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43  <span id="projectnumber">17.04</span>
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118 <a href="#pub-types">Public Types</a> |
119 <a href="#pub-methods">Public Member Functions</a> </div>
120 <div class="headertitle">
121 <div class="title">ActivationLayerInfo Class Reference</div> </div>
123 <div class="contents">
125 <p>Activation Layer Information class.
126 <a href="classarm__compute_1_1_activation_layer_info.xhtml#details">More...</a></p>
128 <p><code>#include <<a class="el" href="_types_8h_source.xhtml">Types.h</a>></code></p>
129 <table class="memberdecls">
130 <tr class="heading"><td colspan="2"><h2 class="groupheader"><a name="pub-types"></a>
131 Public Types</h2></td></tr>
132 <tr class="memitem:a56297e0f7b215eea46c818cb7528d9ea"><td class="memItemLeft" align="right" valign="top">enum  </td><td class="memItemRight" valign="bottom"><a class="el" href="classarm__compute_1_1_activation_layer_info.xhtml#a56297e0f7b215eea46c818cb7528d9ea">ActivationFunction</a> { <br />
133   <a class="el" href="classarm__compute_1_1_activation_layer_info.xhtml#a56297e0f7b215eea46c818cb7528d9eaa72ee60fba0509af07cbbd91398d8db9d">LOGISTIC</a>,
134 <a class="el" href="classarm__compute_1_1_activation_layer_info.xhtml#a56297e0f7b215eea46c818cb7528d9eaa143c8c6f51b9bb893ce71e38702e3cc1">TANH</a>,
135 <a class="el" href="classarm__compute_1_1_activation_layer_info.xhtml#a56297e0f7b215eea46c818cb7528d9eaad346bb4679d29be241279f15d7795c1c">RELU</a>,
136 <a class="el" href="classarm__compute_1_1_activation_layer_info.xhtml#a56297e0f7b215eea46c818cb7528d9eaacc516ab03b98f1c908ddf6ed4a7c45e9">BOUNDED_RELU</a>,
138   <a class="el" href="classarm__compute_1_1_activation_layer_info.xhtml#a56297e0f7b215eea46c818cb7528d9eaadcc44a50c791a591c74e00ecdda7c58d">SOFT_RELU</a>,
139 <a class="el" href="classarm__compute_1_1_activation_layer_info.xhtml#a56297e0f7b215eea46c818cb7528d9eaa7d8a220d2262f9d6c658d549ee12cf2c">ABS</a>,
140 <a class="el" href="classarm__compute_1_1_activation_layer_info.xhtml#a56297e0f7b215eea46c818cb7528d9eaa12dec4e1f7ec620651b2b95c440ffac0">SQUARE</a>,
141 <a class="el" href="classarm__compute_1_1_activation_layer_info.xhtml#a56297e0f7b215eea46c818cb7528d9eaa36875f2500a09ee35d0bb7eb8c0b91b0">SQRT</a>,
143   <a class="el" href="classarm__compute_1_1_activation_layer_info.xhtml#a56297e0f7b215eea46c818cb7528d9eaaaac544aacc3615aada24897a215f5046">LINEAR</a>
145 }<tr class="memdesc:a56297e0f7b215eea46c818cb7528d9ea"><td class="mdescLeft"> </td><td class="mdescRight">Available activation functions. <a href="classarm__compute_1_1_activation_layer_info.xhtml#a56297e0f7b215eea46c818cb7528d9ea">More...</a><br /></td></tr>
147 <tr class="separator:a56297e0f7b215eea46c818cb7528d9ea"><td class="memSeparator" colspan="2"> </td></tr>
148 </table><table class="memberdecls">
149 <tr class="heading"><td colspan="2"><h2 class="groupheader"><a name="pub-methods"></a>
150 Public Member Functions</h2></td></tr>
151 <tr class="memitem:af56abff12f887fddfa02e0bc18a318a1"><td class="memItemLeft" align="right" valign="top"> </td><td class="memItemRight" valign="bottom"><a class="el" href="classarm__compute_1_1_activation_layer_info.xhtml#af56abff12f887fddfa02e0bc18a318a1">ActivationLayerInfo</a> (<a class="el" href="classarm__compute_1_1_activation_layer_info.xhtml#a56297e0f7b215eea46c818cb7528d9ea">ActivationFunction</a> f, float <a class="el" href="classarm__compute_1_1_activation_layer_info.xhtml#a55beddf67f69fc5312961b1b112560fb">a</a>=0.0f, float b=0.0f)</td></tr>
152 <tr class="memdesc:af56abff12f887fddfa02e0bc18a318a1"><td class="mdescLeft"> </td><td class="mdescRight">Default Constructor. <a href="#af56abff12f887fddfa02e0bc18a318a1">More...</a><br /></td></tr>
153 <tr class="separator:af56abff12f887fddfa02e0bc18a318a1"><td class="memSeparator" colspan="2"> </td></tr>
154 <tr class="memitem:a63e05ce4946dd9807c005c1619fa337a"><td class="memItemLeft" align="right" valign="top"><a class="el" href="classarm__compute_1_1_activation_layer_info.xhtml#a56297e0f7b215eea46c818cb7528d9ea">ActivationFunction</a> </td><td class="memItemRight" valign="bottom"><a class="el" href="classarm__compute_1_1_activation_layer_info.xhtml#a63e05ce4946dd9807c005c1619fa337a">activation</a> () const </td></tr>
155 <tr class="separator:a63e05ce4946dd9807c005c1619fa337a"><td class="memSeparator" colspan="2"> </td></tr>
156 <tr class="memitem:a55beddf67f69fc5312961b1b112560fb"><td class="memItemLeft" align="right" valign="top">float </td><td class="memItemRight" valign="bottom"><a class="el" href="classarm__compute_1_1_activation_layer_info.xhtml#a55beddf67f69fc5312961b1b112560fb">a</a> () const </td></tr>
157 <tr class="separator:a55beddf67f69fc5312961b1b112560fb"><td class="memSeparator" colspan="2"> </td></tr>
158 <tr class="memitem:af28869d53fbe340640044d672b29ba7c"><td class="memItemLeft" align="right" valign="top">float </td><td class="memItemRight" valign="bottom"><a class="el" href="classarm__compute_1_1_activation_layer_info.xhtml#af28869d53fbe340640044d672b29ba7c">b</a> () const </td></tr>
159 <tr class="separator:af28869d53fbe340640044d672b29ba7c"><td class="memSeparator" colspan="2"> </td></tr>
161 <a name="details" id="details"></a><h2 class="groupheader">Detailed Description</h2>
162 <div class="textblock"><p>Activation Layer Information class. </p>
164 <p>Definition at line <a class="el" href="_types_8h_source.xhtml#l00434">434</a> of file <a class="el" href="_types_8h_source.xhtml">Types.h</a>.</p>
165 </div><h2 class="groupheader">Member Enumeration Documentation</h2>
166 <a class="anchor" id="a56297e0f7b215eea46c818cb7528d9ea"></a>
167 <div class="memitem">
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171 <td class="mlabels-left">
172 <table class="memname">
174 <td class="memname">enum <a class="el" href="classarm__compute_1_1_activation_layer_info.xhtml#a56297e0f7b215eea46c818cb7528d9ea">ActivationFunction</a></td>
178 <td class="mlabels-right">
179 <span class="mlabels"><span class="mlabel">strong</span></span> </td>
182 </div><div class="memdoc">
184 <p>Available activation functions. </p>
185 <table class="fieldtable">
186 <tr><th colspan="2">Enumerator</th></tr><tr><td class="fieldname"><a class="anchor" id="a56297e0f7b215eea46c818cb7528d9eaa72ee60fba0509af07cbbd91398d8db9d"></a>LOGISTIC </td><td class="fielddoc">
189 <tr><td class="fieldname"><a class="anchor" id="a56297e0f7b215eea46c818cb7528d9eaa143c8c6f51b9bb893ce71e38702e3cc1"></a>TANH </td><td class="fielddoc">
190 <p>Hyperbolic tangent. </p>
192 <tr><td class="fieldname"><a class="anchor" id="a56297e0f7b215eea46c818cb7528d9eaad346bb4679d29be241279f15d7795c1c"></a>RELU </td><td class="fielddoc">
195 <tr><td class="fieldname"><a class="anchor" id="a56297e0f7b215eea46c818cb7528d9eaacc516ab03b98f1c908ddf6ed4a7c45e9"></a>BOUNDED_RELU </td><td class="fielddoc">
196 <p>Bounded Rectifier. </p>
198 <tr><td class="fieldname"><a class="anchor" id="a56297e0f7b215eea46c818cb7528d9eaadcc44a50c791a591c74e00ecdda7c58d"></a>SOFT_RELU </td><td class="fielddoc">
199 <p>Soft Rectifier. </p>
201 <tr><td class="fieldname"><a class="anchor" id="a56297e0f7b215eea46c818cb7528d9eaa7d8a220d2262f9d6c658d549ee12cf2c"></a>ABS </td><td class="fielddoc">
204 <tr><td class="fieldname"><a class="anchor" id="a56297e0f7b215eea46c818cb7528d9eaa12dec4e1f7ec620651b2b95c440ffac0"></a>SQUARE </td><td class="fielddoc">
207 <tr><td class="fieldname"><a class="anchor" id="a56297e0f7b215eea46c818cb7528d9eaa36875f2500a09ee35d0bb7eb8c0b91b0"></a>SQRT </td><td class="fielddoc">
210 <tr><td class="fieldname"><a class="anchor" id="a56297e0f7b215eea46c818cb7528d9eaaaac544aacc3615aada24897a215f5046"></a>LINEAR </td><td class="fielddoc">
215 <p>Definition at line <a class="el" href="_types_8h_source.xhtml#l00438">438</a> of file <a class="el" href="_types_8h_source.xhtml">Types.h</a>.</p>
216 <div class="fragment"><div class="line"><a name="l00439"></a><span class="lineno"> 439</span>  {</div><div class="line"><a name="l00440"></a><span class="lineno"> 440</span>  LOGISTIC, </div><div class="line"><a name="l00441"></a><span class="lineno"> 441</span>  TANH, </div><div class="line"><a name="l00442"></a><span class="lineno"> 442</span>  RELU, </div><div class="line"><a name="l00443"></a><span class="lineno"> 443</span>  BOUNDED_RELU, </div><div class="line"><a name="l00444"></a><span class="lineno"> 444</span>  SOFT_RELU, </div><div class="line"><a name="l00445"></a><span class="lineno"> 445</span>  ABS, </div><div class="line"><a name="l00446"></a><span class="lineno"> 446</span>  SQUARE, </div><div class="line"><a name="l00447"></a><span class="lineno"> 447</span>  SQRT, </div><div class="line"><a name="l00448"></a><span class="lineno"> 448</span>  LINEAR </div><div class="line"><a name="l00449"></a><span class="lineno"> 449</span>  };</div></div><!-- fragment -->
219 <h2 class="groupheader">Constructor & Destructor Documentation</h2>
220 <a class="anchor" id="af56abff12f887fddfa02e0bc18a318a1"></a>
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225 <td class="mlabels-left">
226 <table class="memname">
228 <td class="memname"><a class="el" href="classarm__compute_1_1_activation_layer_info.xhtml">ActivationLayerInfo</a> </td>
230 <td class="paramtype"><a class="el" href="classarm__compute_1_1_activation_layer_info.xhtml#a56297e0f7b215eea46c818cb7528d9ea">ActivationFunction</a> </td>
231 <td class="paramname"><em>f</em>, </td>
234 <td class="paramkey"></td>
236 <td class="paramtype">float </td>
237 <td class="paramname"><em>a</em> = <code>0.0f</code>, </td>
240 <td class="paramkey"></td>
242 <td class="paramtype">float </td>
243 <td class="paramname"><em>b</em> = <code>0.0f</code> </td>
252 <td class="mlabels-right">
253 <span class="mlabels"><span class="mlabel">inline</span></span> </td>
256 </div><div class="memdoc">
258 <p>Default Constructor. </p>
259 <dl class="params"><dt>Parameters</dt><dd>
260 <table class="params">
261 <tr><td class="paramdir">[in]</td><td class="paramname">f</td><td>The activation function to use. </td></tr>
262 <tr><td class="paramdir">[in]</td><td class="paramname">a</td><td>(Optional) The alpha parameter used by some activation functions (<a class="el" href="classarm__compute_1_1_activation_layer_info.xhtml#a56297e0f7b215eea46c818cb7528d9eaacc516ab03b98f1c908ddf6ed4a7c45e9">ActivationFunction::BOUNDED_RELU</a>, <a class="el" href="classarm__compute_1_1_activation_layer_info.xhtml#a56297e0f7b215eea46c818cb7528d9eaaaac544aacc3615aada24897a215f5046">ActivationFunction::LINEAR</a>, <a class="el" href="classarm__compute_1_1_activation_layer_info.xhtml#a56297e0f7b215eea46c818cb7528d9eaa143c8c6f51b9bb893ce71e38702e3cc1">ActivationFunction::TANH</a>). </td></tr>
263 <tr><td class="paramdir">[in]</td><td class="paramname">b</td><td>(Optional) The beta parameter used by some activation functions (<a class="el" href="classarm__compute_1_1_activation_layer_info.xhtml#a56297e0f7b215eea46c818cb7528d9eaaaac544aacc3615aada24897a215f5046">ActivationFunction::LINEAR</a>, <a class="el" href="classarm__compute_1_1_activation_layer_info.xhtml#a56297e0f7b215eea46c818cb7528d9eaa143c8c6f51b9bb893ce71e38702e3cc1">ActivationFunction::TANH</a>). </td></tr>
268 <p>Definition at line <a class="el" href="_types_8h_source.xhtml#l00458">458</a> of file <a class="el" href="_types_8h_source.xhtml">Types.h</a>.</p>
269 <div class="fragment"><div class="line"><a name="l00459"></a><span class="lineno"> 459</span>  : _act(f), _a(<a class="code" href="classarm__compute_1_1_activation_layer_info.xhtml#a55beddf67f69fc5312961b1b112560fb">a</a>), _b(<a class="code" href="classarm__compute_1_1_activation_layer_info.xhtml#af28869d53fbe340640044d672b29ba7c">b</a>)</div><div class="line"><a name="l00460"></a><span class="lineno"> 460</span>  {</div><div class="line"><a name="l00461"></a><span class="lineno"> 461</span>  }</div><div class="ttc" id="classarm__compute_1_1_activation_layer_info_xhtml_af28869d53fbe340640044d672b29ba7c"><div class="ttname"><a href="classarm__compute_1_1_activation_layer_info.xhtml#af28869d53fbe340640044d672b29ba7c">arm_compute::ActivationLayerInfo::b</a></div><div class="ttdeci">float b() const </div><div class="ttdef"><b>Definition:</b> <a href="_types_8h_source.xhtml#l00470">Types.h:470</a></div></div>
270 <div class="ttc" id="classarm__compute_1_1_activation_layer_info_xhtml_a55beddf67f69fc5312961b1b112560fb"><div class="ttname"><a href="classarm__compute_1_1_activation_layer_info.xhtml#a55beddf67f69fc5312961b1b112560fb">arm_compute::ActivationLayerInfo::a</a></div><div class="ttdeci">float a() const </div><div class="ttdef"><b>Definition:</b> <a href="_types_8h_source.xhtml#l00466">Types.h:466</a></div></div>
271 </div><!-- fragment -->
274 <h2 class="groupheader">Member Function Documentation</h2>
275 <a class="anchor" id="a55beddf67f69fc5312961b1b112560fb"></a>
276 <div class="memitem">
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283 <td class="memname">float a </td>
285 <td class="paramname"></td><td>)</td>
290 <td class="mlabels-right">
291 <span class="mlabels"><span class="mlabel">inline</span></span> </td>
294 </div><div class="memdoc">
296 <p>Definition at line <a class="el" href="_types_8h_source.xhtml#l00466">466</a> of file <a class="el" href="_types_8h_source.xhtml">Types.h</a>.</p>
297 <div class="fragment"><div class="line"><a name="l00467"></a><span class="lineno"> 467</span>  {</div><div class="line"><a name="l00468"></a><span class="lineno"> 468</span>  <span class="keywordflow">return</span> _a;</div><div class="line"><a name="l00469"></a><span class="lineno"> 469</span>  }</div></div><!-- fragment -->
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308 <td class="memname"><a class="el" href="classarm__compute_1_1_activation_layer_info.xhtml#a56297e0f7b215eea46c818cb7528d9ea">ActivationFunction</a> activation </td>
310 <td class="paramname"></td><td>)</td>
315 <td class="mlabels-right">
316 <span class="mlabels"><span class="mlabel">inline</span></span> </td>
319 </div><div class="memdoc">
321 <p>Definition at line <a class="el" href="_types_8h_source.xhtml#l00462">462</a> of file <a class="el" href="_types_8h_source.xhtml">Types.h</a>.</p>
322 <div class="fragment"><div class="line"><a name="l00463"></a><span class="lineno"> 463</span>  {</div><div class="line"><a name="l00464"></a><span class="lineno"> 464</span>  <span class="keywordflow">return</span> _act;</div><div class="line"><a name="l00465"></a><span class="lineno"> 465</span>  }</div></div><!-- fragment -->
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333 <td class="memname">float b </td>
335 <td class="paramname"></td><td>)</td>
340 <td class="mlabels-right">
341 <span class="mlabels"><span class="mlabel">inline</span></span> </td>
344 </div><div class="memdoc">
346 <p>Definition at line <a class="el" href="_types_8h_source.xhtml#l00470">470</a> of file <a class="el" href="_types_8h_source.xhtml">Types.h</a>.</p>
347 <div class="fragment"><div class="line"><a name="l00471"></a><span class="lineno"> 471</span>  {</div><div class="line"><a name="l00472"></a><span class="lineno"> 472</span>  <span class="keywordflow">return</span> _b;</div><div class="line"><a name="l00473"></a><span class="lineno"> 473</span>  }</div></div><!-- fragment -->
350 <hr/>The documentation for this class was generated from the following file:<ul>
351 <li>arm_compute/core/<a class="el" href="_types_8h_source.xhtml">Types.h</a></li>
353 </div><!-- contents -->
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358 <li class="navelem"><a class="el" href="namespacearm__compute.xhtml">arm_compute</a></li><li class="navelem"><a class="el" href="classarm__compute_1_1_activation_layer_info.xhtml">ActivationLayerInfo</a></li>
359 <li class="footer">Generated on Wed Apr 12 2017 14:26:05 for ARM Compute Library by
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361 <img class="footer" src="doxygen.png" alt="doxygen"/></a> 1.8.11 </li>