>&#160; data = <a class="code" href="activation__layer_8cl.xhtml#a5a310089a4e6b6de57a075a9bd4ced82">ACTIVATION_OP</a>(ACT, data);</div>
721<div class="line"><a name="l00166"></a><span class="lineno"> 166</span>&#160;</div>
722<div class="line"><a name="l00167"></a><span class="lineno"> 167</span>&#160; <span class="comment">// Store result</span></div>
723<div class="line"><a name="l00168"></a><span class="lineno"> 168</span>&#160; <a class="code" href="helpers_8h.xhtml#acb282042d1edeeaa3cc979a206f78b54">VSTORE</a>(VEC_SIZE)</div>
724<div class="line"><a name="l00169"></a><span class="lineno"> 169</span>&#160; (data, 0, (__global <a class="code" href="convolution3x3_8cl.xhtml#afb8c72ce35c4a1f4a2588d6573e54aa1">DATA_TYPE</a> *)output.<a class="code" href="struct_tensor3_d.xhtml#acf52c23cbd7424606c10a606524e3e32">ptr</a>);</div>
725<div class="line"><a name="l00170"></a><span class="lineno"> 170</span>&#160;}</div>
726<div class="ttc" id="helpers_8h_xhtml_a287e2fc366c312b468382c95bb90f91f"><div class="ttname"><a href="helpers_8h.xhtml#a287e2fc366c312b468382c95bb90f91f">VLOAD</a></div><div class="ttdeci">#define VLOAD(size)</div><div class="ttdef"><b>Definition:</b> <a href="helpers_8h_source.xhtml#l00034">helpers.h:34</a></div></div>
727<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#l00108">helpers.h:108</a></div></div>
Anthony Barbierdbdab852017-06-23 15:42:00 +0100[diff] [blame]728<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>
Kaizen8938bd32017-09-28 14:38:23 +0100[diff] [blame^]729<div class="ttc" id="activation__layer_8cl_xhtml_a5a392548f2df67370cb15d2a5d75cd7b"><div class="ttname"><a href="activation__layer_8cl.xhtml#a5a392548f2df67370cb15d2a5d75cd7b">TYPE</a></div><div class="ttdeci">#define TYPE</div><div class="ttdef"><b>Definition:</b> <a href="activation__layer_8cl_source.xhtml#l00026">activation_layer.cl:26</a></div></div>
730<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#l00140">helpers.h:140</a></div></div>
731<div class="ttc" id="helpers_8h_xhtml_acb282042d1edeeaa3cc979a206f78b54"><div class="ttname"><a href="helpers_8h.xhtml#acb282042d1edeeaa3cc979a206f78b54">VSTORE</a></div><div class="ttdeci">#define VSTORE(size)</div><div class="ttdef"><b>Definition:</b> <a href="helpers_8h_source.xhtml#l00037">helpers.h:37</a></div></div>
732<div class="ttc" id="activation__layer_8cl_xhtml_a5a310089a4e6b6de57a075a9bd4ced82"><div class="ttname"><a href="activation__layer_8cl.xhtml#a5a310089a4e6b6de57a075a9bd4ced82">ACTIVATION_OP</a></div><div class="ttdeci">#define ACTIVATION_OP(op, x)</div><div class="ttdef"><b>Definition:</b> <a href="activation__layer_8cl_source.xhtml#l00116">activation_layer.cl:116</a></div></div>
733<div class="ttc" id="struct_tensor3_d_xhtml_acf52c23cbd7424606c10a606524e3e32"><div class="ttname"><a href="struct_tensor3_d.xhtml#acf52c23cbd7424606c10a606524e3e32">Tensor3D::ptr</a></div><div class="ttdeci">__global uchar * ptr</div><div class="ttdoc">Pointer to the starting postion of the buffer. </div><div class="ttdef"><b>Definition:</b> <a href="helpers_8h_source.xhtml#l00142">helpers.h:142</a></div></div>
734</div><!-- fragment -->
735</div>
736</div>
737<a class="anchor" id="aceaec5c948eb4a004fad33f4c769882a"></a>
738<div class="memitem">
739<div class="memproto">
740<table class="mlabels">
741 <tr>
742 <td class="mlabels-left">
743 <table class="memname">
744 <tr>
745 <td class="memname">DATA_TYPEVEC_SIZE brelu_op </td>
746 <td>(</td>
747 <td class="paramtype">DATA_TYPEVEC_SIZE&#160;</td>
748 <td class="paramname"><em>x</em></td><td>)</td>
749 <td></td>
750 </tr>
751 </table>
752 </td>
753 <td class="mlabels-right">
754<span class="mlabels"><span class="mlabel">inline</span></span> </td>
755 </tr>
756</table>
757</div><div class="memdoc">
758
759<p>Definition at line <a class="el" href="activation__layer_8cl_source.xhtml#l00075">75</a> of file <a class="el" href="activation__layer_8cl_source.xhtml">activation_layer.cl</a>.</p>
760
761<p>References <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>, and <a class="el" href="activation__layer_8cl_source.xhtml#l00026">TYPE</a>.</p>
762<div class="fragment"><div class="line"><a name="l00076"></a><span class="lineno"> 76</span>&#160;{</div>
763<div class="line"><a name="l00077"></a><span class="lineno"> 77</span>&#160; <span class="keywordflow">return</span> <a class="code" href="namespacearm__compute_1_1test_1_1fixed__point__arithmetic_1_1detail.xhtml#aabcf39e3917f842dbc5fbb0d802f24d5">min</a>((<a class="code" href="activation__layer_8cl.xhtml#a5a392548f2df67370cb15d2a5d75cd7b">TYPE</a>)A_VAL, <a class="code" href="namespacearm__compute_1_1test_1_1fixed__point__arithmetic_1_1detail.xhtml#ad91bb73431b4de1f4946ed949d444849">max</a>(0, x));</div>
764<div class="line"><a name="l00078"></a><span class="lineno"> 78</span>&#160;}</div>
765<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>
766<div class="ttc" id="activation__layer_8cl_xhtml_a5a392548f2df67370cb15d2a5d75cd7b"><div class="ttname"><a href="activation__layer_8cl.xhtml#a5a392548f2df67370cb15d2a5d75cd7b">TYPE</a></div><div class="ttdeci">#define TYPE</div><div class="ttdef"><b>Definition:</b> <a href="activation__layer_8cl_source.xhtml#l00026">activation_layer.cl:26</a></div></div>
767<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>
768</div><!-- fragment -->
769</div>
770</div>
771<a class="anchor" id="a75fd6a1c539ef6ab44e460be072fcc6b"></a>
772<div class="memitem">
773<div class="memproto">
774<table class="mlabels">
775 <tr>
776 <td class="mlabels-left">
777 <table class="memname">
778 <tr>
779 <td class="memname">DATA_TYPEVEC_SIZE linear_op </td>
780 <td>(</td>
781 <td class="paramtype">DATA_TYPEVEC_SIZE&#160;</td>
782 <td class="paramname"><em>x</em></td><td>)</td>
783 <td></td>
784 </tr>
785 </table>
786 </td>
787 <td class="mlabels-right">
788<span class="mlabels"><span class="mlabel">inline</span></span> </td>
789 </tr>
790</table>
791</div><div class="memdoc">
792
793<p>Definition at line <a class="el" href="activation__layer_8cl_source.xhtml#l00110">110</a> of file <a class="el" href="activation__layer_8cl_source.xhtml">activation_layer.cl</a>.</p>
794
795<p>References <a class="el" href="activation__layer_8cl_source.xhtml#l00050">MLA_OP</a>, and <a class="el" href="activation__layer_8cl_source.xhtml#l00026">TYPE</a>.</p>
796<div class="fragment"><div class="line"><a name="l00111"></a><span class="lineno"> 111</span>&#160;{</div>
797<div class="line"><a name="l00112"></a><span class="lineno"> 112</span>&#160; <span class="keywordflow">return</span> <a class="code" href="activation__layer_8cl.xhtml#aea31318eaadfd5e99c6a841a63d98246">MLA_OP</a>((<a class="code" href="activation__layer_8cl.xhtml#a5a392548f2df67370cb15d2a5d75cd7b">TYPE</a>)B_VAL, (<a class="code" href="activation__layer_8cl.xhtml#a5a392548f2df67370cb15d2a5d75cd7b">TYPE</a>)A_VAL, x);</div>
798<div class="line"><a name="l00113"></a><span class="lineno"> 113</span>&#160;}</div>
799<div class="ttc" id="activation__layer_8cl_xhtml_a5a392548f2df67370cb15d2a5d75cd7b"><div class="ttname"><a href="activation__layer_8cl.xhtml#a5a392548f2df67370cb15d2a5d75cd7b">TYPE</a></div><div class="ttdeci">#define TYPE</div><div class="ttdef"><b>Definition:</b> <a href="activation__layer_8cl_source.xhtml#l00026">activation_layer.cl:26</a></div></div>
800<div class="ttc" id="activation__layer_8cl_xhtml_aea31318eaadfd5e99c6a841a63d98246"><div class="ttname"><a href="activation__layer_8cl.xhtml#aea31318eaadfd5e99c6a841a63d98246">MLA_OP</a></div><div class="ttdeci">#define MLA_OP(a, b, c)</div><div class="ttdef"><b>Definition:</b> <a href="activation__layer_8cl_source.xhtml#l00050">activation_layer.cl:50</a></div></div>
801</div><!-- fragment -->
802</div>
803</div>
804<a class="anchor" id="a7c4dbd924da062c3dc248dcc4993884e"></a>
805<div class="memitem">
806<div class="memproto">
807<table class="mlabels">
808 <tr>
809 <td class="mlabels-left">
810 <table class="memname">
811 <tr>
812 <td class="memname">DATA_TYPEVEC_SIZE logistic_op </td>
813 <td>(</td>
814 <td class="paramtype">DATA_TYPEVEC_SIZE&#160;</td>
815 <td class="paramname"><em>x</em></td><td>)</td>
816 <td></td>
817 </tr>
818 </table>
819 </td>
820 <td class="mlabels-right">
821<span class="mlabels"><span class="mlabel">inline</span></span> </td>
822 </tr>
823</table>
824</div><div class="memdoc">
825
826<p>Definition at line <a class="el" href="activation__layer_8cl_source.xhtml#l00060">60</a> of file <a class="el" href="activation__layer_8cl_source.xhtml">activation_layer.cl</a>.</p>
827
828<p>References <a class="el" href="activation__layer_8cl_source.xhtml#l00047">ADD_OP</a>, <a class="el" href="activation__layer_8cl_source.xhtml#l00045">CONST_ONE</a>, <a class="el" href="activation__layer_8cl_source.xhtml#l00051">DIV_OP</a>, <a class="el" href="activation__layer_8cl_source.xhtml#l00052">EXP_OP</a>, and <a class="el" href="activation__layer_8cl_source.xhtml#l00026">TYPE</a>.</p>
829<div class="fragment"><div class="line"><a name="l00061"></a><span class="lineno"> 61</span>&#160;{</div>
830<div class="line"><a name="l00062"></a><span class="lineno"> 62</span>&#160; <span class="keywordflow">return</span> <a class="code" href="activation__layer_8cl.xhtml#a59d29af688da2590946e966789041856">DIV_OP</a>((<a class="code" href="activation__layer_8cl.xhtml#a5a392548f2df67370cb15d2a5d75cd7b">TYPE</a>)<a class="code" href="activation__layer_8cl.xhtml#a3a04e05afb970ee504363afb46c7fa32">CONST_ONE</a>, <a class="code" href="activation__layer_8cl.xhtml#aebbeb1f22eca3a3f4c3e019e8f419f39">ADD_OP</a>((<a class="code" href="activation__layer_8cl.xhtml#a5a392548f2df67370cb15d2a5d75cd7b">TYPE</a>)CONST_ONE, <a class="code" href="activation__layer_8cl.xhtml#abbb9b09cf7ef5835661605d07f4b7a1d">EXP_OP</a>(-x)));</div>
831<div class="line"><a name="l00063"></a><span class="lineno"> 63</span>&#160;}</div>
832<div class="ttc" id="activation__layer_8cl_xhtml_a5a392548f2df67370cb15d2a5d75cd7b"><div class="ttname"><a href="activation__layer_8cl.xhtml#a5a392548f2df67370cb15d2a5d75cd7b">TYPE</a></div><div class="ttdeci">#define TYPE</div><div class="ttdef"><b>Definition:</b> <a href="activation__layer_8cl_source.xhtml#l00026">activation_layer.cl:26</a></div></div>
833<div class="ttc" id="activation__layer_8cl_xhtml_aebbeb1f22eca3a3f4c3e019e8f419f39"><div class="ttname"><a href="activation__layer_8cl.xhtml#aebbeb1f22eca3a3f4c3e019e8f419f39">ADD_OP</a></div><div class="ttdeci">#define ADD_OP(a, b)</div><div class="ttdef"><b>Definition:</b> <a href="activation__layer_8cl_source.xhtml#l00047">activation_layer.cl:47</a></div></div>
834<div class="ttc" id="activation__layer_8cl_xhtml_abbb9b09cf7ef5835661605d07f4b7a1d"><div class="ttname"><a href="activation__layer_8cl.xhtml#abbb9b09cf7ef5835661605d07f4b7a1d">EXP_OP</a></div><div class="ttdeci">#define EXP_OP(a)</div><div class="ttdef"><b>Definition:</b> <a href="activation__layer_8cl_source.xhtml#l00052">activation_layer.cl:52</a></div></div>
835<div class="ttc" id="activation__layer_8cl_xhtml_a3a04e05afb970ee504363afb46c7fa32"><div class="ttname"><a href="activation__layer_8cl.xhtml#a3a04e05afb970ee504363afb46c7fa32">CONST_ONE</a></div><div class="ttdeci">#define CONST_ONE</div><div class="ttdef"><b>Definition:</b> <a href="activation__layer_8cl_source.xhtml#l00045">activation_layer.cl:45</a></div></div>
836<div class="ttc" id="activation__layer_8cl_xhtml_a59d29af688da2590946e966789041856"><div class="ttname"><a href="activation__layer_8cl.xhtml#a59d29af688da2590946e966789041856">DIV_OP</a></div><div class="ttdeci">#define DIV_OP(a, b)</div><div class="ttdef"><b>Definition:</b> <a href="activation__layer_8cl_source.xhtml#l00051">activation_layer.cl:51</a></div></div>
837</div><!-- fragment -->
838</div>
839</div>
840<a class="anchor" id="a067fc4f955fe2f0ea21900c0a3772d5e"></a>
841<div class="memitem">
842<div class="memproto">
843<table class="mlabels">
844 <tr>
845 <td class="mlabels-left">
846 <table class="memname">
847 <tr>
848 <td class="memname">DATA_TYPEVEC_SIZE lrelu_op </td>
849 <td>(</td>
850 <td class="paramtype">DATA_TYPEVEC_SIZE&#160;</td>
851 <td class="paramname"><em>x</em></td><td>)</td>
852 <td></td>
853 </tr>
854 </table>
855 </td>
856 <td class="mlabels-right">
857<span class="mlabels"><span class="mlabel">inline</span></span> </td>
858 </tr>
859</table>
860</div><div class="memdoc">
861
862<p>Definition at line <a class="el" href="activation__layer_8cl_source.xhtml#l00085">85</a> of file <a class="el" href="activation__layer_8cl_source.xhtml">activation_layer.cl</a>.</p>
863
864<p>References <a class="el" href="activation__layer_8cl_source.xhtml#l00049">MUL_OP</a>, and <a class="el" href="activation__layer_8cl_source.xhtml#l00026">TYPE</a>.</p>
865<div class="fragment"><div class="line"><a name="l00086"></a><span class="lineno"> 86</span>&#160;{</div>
866<div class="line"><a name="l00087"></a><span class="lineno"> 87</span>&#160; <span class="keywordflow">return</span> select(<a class="code" href="activation__layer_8cl.xhtml#ad3cc858846806e6b1d3694b9d0a2e6da">MUL_OP</a>((<a class="code" href="activation__layer_8cl.xhtml#a5a392548f2df67370cb15d2a5d75cd7b">TYPE</a>)A_VAL, x), x, x &gt; (<a class="code" href="activation__layer_8cl.xhtml#a5a392548f2df67370cb15d2a5d75cd7b">TYPE</a>)0);</div>
867<div class="line"><a name="l00088"></a><span class="lineno"> 88</span>&#160;}</div>
868<div class="ttc" id="activation__layer_8cl_xhtml_a5a392548f2df67370cb15d2a5d75cd7b"><div class="ttname"><a href="activation__layer_8cl.xhtml#a5a392548f2df67370cb15d2a5d75cd7b">TYPE</a></div><div class="ttdeci">#define TYPE</div><div class="ttdef"><b>Definition:</b> <a href="activation__layer_8cl_source.xhtml#l00026">activation_layer.cl:26</a></div></div>
869<div class="ttc" id="activation__layer_8cl_xhtml_ad3cc858846806e6b1d3694b9d0a2e6da"><div class="ttname"><a href="activation__layer_8cl.xhtml#ad3cc858846806e6b1d3694b9d0a2e6da">MUL_OP</a></div><div class="ttdeci">#define MUL_OP(a, b)</div><div class="ttdef"><b>Definition:</b> <a href="activation__layer_8cl_source.xhtml#l00049">activation_layer.cl:49</a></div></div>
870</div><!-- fragment -->
871</div>
872</div>
873<a class="anchor" id="a979d1d0d0b9b9595f467d94b1c22faea"></a>
874<div class="memitem">
875<div class="memproto">
876<table class="mlabels">
877 <tr>
878 <td class="mlabels-left">
879 <table class="memname">
880 <tr>
881 <td class="memname">DATA_TYPEVEC_SIZE lu_brelu_op </td>
882 <td>(</td>
883 <td class="paramtype">DATA_TYPEVEC_SIZE&#160;</td>
884 <td class="paramname"><em>x</em></td><td>)</td>
885 <td></td>
886 </tr>
887 </table>
888 </td>
889 <td class="mlabels-right">
890<span class="mlabels"><span class="mlabel">inline</span></span> </td>
891 </tr>
892</table>
893</div><div class="memdoc">
894
895<p>Definition at line <a class="el" href="activation__layer_8cl_source.xhtml#l00080">80</a> of file <a class="el" href="activation__layer_8cl_source.xhtml">activation_layer.cl</a>.</p>
896
897<p>References <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>, and <a class="el" href="activation__layer_8cl_source.xhtml#l00026">TYPE</a>.</p>
898<div class="fragment"><div class="line"><a name="l00081"></a><span class="lineno"> 81</span>&#160;{</div>
899<div class="line"><a name="l00082"></a><span class="lineno"> 82</span>&#160; <span class="keywordflow">return</span> <a class="code" href="namespacearm__compute_1_1test_1_1fixed__point__arithmetic_1_1detail.xhtml#aabcf39e3917f842dbc5fbb0d802f24d5">min</a>(<a class="code" href="namespacearm__compute_1_1test_1_1fixed__point__arithmetic_1_1detail.xhtml#ad91bb73431b4de1f4946ed949d444849">max</a>(x, (<a class="code" href="activation__layer_8cl.xhtml#a5a392548f2df67370cb15d2a5d75cd7b">TYPE</a>)B_VAL), (<a class="code" href="activation__layer_8cl.xhtml#a5a392548f2df67370cb15d2a5d75cd7b">TYPE</a>)A_VAL);</div>
900<div class="line"><a name="l00083"></a><span class="lineno"> 83</span>&#160;}</div>
901<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>
902<div class="ttc" id="activation__layer_8cl_xhtml_a5a392548f2df67370cb15d2a5d75cd7b"><div class="ttname"><a href="activation__layer_8cl.xhtml#a5a392548f2df67370cb15d2a5d75cd7b">TYPE</a></div><div class="ttdeci">#define TYPE</div><div class="ttdef"><b>Definition:</b> <a href="activation__layer_8cl_source.xhtml#l00026">activation_layer.cl:26</a></div></div>
903<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>
904</div><!-- fragment -->
905</div>
906</div>
907<a class="anchor" id="a75e592782269093560081144973b1227"></a>
908<div class="memitem">
909<div class="memproto">
910<table class="mlabels">
911 <tr>
912 <td class="mlabels-left">
913 <table class="memname">
914 <tr>
915 <td class="memname">DATA_TYPEVEC_SIZE relu_op </td>
916 <td>(</td>
917 <td class="paramtype">DATA_TYPEVEC_SIZE&#160;</td>
918 <td class="paramname"><em>x</em></td><td>)</td>
919 <td></td>
920 </tr>
921 </table>
922 </td>
923 <td class="mlabels-right">
924<span class="mlabels"><span class="mlabel">inline</span></span> </td>
925 </tr>
926</table>
927</div><div class="memdoc">
928
929<p>Definition at line <a class="el" href="activation__layer_8cl_source.xhtml#l00070">70</a> of file <a class="el" href="activation__layer_8cl_source.xhtml">activation_layer.cl</a>.</p>
930
931<p>References <a class="el" href="tests_2validation_2_fixed_point_8h_source.xhtml#l00889">arm_compute::test::fixed_point_arithmetic::detail::max()</a>.</p>
932<div class="fragment"><div class="line"><a name="l00071"></a><span class="lineno"> 71</span>&#160;{</div>
933<div class="line"><a name="l00072"></a><span class="lineno"> 72</span>&#160; <span class="keywordflow">return</span> <a class="code" href="namespacearm__compute_1_1test_1_1fixed__point__arithmetic_1_1detail.xhtml#ad91bb73431b4de1f4946ed949d444849">max</a>(0, x);</div>
934<div class="line"><a name="l00073"></a><span class="lineno"> 73</span>&#160;}</div>
935<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>
936</div><!-- fragment -->
937</div>
938</div>
939<a class="anchor" id="ac6da2650b8dfad9553a22c0ded1d7bc8"></a>
940<div class="memitem">
941<div class="memproto">
942<table class="mlabels">
943 <tr>
944 <td class="mlabels-left">
945 <table class="memname">
946 <tr>
947 <td class="memname">DATA_TYPEVEC_SIZE sqrt_op </td>
948 <td>(</td>
949 <td class="paramtype">DATA_TYPEVEC_SIZE&#160;</td>
950 <td class="paramname"><em>x</em></td><td>)</td>
951 <td></td>
952 </tr>
953 </table>
954 </td>
955 <td class="mlabels-right">
956<span class="mlabels"><span class="mlabel">inline</span></span> </td>
957 </tr>
958</table>
959</div><div class="memdoc">
960
961<p>Definition at line <a class="el" href="activation__layer_8cl_source.xhtml#l00105">105</a> of file <a class="el" href="activation__layer_8cl_source.xhtml">activation_layer.cl</a>.</p>
962
963<p>References <a class="el" href="activation__layer_8cl_source.xhtml#l00054">SQRT_OP</a>.</p>
964<div class="fragment"><div class="line"><a name="l00106"></a><span class="lineno"> 106</span>&#160;{</div>
965<div class="line"><a name="l00107"></a><span class="lineno"> 107</span>&#160; <span class="keywordflow">return</span> <a class="code" href="activation__layer_8cl.xhtml#a44f1faa643e617fab359e647d6df8efd">SQRT_OP</a>(x);</div>
966<div class="line"><a name="l00108"></a><span class="lineno"> 108</span>&#160;}</div>
967<div class="ttc" id="activation__layer_8cl_xhtml_a44f1faa643e617fab359e647d6df8efd"><div class="ttname"><a href="activation__layer_8cl.xhtml#a44f1faa643e617fab359e647d6df8efd">SQRT_OP</a></div><div class="ttdeci">#define SQRT_OP(a)</div><div class="ttdef"><b>Definition:</b> <a href="activation__layer_8cl_source.xhtml#l00054">activation_layer.cl:54</a></div></div>
968</div><!-- fragment -->
969</div>
970</div>
971<a class="anchor" id="a3ee9790a5feb18c791e7f921fc83a76f"></a>
972<div class="memitem">
973<div class="memproto">
974<table class="mlabels">
975 <tr>
976 <td class="mlabels-left">
977 <table class="memname">
978 <tr>
979 <td class="memname">DATA_TYPEVEC_SIZE square_op </td>
980 <td>(</td>
981 <td class="paramtype">DATA_TYPEVEC_SIZE&#160;</td>
982 <td class="paramname"><em>x</em></td><td>)</td>
983 <td></td>
984 </tr>
985 </table>
986 </td>
987 <td class="mlabels-right">
988<span class="mlabels"><span class="mlabel">inline</span></span> </td>
989 </tr>
990</table>
991</div><div class="memdoc">
992
993<p>Definition at line <a class="el" href="activation__layer_8cl_source.xhtml#l00100">100</a> of file <a class="el" href="activation__layer_8cl_source.xhtml">activation_layer.cl</a>.</p>
994
995<p>References <a class="el" href="activation__layer_8cl_source.xhtml#l00049">MUL_OP</a>.</p>
996<div class="fragment"><div class="line"><a name="l00101"></a><span class="lineno"> 101</span>&#160;{</div>
997<div class="line"><a name="l00102"></a><span class="lineno"> 102</span>&#160; <span class="keywordflow">return</span> <a class="code" href="activation__layer_8cl.xhtml#ad3cc858846806e6b1d3694b9d0a2e6da">MUL_OP</a>(x, x);</div>
998<div class="line"><a name="l00103"></a><span class="lineno"> 103</span>&#160;}</div>
999<div class="ttc" id="activation__layer_8cl_xhtml_ad3cc858846806e6b1d3694b9d0a2e6da"><div class="ttname"><a href="activation__layer_8cl.xhtml#ad3cc858846806e6b1d3694b9d0a2e6da">MUL_OP</a></div><div class="ttdeci">#define MUL_OP(a, b)</div><div class="ttdef"><b>Definition:</b> <a href="activation__layer_8cl_source.xhtml#l00049">activation_layer.cl:49</a></div></div>
1000</div><!-- fragment -->
1001</div>
1002</div>
1003<a class="anchor" id="af906a313c9c945e03c18f7abf8f53e89"></a>
1004<div class="memitem">
1005<div class="memproto">
1006<table class="mlabels">
1007 <tr>
1008 <td class="mlabels-left">
1009 <table class="memname">
1010 <tr>
1011 <td class="memname">DATA_TYPEVEC_SIZE srelu_op </td>
1012 <td>(</td>
1013 <td class="paramtype">DATA_TYPEVEC_SIZE&#160;</td>
1014 <td class="paramname"><em>x</em></td><td>)</td>
1015 <td></td>
1016 </tr>
1017 </table>
1018 </td>
1019 <td class="mlabels-right">
1020<span class="mlabels"><span class="mlabel">inline</span></span> </td>
1021 </tr>
1022</table>
1023</div><div class="memdoc">
1024
1025<p>Definition at line <a class="el" href="activation__layer_8cl_source.xhtml#l00090">90</a> of file <a class="el" href="activation__layer_8cl_source.xhtml">activation_layer.cl</a>.</p>
1026
1027<p>References <a class="el" href="activation__layer_8cl_source.xhtml#l00047">ADD_OP</a>, <a class="el" href="activation__layer_8cl_source.xhtml#l00045">CONST_ONE</a>, <a class="el" href="activation__layer_8cl_source.xhtml#l00052">EXP_OP</a>, <a class="el" href="activation__layer_8cl_source.xhtml#l00053">LOG_OP</a>, and <a class="el" href="activation__layer_8cl_source.xhtml#l00026">TYPE</a>.</p>
1028<div class="fragment"><div class="line"><a name="l00091"></a><span class="lineno"> 91</span>&#160;{</div>
1029<div class="line"><a name="l00092"></a><span class="lineno"> 92</span>&#160; <span class="keywordflow">return</span> <a class="code" href="activation__layer_8cl.xhtml#a27baf326640fa99f2d9fb6c212e93765">LOG_OP</a>(<a class="code" href="activation__layer_8cl.xhtml#aebbeb1f22eca3a3f4c3e019e8f419f39">ADD_OP</a>((<a class="code" href="activation__layer_8cl.xhtml#a5a392548f2df67370cb15d2a5d75cd7b">TYPE</a>)<a class="code" href="activation__layer_8cl.xhtml#a3a04e05afb970ee504363afb46c7fa32">CONST_ONE</a>, <a class="code" href="activation__layer_8cl.xhtml#abbb9b09cf7ef5835661605d07f4b7a1d">EXP_OP</a>(x)));</div>
1030<div class="line"><a name="l00093"></a><span class="lineno"> 93</span>&#160;}</div>
1031<div class="ttc" id="activation__layer_8cl_xhtml_a27baf326640fa99f2d9fb6c212e93765"><div class="ttname"><a href="activation__layer_8cl.xhtml#a27baf326640fa99f2d9fb6c212e93765">LOG_OP</a></div><div class="ttdeci">#define LOG_OP(a)</div><div class="ttdef"><b>Definition:</b> <a href="activation__layer_8cl_source.xhtml#l00053">activation_layer.cl:53</a></div></div>
1032<div class="ttc" id="activation__layer_8cl_xhtml_a5a392548f2df67370cb15d2a5d75cd7b"><div class="ttname"><a href="activation__layer_8cl.xhtml#a5a392548f2df67370cb15d2a5d75cd7b">TYPE</a></div><div class="ttdeci">#define TYPE</div><div class="ttdef"><b>Definition:</b> <a href="activation__layer_8cl_source.xhtml#l00026">activation_layer.cl:26</a></div></div>
1033<div class="ttc" id="activation__layer_8cl_xhtml_aebbeb1f22eca3a3f4c3e019e8f419f39"><div class="ttname"><a href="activation__layer_8cl.xhtml#aebbeb1f22eca3a3f4c3e019e8f419f39">ADD_OP</a></div><div class="ttdeci">#define ADD_OP(a, b)</div><div class="ttdef"><b>Definition:</b> <a href="activation__layer_8cl_source.xhtml#l00047">activation_layer.cl:47</a></div></div>
1034<div class="ttc" id="activation__layer_8cl_xhtml_abbb9b09cf7ef5835661605d07f4b7a1d"><div class="ttname"><a href="activation__layer_8cl.xhtml#abbb9b09cf7ef5835661605d07f4b7a1d">EXP_OP</a></div><div class="ttdeci">#define EXP_OP(a)</div><div class="ttdef"><b>Definition:</b> <a href="activation__layer_8cl_source.xhtml#l00052">activation_layer.cl:52</a></div></div>
1035<div class="ttc" id="activation__layer_8cl_xhtml_a3a04e05afb970ee504363afb46c7fa32"><div class="ttname"><a href="activation__layer_8cl.xhtml#a3a04e05afb970ee504363afb46c7fa32">CONST_ONE</a></div><div class="ttdeci">#define CONST_ONE</div><div class="ttdef"><b>Definition:</b> <a href="activation__layer_8cl_source.xhtml#l00045">activation_layer.cl:45</a></div></div>
1036</div><!-- fragment -->
1037</div>
1038</div>
1039<a class="anchor" id="afd256b3350090464ec6a764891e03fe0"></a>
1040<div class="memitem">
1041<div class="memproto">
1042<table class="mlabels">
1043 <tr>
1044 <td class="mlabels-left">
1045 <table class="memname">
1046 <tr>
1047 <td class="memname">DATA_TYPEVEC_SIZE tanh_op </td>
1048 <td>(</td>
1049 <td class="paramtype">DATA_TYPEVEC_SIZE&#160;</td>
1050 <td class="paramname"><em>x</em></td><td>)</td>
1051 <td></td>
1052 </tr>
1053 </table>
1054 </td>
1055 <td class="mlabels-right">
1056<span class="mlabels"><span class="mlabel">inline</span></span> </td>
1057 </tr>
1058</table>
1059</div><div class="memdoc">
1060
1061<p>Definition at line <a class="el" href="activation__layer_8cl_source.xhtml#l00065">65</a> of file <a class="el" href="activation__layer_8cl_source.xhtml">activation_layer.cl</a>.</p>
1062
1063<p>References <a class="el" href="activation__layer_8cl_source.xhtml#l00049">MUL_OP</a>, <a class="el" href="activation__layer_8cl_source.xhtml#l00055">TANH_OP</a>, and <a class="el" href="activation__layer_8cl_source.xhtml#l00026">TYPE</a>.</p>
1064<div class="fragment"><div class="line"><a name="l00066"></a><span class="lineno"> 66</span>&#160;{</div>
1065<div class="line"><a name="l00067"></a><span class="lineno"> 67</span>&#160; <span class="keywordflow">return</span> <a class="code" href="activation__layer_8cl.xhtml#ad3cc858846806e6b1d3694b9d0a2e6da">MUL_OP</a>((<a class="code" href="activation__layer_8cl.xhtml#a5a392548f2df67370cb15d2a5d75cd7b">TYPE</a>)A_VAL, <a class="code" href="activation__layer_8cl.xhtml#ae8e589b942df134846634fc08b969f94">TANH_OP</a>(<a class="code" href="activation__layer_8cl.xhtml#ad3cc858846806e6b1d3694b9d0a2e6da">MUL_OP</a>((<a class="code" href="activation__layer_8cl.xhtml#a5a392548f2df67370cb15d2a5d75cd7b">TYPE</a>)B_VAL, x)));</div>
1066<div class="line"><a name="l00068"></a><span class="lineno"> 68</span>&#160;}</div>
1067<div class="ttc" id="activation__layer_8cl_xhtml_a5a392548f2df67370cb15d2a5d75cd7b"><div class="ttname"><a href="activation__layer_8cl.xhtml#a5a392548f2df67370cb15d2a5d75cd7b">TYPE</a></div><div class="ttdeci">#define TYPE</div><div class="ttdef"><b>Definition:</b> <a href="activation__layer_8cl_source.xhtml#l00026">activation_layer.cl:26</a></div></div>
1068<div class="ttc" id="activation__layer_8cl_xhtml_ae8e589b942df134846634fc08b969f94"><div class="ttname"><a href="activation__layer_8cl.xhtml#ae8e589b942df134846634fc08b969f94">TANH_OP</a></div><div class="ttdeci">#define TANH_OP(a)</div><div class="ttdef"><b>Definition:</b> <a href="activation__layer_8cl_source.xhtml#l00055">activation_layer.cl:55</a></div></div>
1069<div class="ttc" id="activation__layer_8cl_xhtml_ad3cc858846806e6b1d3694b9d0a2e6da"><div class="ttname"><a href="activation__layer_8cl.xhtml#ad3cc858846806e6b1d3694b9d0a2e6da">MUL_OP</a></div><div class="ttdeci">#define MUL_OP(a, b)</div><div class="ttdef"><b>Definition:</b> <a href="activation__layer_8cl_source.xhtml#l00049">activation_layer.cl:49</a></div></div>
Anthony Barbier871448e2017-03-24 14:54:29 +0000[diff] [blame]1070</div><!-- fragment -->
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Kaizen8938bd32017-09-28 14:38:23 +0100[diff] [blame^]1078 <li class="navelem"><a class="el" href="dir_55b5a5006e943fb664ff8cff3cfe7768.xhtml">src</a></li><li class="navelem"><a class="el" href="dir_f6c3ae42d7e27145d0a3c3e38ca1c000.xhtml">core</a></li><li class="navelem"><a class="el" href="dir_1b7ae9123c88e650426d50d95c19d414.xhtml">CL</a></li><li class="navelem"><a class="el" href="dir_b7c3d80b0dadb2139bc73b7161751c12.xhtml">cl_kernels</a></li><li class="navelem"><a class="el" href="activation__layer_8cl.xhtml">activation_layer.cl</a></li>
1079 <li class="footer">Generated on Thu Sep 28 2017 14:37:53 for Compute Library by
Anthony Barbier871448e2017-03-24 14:54:29 +0000[diff] [blame]1080 <a href="http://www.doxygen.org/index.html">
Kaizen8938bd32017-09-28 14:38:23 +0100[diff] [blame^]1081 <img class="footer" src="doxygen.png" alt="doxygen"/></a> 1.8.6 </li>
Anthony Barbier871448e2017-03-24 14:54:29 +0000[diff] [blame]1082 </ul>
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