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<div class="subTitle"><span class="packageLabelInType">Package</span>&nbsp;<a href="package-summary.html">org.apache.sysds.runtime.functionobjects</a></div>
<h2 title="Class Builtin" class="title">Class Builtin</h2>
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<li><a href="https://docs.oracle.com/en/java/javase/11/docs/api/java.base/java/lang/Object.html?is-external=true" title="class or interface in java.lang" class="externalLink">java.lang.Object</a></li>
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<li><a href="FunctionObject.html" title="class in org.apache.sysds.runtime.functionobjects">org.apache.sysds.runtime.functionobjects.FunctionObject</a></li>
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<pre>public class <span class="typeNameLabel">Builtin</span>
extends <a href="ValueFunction.html" title="class in org.apache.sysds.runtime.functionobjects">ValueFunction</a></pre>
<div class="block">Class with pre-defined set of objects. This class can not be instantiated elsewhere.
Notes on commons.math FastMath:
* FastMath uses lookup tables and interpolation instead of native calls.
* The memory overhead for those tables is roughly 48KB in total (acceptable)
* Micro and application benchmarks showed significantly (30%-3x) performance improvements
for most operations; without loss of accuracy.
* atan / sqrt were 20% slower in FastMath and hence, we use Math there
* round / abs were equivalent in FastMath and hence, we use Math there
* Finally, there is just one argument against FastMath - The comparison heavily depends
on the JVM. For example, currently the IBM JDK JIT compiles to HW instructions for sqrt
which makes this operation very efficient; as soon as other operations like log/exp are
similarly compiled, we should rerun the micro benchmarks, and switch back if necessary.</div>
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<dt><span class="seeLabel">See Also:</span></dt>
<dd><a href="../../../../../serialized-form.html#org.apache.sysds.runtime.functionobjects.Builtin">Serialized Form</a></dd>
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<td class="colFirst"><code>static class&nbsp;</code></td>
<th class="colSecond" scope="row"><code><span class="memberNameLink"><a href="Builtin.BuiltinCode.html" title="enum in org.apache.sysds.runtime.functionobjects">Builtin.BuiltinCode</a></span></code></th>
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<td class="colFirst"><code><a href="Builtin.BuiltinCode.html" title="enum in org.apache.sysds.runtime.functionobjects">Builtin.BuiltinCode</a></code></td>
<th class="colSecond" scope="row"><code><span class="memberNameLink"><a href="#bFunc">bFunc</a></span></code></th>
<td class="colLast">&nbsp;</td>
</tr>
<tr class="rowColor">
<td class="colFirst"><code>static <a href="https://docs.oracle.com/en/java/javase/11/docs/api/java.base/java/util/HashMap.html?is-external=true" title="class or interface in java.util" class="externalLink">HashMap</a>&lt;<a href="https://docs.oracle.com/en/java/javase/11/docs/api/java.base/java/lang/String.html?is-external=true" title="class or interface in java.lang" class="externalLink">String</a>,&#8203;<a href="Builtin.BuiltinCode.html" title="enum in org.apache.sysds.runtime.functionobjects">Builtin.BuiltinCode</a>&gt;</code></td>
<th class="colSecond" scope="row"><code><span class="memberNameLink"><a href="#String2BuiltinCode">String2BuiltinCode</a></span></code></th>
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<caption><span id="t0" class="activeTableTab"><span>All Methods</span><span class="tabEnd">&nbsp;</span></span><span id="t1" class="tableTab"><span><a href="javascript:show(1);">Static Methods</a></span><span class="tabEnd">&nbsp;</span></span><span id="t2" class="tableTab"><span><a href="javascript:show(2);">Instance Methods</a></span><span class="tabEnd">&nbsp;</span></span><span id="t4" class="tableTab"><span><a href="javascript:show(8);">Concrete Methods</a></span><span class="tabEnd">&nbsp;</span></span></caption>
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<th class="colFirst" scope="col">Modifier and Type</th>
<th class="colSecond" scope="col">Method</th>
<th class="colLast" scope="col">Description</th>
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<td class="colFirst"><code>double</code></td>
<th class="colSecond" scope="row"><code><span class="memberNameLink"><a href="#execute(double)">execute</a></span>&#8203;(double&nbsp;in)</code></th>
<td class="colLast">&nbsp;</td>
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<tr id="i1" class="rowColor">
<td class="colFirst"><code>double</code></td>
<th class="colSecond" scope="row"><code><span class="memberNameLink"><a href="#execute(double,double)">execute</a></span>&#8203;(double&nbsp;in1,
double&nbsp;in2)</code></th>
<td class="colLast">&nbsp;</td>
</tr>
<tr id="i2" class="altColor">
<td class="colFirst"><code>double</code></td>
<th class="colSecond" scope="row"><code><span class="memberNameLink"><a href="#execute(long)">execute</a></span>&#8203;(long&nbsp;in)</code></th>
<td class="colLast">&nbsp;</td>
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<tr id="i3" class="rowColor">
<td class="colFirst"><code>double</code></td>
<th class="colSecond" scope="row"><code><span class="memberNameLink"><a href="#execute(long,long)">execute</a></span>&#8203;(long&nbsp;in1,
long&nbsp;in2)</code></th>
<td class="colLast">&nbsp;</td>
</tr>
<tr id="i4" class="altColor">
<td class="colFirst"><code><a href="https://docs.oracle.com/en/java/javase/11/docs/api/java.base/java/lang/String.html?is-external=true" title="class or interface in java.lang" class="externalLink">String</a></code></td>
<th class="colSecond" scope="row"><code><span class="memberNameLink"><a href="#execute(java.lang.String)">execute</a></span>&#8203;(<a href="https://docs.oracle.com/en/java/javase/11/docs/api/java.base/java/lang/String.html?is-external=true" title="class or interface in java.lang" class="externalLink">String</a>&nbsp;in1)</code></th>
<td class="colLast">&nbsp;</td>
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<tr id="i5" class="rowColor">
<td class="colFirst"><code><a href="Builtin.BuiltinCode.html" title="enum in org.apache.sysds.runtime.functionobjects">Builtin.BuiltinCode</a></code></td>
<th class="colSecond" scope="row"><code><span class="memberNameLink"><a href="#getBuiltinCode()">getBuiltinCode</a></span>()</code></th>
<td class="colLast">&nbsp;</td>
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<tr id="i6" class="altColor">
<td class="colFirst"><code>static <a href="Builtin.html" title="class in org.apache.sysds.runtime.functionobjects">Builtin</a></code></td>
<th class="colSecond" scope="row"><code><span class="memberNameLink"><a href="#getBuiltinFnObject(java.lang.String)">getBuiltinFnObject</a></span>&#8203;(<a href="https://docs.oracle.com/en/java/javase/11/docs/api/java.base/java/lang/String.html?is-external=true" title="class or interface in java.lang" class="externalLink">String</a>&nbsp;str)</code></th>
<td class="colLast">&nbsp;</td>
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<tr id="i7" class="rowColor">
<td class="colFirst"><code>static <a href="Builtin.html" title="class in org.apache.sysds.runtime.functionobjects">Builtin</a></code></td>
<th class="colSecond" scope="row"><code><span class="memberNameLink"><a href="#getBuiltinFnObject(org.apache.sysds.runtime.functionobjects.Builtin.BuiltinCode)">getBuiltinFnObject</a></span>&#8203;(<a href="Builtin.BuiltinCode.html" title="enum in org.apache.sysds.runtime.functionobjects">Builtin.BuiltinCode</a>&nbsp;code)</code></th>
<td class="colLast">&nbsp;</td>
</tr>
<tr id="i8" class="altColor">
<td class="colFirst"><code>static boolean</code></td>
<th class="colSecond" scope="row"><code><span class="memberNameLink"><a href="#isBuiltinCode(org.apache.sysds.runtime.functionobjects.ValueFunction,org.apache.sysds.runtime.functionobjects.Builtin.BuiltinCode...)">isBuiltinCode</a></span>&#8203;(<a href="ValueFunction.html" title="class in org.apache.sysds.runtime.functionobjects">ValueFunction</a>&nbsp;fn,
<a href="Builtin.BuiltinCode.html" title="enum in org.apache.sysds.runtime.functionobjects">Builtin.BuiltinCode</a>...&nbsp;codes)</code></th>
<td class="colLast">&nbsp;</td>
</tr>
<tr id="i9" class="rowColor">
<td class="colFirst"><code>static boolean</code></td>
<th class="colSecond" scope="row"><code><span class="memberNameLink"><a href="#isBuiltinFnObject(java.lang.String)">isBuiltinFnObject</a></span>&#8203;(<a href="https://docs.oracle.com/en/java/javase/11/docs/api/java.base/java/lang/String.html?is-external=true" title="class or interface in java.lang" class="externalLink">String</a>&nbsp;str)</code></th>
<td class="colLast">&nbsp;</td>
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<tr id="i10" class="altColor">
<td class="colFirst"><code><a href="https://docs.oracle.com/en/java/javase/11/docs/api/java.base/java/lang/String.html?is-external=true" title="class or interface in java.lang" class="externalLink">String</a></code></td>
<th class="colSecond" scope="row"><code><span class="memberNameLink"><a href="#toString()">toString</a></span>()</code></th>
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<h3>Methods inherited from class&nbsp;org.apache.sysds.runtime.functionobjects.<a href="ValueFunction.html" title="class in org.apache.sysds.runtime.functionobjects">ValueFunction</a></h3>
<code><a href="ValueFunction.html#requiresCorrection()">requiresCorrection</a></code></li>
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<h3>Methods inherited from class&nbsp;org.apache.sysds.runtime.functionobjects.<a href="FunctionObject.html" title="class in org.apache.sysds.runtime.functionobjects">FunctionObject</a></h3>
<code><a href="FunctionObject.html#clone()">clone</a>, <a href="FunctionObject.html#execute(boolean)">execute</a>, <a href="FunctionObject.html#execute(boolean,boolean)">execute</a>, <a href="FunctionObject.html#execute(java.lang.String,java.lang.String)">execute</a>, <a href="FunctionObject.html#execute(java.util.HashMap)">execute</a>, <a href="FunctionObject.html#execute(org.apache.sysds.runtime.instructions.cp.Data,double)">execute</a>, <a href="FunctionObject.html#execute(org.apache.sysds.runtime.instructions.cp.Data,double,double)">execute</a>, <a href="FunctionObject.html#execute(org.apache.sysds.runtime.instructions.cp.Data,double,double,double)">execute</a>, <a href="FunctionObject.html#execute(org.apache.sysds.runtime.instructions.cp.Data,org.apache.sysds.runtime.instructions.cp.Data)">execute</a></code></li>
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<h3>Methods inherited from class&nbsp;java.lang.<a href="https://docs.oracle.com/en/java/javase/11/docs/api/java.base/java/lang/Object.html?is-external=true" title="class or interface in java.lang" class="externalLink">Object</a></h3>
<code><a href="https://docs.oracle.com/en/java/javase/11/docs/api/java.base/java/lang/Object.html?is-external=true#equals(java.lang.Object)" title="class or interface in java.lang" class="externalLink">equals</a>, <a href="https://docs.oracle.com/en/java/javase/11/docs/api/java.base/java/lang/Object.html?is-external=true#getClass()" title="class or interface in java.lang" class="externalLink">getClass</a>, <a href="https://docs.oracle.com/en/java/javase/11/docs/api/java.base/java/lang/Object.html?is-external=true#hashCode()" title="class or interface in java.lang" class="externalLink">hashCode</a>, <a href="https://docs.oracle.com/en/java/javase/11/docs/api/java.base/java/lang/Object.html?is-external=true#notify()" title="class or interface in java.lang" class="externalLink">notify</a>, <a href="https://docs.oracle.com/en/java/javase/11/docs/api/java.base/java/lang/Object.html?is-external=true#notifyAll()" title="class or interface in java.lang" class="externalLink">notifyAll</a>, <a href="https://docs.oracle.com/en/java/javase/11/docs/api/java.base/java/lang/Object.html?is-external=true#wait()" title="class or interface in java.lang" class="externalLink">wait</a>, <a href="https://docs.oracle.com/en/java/javase/11/docs/api/java.base/java/lang/Object.html?is-external=true#wait(long)" title="class or interface in java.lang" class="externalLink">wait</a>, <a href="https://docs.oracle.com/en/java/javase/11/docs/api/java.base/java/lang/Object.html?is-external=true#wait(long,int)" title="class or interface in java.lang" class="externalLink">wait</a></code></li>
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<h3>Field Detail</h3>
<a id="bFunc">
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<h4>bFunc</h4>
<pre>public&nbsp;<a href="Builtin.BuiltinCode.html" title="enum in org.apache.sysds.runtime.functionobjects">Builtin.BuiltinCode</a> bFunc</pre>
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<h4>String2BuiltinCode</h4>
<pre>public static&nbsp;<a href="https://docs.oracle.com/en/java/javase/11/docs/api/java.base/java/util/HashMap.html?is-external=true" title="class or interface in java.util" class="externalLink">HashMap</a>&lt;<a href="https://docs.oracle.com/en/java/javase/11/docs/api/java.base/java/lang/String.html?is-external=true" title="class or interface in java.lang" class="externalLink">String</a>,&#8203;<a href="Builtin.BuiltinCode.html" title="enum in org.apache.sysds.runtime.functionobjects">Builtin.BuiltinCode</a>&gt; String2BuiltinCode</pre>
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<h3>Method Detail</h3>
<a id="getBuiltinCode()">
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<h4>getBuiltinCode</h4>
<pre class="methodSignature">public&nbsp;<a href="Builtin.BuiltinCode.html" title="enum in org.apache.sysds.runtime.functionobjects">Builtin.BuiltinCode</a>&nbsp;getBuiltinCode()</pre>
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<h4>isBuiltinCode</h4>
<pre class="methodSignature">public static&nbsp;boolean&nbsp;isBuiltinCode&#8203;(<a href="ValueFunction.html" title="class in org.apache.sysds.runtime.functionobjects">ValueFunction</a>&nbsp;fn,
<a href="Builtin.BuiltinCode.html" title="enum in org.apache.sysds.runtime.functionobjects">Builtin.BuiltinCode</a>...&nbsp;codes)</pre>
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<h4>isBuiltinFnObject</h4>
<pre class="methodSignature">public static&nbsp;boolean&nbsp;isBuiltinFnObject&#8203;(<a href="https://docs.oracle.com/en/java/javase/11/docs/api/java.base/java/lang/String.html?is-external=true" title="class or interface in java.lang" class="externalLink">String</a>&nbsp;str)</pre>
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<h4>getBuiltinFnObject</h4>
<pre class="methodSignature">public static&nbsp;<a href="Builtin.html" title="class in org.apache.sysds.runtime.functionobjects">Builtin</a>&nbsp;getBuiltinFnObject&#8203;(<a href="https://docs.oracle.com/en/java/javase/11/docs/api/java.base/java/lang/String.html?is-external=true" title="class or interface in java.lang" class="externalLink">String</a>&nbsp;str)</pre>
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<h4>getBuiltinFnObject</h4>
<pre class="methodSignature">public static&nbsp;<a href="Builtin.html" title="class in org.apache.sysds.runtime.functionobjects">Builtin</a>&nbsp;getBuiltinFnObject&#8203;(<a href="Builtin.BuiltinCode.html" title="enum in org.apache.sysds.runtime.functionobjects">Builtin.BuiltinCode</a>&nbsp;code)</pre>
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<h4>execute</h4>
<pre class="methodSignature">public&nbsp;double&nbsp;execute&#8203;(double&nbsp;in)</pre>
<dl>
<dt><span class="overrideSpecifyLabel">Overrides:</span></dt>
<dd><code><a href="FunctionObject.html#execute(double)">execute</a></code>&nbsp;in class&nbsp;<code><a href="FunctionObject.html" title="class in org.apache.sysds.runtime.functionobjects">FunctionObject</a></code></dd>
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<h4>execute</h4>
<pre class="methodSignature">public&nbsp;double&nbsp;execute&#8203;(long&nbsp;in)</pre>
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<dd><code><a href="FunctionObject.html#execute(long)">execute</a></code>&nbsp;in class&nbsp;<code><a href="FunctionObject.html" title="class in org.apache.sysds.runtime.functionobjects">FunctionObject</a></code></dd>
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<pre class="methodSignature">public&nbsp;double&nbsp;execute&#8203;(double&nbsp;in1,
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<dd><code><a href="FunctionObject.html#execute(double,double)">execute</a></code>&nbsp;in class&nbsp;<code><a href="FunctionObject.html" title="class in org.apache.sysds.runtime.functionobjects">FunctionObject</a></code></dd>
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<pre class="methodSignature">public&nbsp;double&nbsp;execute&#8203;(long&nbsp;in1,
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<dd><code><a href="FunctionObject.html#execute(long,long)">execute</a></code>&nbsp;in class&nbsp;<code><a href="FunctionObject.html" title="class in org.apache.sysds.runtime.functionobjects">FunctionObject</a></code></dd>
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<pre class="methodSignature">public&nbsp;<a href="https://docs.oracle.com/en/java/javase/11/docs/api/java.base/java/lang/String.html?is-external=true" title="class or interface in java.lang" class="externalLink">String</a>&nbsp;execute&#8203;(<a href="https://docs.oracle.com/en/java/javase/11/docs/api/java.base/java/lang/String.html?is-external=true" title="class or interface in java.lang" class="externalLink">String</a>&nbsp;in1)</pre>
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<pre class="methodSignature">public&nbsp;<a href="https://docs.oracle.com/en/java/javase/11/docs/api/java.base/java/lang/String.html?is-external=true" title="class or interface in java.lang" class="externalLink">String</a>&nbsp;toString()</pre>
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