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gerrit-public.fairphone.software / platform / external / ComputeLibrary / 575c81f38edecaa662f3ee45d04ad8efded4fa81 / . / documentation / activation__float__helpers_8h.xhtml
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Jenkins575c81f2020-03-05 16:07:35 +0000[diff] [blame^]43 &#160;<span id="projectnumber">20.02.1</span>
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100<a href="#define-members">Macros</a> </div>
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102<div class="title">activation_float_helpers.h File Reference</div> </div>
103</div><!--header-->
104<div class="contents">
105<div class="textblock"><code>#include &quot;<a class="el" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h_source.xhtml">helpers.h</a>&quot;</code><br />
106</div>
107<p><a href="activation__float__helpers_8h_source.xhtml">Go to the source code of this file.</a></p>
108<table class="memberdecls">
109<tr class="heading"><td colspan="2"><h2 class="groupheader"><a name="define-members"></a>
110Macros</h2></td></tr>
111<tr class="memitem:a8df78bbafb6073319466ffe69a01931f"><td class="memItemLeft" align="right" valign="top">#define&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="activation__float__helpers_8h.xhtml#a8df78bbafb6073319466ffe69a01931f">MLA</a>(a, b, c)&#160;&#160;&#160;((b) * (c) + (a))</td></tr>
112<tr class="separator:a8df78bbafb6073319466ffe69a01931f"><td class="memSeparator" colspan="2">&#160;</td></tr>
113<tr class="memitem:aa8b474faaa6062c728201ed39edd2446"><td class="memItemLeft" align="right" valign="top">#define&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="activation__float__helpers_8h.xhtml#aa8b474faaa6062c728201ed39edd2446">logistic_op</a>(<a class="el" href="convolution9x9_8cl.xhtml#afb8c72ce35c4a1f4a2588d6573e54aa1">DATA_TYPE</a>, x, A_VAL, B_VAL)&#160;&#160;&#160;((<a class="el" href="convolution9x9_8cl.xhtml#afb8c72ce35c4a1f4a2588d6573e54aa1">DATA_TYPE</a>)1.0 / ((<a class="el" href="convolution9x9_8cl.xhtml#afb8c72ce35c4a1f4a2588d6573e54aa1">DATA_TYPE</a>)1.0 + exp(-x)))</td></tr>
114<tr class="separator:aa8b474faaa6062c728201ed39edd2446"><td class="memSeparator" colspan="2">&#160;</td></tr>
115<tr class="memitem:a0bd249f46d4fb9dc5cfcb062761c55bb"><td class="memItemLeft" align="right" valign="top">#define&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="activation__float__helpers_8h.xhtml#a0bd249f46d4fb9dc5cfcb062761c55bb">tanh_op</a>(<a class="el" href="convolution9x9_8cl.xhtml#afb8c72ce35c4a1f4a2588d6573e54aa1">DATA_TYPE</a>, x, A_VAL, B_VAL)&#160;&#160;&#160;((<a class="el" href="convolution9x9_8cl.xhtml#afb8c72ce35c4a1f4a2588d6573e54aa1">DATA_TYPE</a>)A_VAL * tanh((<a class="el" href="convolution9x9_8cl.xhtml#afb8c72ce35c4a1f4a2588d6573e54aa1">DATA_TYPE</a>)B_VAL * x))</td></tr>
116<tr class="separator:a0bd249f46d4fb9dc5cfcb062761c55bb"><td class="memSeparator" colspan="2">&#160;</td></tr>
117<tr class="memitem:a5885769bd59707cdfdfaa82677ea4483"><td class="memItemLeft" align="right" valign="top">#define&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="activation__float__helpers_8h.xhtml#a5885769bd59707cdfdfaa82677ea4483">relu_op</a>(<a class="el" href="convolution9x9_8cl.xhtml#afb8c72ce35c4a1f4a2588d6573e54aa1">DATA_TYPE</a>, x, A_VAL, B_VAL)&#160;&#160;&#160;(max((<a class="el" href="convolution9x9_8cl.xhtml#afb8c72ce35c4a1f4a2588d6573e54aa1">DATA_TYPE</a>)0.0, x))</td></tr>
118<tr class="separator:a5885769bd59707cdfdfaa82677ea4483"><td class="memSeparator" colspan="2">&#160;</td></tr>
119<tr class="memitem:aeb0c28c03d603cec5c2cffb551bbf6a9"><td class="memItemLeft" align="right" valign="top">#define&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="activation__float__helpers_8h.xhtml#aeb0c28c03d603cec5c2cffb551bbf6a9">brelu_op</a>(<a class="el" href="convolution9x9_8cl.xhtml#afb8c72ce35c4a1f4a2588d6573e54aa1">DATA_TYPE</a>, x, A_VAL, B_VAL)&#160;&#160;&#160;(min((<a class="el" href="convolution9x9_8cl.xhtml#afb8c72ce35c4a1f4a2588d6573e54aa1">DATA_TYPE</a>)A_VAL, max((<a class="el" href="convolution9x9_8cl.xhtml#afb8c72ce35c4a1f4a2588d6573e54aa1">DATA_TYPE</a>)0.0, x)))</td></tr>
120<tr class="separator:aeb0c28c03d603cec5c2cffb551bbf6a9"><td class="memSeparator" colspan="2">&#160;</td></tr>
121<tr class="memitem:aaaa0358ab1c5e91587a81bd4e8415d8b"><td class="memItemLeft" align="right" valign="top">#define&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="activation__float__helpers_8h.xhtml#aaaa0358ab1c5e91587a81bd4e8415d8b">lu_brelu_op</a>(<a class="el" href="convolution9x9_8cl.xhtml#afb8c72ce35c4a1f4a2588d6573e54aa1">DATA_TYPE</a>, x, A_VAL, B_VAL)&#160;&#160;&#160;(min(max(x, (<a class="el" href="convolution9x9_8cl.xhtml#afb8c72ce35c4a1f4a2588d6573e54aa1">DATA_TYPE</a>)B_VAL), (<a class="el" href="convolution9x9_8cl.xhtml#afb8c72ce35c4a1f4a2588d6573e54aa1">DATA_TYPE</a>)A_VAL))</td></tr>
122<tr class="separator:aaaa0358ab1c5e91587a81bd4e8415d8b"><td class="memSeparator" colspan="2">&#160;</td></tr>
123<tr class="memitem:a6d28176cdf4fe5f1b39245907d5ca7b8"><td class="memItemLeft" align="right" valign="top">#define&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="activation__float__helpers_8h.xhtml#a6d28176cdf4fe5f1b39245907d5ca7b8">lrelu_op</a>(<a class="el" href="convolution9x9_8cl.xhtml#afb8c72ce35c4a1f4a2588d6573e54aa1">DATA_TYPE</a>, x, A_VAL, B_VAL)&#160;&#160;&#160;((min(x, (<a class="el" href="convolution9x9_8cl.xhtml#afb8c72ce35c4a1f4a2588d6573e54aa1">DATA_TYPE</a>)0.0) * (<a class="el" href="convolution9x9_8cl.xhtml#afb8c72ce35c4a1f4a2588d6573e54aa1">DATA_TYPE</a>)A_VAL) + max(x, (<a class="el" href="convolution9x9_8cl.xhtml#afb8c72ce35c4a1f4a2588d6573e54aa1">DATA_TYPE</a>)0.0))</td></tr>
124<tr class="separator:a6d28176cdf4fe5f1b39245907d5ca7b8"><td class="memSeparator" colspan="2">&#160;</td></tr>
125<tr class="memitem:a7ac4f206b54438676f70075b6d9e4a1a"><td class="memItemLeft" align="right" valign="top">#define&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="activation__float__helpers_8h.xhtml#a7ac4f206b54438676f70075b6d9e4a1a">srelu_op</a>(<a class="el" href="convolution9x9_8cl.xhtml#afb8c72ce35c4a1f4a2588d6573e54aa1">DATA_TYPE</a>, x, A_VAL, B_VAL)&#160;&#160;&#160;(log((<a class="el" href="convolution9x9_8cl.xhtml#afb8c72ce35c4a1f4a2588d6573e54aa1">DATA_TYPE</a>)1.0 + exp(x)))</td></tr>
126<tr class="separator:a7ac4f206b54438676f70075b6d9e4a1a"><td class="memSeparator" colspan="2">&#160;</td></tr>
Jenkins0e205f72019-11-28 16:53:35 +0000[diff] [blame]127<tr class="memitem:a3d828b57d03a6109bdc4719408927179"><td class="memItemLeft" align="right" valign="top">#define&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="activation__float__helpers_8h.xhtml#a3d828b57d03a6109bdc4719408927179">elu_op</a>(<a class="el" href="convolution9x9_8cl.xhtml#afb8c72ce35c4a1f4a2588d6573e54aa1">DATA_TYPE</a>, x, A_VAL, B_VAL)&#160;&#160;&#160;(select(((<a class="el" href="convolution9x9_8cl.xhtml#afb8c72ce35c4a1f4a2588d6573e54aa1">DATA_TYPE</a>)A_VAL * (exp(x) - (<a class="el" href="convolution9x9_8cl.xhtml#afb8c72ce35c4a1f4a2588d6573e54aa1">DATA_TYPE</a>)1.0)), x, isgreaterequal(x, (<a class="el" href="convolution9x9_8cl.xhtml#afb8c72ce35c4a1f4a2588d6573e54aa1">DATA_TYPE</a>)0.0)))</td></tr>
128<tr class="separator:a3d828b57d03a6109bdc4719408927179"><td class="memSeparator" colspan="2">&#160;</td></tr>
Jenkins975dfe12019-09-02 11:47:54 +0100[diff] [blame]129<tr class="memitem:ad241c192445437657f18094735135acf"><td class="memItemLeft" align="right" valign="top">#define&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="activation__float__helpers_8h.xhtml#ad241c192445437657f18094735135acf">abs_op</a>(<a class="el" href="convolution9x9_8cl.xhtml#afb8c72ce35c4a1f4a2588d6573e54aa1">DATA_TYPE</a>, x, A_VAL, B_VAL)&#160;&#160;&#160;(fabs(x))</td></tr>
130<tr class="separator:ad241c192445437657f18094735135acf"><td class="memSeparator" colspan="2">&#160;</td></tr>
131<tr class="memitem:a3fbe1c283cc8c5e8bd79623c760b498d"><td class="memItemLeft" align="right" valign="top">#define&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="activation__float__helpers_8h.xhtml#a3fbe1c283cc8c5e8bd79623c760b498d">square_op</a>(<a class="el" href="convolution9x9_8cl.xhtml#afb8c72ce35c4a1f4a2588d6573e54aa1">DATA_TYPE</a>, x, A_VAL, B_VAL)&#160;&#160;&#160;(x * x)</td></tr>
132<tr class="separator:a3fbe1c283cc8c5e8bd79623c760b498d"><td class="memSeparator" colspan="2">&#160;</td></tr>
133<tr class="memitem:a43bf6bb78e61889b6a1f3f60b36d52a8"><td class="memItemLeft" align="right" valign="top">#define&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="activation__float__helpers_8h.xhtml#a43bf6bb78e61889b6a1f3f60b36d52a8">sqrt_op</a>(<a class="el" href="convolution9x9_8cl.xhtml#afb8c72ce35c4a1f4a2588d6573e54aa1">DATA_TYPE</a>, x, A_VAL, B_VAL)&#160;&#160;&#160;(sqrt(x))</td></tr>
134<tr class="separator:a43bf6bb78e61889b6a1f3f60b36d52a8"><td class="memSeparator" colspan="2">&#160;</td></tr>
135<tr class="memitem:a91058d13f14608c2063a412c0af025c4"><td class="memItemLeft" align="right" valign="top">#define&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="activation__float__helpers_8h.xhtml#a91058d13f14608c2063a412c0af025c4">linear_op</a>(<a class="el" href="convolution9x9_8cl.xhtml#afb8c72ce35c4a1f4a2588d6573e54aa1">DATA_TYPE</a>, x, A_VAL, B_VAL)&#160;&#160;&#160;(<a class="el" href="activation__float__helpers_8h.xhtml#a8df78bbafb6073319466ffe69a01931f">MLA</a>((<a class="el" href="convolution9x9_8cl.xhtml#afb8c72ce35c4a1f4a2588d6573e54aa1">DATA_TYPE</a>)B_VAL, (<a class="el" href="convolution9x9_8cl.xhtml#afb8c72ce35c4a1f4a2588d6573e54aa1">DATA_TYPE</a>)A_VAL, x))</td></tr>
136<tr class="separator:a91058d13f14608c2063a412c0af025c4"><td class="memSeparator" colspan="2">&#160;</td></tr>
137<tr class="memitem:a8853785c268f7591f3905d46c3fe4c58"><td class="memItemLeft" align="right" valign="top">#define&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="activation__float__helpers_8h.xhtml#a8853785c268f7591f3905d46c3fe4c58">identity_op</a>(<a class="el" href="convolution9x9_8cl.xhtml#afb8c72ce35c4a1f4a2588d6573e54aa1">DATA_TYPE</a>, x, A_VAL, B_VAL)&#160;&#160;&#160;(x)</td></tr>
138<tr class="separator:a8853785c268f7591f3905d46c3fe4c58"><td class="memSeparator" colspan="2">&#160;</td></tr>
139<tr class="memitem:a3e07fff4ac8593d886877dd6ac323e41"><td class="memItemLeft" align="right" valign="top">#define&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="activation__float__helpers_8h.xhtml#a3e07fff4ac8593d886877dd6ac323e41">OP</a>(op, <a class="el" href="convolution9x9_8cl.xhtml#afb8c72ce35c4a1f4a2588d6573e54aa1">DATA_TYPE</a>, x, A_VAL, B_VAL)&#160;&#160;&#160;op##_op(<a class="el" href="convolution9x9_8cl.xhtml#afb8c72ce35c4a1f4a2588d6573e54aa1">DATA_TYPE</a>, x, A_VAL, B_VAL)</td></tr>
140<tr class="separator:a3e07fff4ac8593d886877dd6ac323e41"><td class="memSeparator" colspan="2">&#160;</td></tr>
141<tr class="memitem:abbc420da5dec17216bb014c05ad65304"><td class="memItemLeft" align="right" valign="top">#define&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="activation__float__helpers_8h.xhtml#abbc420da5dec17216bb014c05ad65304">ACTIVATION</a>(op, <a class="el" href="convolution9x9_8cl.xhtml#afb8c72ce35c4a1f4a2588d6573e54aa1">DATA_TYPE</a>, x, A_VAL, B_VAL)&#160;&#160;&#160;<a class="el" href="activation__float__helpers_8h.xhtml#a3e07fff4ac8593d886877dd6ac323e41">OP</a>(op, <a class="el" href="convolution9x9_8cl.xhtml#afb8c72ce35c4a1f4a2588d6573e54aa1">DATA_TYPE</a>, x, A_VAL, B_VAL)</td></tr>
142<tr class="separator:abbc420da5dec17216bb014c05ad65304"><td class="memSeparator" colspan="2">&#160;</td></tr>
143</table>
144<h2 class="groupheader">Macro Definition Documentation</h2>
145<a id="ad241c192445437657f18094735135acf"></a>
146<h2 class="memtitle"><span class="permalink"><a href="#ad241c192445437657f18094735135acf">&#9670;&nbsp;</a></span>abs_op</h2>
147
148<div class="memitem">
149<div class="memproto">
150 <table class="memname">
151 <tr>
152 <td class="memname">#define abs_op</td>
153 <td>(</td>
154 <td class="paramtype">&#160;</td>
155 <td class="paramname"><a class="el" href="convolution9x9_8cl.xhtml#afb8c72ce35c4a1f4a2588d6573e54aa1">DATA_TYPE</a>, </td>
156 </tr>
157 <tr>
158 <td class="paramkey"></td>
159 <td></td>
160 <td class="paramtype">&#160;</td>
161 <td class="paramname">x, </td>
162 </tr>
163 <tr>
164 <td class="paramkey"></td>
165 <td></td>
166 <td class="paramtype">&#160;</td>
167 <td class="paramname">A_VAL, </td>
168 </tr>
169 <tr>
170 <td class="paramkey"></td>
171 <td></td>
172 <td class="paramtype">&#160;</td>
173 <td class="paramname">B_VAL&#160;</td>
174 </tr>
175 <tr>
176 <td></td>
177 <td>)</td>
178 <td></td><td>&#160;&#160;&#160;(fabs(x))</td>
179 </tr>
180 </table>
181</div><div class="memdoc">
182
Jenkins0e205f72019-11-28 16:53:35 +0000[diff] [blame]183<p class="definition">Definition at line <a class="el" href="activation__float__helpers_8h_source.xhtml#l00057">57</a> of file <a class="el" href="activation__float__helpers_8h_source.xhtml">activation_float_helpers.h</a>.</p>
Jenkins975dfe12019-09-02 11:47:54 +0100[diff] [blame]184
185</div>
186</div>
187<a id="abbc420da5dec17216bb014c05ad65304"></a>
188<h2 class="memtitle"><span class="permalink"><a href="#abbc420da5dec17216bb014c05ad65304">&#9670;&nbsp;</a></span>ACTIVATION</h2>
189
190<div class="memitem">
191<div class="memproto">
192 <table class="memname">
193 <tr>
194 <td class="memname">#define ACTIVATION</td>
195 <td>(</td>
196 <td class="paramtype">&#160;</td>
197 <td class="paramname">op, </td>
198 </tr>
199 <tr>
200 <td class="paramkey"></td>
201 <td></td>
202 <td class="paramtype">&#160;</td>
203 <td class="paramname"><a class="el" href="convolution9x9_8cl.xhtml#afb8c72ce35c4a1f4a2588d6573e54aa1">DATA_TYPE</a>, </td>
204 </tr>
205 <tr>
206 <td class="paramkey"></td>
207 <td></td>
208 <td class="paramtype">&#160;</td>
209 <td class="paramname">x, </td>
210 </tr>
211 <tr>
212 <td class="paramkey"></td>
213 <td></td>
214 <td class="paramtype">&#160;</td>
215 <td class="paramname">A_VAL, </td>
216 </tr>
217 <tr>
218 <td class="paramkey"></td>
219 <td></td>
220 <td class="paramtype">&#160;</td>
221 <td class="paramname">B_VAL&#160;</td>
222 </tr>
223 <tr>
224 <td></td>
225 <td>)</td>
226 <td></td><td>&#160;&#160;&#160;<a class="el" href="activation__float__helpers_8h.xhtml#a3e07fff4ac8593d886877dd6ac323e41">OP</a>(op, <a class="el" href="convolution9x9_8cl.xhtml#afb8c72ce35c4a1f4a2588d6573e54aa1">DATA_TYPE</a>, x, A_VAL, B_VAL)</td>
227 </tr>
228 </table>
229</div><div class="memdoc">
230
Jenkins0e205f72019-11-28 16:53:35 +0000[diff] [blame]231<p class="definition">Definition at line <a class="el" href="activation__float__helpers_8h_source.xhtml#l00073">73</a> of file <a class="el" href="activation__float__helpers_8h_source.xhtml">activation_float_helpers.h</a>.</p>
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233</div>
234</div>
235<a id="aeb0c28c03d603cec5c2cffb551bbf6a9"></a>
236<h2 class="memtitle"><span class="permalink"><a href="#aeb0c28c03d603cec5c2cffb551bbf6a9">&#9670;&nbsp;</a></span>brelu_op</h2>
237
238<div class="memitem">
239<div class="memproto">
240 <table class="memname">
241 <tr>
242 <td class="memname">#define brelu_op</td>
243 <td>(</td>
244 <td class="paramtype">&#160;</td>
245 <td class="paramname"><a class="el" href="convolution9x9_8cl.xhtml#afb8c72ce35c4a1f4a2588d6573e54aa1">DATA_TYPE</a>, </td>
246 </tr>
247 <tr>
248 <td class="paramkey"></td>
249 <td></td>
250 <td class="paramtype">&#160;</td>
251 <td class="paramname">x, </td>
252 </tr>
253 <tr>
254 <td class="paramkey"></td>
255 <td></td>
256 <td class="paramtype">&#160;</td>
257 <td class="paramname">A_VAL, </td>
258 </tr>
259 <tr>
260 <td class="paramkey"></td>
261 <td></td>
262 <td class="paramtype">&#160;</td>
263 <td class="paramname">B_VAL&#160;</td>
264 </tr>
265 <tr>
266 <td></td>
267 <td>)</td>
268 <td></td><td>&#160;&#160;&#160;(min((<a class="el" href="convolution9x9_8cl.xhtml#afb8c72ce35c4a1f4a2588d6573e54aa1">DATA_TYPE</a>)A_VAL, max((<a class="el" href="convolution9x9_8cl.xhtml#afb8c72ce35c4a1f4a2588d6573e54aa1">DATA_TYPE</a>)0.0, x)))</td>
269 </tr>
270 </table>
271</div><div class="memdoc">
272
273<p class="definition">Definition at line <a class="el" href="activation__float__helpers_8h_source.xhtml#l00042">42</a> of file <a class="el" href="activation__float__helpers_8h_source.xhtml">activation_float_helpers.h</a>.</p>
274
275</div>
276</div>
Jenkins0e205f72019-11-28 16:53:35 +0000[diff] [blame]277<a id="a3d828b57d03a6109bdc4719408927179"></a>
278<h2 class="memtitle"><span class="permalink"><a href="#a3d828b57d03a6109bdc4719408927179">&#9670;&nbsp;</a></span>elu_op</h2>
279
280<div class="memitem">
281<div class="memproto">
282 <table class="memname">
283 <tr>
284 <td class="memname">#define elu_op</td>
285 <td>(</td>
286 <td class="paramtype">&#160;</td>
287 <td class="paramname"><a class="el" href="convolution9x9_8cl.xhtml#afb8c72ce35c4a1f4a2588d6573e54aa1">DATA_TYPE</a>, </td>
288 </tr>
289 <tr>
290 <td class="paramkey"></td>
291 <td></td>
292 <td class="paramtype">&#160;</td>
293 <td class="paramname">x, </td>
294 </tr>
295 <tr>
296 <td class="paramkey"></td>
297 <td></td>
298 <td class="paramtype">&#160;</td>
299 <td class="paramname">A_VAL, </td>
300 </tr>
301 <tr>
302 <td class="paramkey"></td>
303 <td></td>
304 <td class="paramtype">&#160;</td>
305 <td class="paramname">B_VAL&#160;</td>
306 </tr>
307 <tr>
308 <td></td>
309 <td>)</td>
310 <td></td><td>&#160;&#160;&#160;(select(((<a class="el" href="convolution9x9_8cl.xhtml#afb8c72ce35c4a1f4a2588d6573e54aa1">DATA_TYPE</a>)A_VAL * (exp(x) - (<a class="el" href="convolution9x9_8cl.xhtml#afb8c72ce35c4a1f4a2588d6573e54aa1">DATA_TYPE</a>)1.0)), x, isgreaterequal(x, (<a class="el" href="convolution9x9_8cl.xhtml#afb8c72ce35c4a1f4a2588d6573e54aa1">DATA_TYPE</a>)0.0)))</td>
311 </tr>
312 </table>
313</div><div class="memdoc">
314
315<p class="definition">Definition at line <a class="el" href="activation__float__helpers_8h_source.xhtml#l00054">54</a> of file <a class="el" href="activation__float__helpers_8h_source.xhtml">activation_float_helpers.h</a>.</p>
316
317</div>
318</div>
Jenkins975dfe12019-09-02 11:47:54 +0100[diff] [blame]319<a id="a8853785c268f7591f3905d46c3fe4c58"></a>
320<h2 class="memtitle"><span class="permalink"><a href="#a8853785c268f7591f3905d46c3fe4c58">&#9670;&nbsp;</a></span>identity_op</h2>
321
322<div class="memitem">
323<div class="memproto">
324 <table class="memname">
325 <tr>
326 <td class="memname">#define identity_op</td>
327 <td>(</td>
328 <td class="paramtype">&#160;</td>
329 <td class="paramname"><a class="el" href="convolution9x9_8cl.xhtml#afb8c72ce35c4a1f4a2588d6573e54aa1">DATA_TYPE</a>, </td>
330 </tr>
331 <tr>
332 <td class="paramkey"></td>
333 <td></td>
334 <td class="paramtype">&#160;</td>
335 <td class="paramname">x, </td>
336 </tr>
337 <tr>
338 <td class="paramkey"></td>
339 <td></td>
340 <td class="paramtype">&#160;</td>
341 <td class="paramname">A_VAL, </td>
342 </tr>
343 <tr>
344 <td class="paramkey"></td>
345 <td></td>
346 <td class="paramtype">&#160;</td>
347 <td class="paramname">B_VAL&#160;</td>
348 </tr>
349 <tr>
350 <td></td>
351 <td>)</td>
352 <td></td><td>&#160;&#160;&#160;(x)</td>
353 </tr>
354 </table>
355</div><div class="memdoc">
356
Jenkins0e205f72019-11-28 16:53:35 +0000[diff] [blame]357<p class="definition">Definition at line <a class="el" href="activation__float__helpers_8h_source.xhtml#l00069">69</a> of file <a class="el" href="activation__float__helpers_8h_source.xhtml">activation_float_helpers.h</a>.</p>
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359</div>
360</div>
361<a id="a91058d13f14608c2063a412c0af025c4"></a>
362<h2 class="memtitle"><span class="permalink"><a href="#a91058d13f14608c2063a412c0af025c4">&#9670;&nbsp;</a></span>linear_op</h2>
363
364<div class="memitem">
365<div class="memproto">
366 <table class="memname">
367 <tr>
368 <td class="memname">#define linear_op</td>
369 <td>(</td>
370 <td class="paramtype">&#160;</td>
371 <td class="paramname"><a class="el" href="convolution9x9_8cl.xhtml#afb8c72ce35c4a1f4a2588d6573e54aa1">DATA_TYPE</a>, </td>
372 </tr>
373 <tr>
374 <td class="paramkey"></td>
375 <td></td>
376 <td class="paramtype">&#160;</td>
377 <td class="paramname">x, </td>
378 </tr>
379 <tr>
380 <td class="paramkey"></td>
381 <td></td>
382 <td class="paramtype">&#160;</td>
383 <td class="paramname">A_VAL, </td>
384 </tr>
385 <tr>
386 <td class="paramkey"></td>
387 <td></td>
388 <td class="paramtype">&#160;</td>
389 <td class="paramname">B_VAL&#160;</td>
390 </tr>
391 <tr>
392 <td></td>
393 <td>)</td>
394 <td></td><td>&#160;&#160;&#160;(<a class="el" href="activation__float__helpers_8h.xhtml#a8df78bbafb6073319466ffe69a01931f">MLA</a>((<a class="el" href="convolution9x9_8cl.xhtml#afb8c72ce35c4a1f4a2588d6573e54aa1">DATA_TYPE</a>)B_VAL, (<a class="el" href="convolution9x9_8cl.xhtml#afb8c72ce35c4a1f4a2588d6573e54aa1">DATA_TYPE</a>)A_VAL, x))</td>
395 </tr>
396 </table>
397</div><div class="memdoc">
398
Jenkins0e205f72019-11-28 16:53:35 +0000[diff] [blame]399<p class="definition">Definition at line <a class="el" href="activation__float__helpers_8h_source.xhtml#l00066">66</a> of file <a class="el" href="activation__float__helpers_8h_source.xhtml">activation_float_helpers.h</a>.</p>
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401</div>
402</div>
403<a id="aa8b474faaa6062c728201ed39edd2446"></a>
404<h2 class="memtitle"><span class="permalink"><a href="#aa8b474faaa6062c728201ed39edd2446">&#9670;&nbsp;</a></span>logistic_op</h2>
405
406<div class="memitem">
407<div class="memproto">
408 <table class="memname">
409 <tr>
410 <td class="memname">#define logistic_op</td>
411 <td>(</td>
412 <td class="paramtype">&#160;</td>
413 <td class="paramname"><a class="el" href="convolution9x9_8cl.xhtml#afb8c72ce35c4a1f4a2588d6573e54aa1">DATA_TYPE</a>, </td>
414 </tr>
415 <tr>
416 <td class="paramkey"></td>
417 <td></td>
418 <td class="paramtype">&#160;</td>
419 <td class="paramname">x, </td>
420 </tr>
421 <tr>
422 <td class="paramkey"></td>
423 <td></td>
424 <td class="paramtype">&#160;</td>
425 <td class="paramname">A_VAL, </td>
426 </tr>
427 <tr>
428 <td class="paramkey"></td>
429 <td></td>
430 <td class="paramtype">&#160;</td>
431 <td class="paramname">B_VAL&#160;</td>
432 </tr>
433 <tr>
434 <td></td>
435 <td>)</td>
436 <td></td><td>&#160;&#160;&#160;((<a class="el" href="convolution9x9_8cl.xhtml#afb8c72ce35c4a1f4a2588d6573e54aa1">DATA_TYPE</a>)1.0 / ((<a class="el" href="convolution9x9_8cl.xhtml#afb8c72ce35c4a1f4a2588d6573e54aa1">DATA_TYPE</a>)1.0 + exp(-x)))</td>
437 </tr>
438 </table>
439</div><div class="memdoc">
440
441<p class="definition">Definition at line <a class="el" href="activation__float__helpers_8h_source.xhtml#l00033">33</a> of file <a class="el" href="activation__float__helpers_8h_source.xhtml">activation_float_helpers.h</a>.</p>
442
443</div>
444</div>
445<a id="a6d28176cdf4fe5f1b39245907d5ca7b8"></a>
446<h2 class="memtitle"><span class="permalink"><a href="#a6d28176cdf4fe5f1b39245907d5ca7b8">&#9670;&nbsp;</a></span>lrelu_op</h2>
447
448<div class="memitem">
449<div class="memproto">
450 <table class="memname">
451 <tr>
452 <td class="memname">#define lrelu_op</td>
453 <td>(</td>
454 <td class="paramtype">&#160;</td>
455 <td class="paramname"><a class="el" href="convolution9x9_8cl.xhtml#afb8c72ce35c4a1f4a2588d6573e54aa1">DATA_TYPE</a>, </td>
456 </tr>
457 <tr>
458 <td class="paramkey"></td>
459 <td></td>
460 <td class="paramtype">&#160;</td>
461 <td class="paramname">x, </td>
462 </tr>
463 <tr>
464 <td class="paramkey"></td>
465 <td></td>
466 <td class="paramtype">&#160;</td>
467 <td class="paramname">A_VAL, </td>
468 </tr>
469 <tr>
470 <td class="paramkey"></td>
471 <td></td>
472 <td class="paramtype">&#160;</td>
473 <td class="paramname">B_VAL&#160;</td>
474 </tr>
475 <tr>
476 <td></td>
477 <td>)</td>
478 <td></td><td>&#160;&#160;&#160;((min(x, (<a class="el" href="convolution9x9_8cl.xhtml#afb8c72ce35c4a1f4a2588d6573e54aa1">DATA_TYPE</a>)0.0) * (<a class="el" href="convolution9x9_8cl.xhtml#afb8c72ce35c4a1f4a2588d6573e54aa1">DATA_TYPE</a>)A_VAL) + max(x, (<a class="el" href="convolution9x9_8cl.xhtml#afb8c72ce35c4a1f4a2588d6573e54aa1">DATA_TYPE</a>)0.0))</td>
479 </tr>
480 </table>
481</div><div class="memdoc">
482
483<p class="definition">Definition at line <a class="el" href="activation__float__helpers_8h_source.xhtml#l00048">48</a> of file <a class="el" href="activation__float__helpers_8h_source.xhtml">activation_float_helpers.h</a>.</p>
484
485</div>
486</div>
487<a id="aaaa0358ab1c5e91587a81bd4e8415d8b"></a>
488<h2 class="memtitle"><span class="permalink"><a href="#aaaa0358ab1c5e91587a81bd4e8415d8b">&#9670;&nbsp;</a></span>lu_brelu_op</h2>
489
490<div class="memitem">
491<div class="memproto">
492 <table class="memname">
493 <tr>
494 <td class="memname">#define lu_brelu_op</td>
495 <td>(</td>
496 <td class="paramtype">&#160;</td>
497 <td class="paramname"><a class="el" href="convolution9x9_8cl.xhtml#afb8c72ce35c4a1f4a2588d6573e54aa1">DATA_TYPE</a>, </td>
498 </tr>
499 <tr>
500 <td class="paramkey"></td>
501 <td></td>
502 <td class="paramtype">&#160;</td>
503 <td class="paramname">x, </td>
504 </tr>
505 <tr>
506 <td class="paramkey"></td>
507 <td></td>
508 <td class="paramtype">&#160;</td>
509 <td class="paramname">A_VAL, </td>
510 </tr>
511 <tr>
512 <td class="paramkey"></td>
513 <td></td>
514 <td class="paramtype">&#160;</td>
515 <td class="paramname">B_VAL&#160;</td>
516 </tr>
517 <tr>
518 <td></td>
519 <td>)</td>
520 <td></td><td>&#160;&#160;&#160;(min(max(x, (<a class="el" href="convolution9x9_8cl.xhtml#afb8c72ce35c4a1f4a2588d6573e54aa1">DATA_TYPE</a>)B_VAL), (<a class="el" href="convolution9x9_8cl.xhtml#afb8c72ce35c4a1f4a2588d6573e54aa1">DATA_TYPE</a>)A_VAL))</td>
521 </tr>
522 </table>
523</div><div class="memdoc">
524
525<p class="definition">Definition at line <a class="el" href="activation__float__helpers_8h_source.xhtml#l00045">45</a> of file <a class="el" href="activation__float__helpers_8h_source.xhtml">activation_float_helpers.h</a>.</p>
526
527</div>
528</div>
529<a id="a8df78bbafb6073319466ffe69a01931f"></a>
530<h2 class="memtitle"><span class="permalink"><a href="#a8df78bbafb6073319466ffe69a01931f">&#9670;&nbsp;</a></span>MLA</h2>
531
532<div class="memitem">
533<div class="memproto">
534 <table class="memname">
535 <tr>
536 <td class="memname">#define MLA</td>
537 <td>(</td>
538 <td class="paramtype">&#160;</td>
539 <td class="paramname">a, </td>
540 </tr>
541 <tr>
542 <td class="paramkey"></td>
543 <td></td>
544 <td class="paramtype">&#160;</td>
545 <td class="paramname">b, </td>
546 </tr>
547 <tr>
548 <td class="paramkey"></td>
549 <td></td>
550 <td class="paramtype">&#160;</td>
551 <td class="paramname">c&#160;</td>
552 </tr>
553 <tr>
554 <td></td>
555 <td>)</td>
556 <td></td><td>&#160;&#160;&#160;((b) * (c) + (a))</td>
557 </tr>
558 </table>
559</div><div class="memdoc">
560
561<p class="definition">Definition at line <a class="el" href="activation__float__helpers_8h_source.xhtml#l00030">30</a> of file <a class="el" href="activation__float__helpers_8h_source.xhtml">activation_float_helpers.h</a>.</p>
562
563</div>
564</div>
565<a id="a3e07fff4ac8593d886877dd6ac323e41"></a>
566<h2 class="memtitle"><span class="permalink"><a href="#a3e07fff4ac8593d886877dd6ac323e41">&#9670;&nbsp;</a></span>OP</h2>
567
568<div class="memitem">
569<div class="memproto">
570 <table class="memname">
571 <tr>
572 <td class="memname">#define OP</td>
573 <td>(</td>
574 <td class="paramtype">&#160;</td>
575 <td class="paramname">op, </td>
576 </tr>
577 <tr>
578 <td class="paramkey"></td>
579 <td></td>
580 <td class="paramtype">&#160;</td>
581 <td class="paramname"><a class="el" href="convolution9x9_8cl.xhtml#afb8c72ce35c4a1f4a2588d6573e54aa1">DATA_TYPE</a>, </td>
582 </tr>
583 <tr>
584 <td class="paramkey"></td>
585 <td></td>
586 <td class="paramtype">&#160;</td>
587 <td class="paramname">x, </td>
588 </tr>
589 <tr>
590 <td class="paramkey"></td>
591 <td></td>
592 <td class="paramtype">&#160;</td>
593 <td class="paramname">A_VAL, </td>
594 </tr>
595 <tr>
596 <td class="paramkey"></td>
597 <td></td>
598 <td class="paramtype">&#160;</td>
599 <td class="paramname">B_VAL&#160;</td>
600 </tr>
601 <tr>
602 <td></td>
603 <td>)</td>
604 <td></td><td>&#160;&#160;&#160;op##_op(<a class="el" href="convolution9x9_8cl.xhtml#afb8c72ce35c4a1f4a2588d6573e54aa1">DATA_TYPE</a>, x, A_VAL, B_VAL)</td>
605 </tr>
606 </table>
607</div><div class="memdoc">
608
Jenkins0e205f72019-11-28 16:53:35 +0000[diff] [blame]609<p class="definition">Definition at line <a class="el" href="activation__float__helpers_8h_source.xhtml#l00071">71</a> of file <a class="el" href="activation__float__helpers_8h_source.xhtml">activation_float_helpers.h</a>.</p>
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611</div>
612</div>
613<a id="a5885769bd59707cdfdfaa82677ea4483"></a>
614<h2 class="memtitle"><span class="permalink"><a href="#a5885769bd59707cdfdfaa82677ea4483">&#9670;&nbsp;</a></span>relu_op</h2>
615
616<div class="memitem">
617<div class="memproto">
618 <table class="memname">
619 <tr>
620 <td class="memname">#define relu_op</td>
621 <td>(</td>
622 <td class="paramtype">&#160;</td>
623 <td class="paramname"><a class="el" href="convolution9x9_8cl.xhtml#afb8c72ce35c4a1f4a2588d6573e54aa1">DATA_TYPE</a>, </td>
624 </tr>
625 <tr>
626 <td class="paramkey"></td>
627 <td></td>
628 <td class="paramtype">&#160;</td>
629 <td class="paramname">x, </td>
630 </tr>
631 <tr>
632 <td class="paramkey"></td>
633 <td></td>
634 <td class="paramtype">&#160;</td>
635 <td class="paramname">A_VAL, </td>
636 </tr>
637 <tr>
638 <td class="paramkey"></td>
639 <td></td>
640 <td class="paramtype">&#160;</td>
641 <td class="paramname">B_VAL&#160;</td>
642 </tr>
643 <tr>
644 <td></td>
645 <td>)</td>
646 <td></td><td>&#160;&#160;&#160;(max((<a class="el" href="convolution9x9_8cl.xhtml#afb8c72ce35c4a1f4a2588d6573e54aa1">DATA_TYPE</a>)0.0, x))</td>
647 </tr>
648 </table>
649</div><div class="memdoc">
650
651<p class="definition">Definition at line <a class="el" href="activation__float__helpers_8h_source.xhtml#l00039">39</a> of file <a class="el" href="activation__float__helpers_8h_source.xhtml">activation_float_helpers.h</a>.</p>
652
653</div>
654</div>
655<a id="a43bf6bb78e61889b6a1f3f60b36d52a8"></a>
656<h2 class="memtitle"><span class="permalink"><a href="#a43bf6bb78e61889b6a1f3f60b36d52a8">&#9670;&nbsp;</a></span>sqrt_op</h2>
657
658<div class="memitem">
659<div class="memproto">
660 <table class="memname">
661 <tr>
662 <td class="memname">#define sqrt_op</td>
663 <td>(</td>
664 <td class="paramtype">&#160;</td>
665 <td class="paramname"><a class="el" href="convolution9x9_8cl.xhtml#afb8c72ce35c4a1f4a2588d6573e54aa1">DATA_TYPE</a>, </td>
666 </tr>
667 <tr>
668 <td class="paramkey"></td>
669 <td></td>
670 <td class="paramtype">&#160;</td>
671 <td class="paramname">x, </td>
672 </tr>
673 <tr>
674 <td class="paramkey"></td>
675 <td></td>
676 <td class="paramtype">&#160;</td>
677 <td class="paramname">A_VAL, </td>
678 </tr>
679 <tr>
680 <td class="paramkey"></td>
681 <td></td>
682 <td class="paramtype">&#160;</td>
683 <td class="paramname">B_VAL&#160;</td>
684 </tr>
685 <tr>
686 <td></td>
687 <td>)</td>
688 <td></td><td>&#160;&#160;&#160;(sqrt(x))</td>
689 </tr>
690 </table>
691</div><div class="memdoc">
692
Jenkins0e205f72019-11-28 16:53:35 +0000[diff] [blame]693<p class="definition">Definition at line <a class="el" href="activation__float__helpers_8h_source.xhtml#l00063">63</a> of file <a class="el" href="activation__float__helpers_8h_source.xhtml">activation_float_helpers.h</a>.</p>
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695</div>
696</div>
697<a id="a3fbe1c283cc8c5e8bd79623c760b498d"></a>
698<h2 class="memtitle"><span class="permalink"><a href="#a3fbe1c283cc8c5e8bd79623c760b498d">&#9670;&nbsp;</a></span>square_op</h2>
699
700<div class="memitem">
701<div class="memproto">
702 <table class="memname">
703 <tr>
704 <td class="memname">#define square_op</td>
705 <td>(</td>
706 <td class="paramtype">&#160;</td>
707 <td class="paramname"><a class="el" href="convolution9x9_8cl.xhtml#afb8c72ce35c4a1f4a2588d6573e54aa1">DATA_TYPE</a>, </td>
708 </tr>
709 <tr>
710 <td class="paramkey"></td>
711 <td></td>
712 <td class="paramtype">&#160;</td>
713 <td class="paramname">x, </td>
714 </tr>
715 <tr>
716 <td class="paramkey"></td>
717 <td></td>
718 <td class="paramtype">&#160;</td>
719 <td class="paramname">A_VAL, </td>
720 </tr>
721 <tr>
722 <td class="paramkey"></td>
723 <td></td>
724 <td class="paramtype">&#160;</td>
725 <td class="paramname">B_VAL&#160;</td>
726 </tr>
727 <tr>
728 <td></td>
729 <td>)</td>
730 <td></td><td>&#160;&#160;&#160;(x * x)</td>
731 </tr>
732 </table>
733</div><div class="memdoc">
734
Jenkins0e205f72019-11-28 16:53:35 +0000[diff] [blame]735<p class="definition">Definition at line <a class="el" href="activation__float__helpers_8h_source.xhtml#l00060">60</a> of file <a class="el" href="activation__float__helpers_8h_source.xhtml">activation_float_helpers.h</a>.</p>
Jenkins975dfe12019-09-02 11:47:54 +0100[diff] [blame]736
737</div>
738</div>
739<a id="a7ac4f206b54438676f70075b6d9e4a1a"></a>
740<h2 class="memtitle"><span class="permalink"><a href="#a7ac4f206b54438676f70075b6d9e4a1a">&#9670;&nbsp;</a></span>srelu_op</h2>
741
742<div class="memitem">
743<div class="memproto">
744 <table class="memname">
745 <tr>
746 <td class="memname">#define srelu_op</td>
747 <td>(</td>
748 <td class="paramtype">&#160;</td>
749 <td class="paramname"><a class="el" href="convolution9x9_8cl.xhtml#afb8c72ce35c4a1f4a2588d6573e54aa1">DATA_TYPE</a>, </td>
750 </tr>
751 <tr>
752 <td class="paramkey"></td>
753 <td></td>
754 <td class="paramtype">&#160;</td>
755 <td class="paramname">x, </td>
756 </tr>
757 <tr>
758 <td class="paramkey"></td>
759 <td></td>
760 <td class="paramtype">&#160;</td>
761 <td class="paramname">A_VAL, </td>
762 </tr>
763 <tr>
764 <td class="paramkey"></td>
765 <td></td>
766 <td class="paramtype">&#160;</td>
767 <td class="paramname">B_VAL&#160;</td>
768 </tr>
769 <tr>
770 <td></td>
771 <td>)</td>
772 <td></td><td>&#160;&#160;&#160;(log((<a class="el" href="convolution9x9_8cl.xhtml#afb8c72ce35c4a1f4a2588d6573e54aa1">DATA_TYPE</a>)1.0 + exp(x)))</td>
773 </tr>
774 </table>
775</div><div class="memdoc">
776
777<p class="definition">Definition at line <a class="el" href="activation__float__helpers_8h_source.xhtml#l00051">51</a> of file <a class="el" href="activation__float__helpers_8h_source.xhtml">activation_float_helpers.h</a>.</p>
778
779</div>
780</div>
781<a id="a0bd249f46d4fb9dc5cfcb062761c55bb"></a>
782<h2 class="memtitle"><span class="permalink"><a href="#a0bd249f46d4fb9dc5cfcb062761c55bb">&#9670;&nbsp;</a></span>tanh_op</h2>
783
784<div class="memitem">
785<div class="memproto">
786 <table class="memname">
787 <tr>
788 <td class="memname">#define tanh_op</td>
789 <td>(</td>
790 <td class="paramtype">&#160;</td>
791 <td class="paramname"><a class="el" href="convolution9x9_8cl.xhtml#afb8c72ce35c4a1f4a2588d6573e54aa1">DATA_TYPE</a>, </td>
792 </tr>
793 <tr>
794 <td class="paramkey"></td>
795 <td></td>
796 <td class="paramtype">&#160;</td>
797 <td class="paramname">x, </td>
798 </tr>
799 <tr>
800 <td class="paramkey"></td>
801 <td></td>
802 <td class="paramtype">&#160;</td>
803 <td class="paramname">A_VAL, </td>
804 </tr>
805 <tr>
806 <td class="paramkey"></td>
807 <td></td>
808 <td class="paramtype">&#160;</td>
809 <td class="paramname">B_VAL&#160;</td>
810 </tr>
811 <tr>
812 <td></td>
813 <td>)</td>
814 <td></td><td>&#160;&#160;&#160;((<a class="el" href="convolution9x9_8cl.xhtml#afb8c72ce35c4a1f4a2588d6573e54aa1">DATA_TYPE</a>)A_VAL * tanh((<a class="el" href="convolution9x9_8cl.xhtml#afb8c72ce35c4a1f4a2588d6573e54aa1">DATA_TYPE</a>)B_VAL * x))</td>
815 </tr>
816 </table>
817</div><div class="memdoc">
818
819<p class="definition">Definition at line <a class="el" href="activation__float__helpers_8h_source.xhtml#l00036">36</a> of file <a class="el" href="activation__float__helpers_8h_source.xhtml">activation_float_helpers.h</a>.</p>
820
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827 <ul>
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Jenkins575c81f2020-03-05 16:07:35 +0000[diff] [blame^]829 <li class="footer">Generated on Thu Mar 5 2020 16:07:07 for Compute Library by
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