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<a href="#pub-types">Public Types</a> &#124;
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<p>Activation Layer Information class.
<a href="classarm__compute_1_1_activation_layer_info.xhtml#details">More...</a></p>
<p><code>#include &lt;<a class="el" href="arm__compute_2core_2_types_8h_source.xhtml">Types.h</a>&gt;</code></p>
<table class="memberdecls">
<tr class="heading"><td colspan="2"><h2 class="groupheader"><a name="pub-types"></a>
Public Types</h2></td></tr>
<tr class="memitem:a56297e0f7b215eea46c818cb7528d9ea"><td class="memItemLeft" align="right" valign="top">enum &#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classarm__compute_1_1_activation_layer_info.xhtml#a56297e0f7b215eea46c818cb7528d9ea">ActivationFunction</a> { <br />
&#160;&#160;<a class="el" href="classarm__compute_1_1_activation_layer_info.xhtml#a56297e0f7b215eea46c818cb7528d9eaa72ee60fba0509af07cbbd91398d8db9d">LOGISTIC</a>,
<a class="el" href="classarm__compute_1_1_activation_layer_info.xhtml#a56297e0f7b215eea46c818cb7528d9eaa143c8c6f51b9bb893ce71e38702e3cc1">TANH</a>,
<a class="el" href="classarm__compute_1_1_activation_layer_info.xhtml#a56297e0f7b215eea46c818cb7528d9eaad346bb4679d29be241279f15d7795c1c">RELU</a>,
<a class="el" href="classarm__compute_1_1_activation_layer_info.xhtml#a56297e0f7b215eea46c818cb7528d9eaacc516ab03b98f1c908ddf6ed4a7c45e9">BOUNDED_RELU</a>,
<br />
&#160;&#160;<a class="el" href="classarm__compute_1_1_activation_layer_info.xhtml#a56297e0f7b215eea46c818cb7528d9eaadcc44a50c791a591c74e00ecdda7c58d">SOFT_RELU</a>,
<a class="el" href="classarm__compute_1_1_activation_layer_info.xhtml#a56297e0f7b215eea46c818cb7528d9eaa7d8a220d2262f9d6c658d549ee12cf2c">ABS</a>,
<a class="el" href="classarm__compute_1_1_activation_layer_info.xhtml#a56297e0f7b215eea46c818cb7528d9eaa12dec4e1f7ec620651b2b95c440ffac0">SQUARE</a>,
<a class="el" href="classarm__compute_1_1_activation_layer_info.xhtml#a56297e0f7b215eea46c818cb7528d9eaa36875f2500a09ee35d0bb7eb8c0b91b0">SQRT</a>,
<br />
&#160;&#160;<a class="el" href="classarm__compute_1_1_activation_layer_info.xhtml#a56297e0f7b215eea46c818cb7528d9eaaaac544aacc3615aada24897a215f5046">LINEAR</a>
<br />
}<tr class="memdesc:a56297e0f7b215eea46c818cb7528d9ea"><td class="mdescLeft">&#160;</td><td class="mdescRight">Available activation functions. <a href="classarm__compute_1_1_activation_layer_info.xhtml#a56297e0f7b215eea46c818cb7528d9ea">More...</a><br /></td></tr>
</td></tr>
<tr class="separator:a56297e0f7b215eea46c818cb7528d9ea"><td class="memSeparator" colspan="2">&#160;</td></tr>
</table><table class="memberdecls">
<tr class="heading"><td colspan="2"><h2 class="groupheader"><a name="pub-methods"></a>
Public Member Functions</h2></td></tr>
<tr class="memitem:af56abff12f887fddfa02e0bc18a318a1"><td class="memItemLeft" align="right" valign="top">&#160;</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>
<tr class="memdesc:af56abff12f887fddfa02e0bc18a318a1"><td class="mdescLeft">&#160;</td><td class="mdescRight">Default Constructor. <a href="#af56abff12f887fddfa02e0bc18a318a1">More...</a><br /></td></tr>
<tr class="separator:af56abff12f887fddfa02e0bc18a318a1"><td class="memSeparator" colspan="2">&#160;</td></tr>
<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>&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classarm__compute_1_1_activation_layer_info.xhtml#a63e05ce4946dd9807c005c1619fa337a">activation</a> () const </td></tr>
<tr class="separator:a63e05ce4946dd9807c005c1619fa337a"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a55beddf67f69fc5312961b1b112560fb"><td class="memItemLeft" align="right" valign="top">float&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classarm__compute_1_1_activation_layer_info.xhtml#a55beddf67f69fc5312961b1b112560fb">a</a> () const </td></tr>
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<tr class="memitem:af28869d53fbe340640044d672b29ba7c"><td class="memItemLeft" align="right" valign="top">float&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classarm__compute_1_1_activation_layer_info.xhtml#af28869d53fbe340640044d672b29ba7c">b</a> () const </td></tr>
<tr class="separator:af28869d53fbe340640044d672b29ba7c"><td class="memSeparator" colspan="2">&#160;</td></tr>
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<a name="details" id="details"></a><h2 class="groupheader">Detailed Description</h2>
<div class="textblock"><p>Activation Layer Information class. </p>
<p>Definition at line <a class="el" href="arm__compute_2core_2_types_8h_source.xhtml#l00458">458</a> of file <a class="el" href="arm__compute_2core_2_types_8h_source.xhtml">Types.h</a>.</p>
</div><h2 class="groupheader">Member Enumeration Documentation</h2>
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<td class="memname">enum <a class="el" href="classarm__compute_1_1_activation_layer_info.xhtml#a56297e0f7b215eea46c818cb7528d9ea">ActivationFunction</a></td>
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<span class="mlabels"><span class="mlabel">strong</span></span> </td>
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<p>Available activation functions. </p>
<table class="fieldtable">
<tr><th colspan="2">Enumerator</th></tr><tr><td class="fieldname"><a class="anchor" id="a56297e0f7b215eea46c818cb7528d9eaa72ee60fba0509af07cbbd91398d8db9d"></a>LOGISTIC&#160;</td><td class="fielddoc">
<p>Logistic. </p>
</td></tr>
<tr><td class="fieldname"><a class="anchor" id="a56297e0f7b215eea46c818cb7528d9eaa143c8c6f51b9bb893ce71e38702e3cc1"></a>TANH&#160;</td><td class="fielddoc">
<p>Hyperbolic tangent. </p>
</td></tr>
<tr><td class="fieldname"><a class="anchor" id="a56297e0f7b215eea46c818cb7528d9eaad346bb4679d29be241279f15d7795c1c"></a>RELU&#160;</td><td class="fielddoc">
<p>Rectifier. </p>
</td></tr>
<tr><td class="fieldname"><a class="anchor" id="a56297e0f7b215eea46c818cb7528d9eaacc516ab03b98f1c908ddf6ed4a7c45e9"></a>BOUNDED_RELU&#160;</td><td class="fielddoc">
<p>Bounded Rectifier. </p>
</td></tr>
<tr><td class="fieldname"><a class="anchor" id="a56297e0f7b215eea46c818cb7528d9eaadcc44a50c791a591c74e00ecdda7c58d"></a>SOFT_RELU&#160;</td><td class="fielddoc">
<p>Soft Rectifier. </p>
</td></tr>
<tr><td class="fieldname"><a class="anchor" id="a56297e0f7b215eea46c818cb7528d9eaa7d8a220d2262f9d6c658d549ee12cf2c"></a>ABS&#160;</td><td class="fielddoc">
<p>Absolute. </p>
</td></tr>
<tr><td class="fieldname"><a class="anchor" id="a56297e0f7b215eea46c818cb7528d9eaa12dec4e1f7ec620651b2b95c440ffac0"></a>SQUARE&#160;</td><td class="fielddoc">
<p>Square. </p>
</td></tr>
<tr><td class="fieldname"><a class="anchor" id="a56297e0f7b215eea46c818cb7528d9eaa36875f2500a09ee35d0bb7eb8c0b91b0"></a>SQRT&#160;</td><td class="fielddoc">
<p>Square root. </p>
</td></tr>
<tr><td class="fieldname"><a class="anchor" id="a56297e0f7b215eea46c818cb7528d9eaaaac544aacc3615aada24897a215f5046"></a>LINEAR&#160;</td><td class="fielddoc">
<p>Linear. </p>
</td></tr>
</table>
<p>Definition at line <a class="el" href="arm__compute_2core_2_types_8h_source.xhtml#l00462">462</a> of file <a class="el" href="arm__compute_2core_2_types_8h_source.xhtml">Types.h</a>.</p>
<div class="fragment"><div class="line"><a name="l00463"></a><span class="lineno"> 463</span>&#160; {</div><div class="line"><a name="l00464"></a><span class="lineno"> 464</span>&#160; LOGISTIC, </div><div class="line"><a name="l00465"></a><span class="lineno"> 465</span>&#160; TANH, </div><div class="line"><a name="l00466"></a><span class="lineno"> 466</span>&#160; RELU, </div><div class="line"><a name="l00467"></a><span class="lineno"> 467</span>&#160; BOUNDED_RELU, </div><div class="line"><a name="l00468"></a><span class="lineno"> 468</span>&#160; SOFT_RELU, </div><div class="line"><a name="l00469"></a><span class="lineno"> 469</span>&#160; ABS, </div><div class="line"><a name="l00470"></a><span class="lineno"> 470</span>&#160; SQUARE, </div><div class="line"><a name="l00471"></a><span class="lineno"> 471</span>&#160; SQRT, </div><div class="line"><a name="l00472"></a><span class="lineno"> 472</span>&#160; LINEAR </div><div class="line"><a name="l00473"></a><span class="lineno"> 473</span>&#160; };</div></div><!-- fragment -->
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<h2 class="groupheader">Constructor &amp; Destructor Documentation</h2>
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<td class="memname"><a class="el" href="classarm__compute_1_1_activation_layer_info.xhtml">ActivationLayerInfo</a> </td>
<td>(</td>
<td class="paramtype"><a class="el" href="classarm__compute_1_1_activation_layer_info.xhtml#a56297e0f7b215eea46c818cb7528d9ea">ActivationFunction</a>&#160;</td>
<td class="paramname"><em>f</em>, </td>
</tr>
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<td class="paramkey"></td>
<td></td>
<td class="paramtype">float&#160;</td>
<td class="paramname"><em>a</em> = <code>0.0f</code>, </td>
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<td class="paramkey"></td>
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<td class="paramtype">float&#160;</td>
<td class="paramname"><em>b</em> = <code>0.0f</code>&#160;</td>
</tr>
<tr>
<td></td>
<td>)</td>
<td></td><td></td>
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<span class="mlabels"><span class="mlabel">inline</span></span> </td>
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<p>Default Constructor. </p>
<dl class="params"><dt>Parameters</dt><dd>
<table class="params">
<tr><td class="paramdir">[in]</td><td class="paramname">f</td><td>The activation function to use. </td></tr>
<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>
<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>
</table>
</dd>
</dl>
<p>Definition at line <a class="el" href="arm__compute_2core_2_types_8h_source.xhtml#l00482">482</a> of file <a class="el" href="arm__compute_2core_2_types_8h_source.xhtml">Types.h</a>.</p>
<div class="fragment"><div class="line"><a name="l00483"></a><span class="lineno"> 483</span>&#160; : _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="l00484"></a><span class="lineno"> 484</span>&#160; {</div><div class="line"><a name="l00485"></a><span class="lineno"> 485</span>&#160; }</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="arm__compute_2core_2_types_8h_source.xhtml#l00494">Types.h:494</a></div></div>
<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="arm__compute_2core_2_types_8h_source.xhtml#l00490">Types.h:490</a></div></div>
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<h2 class="groupheader">Member Function Documentation</h2>
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<td class="memname">float a </td>
<td>(</td>
<td class="paramname"></td><td>)</td>
<td> const</td>
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<span class="mlabels"><span class="mlabel">inline</span></span> </td>
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<p>Definition at line <a class="el" href="arm__compute_2core_2_types_8h_source.xhtml#l00490">490</a> of file <a class="el" href="arm__compute_2core_2_types_8h_source.xhtml">Types.h</a>.</p>
<p>Referenced by <a class="el" href="_tensor_operations_8h_source.xhtml#l00686">arm_compute::test::validation::tensor_operations::activation_layer()</a>.</p>
<div class="fragment"><div class="line"><a name="l00491"></a><span class="lineno"> 491</span>&#160; {</div><div class="line"><a name="l00492"></a><span class="lineno"> 492</span>&#160; <span class="keywordflow">return</span> _a;</div><div class="line"><a name="l00493"></a><span class="lineno"> 493</span>&#160; }</div></div><!-- fragment -->
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<td class="memname"><a class="el" href="classarm__compute_1_1_activation_layer_info.xhtml#a56297e0f7b215eea46c818cb7528d9ea">ActivationFunction</a> activation </td>
<td>(</td>
<td class="paramname"></td><td>)</td>
<td> const</td>
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<p>Definition at line <a class="el" href="arm__compute_2core_2_types_8h_source.xhtml#l00486">486</a> of file <a class="el" href="arm__compute_2core_2_types_8h_source.xhtml">Types.h</a>.</p>
<p>Referenced by <a class="el" href="_tensor_operations_8h_source.xhtml#l00686">arm_compute::test::validation::tensor_operations::activation_layer()</a>, <a class="el" href="_reference_8cpp_source.xhtml#l00331">Reference::compute_reference_activation_layer()</a>, and <a class="el" href="_activation_layer_dataset_8h_source.xhtml#l00047">ActivationLayerDataObject::operator std::string()</a>.</p>
<div class="fragment"><div class="line"><a name="l00487"></a><span class="lineno"> 487</span>&#160; {</div><div class="line"><a name="l00488"></a><span class="lineno"> 488</span>&#160; <span class="keywordflow">return</span> _act;</div><div class="line"><a name="l00489"></a><span class="lineno"> 489</span>&#160; }</div></div><!-- fragment -->
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<td class="memname">float b </td>
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<p>Definition at line <a class="el" href="arm__compute_2core_2_types_8h_source.xhtml#l00494">494</a> of file <a class="el" href="arm__compute_2core_2_types_8h_source.xhtml">Types.h</a>.</p>
<p>Referenced by <a class="el" href="_tensor_operations_8h_source.xhtml#l00686">arm_compute::test::validation::tensor_operations::activation_layer()</a>.</p>
<div class="fragment"><div class="line"><a name="l00495"></a><span class="lineno"> 495</span>&#160; {</div><div class="line"><a name="l00496"></a><span class="lineno"> 496</span>&#160; <span class="keywordflow">return</span> _b;</div><div class="line"><a name="l00497"></a><span class="lineno"> 497</span>&#160; }</div></div><!-- fragment -->
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<hr/>The documentation for this class was generated from the following file:<ul>
<li>arm_compute/core/<a class="el" href="arm__compute_2core_2_types_8h_source.xhtml">Types.h</a></li>
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<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>
<li class="footer">Generated on Fri Jun 23 2017 15:44:34 for Compute Library by
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