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<h2 title="Uses of Class org.apache.sysds.runtime.controlprogram.caching.MatrixObject" class="title">Uses of Class<br>org.apache.sysds.runtime.controlprogram.caching.MatrixObject</h2>
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<caption><span>Packages that use <a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a></span><span class="tabEnd">&nbsp;</span></caption>
<tr>
<th class="colFirst" scope="col">Package</th>
<th class="colLast" scope="col">Description</th>
</tr>
<tbody>
<tr class="altColor">
<td class="colFirst"><a href="#org.apache.sysds.api.mlcontext">org.apache.sysds.api.mlcontext</a></td>
<td class="colLast">&nbsp;</td>
</tr>
<tr class="rowColor">
<td class="colFirst"><a href="#org.apache.sysds.hops.rewrite">org.apache.sysds.hops.rewrite</a></td>
<td class="colLast">&nbsp;</td>
</tr>
<tr class="altColor">
<td class="colFirst"><a href="#org.apache.sysds.runtime.codegen">org.apache.sysds.runtime.codegen</a></td>
<td class="colLast">&nbsp;</td>
</tr>
<tr class="rowColor">
<td class="colFirst"><a href="#org.apache.sysds.runtime.controlprogram.caching">org.apache.sysds.runtime.controlprogram.caching</a></td>
<td class="colLast">&nbsp;</td>
</tr>
<tr class="altColor">
<td class="colFirst"><a href="#org.apache.sysds.runtime.controlprogram.context">org.apache.sysds.runtime.controlprogram.context</a></td>
<td class="colLast">&nbsp;</td>
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<tr class="rowColor">
<td class="colFirst"><a href="#org.apache.sysds.runtime.controlprogram.paramserv">org.apache.sysds.runtime.controlprogram.paramserv</a></td>
<td class="colLast">&nbsp;</td>
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<tr class="altColor">
<td class="colFirst"><a href="#org.apache.sysds.runtime.controlprogram.paramserv.dp">org.apache.sysds.runtime.controlprogram.paramserv.dp</a></td>
<td class="colLast">&nbsp;</td>
</tr>
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<td class="colFirst"><a href="#org.apache.sysds.runtime.controlprogram.parfor">org.apache.sysds.runtime.controlprogram.parfor</a></td>
<td class="colLast">&nbsp;</td>
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<td class="colFirst"><a href="#org.apache.sysds.runtime.controlprogram.parfor.opt">org.apache.sysds.runtime.controlprogram.parfor.opt</a></td>
<td class="colLast">&nbsp;</td>
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<td class="colFirst"><a href="#org.apache.sysds.runtime.instructions.fed">org.apache.sysds.runtime.instructions.fed</a></td>
<td class="colLast">&nbsp;</td>
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<td class="colFirst"><a href="#org.apache.sysds.runtime.instructions.gpu.context">org.apache.sysds.runtime.instructions.gpu.context</a></td>
<td class="colLast">&nbsp;</td>
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<td class="colFirst"><a href="#org.apache.sysds.runtime.instructions.spark.utils">org.apache.sysds.runtime.instructions.spark.utils</a></td>
<td class="colLast">&nbsp;</td>
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<td class="colFirst"><a href="#org.apache.sysds.runtime.lineage">org.apache.sysds.runtime.lineage</a></td>
<td class="colLast">&nbsp;</td>
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<tr class="rowColor">
<td class="colFirst"><a href="#org.apache.sysds.runtime.matrix.data">org.apache.sysds.runtime.matrix.data</a></td>
<td class="colLast">&nbsp;</td>
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<h3>Uses of <a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a> in <a href="../../../../../../../org/apache/sysds/api/mlcontext/package-summary.html">org.apache.sysds.api.mlcontext</a></h3>
<table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing methods, and an explanation">
<caption><span>Methods in <a href="../../../../../../../org/apache/sysds/api/mlcontext/package-summary.html">org.apache.sysds.api.mlcontext</a> that return <a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a></span><span class="tabEnd">&nbsp;</span></caption>
<tr>
<th class="colFirst" scope="col">Modifier and Type</th>
<th class="colLast" scope="col">Method and Description</th>
</tr>
<tbody>
<tr class="altColor">
<td class="colFirst"><code>static <a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a></code></td>
<td class="colLast"><span class="typeNameLabel">MLContextConversionUtil.</span><code><span class="memberNameLink"><a href="../../../../../../../org/apache/sysds/api/mlcontext/MLContextConversionUtil.html#binaryBlocksToMatrixObject-org.apache.spark.api.java.JavaPairRDD-">binaryBlocksToMatrixObject</a></span>(org.apache.spark.api.java.JavaPairRDD&lt;<a href="../../../../../../../org/apache/sysds/runtime/matrix/data/MatrixIndexes.html" title="class in org.apache.sysds.runtime.matrix.data">MatrixIndexes</a>,<a href="../../../../../../../org/apache/sysds/runtime/matrix/data/MatrixBlock.html" title="class in org.apache.sysds.runtime.matrix.data">MatrixBlock</a>&gt;&nbsp;binaryBlocks)</code>
<div class="block">Convert a <code>JavaPairRDD&lt;MatrixIndexes, MatrixBlock&gt;</code> to a
<code>MatrixObject</code>.</div>
</td>
</tr>
<tr class="rowColor">
<td class="colFirst"><code>static <a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a></code></td>
<td class="colLast"><span class="typeNameLabel">MLContextConversionUtil.</span><code><span class="memberNameLink"><a href="../../../../../../../org/apache/sysds/api/mlcontext/MLContextConversionUtil.html#binaryBlocksToMatrixObject-org.apache.spark.api.java.JavaPairRDD-org.apache.sysds.api.mlcontext.MatrixMetadata-">binaryBlocksToMatrixObject</a></span>(org.apache.spark.api.java.JavaPairRDD&lt;<a href="../../../../../../../org/apache/sysds/runtime/matrix/data/MatrixIndexes.html" title="class in org.apache.sysds.runtime.matrix.data">MatrixIndexes</a>,<a href="../../../../../../../org/apache/sysds/runtime/matrix/data/MatrixBlock.html" title="class in org.apache.sysds.runtime.matrix.data">MatrixBlock</a>&gt;&nbsp;binaryBlocks,
<a href="../../../../../../../org/apache/sysds/api/mlcontext/MatrixMetadata.html" title="class in org.apache.sysds.api.mlcontext">MatrixMetadata</a>&nbsp;matrixMetadata)</code>
<div class="block">Convert a <code>JavaPairRDD&lt;MatrixIndexes, MatrixBlock&gt;</code> to a
<code>MatrixObject</code>.</div>
</td>
</tr>
<tr class="altColor">
<td class="colFirst"><code>static <a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a></code></td>
<td class="colLast"><span class="typeNameLabel">MLContextConversionUtil.</span><code><span class="memberNameLink"><a href="../../../../../../../org/apache/sysds/api/mlcontext/MLContextConversionUtil.html#dataFrameToMatrixObject-org.apache.spark.sql.Dataset-">dataFrameToMatrixObject</a></span>(org.apache.spark.sql.Dataset&lt;org.apache.spark.sql.Row&gt;&nbsp;dataFrame)</code>
<div class="block">Convert a <code>DataFrame</code> to a <code>MatrixObject</code>.</div>
</td>
</tr>
<tr class="rowColor">
<td class="colFirst"><code>static <a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a></code></td>
<td class="colLast"><span class="typeNameLabel">MLContextConversionUtil.</span><code><span class="memberNameLink"><a href="../../../../../../../org/apache/sysds/api/mlcontext/MLContextConversionUtil.html#dataFrameToMatrixObject-org.apache.spark.sql.Dataset-org.apache.sysds.api.mlcontext.MatrixMetadata-">dataFrameToMatrixObject</a></span>(org.apache.spark.sql.Dataset&lt;org.apache.spark.sql.Row&gt;&nbsp;dataFrame,
<a href="../../../../../../../org/apache/sysds/api/mlcontext/MatrixMetadata.html" title="class in org.apache.sysds.api.mlcontext">MatrixMetadata</a>&nbsp;matrixMetadata)</code>
<div class="block">Convert a <code>DataFrame</code> to a <code>MatrixObject</code>.</div>
</td>
</tr>
<tr class="altColor">
<td class="colFirst"><code>static <a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a></code></td>
<td class="colLast"><span class="typeNameLabel">MLContextConversionUtil.</span><code><span class="memberNameLink"><a href="../../../../../../../org/apache/sysds/api/mlcontext/MLContextConversionUtil.html#doubleMatrixToMatrixObject-java.lang.String-double:A:A-">doubleMatrixToMatrixObject</a></span>(<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a>&nbsp;variableName,
double[][]&nbsp;doubleMatrix)</code>
<div class="block">Convert a two-dimensional double array to a <code>MatrixObject</code>.</div>
</td>
</tr>
<tr class="rowColor">
<td class="colFirst"><code>static <a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a></code></td>
<td class="colLast"><span class="typeNameLabel">MLContextConversionUtil.</span><code><span class="memberNameLink"><a href="../../../../../../../org/apache/sysds/api/mlcontext/MLContextConversionUtil.html#doubleMatrixToMatrixObject-java.lang.String-double:A:A-org.apache.sysds.api.mlcontext.MatrixMetadata-">doubleMatrixToMatrixObject</a></span>(<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a>&nbsp;variableName,
double[][]&nbsp;doubleMatrix,
<a href="../../../../../../../org/apache/sysds/api/mlcontext/MatrixMetadata.html" title="class in org.apache.sysds.api.mlcontext">MatrixMetadata</a>&nbsp;matrixMetadata)</code>
<div class="block">Convert a two-dimensional double array to a <code>MatrixObject</code>.</div>
</td>
</tr>
<tr class="altColor">
<td class="colFirst"><code><a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a></code></td>
<td class="colLast"><span class="typeNameLabel">MLResults.</span><code><span class="memberNameLink"><a href="../../../../../../../org/apache/sysds/api/mlcontext/MLResults.html#getMatrixObject-java.lang.String-">getMatrixObject</a></span>(<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a>&nbsp;outputName)</code>
<div class="block">Obtain an output as a <code>MatrixObject</code></div>
</td>
</tr>
<tr class="rowColor">
<td class="colFirst"><code>static <a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a></code></td>
<td class="colLast"><span class="typeNameLabel">MLContextConversionUtil.</span><code><span class="memberNameLink"><a href="../../../../../../../org/apache/sysds/api/mlcontext/MLContextConversionUtil.html#javaRDDStringCSVToMatrixObject-org.apache.spark.api.java.JavaRDD-">javaRDDStringCSVToMatrixObject</a></span>(org.apache.spark.api.java.JavaRDD&lt;<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a>&gt;&nbsp;javaRDD)</code>
<div class="block">Convert a <code>JavaRDD&lt;String&gt;</code> in CSV format to a <code>MatrixObject</code></div>
</td>
</tr>
<tr class="altColor">
<td class="colFirst"><code>static <a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a></code></td>
<td class="colLast"><span class="typeNameLabel">MLContextConversionUtil.</span><code><span class="memberNameLink"><a href="../../../../../../../org/apache/sysds/api/mlcontext/MLContextConversionUtil.html#javaRDDStringCSVToMatrixObject-org.apache.spark.api.java.JavaRDD-org.apache.sysds.api.mlcontext.MatrixMetadata-">javaRDDStringCSVToMatrixObject</a></span>(org.apache.spark.api.java.JavaRDD&lt;<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a>&gt;&nbsp;javaRDD,
<a href="../../../../../../../org/apache/sysds/api/mlcontext/MatrixMetadata.html" title="class in org.apache.sysds.api.mlcontext">MatrixMetadata</a>&nbsp;matrixMetadata)</code>
<div class="block">Convert a <code>JavaRDD&lt;String&gt;</code> in CSV format to a <code>MatrixObject</code></div>
</td>
</tr>
<tr class="rowColor">
<td class="colFirst"><code>static <a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a></code></td>
<td class="colLast"><span class="typeNameLabel">MLContextConversionUtil.</span><code><span class="memberNameLink"><a href="../../../../../../../org/apache/sysds/api/mlcontext/MLContextConversionUtil.html#javaRDDStringIJVToMatrixObject-org.apache.spark.api.java.JavaRDD-org.apache.sysds.api.mlcontext.MatrixMetadata-">javaRDDStringIJVToMatrixObject</a></span>(org.apache.spark.api.java.JavaRDD&lt;<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a>&gt;&nbsp;javaRDD,
<a href="../../../../../../../org/apache/sysds/api/mlcontext/MatrixMetadata.html" title="class in org.apache.sysds.api.mlcontext">MatrixMetadata</a>&nbsp;matrixMetadata)</code>
<div class="block">Convert a <code>JavaRDD&lt;String&gt;</code> in IJV format to a <code>MatrixObject</code>
.</div>
</td>
</tr>
<tr class="altColor">
<td class="colFirst"><code>static <a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a></code></td>
<td class="colLast"><span class="typeNameLabel">MLContextConversionUtil.</span><code><span class="memberNameLink"><a href="../../../../../../../org/apache/sysds/api/mlcontext/MLContextConversionUtil.html#matrixBlockToMatrixObject-java.lang.String-org.apache.sysds.runtime.matrix.data.MatrixBlock-org.apache.sysds.api.mlcontext.MatrixMetadata-">matrixBlockToMatrixObject</a></span>(<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a>&nbsp;variableName,
<a href="../../../../../../../org/apache/sysds/runtime/matrix/data/MatrixBlock.html" title="class in org.apache.sysds.runtime.matrix.data">MatrixBlock</a>&nbsp;matrixBlock,
<a href="../../../../../../../org/apache/sysds/api/mlcontext/MatrixMetadata.html" title="class in org.apache.sysds.api.mlcontext">MatrixMetadata</a>&nbsp;matrixMetadata)</code>
<div class="block">Convert a <code>MatrixBlock</code> to a <code>MatrixObject</code>.</div>
</td>
</tr>
<tr class="rowColor">
<td class="colFirst"><code>static <a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a></code></td>
<td class="colLast"><span class="typeNameLabel">MLContextConversionUtil.</span><code><span class="memberNameLink"><a href="../../../../../../../org/apache/sysds/api/mlcontext/MLContextConversionUtil.html#rddStringCSVToMatrixObject-org.apache.spark.rdd.RDD-">rddStringCSVToMatrixObject</a></span>(org.apache.spark.rdd.RDD&lt;<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a>&gt;&nbsp;rdd)</code>
<div class="block">Convert a <code>RDD&lt;String&gt;</code> in CSV format to a <code>MatrixObject</code></div>
</td>
</tr>
<tr class="altColor">
<td class="colFirst"><code>static <a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a></code></td>
<td class="colLast"><span class="typeNameLabel">MLContextConversionUtil.</span><code><span class="memberNameLink"><a href="../../../../../../../org/apache/sysds/api/mlcontext/MLContextConversionUtil.html#rddStringCSVToMatrixObject-org.apache.spark.rdd.RDD-org.apache.sysds.api.mlcontext.MatrixMetadata-">rddStringCSVToMatrixObject</a></span>(org.apache.spark.rdd.RDD&lt;<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a>&gt;&nbsp;rdd,
<a href="../../../../../../../org/apache/sysds/api/mlcontext/MatrixMetadata.html" title="class in org.apache.sysds.api.mlcontext">MatrixMetadata</a>&nbsp;matrixMetadata)</code>
<div class="block">Convert a <code>RDD&lt;String&gt;</code> in CSV format to a <code>MatrixObject</code></div>
</td>
</tr>
<tr class="rowColor">
<td class="colFirst"><code>static <a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a></code></td>
<td class="colLast"><span class="typeNameLabel">MLContextConversionUtil.</span><code><span class="memberNameLink"><a href="../../../../../../../org/apache/sysds/api/mlcontext/MLContextConversionUtil.html#rddStringIJVToMatrixObject-org.apache.spark.rdd.RDD-org.apache.sysds.api.mlcontext.MatrixMetadata-">rddStringIJVToMatrixObject</a></span>(org.apache.spark.rdd.RDD&lt;<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a>&gt;&nbsp;rdd,
<a href="../../../../../../../org/apache/sysds/api/mlcontext/MatrixMetadata.html" title="class in org.apache.sysds.api.mlcontext">MatrixMetadata</a>&nbsp;matrixMetadata)</code>
<div class="block">Convert a <code>RDD&lt;String&gt;</code> in IJV format to a <code>MatrixObject</code>.</div>
</td>
</tr>
<tr class="altColor">
<td class="colFirst"><code><a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a></code></td>
<td class="colLast"><span class="typeNameLabel">Matrix.</span><code><span class="memberNameLink"><a href="../../../../../../../org/apache/sysds/api/mlcontext/Matrix.html#toMatrixObject--">toMatrixObject</a></span>()</code>
<div class="block">Obtain the matrix as a SystemDS MatrixObject.</div>
</td>
</tr>
<tr class="rowColor">
<td class="colFirst"><code>static <a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a></code></td>
<td class="colLast"><span class="typeNameLabel">MLContextConversionUtil.</span><code><span class="memberNameLink"><a href="../../../../../../../org/apache/sysds/api/mlcontext/MLContextConversionUtil.html#urlToMatrixObject-java.net.URL-org.apache.sysds.api.mlcontext.MatrixMetadata-">urlToMatrixObject</a></span>(<a href="https://docs.oracle.com/javase/8/docs/api/java/net/URL.html?is-external=true" title="class or interface in java.net">URL</a>&nbsp;url,
<a href="../../../../../../../org/apache/sysds/api/mlcontext/MatrixMetadata.html" title="class in org.apache.sysds.api.mlcontext">MatrixMetadata</a>&nbsp;matrixMetadata)</code>
<div class="block">Convert a matrix at a URL to a <code>MatrixObject</code>.</div>
</td>
</tr>
</tbody>
</table>
<table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing methods, and an explanation">
<caption><span>Methods in <a href="../../../../../../../org/apache/sysds/api/mlcontext/package-summary.html">org.apache.sysds.api.mlcontext</a> with parameters of type <a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a></span><span class="tabEnd">&nbsp;</span></caption>
<tr>
<th class="colFirst" scope="col">Modifier and Type</th>
<th class="colLast" scope="col">Method and Description</th>
</tr>
<tbody>
<tr class="altColor">
<td class="colFirst"><code>static double[][]</code></td>
<td class="colLast"><span class="typeNameLabel">MLContextConversionUtil.</span><code><span class="memberNameLink"><a href="../../../../../../../org/apache/sysds/api/mlcontext/MLContextConversionUtil.html#matrixObjectTo2DDoubleArray-org.apache.sysds.runtime.controlprogram.caching.MatrixObject-">matrixObjectTo2DDoubleArray</a></span>(<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a>&nbsp;matrixObject)</code>
<div class="block">Convert a <code>MatrixObject</code> to a two-dimensional double array.</div>
</td>
</tr>
<tr class="rowColor">
<td class="colFirst"><code>static org.apache.spark.api.java.JavaPairRDD&lt;<a href="../../../../../../../org/apache/sysds/runtime/matrix/data/MatrixIndexes.html" title="class in org.apache.sysds.runtime.matrix.data">MatrixIndexes</a>,<a href="../../../../../../../org/apache/sysds/runtime/matrix/data/MatrixBlock.html" title="class in org.apache.sysds.runtime.matrix.data">MatrixBlock</a>&gt;</code></td>
<td class="colLast"><span class="typeNameLabel">MLContextConversionUtil.</span><code><span class="memberNameLink"><a href="../../../../../../../org/apache/sysds/api/mlcontext/MLContextConversionUtil.html#matrixObjectToBinaryBlocks-org.apache.sysds.runtime.controlprogram.caching.MatrixObject-org.apache.sysds.runtime.controlprogram.context.SparkExecutionContext-">matrixObjectToBinaryBlocks</a></span>(<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a>&nbsp;matrixObject,
<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/context/SparkExecutionContext.html" title="class in org.apache.sysds.runtime.controlprogram.context">SparkExecutionContext</a>&nbsp;sparkExecutionContext)</code>
<div class="block">Convert a <code>MatrixObject</code> to a
<code>JavaPairRDD&lt;MatrixIndexes, MatrixBlock&gt;</code>.</div>
</td>
</tr>
<tr class="altColor">
<td class="colFirst"><code>static org.apache.spark.sql.Dataset&lt;org.apache.spark.sql.Row&gt;</code></td>
<td class="colLast"><span class="typeNameLabel">MLContextConversionUtil.</span><code><span class="memberNameLink"><a href="../../../../../../../org/apache/sysds/api/mlcontext/MLContextConversionUtil.html#matrixObjectToDataFrame-org.apache.sysds.runtime.controlprogram.caching.MatrixObject-org.apache.sysds.runtime.controlprogram.context.SparkExecutionContext-boolean-">matrixObjectToDataFrame</a></span>(<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a>&nbsp;matrixObject,
<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/context/SparkExecutionContext.html" title="class in org.apache.sysds.runtime.controlprogram.context">SparkExecutionContext</a>&nbsp;sparkExecutionContext,
boolean&nbsp;isVectorDF)</code>
<div class="block">Convert a <code>MatrixObject</code> to a <code>DataFrame</code>.</div>
</td>
</tr>
<tr class="rowColor">
<td class="colFirst"><code>static org.apache.spark.api.java.JavaRDD&lt;<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a>&gt;</code></td>
<td class="colLast"><span class="typeNameLabel">MLContextConversionUtil.</span><code><span class="memberNameLink"><a href="../../../../../../../org/apache/sysds/api/mlcontext/MLContextConversionUtil.html#matrixObjectToJavaRDDStringCSV-org.apache.sysds.runtime.controlprogram.caching.MatrixObject-">matrixObjectToJavaRDDStringCSV</a></span>(<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a>&nbsp;matrixObject)</code>
<div class="block">Convert a <code>MatrixObject</code> to a <code>JavaRDD&lt;String&gt;</code> in CSV
format.</div>
</td>
</tr>
<tr class="altColor">
<td class="colFirst"><code>static org.apache.spark.api.java.JavaRDD&lt;<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a>&gt;</code></td>
<td class="colLast"><span class="typeNameLabel">MLContextConversionUtil.</span><code><span class="memberNameLink"><a href="../../../../../../../org/apache/sysds/api/mlcontext/MLContextConversionUtil.html#matrixObjectToJavaRDDStringIJV-org.apache.sysds.runtime.controlprogram.caching.MatrixObject-">matrixObjectToJavaRDDStringIJV</a></span>(<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a>&nbsp;matrixObject)</code>
<div class="block">Convert a <code>MatrixObject</code> to a <code>JavaRDD&lt;String&gt;</code> in IJV
format.</div>
</td>
</tr>
<tr class="rowColor">
<td class="colFirst"><code>static <a href="https://docs.oracle.com/javase/8/docs/api/java/util/List.html?is-external=true" title="class or interface in java.util">List</a>&lt;<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a>&gt;</code></td>
<td class="colLast"><span class="typeNameLabel">MLContextConversionUtil.</span><code><span class="memberNameLink"><a href="../../../../../../../org/apache/sysds/api/mlcontext/MLContextConversionUtil.html#matrixObjectToListStringCSV-org.apache.sysds.runtime.controlprogram.caching.MatrixObject-">matrixObjectToListStringCSV</a></span>(<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a>&nbsp;matrixObject)</code>
<div class="block">Convert a <code>MatrixObject</code> to a <code>List&lt;String&gt;</code> in CSV format.</div>
</td>
</tr>
<tr class="altColor">
<td class="colFirst"><code>static <a href="https://docs.oracle.com/javase/8/docs/api/java/util/List.html?is-external=true" title="class or interface in java.util">List</a>&lt;<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a>&gt;</code></td>
<td class="colLast"><span class="typeNameLabel">MLContextConversionUtil.</span><code><span class="memberNameLink"><a href="../../../../../../../org/apache/sysds/api/mlcontext/MLContextConversionUtil.html#matrixObjectToListStringIJV-org.apache.sysds.runtime.controlprogram.caching.MatrixObject-">matrixObjectToListStringIJV</a></span>(<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a>&nbsp;matrixObject)</code>
<div class="block">Convert a <code>MatrixObject</code> to a <code>List&lt;String&gt;</code> in IJV format.</div>
</td>
</tr>
<tr class="rowColor">
<td class="colFirst"><code>static org.apache.spark.rdd.RDD&lt;<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a>&gt;</code></td>
<td class="colLast"><span class="typeNameLabel">MLContextConversionUtil.</span><code><span class="memberNameLink"><a href="../../../../../../../org/apache/sysds/api/mlcontext/MLContextConversionUtil.html#matrixObjectToRDDStringCSV-org.apache.sysds.runtime.controlprogram.caching.MatrixObject-">matrixObjectToRDDStringCSV</a></span>(<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a>&nbsp;matrixObject)</code>
<div class="block">Convert a <code>MatrixObject</code> to a <code>RDD&lt;String&gt;</code> in CSV format.</div>
</td>
</tr>
<tr class="altColor">
<td class="colFirst"><code>static org.apache.spark.rdd.RDD&lt;<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a>&gt;</code></td>
<td class="colLast"><span class="typeNameLabel">MLContextConversionUtil.</span><code><span class="memberNameLink"><a href="../../../../../../../org/apache/sysds/api/mlcontext/MLContextConversionUtil.html#matrixObjectToRDDStringIJV-org.apache.sysds.runtime.controlprogram.caching.MatrixObject-">matrixObjectToRDDStringIJV</a></span>(<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a>&nbsp;matrixObject)</code>
<div class="block">Convert a <code>MatrixObject</code> to a <code>RDD&lt;String&gt;</code> in IJV format.</div>
</td>
</tr>
</tbody>
</table>
<table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing constructors, and an explanation">
<caption><span>Constructors in <a href="../../../../../../../org/apache/sysds/api/mlcontext/package-summary.html">org.apache.sysds.api.mlcontext</a> with parameters of type <a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a></span><span class="tabEnd">&nbsp;</span></caption>
<tr>
<th class="colOne" scope="col">Constructor and Description</th>
</tr>
<tbody>
<tr class="altColor">
<td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../../org/apache/sysds/api/mlcontext/Matrix.html#Matrix-org.apache.sysds.runtime.controlprogram.caching.MatrixObject-org.apache.sysds.runtime.controlprogram.context.SparkExecutionContext-">Matrix</a></span>(<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a>&nbsp;matrixObject,
<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/context/SparkExecutionContext.html" title="class in org.apache.sysds.runtime.controlprogram.context">SparkExecutionContext</a>&nbsp;sparkExecutionContext)</code>&nbsp;</td>
</tr>
</tbody>
</table>
</li>
<li class="blockList"><a name="org.apache.sysds.hops.rewrite">
<!-- -->
</a>
<h3>Uses of <a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a> in <a href="../../../../../../../org/apache/sysds/hops/rewrite/package-summary.html">org.apache.sysds.hops.rewrite</a></h3>
<table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing methods, and an explanation">
<caption><span>Methods in <a href="../../../../../../../org/apache/sysds/hops/rewrite/package-summary.html">org.apache.sysds.hops.rewrite</a> with parameters of type <a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a></span><span class="tabEnd">&nbsp;</span></caption>
<tr>
<th class="colFirst" scope="col">Modifier and Type</th>
<th class="colLast" scope="col">Method and Description</th>
</tr>
<tbody>
<tr class="altColor">
<td class="colFirst"><code>static void</code></td>
<td class="colLast"><span class="typeNameLabel">HopRewriteUtils.</span><code><span class="memberNameLink"><a href="../../../../../../../org/apache/sysds/hops/rewrite/HopRewriteUtils.html#copyLineNumbers-org.apache.sysds.runtime.controlprogram.caching.MatrixObject-org.apache.sysds.hops.Hop-">copyLineNumbers</a></span>(<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a>&nbsp;mo,
<a href="../../../../../../../org/apache/sysds/hops/Hop.html" title="class in org.apache.sysds.hops">Hop</a>&nbsp;tread)</code>&nbsp;</td>
</tr>
<tr class="rowColor">
<td class="colFirst"><code>static <a href="../../../../../../../org/apache/sysds/hops/DataOp.html" title="class in org.apache.sysds.hops">DataOp</a></code></td>
<td class="colLast"><span class="typeNameLabel">HopRewriteUtils.</span><code><span class="memberNameLink"><a href="../../../../../../../org/apache/sysds/hops/rewrite/HopRewriteUtils.html#createTransientRead-java.lang.String-org.apache.sysds.runtime.controlprogram.caching.MatrixObject-">createTransientRead</a></span>(<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a>&nbsp;name,
<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a>&nbsp;mo)</code>&nbsp;</td>
</tr>
</tbody>
</table>
</li>
<li class="blockList"><a name="org.apache.sysds.runtime.codegen">
<!-- -->
</a>
<h3>Uses of <a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a> in <a href="../../../../../../../org/apache/sysds/runtime/codegen/package-summary.html">org.apache.sysds.runtime.codegen</a></h3>
<table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing methods, and an explanation">
<caption><span>Methods in <a href="../../../../../../../org/apache/sysds/runtime/codegen/package-summary.html">org.apache.sysds.runtime.codegen</a> that return <a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a></span><span class="tabEnd">&nbsp;</span></caption>
<tr>
<th class="colFirst" scope="col">Modifier and Type</th>
<th class="colLast" scope="col">Method and Description</th>
</tr>
<tbody>
<tr class="altColor">
<td class="colFirst"><code><a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a></code></td>
<td class="colLast"><span class="typeNameLabel">SpoofCUDACellwise.</span><code><span class="memberNameLink"><a href="../../../../../../../org/apache/sysds/runtime/codegen/SpoofCUDACellwise.html#execute-org.apache.sysds.runtime.controlprogram.context.ExecutionContext-java.util.ArrayList-java.util.ArrayList-java.lang.String-">execute</a></span>(<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/context/ExecutionContext.html" title="class in org.apache.sysds.runtime.controlprogram.context">ExecutionContext</a>&nbsp;ec,
<a href="https://docs.oracle.com/javase/8/docs/api/java/util/ArrayList.html?is-external=true" title="class or interface in java.util">ArrayList</a>&lt;<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a>&gt;&nbsp;inputs,
<a href="https://docs.oracle.com/javase/8/docs/api/java/util/ArrayList.html?is-external=true" title="class or interface in java.util">ArrayList</a>&lt;<a href="../../../../../../../org/apache/sysds/runtime/instructions/cp/ScalarObject.html" title="class in org.apache.sysds.runtime.instructions.cp">ScalarObject</a>&gt;&nbsp;scalarObjects,
<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a>&nbsp;outputName)</code>&nbsp;</td>
</tr>
<tr class="rowColor">
<td class="colFirst"><code><a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a></code></td>
<td class="colLast"><span class="typeNameLabel">SpoofCUDAOperator.</span><code><span class="memberNameLink"><a href="../../../../../../../org/apache/sysds/runtime/codegen/SpoofCUDAOperator.html#execute-org.apache.sysds.runtime.controlprogram.context.ExecutionContext-java.util.ArrayList-java.util.ArrayList-java.lang.String-">execute</a></span>(<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/context/ExecutionContext.html" title="class in org.apache.sysds.runtime.controlprogram.context">ExecutionContext</a>&nbsp;ec,
<a href="https://docs.oracle.com/javase/8/docs/api/java/util/ArrayList.html?is-external=true" title="class or interface in java.util">ArrayList</a>&lt;<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a>&gt;&nbsp;inputs,
<a href="https://docs.oracle.com/javase/8/docs/api/java/util/ArrayList.html?is-external=true" title="class or interface in java.util">ArrayList</a>&lt;<a href="../../../../../../../org/apache/sysds/runtime/instructions/cp/ScalarObject.html" title="class in org.apache.sysds.runtime.instructions.cp">ScalarObject</a>&gt;&nbsp;scalarObjects,
<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a>&nbsp;outputName)</code>&nbsp;</td>
</tr>
<tr class="altColor">
<td class="colFirst"><code><a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a></code></td>
<td class="colLast"><span class="typeNameLabel">SpoofCUDARowwise.</span><code><span class="memberNameLink"><a href="../../../../../../../org/apache/sysds/runtime/codegen/SpoofCUDARowwise.html#execute-org.apache.sysds.runtime.controlprogram.context.ExecutionContext-java.util.ArrayList-java.util.ArrayList-java.lang.String-">execute</a></span>(<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/context/ExecutionContext.html" title="class in org.apache.sysds.runtime.controlprogram.context">ExecutionContext</a>&nbsp;ec,
<a href="https://docs.oracle.com/javase/8/docs/api/java/util/ArrayList.html?is-external=true" title="class or interface in java.util">ArrayList</a>&lt;<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a>&gt;&nbsp;inputs,
<a href="https://docs.oracle.com/javase/8/docs/api/java/util/ArrayList.html?is-external=true" title="class or interface in java.util">ArrayList</a>&lt;<a href="../../../../../../../org/apache/sysds/runtime/instructions/cp/ScalarObject.html" title="class in org.apache.sysds.runtime.instructions.cp">ScalarObject</a>&gt;&nbsp;scalarObjects,
<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a>&nbsp;outputName)</code>&nbsp;</td>
</tr>
</tbody>
</table>
<table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing methods, and an explanation">
<caption><span>Methods in <a href="../../../../../../../org/apache/sysds/runtime/codegen/package-summary.html">org.apache.sysds.runtime.codegen</a> with parameters of type <a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a></span><span class="tabEnd">&nbsp;</span></caption>
<tr>
<th class="colFirst" scope="col">Modifier and Type</th>
<th class="colLast" scope="col">Method and Description</th>
</tr>
<tbody>
<tr class="altColor">
<td class="colFirst"><code>default long[]</code></td>
<td class="colLast"><span class="typeNameLabel">SpoofCUDAOperator.</span><code><span class="memberNameLink"><a href="../../../../../../../org/apache/sysds/runtime/codegen/SpoofCUDAOperator.html#prepareOutputPointers-org.apache.sysds.runtime.controlprogram.context.ExecutionContext-org.apache.sysds.runtime.controlprogram.caching.MatrixObject-boolean-">prepareOutputPointers</a></span>(<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/context/ExecutionContext.html" title="class in org.apache.sysds.runtime.controlprogram.context">ExecutionContext</a>&nbsp;ec,
<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a>&nbsp;output,
boolean&nbsp;sparseOut)</code>&nbsp;</td>
</tr>
</tbody>
</table>
<table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing methods, and an explanation">
<caption><span>Method parameters in <a href="../../../../../../../org/apache/sysds/runtime/codegen/package-summary.html">org.apache.sysds.runtime.codegen</a> with type arguments of type <a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a></span><span class="tabEnd">&nbsp;</span></caption>
<tr>
<th class="colFirst" scope="col">Modifier and Type</th>
<th class="colLast" scope="col">Method and Description</th>
</tr>
<tbody>
<tr class="altColor">
<td class="colFirst"><code><a href="../../../../../../../org/apache/sysds/runtime/instructions/cp/ScalarObject.html" title="class in org.apache.sysds.runtime.instructions.cp">ScalarObject</a></code></td>
<td class="colLast"><span class="typeNameLabel">SpoofCUDACellwise.</span><code><span class="memberNameLink"><a href="../../../../../../../org/apache/sysds/runtime/codegen/SpoofCUDACellwise.html#execute-org.apache.sysds.runtime.controlprogram.context.ExecutionContext-java.util.ArrayList-java.util.ArrayList-">execute</a></span>(<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/context/ExecutionContext.html" title="class in org.apache.sysds.runtime.controlprogram.context">ExecutionContext</a>&nbsp;ec,
<a href="https://docs.oracle.com/javase/8/docs/api/java/util/ArrayList.html?is-external=true" title="class or interface in java.util">ArrayList</a>&lt;<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a>&gt;&nbsp;inputs,
<a href="https://docs.oracle.com/javase/8/docs/api/java/util/ArrayList.html?is-external=true" title="class or interface in java.util">ArrayList</a>&lt;<a href="../../../../../../../org/apache/sysds/runtime/instructions/cp/ScalarObject.html" title="class in org.apache.sysds.runtime.instructions.cp">ScalarObject</a>&gt;&nbsp;scalarObjects)</code>&nbsp;</td>
</tr>
<tr class="rowColor">
<td class="colFirst"><code><a href="../../../../../../../org/apache/sysds/runtime/instructions/cp/ScalarObject.html" title="class in org.apache.sysds.runtime.instructions.cp">ScalarObject</a></code></td>
<td class="colLast"><span class="typeNameLabel">SpoofCUDAOperator.</span><code><span class="memberNameLink"><a href="../../../../../../../org/apache/sysds/runtime/codegen/SpoofCUDAOperator.html#execute-org.apache.sysds.runtime.controlprogram.context.ExecutionContext-java.util.ArrayList-java.util.ArrayList-">execute</a></span>(<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/context/ExecutionContext.html" title="class in org.apache.sysds.runtime.controlprogram.context">ExecutionContext</a>&nbsp;ec,
<a href="https://docs.oracle.com/javase/8/docs/api/java/util/ArrayList.html?is-external=true" title="class or interface in java.util">ArrayList</a>&lt;<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a>&gt;&nbsp;inputs,
<a href="https://docs.oracle.com/javase/8/docs/api/java/util/ArrayList.html?is-external=true" title="class or interface in java.util">ArrayList</a>&lt;<a href="../../../../../../../org/apache/sysds/runtime/instructions/cp/ScalarObject.html" title="class in org.apache.sysds.runtime.instructions.cp">ScalarObject</a>&gt;&nbsp;scalarObjects)</code>&nbsp;</td>
</tr>
<tr class="altColor">
<td class="colFirst"><code><a href="../../../../../../../org/apache/sysds/runtime/instructions/cp/ScalarObject.html" title="class in org.apache.sysds.runtime.instructions.cp">ScalarObject</a></code></td>
<td class="colLast"><span class="typeNameLabel">SpoofCUDARowwise.</span><code><span class="memberNameLink"><a href="../../../../../../../org/apache/sysds/runtime/codegen/SpoofCUDARowwise.html#execute-org.apache.sysds.runtime.controlprogram.context.ExecutionContext-java.util.ArrayList-java.util.ArrayList-">execute</a></span>(<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/context/ExecutionContext.html" title="class in org.apache.sysds.runtime.controlprogram.context">ExecutionContext</a>&nbsp;ec,
<a href="https://docs.oracle.com/javase/8/docs/api/java/util/ArrayList.html?is-external=true" title="class or interface in java.util">ArrayList</a>&lt;<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a>&gt;&nbsp;inputs,
<a href="https://docs.oracle.com/javase/8/docs/api/java/util/ArrayList.html?is-external=true" title="class or interface in java.util">ArrayList</a>&lt;<a href="../../../../../../../org/apache/sysds/runtime/instructions/cp/ScalarObject.html" title="class in org.apache.sysds.runtime.instructions.cp">ScalarObject</a>&gt;&nbsp;scalarObjects)</code>&nbsp;</td>
</tr>
<tr class="rowColor">
<td class="colFirst"><code><a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a></code></td>
<td class="colLast"><span class="typeNameLabel">SpoofCUDACellwise.</span><code><span class="memberNameLink"><a href="../../../../../../../org/apache/sysds/runtime/codegen/SpoofCUDACellwise.html#execute-org.apache.sysds.runtime.controlprogram.context.ExecutionContext-java.util.ArrayList-java.util.ArrayList-java.lang.String-">execute</a></span>(<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/context/ExecutionContext.html" title="class in org.apache.sysds.runtime.controlprogram.context">ExecutionContext</a>&nbsp;ec,
<a href="https://docs.oracle.com/javase/8/docs/api/java/util/ArrayList.html?is-external=true" title="class or interface in java.util">ArrayList</a>&lt;<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a>&gt;&nbsp;inputs,
<a href="https://docs.oracle.com/javase/8/docs/api/java/util/ArrayList.html?is-external=true" title="class or interface in java.util">ArrayList</a>&lt;<a href="../../../../../../../org/apache/sysds/runtime/instructions/cp/ScalarObject.html" title="class in org.apache.sysds.runtime.instructions.cp">ScalarObject</a>&gt;&nbsp;scalarObjects,
<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a>&nbsp;outputName)</code>&nbsp;</td>
</tr>
<tr class="altColor">
<td class="colFirst"><code><a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a></code></td>
<td class="colLast"><span class="typeNameLabel">SpoofCUDAOperator.</span><code><span class="memberNameLink"><a href="../../../../../../../org/apache/sysds/runtime/codegen/SpoofCUDAOperator.html#execute-org.apache.sysds.runtime.controlprogram.context.ExecutionContext-java.util.ArrayList-java.util.ArrayList-java.lang.String-">execute</a></span>(<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/context/ExecutionContext.html" title="class in org.apache.sysds.runtime.controlprogram.context">ExecutionContext</a>&nbsp;ec,
<a href="https://docs.oracle.com/javase/8/docs/api/java/util/ArrayList.html?is-external=true" title="class or interface in java.util">ArrayList</a>&lt;<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a>&gt;&nbsp;inputs,
<a href="https://docs.oracle.com/javase/8/docs/api/java/util/ArrayList.html?is-external=true" title="class or interface in java.util">ArrayList</a>&lt;<a href="../../../../../../../org/apache/sysds/runtime/instructions/cp/ScalarObject.html" title="class in org.apache.sysds.runtime.instructions.cp">ScalarObject</a>&gt;&nbsp;scalarObjects,
<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a>&nbsp;outputName)</code>&nbsp;</td>
</tr>
<tr class="rowColor">
<td class="colFirst"><code><a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a></code></td>
<td class="colLast"><span class="typeNameLabel">SpoofCUDARowwise.</span><code><span class="memberNameLink"><a href="../../../../../../../org/apache/sysds/runtime/codegen/SpoofCUDARowwise.html#execute-org.apache.sysds.runtime.controlprogram.context.ExecutionContext-java.util.ArrayList-java.util.ArrayList-java.lang.String-">execute</a></span>(<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/context/ExecutionContext.html" title="class in org.apache.sysds.runtime.controlprogram.context">ExecutionContext</a>&nbsp;ec,
<a href="https://docs.oracle.com/javase/8/docs/api/java/util/ArrayList.html?is-external=true" title="class or interface in java.util">ArrayList</a>&lt;<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a>&gt;&nbsp;inputs,
<a href="https://docs.oracle.com/javase/8/docs/api/java/util/ArrayList.html?is-external=true" title="class or interface in java.util">ArrayList</a>&lt;<a href="../../../../../../../org/apache/sysds/runtime/instructions/cp/ScalarObject.html" title="class in org.apache.sysds.runtime.instructions.cp">ScalarObject</a>&gt;&nbsp;scalarObjects,
<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a>&nbsp;outputName)</code>&nbsp;</td>
</tr>
<tr class="altColor">
<td class="colFirst"><code>static boolean</code></td>
<td class="colLast"><span class="typeNameLabel">SpoofRowwise.</span><code><span class="memberNameLink"><a href="../../../../../../../org/apache/sysds/runtime/codegen/SpoofRowwise.html#hasMatrixObjectSideInput-java.util.ArrayList-">hasMatrixObjectSideInput</a></span>(<a href="https://docs.oracle.com/javase/8/docs/api/java/util/ArrayList.html?is-external=true" title="class or interface in java.util">ArrayList</a>&lt;<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a>&gt;&nbsp;inputs)</code>&nbsp;</td>
</tr>
<tr class="rowColor">
<td class="colFirst"><code>default long[]</code></td>
<td class="colLast"><span class="typeNameLabel">SpoofCUDAOperator.</span><code><span class="memberNameLink"><a href="../../../../../../../org/apache/sysds/runtime/codegen/SpoofCUDAOperator.html#prepareInputPointers-org.apache.sysds.runtime.controlprogram.context.ExecutionContext-java.util.ArrayList-int-">prepareInputPointers</a></span>(<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/context/ExecutionContext.html" title="class in org.apache.sysds.runtime.controlprogram.context">ExecutionContext</a>&nbsp;ec,
<a href="https://docs.oracle.com/javase/8/docs/api/java/util/ArrayList.html?is-external=true" title="class or interface in java.util">ArrayList</a>&lt;<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a>&gt;&nbsp;inputs,
int&nbsp;offset)</code>&nbsp;</td>
</tr>
<tr class="altColor">
<td class="colFirst"><code>default long[]</code></td>
<td class="colLast"><span class="typeNameLabel">SpoofCUDAOperator.</span><code><span class="memberNameLink"><a href="../../../../../../../org/apache/sysds/runtime/codegen/SpoofCUDAOperator.html#prepareSideInputPointers-org.apache.sysds.runtime.controlprogram.context.ExecutionContext-java.util.ArrayList-int-boolean-">prepareSideInputPointers</a></span>(<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/context/ExecutionContext.html" title="class in org.apache.sysds.runtime.controlprogram.context">ExecutionContext</a>&nbsp;ec,
<a href="https://docs.oracle.com/javase/8/docs/api/java/util/ArrayList.html?is-external=true" title="class or interface in java.util">ArrayList</a>&lt;<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a>&gt;&nbsp;inputs,
int&nbsp;offset,
boolean&nbsp;tB1)</code>&nbsp;</td>
</tr>
</tbody>
</table>
</li>
<li class="blockList"><a name="org.apache.sysds.runtime.controlprogram.caching">
<!-- -->
</a>
<h3>Uses of <a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a> in <a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/package-summary.html">org.apache.sysds.runtime.controlprogram.caching</a></h3>
<table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing constructors, and an explanation">
<caption><span>Constructors in <a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/package-summary.html">org.apache.sysds.runtime.controlprogram.caching</a> with parameters of type <a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a></span><span class="tabEnd">&nbsp;</span></caption>
<tr>
<th class="colOne" scope="col">Constructor and Description</th>
</tr>
<tbody>
<tr class="altColor">
<td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html#MatrixObject-org.apache.sysds.runtime.controlprogram.caching.MatrixObject-">MatrixObject</a></span>(<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a>&nbsp;mo)</code>
<div class="block">Copy constructor that copies meta data but NO data.</div>
</td>
</tr>
</tbody>
</table>
</li>
<li class="blockList"><a name="org.apache.sysds.runtime.controlprogram.context">
<!-- -->
</a>
<h3>Uses of <a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a> in <a href="../../../../../../../org/apache/sysds/runtime/controlprogram/context/package-summary.html">org.apache.sysds.runtime.controlprogram.context</a></h3>
<table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing methods, and an explanation">
<caption><span>Methods in <a href="../../../../../../../org/apache/sysds/runtime/controlprogram/context/package-summary.html">org.apache.sysds.runtime.controlprogram.context</a> that return <a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a></span><span class="tabEnd">&nbsp;</span></caption>
<tr>
<th class="colFirst" scope="col">Modifier and Type</th>
<th class="colLast" scope="col">Method and Description</th>
</tr>
<tbody>
<tr class="altColor">
<td class="colFirst"><code><a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a></code></td>
<td class="colLast"><span class="typeNameLabel">ExecutionContext.</span><code><span class="memberNameLink"><a href="../../../../../../../org/apache/sysds/runtime/controlprogram/context/ExecutionContext.html#allocateGPUMatrixObject-java.lang.String-long-long-">allocateGPUMatrixObject</a></span>(<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a>&nbsp;varName,
long&nbsp;numRows,
long&nbsp;numCols)</code>
<div class="block">Allocates the <a href="../../../../../../../org/apache/sysds/runtime/instructions/gpu/context/GPUObject.html" title="class in org.apache.sysds.runtime.instructions.gpu.context"><code>GPUObject</code></a> for a given LOPS Variable (eg.</div>
</td>
</tr>
<tr class="rowColor">
<td class="colFirst"><code>static <a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a></code></td>
<td class="colLast"><span class="typeNameLabel">ExecutionContext.</span><code><span class="memberNameLink"><a href="../../../../../../../org/apache/sysds/runtime/controlprogram/context/ExecutionContext.html#createMatrixObject-org.apache.sysds.runtime.matrix.data.MatrixBlock-">createMatrixObject</a></span>(<a href="../../../../../../../org/apache/sysds/runtime/matrix/data/MatrixBlock.html" title="class in org.apache.sysds.runtime.matrix.data">MatrixBlock</a>&nbsp;mb)</code>&nbsp;</td>
</tr>
<tr class="altColor">
<td class="colFirst"><code><a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a></code></td>
<td class="colLast"><span class="typeNameLabel">ExecutionContext.</span><code><span class="memberNameLink"><a href="../../../../../../../org/apache/sysds/runtime/controlprogram/context/ExecutionContext.html#getMatrixInputForGPUInstruction-java.lang.String-java.lang.String-">getMatrixInputForGPUInstruction</a></span>(<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a>&nbsp;varName,
<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a>&nbsp;opcode)</code>&nbsp;</td>
</tr>
<tr class="rowColor">
<td class="colFirst"><code><a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a></code></td>
<td class="colLast"><span class="typeNameLabel">ExecutionContext.</span><code><span class="memberNameLink"><a href="../../../../../../../org/apache/sysds/runtime/controlprogram/context/ExecutionContext.html#getMatrixObject-org.apache.sysds.runtime.instructions.cp.CPOperand-">getMatrixObject</a></span>(<a href="../../../../../../../org/apache/sysds/runtime/instructions/cp/CPOperand.html" title="class in org.apache.sysds.runtime.instructions.cp">CPOperand</a>&nbsp;input)</code>&nbsp;</td>
</tr>
<tr class="altColor">
<td class="colFirst"><code><a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a></code></td>
<td class="colLast"><span class="typeNameLabel">ExecutionContext.</span><code><span class="memberNameLink"><a href="../../../../../../../org/apache/sysds/runtime/controlprogram/context/ExecutionContext.html#getMatrixObject-java.lang.String-">getMatrixObject</a></span>(<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a>&nbsp;varname)</code>&nbsp;</td>
</tr>
</tbody>
</table>
<table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing methods, and an explanation">
<caption><span>Methods in <a href="../../../../../../../org/apache/sysds/runtime/controlprogram/context/package-summary.html">org.apache.sysds.runtime.controlprogram.context</a> that return types with arguments of type <a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a></span><span class="tabEnd">&nbsp;</span></caption>
<tr>
<th class="colFirst" scope="col">Modifier and Type</th>
<th class="colLast" scope="col">Method and Description</th>
</tr>
<tbody>
<tr class="altColor">
<td class="colFirst"><code><a href="../../../../../../../org/apache/sysds/runtime/matrix/data/Pair.html" title="class in org.apache.sysds.runtime.matrix.data">Pair</a>&lt;<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a>,<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/Boolean.html?is-external=true" title="class or interface in java.lang">Boolean</a>&gt;</code></td>
<td class="colLast"><span class="typeNameLabel">ExecutionContext.</span><code><span class="memberNameLink"><a href="../../../../../../../org/apache/sysds/runtime/controlprogram/context/ExecutionContext.html#getDenseMatrixOutputForGPUInstruction-java.lang.String-long-long-">getDenseMatrixOutputForGPUInstruction</a></span>(<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a>&nbsp;varName,
long&nbsp;numRows,
long&nbsp;numCols)</code>
<div class="block">Allocates a dense matrix on the GPU (for output)</div>
</td>
</tr>
<tr class="rowColor">
<td class="colFirst"><code><a href="../../../../../../../org/apache/sysds/runtime/matrix/data/Pair.html" title="class in org.apache.sysds.runtime.matrix.data">Pair</a>&lt;<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a>,<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/Boolean.html?is-external=true" title="class or interface in java.lang">Boolean</a>&gt;</code></td>
<td class="colLast"><span class="typeNameLabel">ExecutionContext.</span><code><span class="memberNameLink"><a href="../../../../../../../org/apache/sysds/runtime/controlprogram/context/ExecutionContext.html#getSparseMatrixOutputForGPUInstruction-java.lang.String-long-long-long-">getSparseMatrixOutputForGPUInstruction</a></span>(<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a>&nbsp;varName,
long&nbsp;numRows,
long&nbsp;numCols,
long&nbsp;nnz)</code>
<div class="block">Allocates a sparse matrix in CSR format on the GPU.</div>
</td>
</tr>
</tbody>
</table>
<table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing methods, and an explanation">
<caption><span>Methods in <a href="../../../../../../../org/apache/sysds/runtime/controlprogram/context/package-summary.html">org.apache.sysds.runtime.controlprogram.context</a> with parameters of type <a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a></span><span class="tabEnd">&nbsp;</span></caption>
<tr>
<th class="colFirst" scope="col">Modifier and Type</th>
<th class="colLast" scope="col">Method and Description</th>
</tr>
<tbody>
<tr class="altColor">
<td class="colFirst"><code><a href="../../../../../../../org/apache/sysds/runtime/instructions/spark/data/PartitionedBroadcast.html" title="class in org.apache.sysds.runtime.instructions.spark.data">PartitionedBroadcast</a>&lt;<a href="../../../../../../../org/apache/sysds/runtime/matrix/data/MatrixBlock.html" title="class in org.apache.sysds.runtime.matrix.data">MatrixBlock</a>&gt;</code></td>
<td class="colLast"><span class="typeNameLabel">SparkExecutionContext.</span><code><span class="memberNameLink"><a href="../../../../../../../org/apache/sysds/runtime/controlprogram/context/SparkExecutionContext.html#getBroadcastForMatrixObject-org.apache.sysds.runtime.controlprogram.caching.MatrixObject-">getBroadcastForMatrixObject</a></span>(<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a>&nbsp;mo)</code>&nbsp;</td>
</tr>
<tr class="rowColor">
<td class="colFirst"><code>long</code></td>
<td class="colLast"><span class="typeNameLabel">ExecutionContext.</span><code><span class="memberNameLink"><a href="../../../../../../../org/apache/sysds/runtime/controlprogram/context/ExecutionContext.html#getGPUDensePointerAddress-org.apache.sysds.runtime.controlprogram.caching.MatrixObject-">getGPUDensePointerAddress</a></span>(<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a>&nbsp;obj)</code>&nbsp;</td>
</tr>
<tr class="altColor">
<td class="colFirst"><code><a href="../../../../../../../org/apache/sysds/runtime/instructions/gpu/context/CSRPointer.html" title="class in org.apache.sysds.runtime.instructions.gpu.context">CSRPointer</a></code></td>
<td class="colLast"><span class="typeNameLabel">ExecutionContext.</span><code><span class="memberNameLink"><a href="../../../../../../../org/apache/sysds/runtime/controlprogram/context/ExecutionContext.html#getGPUSparsePointerAddress-org.apache.sysds.runtime.controlprogram.caching.MatrixObject-">getGPUSparsePointerAddress</a></span>(<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a>&nbsp;obj)</code>&nbsp;</td>
</tr>
<tr class="rowColor">
<td class="colFirst"><code>org.apache.spark.api.java.JavaPairRDD&lt;?,?&gt;</code></td>
<td class="colLast"><span class="typeNameLabel">SparkExecutionContext.</span><code><span class="memberNameLink"><a href="../../../../../../../org/apache/sysds/runtime/controlprogram/context/SparkExecutionContext.html#getRDDHandleForMatrixObject-org.apache.sysds.runtime.controlprogram.caching.MatrixObject-org.apache.sysds.common.Types.FileFormat-">getRDDHandleForMatrixObject</a></span>(<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a>&nbsp;mo,
<a href="../../../../../../../org/apache/sysds/common/Types.FileFormat.html" title="enum in org.apache.sysds.common">Types.FileFormat</a>&nbsp;fmt)</code>&nbsp;</td>
</tr>
<tr class="altColor">
<td class="colFirst"><code>org.apache.spark.api.java.JavaPairRDD&lt;?,?&gt;</code></td>
<td class="colLast"><span class="typeNameLabel">SparkExecutionContext.</span><code><span class="memberNameLink"><a href="../../../../../../../org/apache/sysds/runtime/controlprogram/context/SparkExecutionContext.html#getRDDHandleForMatrixObject-org.apache.sysds.runtime.controlprogram.caching.MatrixObject-org.apache.sysds.common.Types.FileFormat-int-boolean-">getRDDHandleForMatrixObject</a></span>(<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a>&nbsp;mo,
<a href="../../../../../../../org/apache/sysds/common/Types.FileFormat.html" title="enum in org.apache.sysds.common">Types.FileFormat</a>&nbsp;fmt,
int&nbsp;numParts,
boolean&nbsp;inclEmpty)</code>&nbsp;</td>
</tr>
</tbody>
</table>
</li>
<li class="blockList"><a name="org.apache.sysds.runtime.controlprogram.paramserv">
<!-- -->
</a>
<h3>Uses of <a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a> in <a href="../../../../../../../org/apache/sysds/runtime/controlprogram/paramserv/package-summary.html">org.apache.sysds.runtime.controlprogram.paramserv</a></h3>
<table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing methods, and an explanation">
<caption><span>Methods in <a href="../../../../../../../org/apache/sysds/runtime/controlprogram/paramserv/package-summary.html">org.apache.sysds.runtime.controlprogram.paramserv</a> that return <a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a></span><span class="tabEnd">&nbsp;</span></caption>
<tr>
<th class="colFirst" scope="col">Modifier and Type</th>
<th class="colLast" scope="col">Method and Description</th>
</tr>
<tbody>
<tr class="altColor">
<td class="colFirst"><code>static <a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a></code></td>
<td class="colLast"><span class="typeNameLabel">ParamservUtils.</span><code><span class="memberNameLink"><a href="../../../../../../../org/apache/sysds/runtime/controlprogram/paramserv/ParamservUtils.html#createShallowCopy-org.apache.sysds.runtime.controlprogram.caching.MatrixObject-">createShallowCopy</a></span>(<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a>&nbsp;mo)</code>&nbsp;</td>
</tr>
<tr class="rowColor">
<td class="colFirst"><code><a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a></code></td>
<td class="colLast"><span class="typeNameLabel">PSWorker.</span><code><span class="memberNameLink"><a href="../../../../../../../org/apache/sysds/runtime/controlprogram/paramserv/PSWorker.html#getFeatures--">getFeatures</a></span>()</code>&nbsp;</td>
</tr>
<tr class="altColor">
<td class="colFirst"><code><a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a></code></td>
<td class="colLast"><span class="typeNameLabel">PSWorker.</span><code><span class="memberNameLink"><a href="../../../../../../../org/apache/sysds/runtime/controlprogram/paramserv/PSWorker.html#getLabels--">getLabels</a></span>()</code>&nbsp;</td>
</tr>
<tr class="rowColor">
<td class="colFirst"><code>static <a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a></code></td>
<td class="colLast"><span class="typeNameLabel">ParamservUtils.</span><code><span class="memberNameLink"><a href="../../../../../../../org/apache/sysds/runtime/controlprogram/paramserv/ParamservUtils.html#newMatrixObject-org.apache.sysds.runtime.matrix.data.MatrixBlock-">newMatrixObject</a></span>(<a href="../../../../../../../org/apache/sysds/runtime/matrix/data/MatrixBlock.html" title="class in org.apache.sysds.runtime.matrix.data">MatrixBlock</a>&nbsp;mb)</code>&nbsp;</td>
</tr>
<tr class="altColor">
<td class="colFirst"><code>static <a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a></code></td>
<td class="colLast"><span class="typeNameLabel">ParamservUtils.</span><code><span class="memberNameLink"><a href="../../../../../../../org/apache/sysds/runtime/controlprogram/paramserv/ParamservUtils.html#newMatrixObject-org.apache.sysds.runtime.matrix.data.MatrixBlock-boolean-">newMatrixObject</a></span>(<a href="../../../../../../../org/apache/sysds/runtime/matrix/data/MatrixBlock.html" title="class in org.apache.sysds.runtime.matrix.data">MatrixBlock</a>&nbsp;mb,
boolean&nbsp;cleanup)</code>&nbsp;</td>
</tr>
<tr class="rowColor">
<td class="colFirst"><code>static <a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a></code></td>
<td class="colLast"><span class="typeNameLabel">ParamservUtils.</span><code><span class="memberNameLink"><a href="../../../../../../../org/apache/sysds/runtime/controlprogram/paramserv/ParamservUtils.html#sliceMatrix-org.apache.sysds.runtime.controlprogram.caching.MatrixObject-long-long-">sliceMatrix</a></span>(<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a>&nbsp;mo,
long&nbsp;rl,
long&nbsp;rh)</code>
<div class="block">Slice the matrix</div>
</td>
</tr>
</tbody>
</table>
<table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing methods, and an explanation">
<caption><span>Methods in <a href="../../../../../../../org/apache/sysds/runtime/controlprogram/paramserv/package-summary.html">org.apache.sysds.runtime.controlprogram.paramserv</a> with parameters of type <a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a></span><span class="tabEnd">&nbsp;</span></caption>
<tr>
<th class="colFirst" scope="col">Modifier and Type</th>
<th class="colLast" scope="col">Method and Description</th>
</tr>
<tbody>
<tr class="altColor">
<td class="colFirst"><code>static <a href="../../../../../../../org/apache/sysds/runtime/controlprogram/paramserv/LocalParamServer.html" title="class in org.apache.sysds.runtime.controlprogram.paramserv">LocalParamServer</a></code></td>
<td class="colLast"><span class="typeNameLabel">LocalParamServer.</span><code><span class="memberNameLink"><a href="../../../../../../../org/apache/sysds/runtime/controlprogram/paramserv/LocalParamServer.html#create-org.apache.sysds.runtime.instructions.cp.ListObject-java.lang.String-org.apache.sysds.parser.Statement.PSUpdateType-org.apache.sysds.parser.Statement.PSFrequency-org.apache.sysds.runtime.controlprogram.context.ExecutionContext-int-java.lang.String-int-org.apache.sysds.runtime.controlprogram.caching.MatrixObject-org.apache.sysds.runtime.controlprogram.caching.MatrixObject-">create</a></span>(<a href="../../../../../../../org/apache/sysds/runtime/instructions/cp/ListObject.html" title="class in org.apache.sysds.runtime.instructions.cp">ListObject</a>&nbsp;model,
<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a>&nbsp;aggFunc,
<a href="../../../../../../../org/apache/sysds/parser/Statement.PSUpdateType.html" title="enum in org.apache.sysds.parser">Statement.PSUpdateType</a>&nbsp;updateType,
<a href="../../../../../../../org/apache/sysds/parser/Statement.PSFrequency.html" title="enum in org.apache.sysds.parser">Statement.PSFrequency</a>&nbsp;freq,
<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/context/ExecutionContext.html" title="class in org.apache.sysds.runtime.controlprogram.context">ExecutionContext</a>&nbsp;ec,
int&nbsp;workerNum,
<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a>&nbsp;valFunc,
int&nbsp;numBatchesPerEpoch,
<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a>&nbsp;valFeatures,
<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a>&nbsp;valLabels)</code>&nbsp;</td>
</tr>
<tr class="rowColor">
<td class="colFirst"><code>static <a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a></code></td>
<td class="colLast"><span class="typeNameLabel">ParamservUtils.</span><code><span class="memberNameLink"><a href="../../../../../../../org/apache/sysds/runtime/controlprogram/paramserv/ParamservUtils.html#createShallowCopy-org.apache.sysds.runtime.controlprogram.caching.MatrixObject-">createShallowCopy</a></span>(<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a>&nbsp;mo)</code>&nbsp;</td>
</tr>
<tr class="altColor">
<td class="colFirst"><code>static org.apache.spark.api.java.JavaPairRDD&lt;<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/Integer.html?is-external=true" title="class or interface in java.lang">Integer</a>,scala.Tuple2&lt;<a href="../../../../../../../org/apache/sysds/runtime/matrix/data/MatrixBlock.html" title="class in org.apache.sysds.runtime.matrix.data">MatrixBlock</a>,<a href="../../../../../../../org/apache/sysds/runtime/matrix/data/MatrixBlock.html" title="class in org.apache.sysds.runtime.matrix.data">MatrixBlock</a>&gt;&gt;</code></td>
<td class="colLast"><span class="typeNameLabel">ParamservUtils.</span><code><span class="memberNameLink"><a href="../../../../../../../org/apache/sysds/runtime/controlprogram/paramserv/ParamservUtils.html#doPartitionOnSpark-org.apache.sysds.runtime.controlprogram.context.SparkExecutionContext-org.apache.sysds.runtime.controlprogram.caching.MatrixObject-org.apache.sysds.runtime.controlprogram.caching.MatrixObject-org.apache.sysds.parser.Statement.PSScheme-int-">doPartitionOnSpark</a></span>(<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/context/SparkExecutionContext.html" title="class in org.apache.sysds.runtime.controlprogram.context">SparkExecutionContext</a>&nbsp;sec,
<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a>&nbsp;features,
<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a>&nbsp;labels,
<a href="../../../../../../../org/apache/sysds/parser/Statement.PSScheme.html" title="enum in org.apache.sysds.parser">Statement.PSScheme</a>&nbsp;scheme,
int&nbsp;workerNum)</code>&nbsp;</td>
</tr>
<tr class="rowColor">
<td class="colFirst"><code>void</code></td>
<td class="colLast"><span class="typeNameLabel">PSWorker.</span><code><span class="memberNameLink"><a href="../../../../../../../org/apache/sysds/runtime/controlprogram/paramserv/PSWorker.html#setFeatures-org.apache.sysds.runtime.controlprogram.caching.MatrixObject-">setFeatures</a></span>(<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a>&nbsp;features)</code>&nbsp;</td>
</tr>
<tr class="altColor">
<td class="colFirst"><code>void</code></td>
<td class="colLast"><span class="typeNameLabel">PSWorker.</span><code><span class="memberNameLink"><a href="../../../../../../../org/apache/sysds/runtime/controlprogram/paramserv/PSWorker.html#setLabels-org.apache.sysds.runtime.controlprogram.caching.MatrixObject-">setLabels</a></span>(<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a>&nbsp;labels)</code>&nbsp;</td>
</tr>
<tr class="rowColor">
<td class="colFirst"><code>static <a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a></code></td>
<td class="colLast"><span class="typeNameLabel">ParamservUtils.</span><code><span class="memberNameLink"><a href="../../../../../../../org/apache/sysds/runtime/controlprogram/paramserv/ParamservUtils.html#sliceMatrix-org.apache.sysds.runtime.controlprogram.caching.MatrixObject-long-long-">sliceMatrix</a></span>(<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a>&nbsp;mo,
long&nbsp;rl,
long&nbsp;rh)</code>
<div class="block">Slice the matrix</div>
</td>
</tr>
</tbody>
</table>
</li>
<li class="blockList"><a name="org.apache.sysds.runtime.controlprogram.paramserv.dp">
<!-- -->
</a>
<h3>Uses of <a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a> in <a href="../../../../../../../org/apache/sysds/runtime/controlprogram/paramserv/dp/package-summary.html">org.apache.sysds.runtime.controlprogram.paramserv.dp</a></h3>
<table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing fields, and an explanation">
<caption><span>Fields in <a href="../../../../../../../org/apache/sysds/runtime/controlprogram/paramserv/dp/package-summary.html">org.apache.sysds.runtime.controlprogram.paramserv.dp</a> with type parameters of type <a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a></span><span class="tabEnd">&nbsp;</span></caption>
<tr>
<th class="colFirst" scope="col">Modifier and Type</th>
<th class="colLast" scope="col">Field and Description</th>
</tr>
<tbody>
<tr class="altColor">
<td class="colFirst"><code><a href="https://docs.oracle.com/javase/8/docs/api/java/util/List.html?is-external=true" title="class or interface in java.util">List</a>&lt;<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a>&gt;</code></td>
<td class="colLast"><span class="typeNameLabel">DataPartitionFederatedScheme.Result.</span><code><span class="memberNameLink"><a href="../../../../../../../org/apache/sysds/runtime/controlprogram/paramserv/dp/DataPartitionFederatedScheme.Result.html#Z:Z_pFeatures">_pFeatures</a></span></code>&nbsp;</td>
</tr>
<tr class="rowColor">
<td class="colFirst"><code><a href="https://docs.oracle.com/javase/8/docs/api/java/util/List.html?is-external=true" title="class or interface in java.util">List</a>&lt;<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a>&gt;</code></td>
<td class="colLast"><span class="typeNameLabel">DataPartitionFederatedScheme.Result.</span><code><span class="memberNameLink"><a href="../../../../../../../org/apache/sysds/runtime/controlprogram/paramserv/dp/DataPartitionFederatedScheme.Result.html#Z:Z_pLabels">_pLabels</a></span></code>&nbsp;</td>
</tr>
<tr class="altColor">
<td class="colFirst"><code><a href="https://docs.oracle.com/javase/8/docs/api/java/util/List.html?is-external=true" title="class or interface in java.util">List</a>&lt;<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a>&gt;</code></td>
<td class="colLast"><span class="typeNameLabel">DataPartitionLocalScheme.Result.</span><code><span class="memberNameLink"><a href="../../../../../../../org/apache/sysds/runtime/controlprogram/paramserv/dp/DataPartitionLocalScheme.Result.html#pFeatures">pFeatures</a></span></code>&nbsp;</td>
</tr>
<tr class="rowColor">
<td class="colFirst"><code><a href="https://docs.oracle.com/javase/8/docs/api/java/util/List.html?is-external=true" title="class or interface in java.util">List</a>&lt;<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a>&gt;</code></td>
<td class="colLast"><span class="typeNameLabel">DataPartitionLocalScheme.Result.</span><code><span class="memberNameLink"><a href="../../../../../../../org/apache/sysds/runtime/controlprogram/paramserv/dp/DataPartitionLocalScheme.Result.html#pLabels">pLabels</a></span></code>&nbsp;</td>
</tr>
</tbody>
</table>
<table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing methods, and an explanation">
<caption><span>Methods in <a href="../../../../../../../org/apache/sysds/runtime/controlprogram/paramserv/dp/package-summary.html">org.apache.sysds.runtime.controlprogram.paramserv.dp</a> with parameters of type <a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a></span><span class="tabEnd">&nbsp;</span></caption>
<tr>
<th class="colFirst" scope="col">Modifier and Type</th>
<th class="colLast" scope="col">Method and Description</th>
</tr>
<tbody>
<tr class="altColor">
<td class="colFirst"><code><a href="../../../../../../../org/apache/sysds/runtime/controlprogram/paramserv/dp/DataPartitionFederatedScheme.Result.html" title="class in org.apache.sysds.runtime.controlprogram.paramserv.dp">DataPartitionFederatedScheme.Result</a></code></td>
<td class="colLast"><span class="typeNameLabel">FederatedDataPartitioner.</span><code><span class="memberNameLink"><a href="../../../../../../../org/apache/sysds/runtime/controlprogram/paramserv/dp/FederatedDataPartitioner.html#doPartitioning-org.apache.sysds.runtime.controlprogram.caching.MatrixObject-org.apache.sysds.runtime.controlprogram.caching.MatrixObject-">doPartitioning</a></span>(<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a>&nbsp;features,
<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a>&nbsp;labels)</code>&nbsp;</td>
</tr>
<tr class="rowColor">
<td class="colFirst"><code><a href="../../../../../../../org/apache/sysds/runtime/controlprogram/paramserv/dp/DataPartitionFederatedScheme.Result.html" title="class in org.apache.sysds.runtime.controlprogram.paramserv.dp">DataPartitionFederatedScheme.Result</a></code></td>
<td class="colLast"><span class="typeNameLabel">SubsampleToMinFederatedScheme.</span><code><span class="memberNameLink"><a href="../../../../../../../org/apache/sysds/runtime/controlprogram/paramserv/dp/SubsampleToMinFederatedScheme.html#partition-org.apache.sysds.runtime.controlprogram.caching.MatrixObject-org.apache.sysds.runtime.controlprogram.caching.MatrixObject-int-">partition</a></span>(<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a>&nbsp;features,
<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a>&nbsp;labels,
int&nbsp;seed)</code>&nbsp;</td>
</tr>
<tr class="altColor">
<td class="colFirst"><code><a href="../../../../../../../org/apache/sysds/runtime/controlprogram/paramserv/dp/DataPartitionFederatedScheme.Result.html" title="class in org.apache.sysds.runtime.controlprogram.paramserv.dp">DataPartitionFederatedScheme.Result</a></code></td>
<td class="colLast"><span class="typeNameLabel">ReplicateToMaxFederatedScheme.</span><code><span class="memberNameLink"><a href="../../../../../../../org/apache/sysds/runtime/controlprogram/paramserv/dp/ReplicateToMaxFederatedScheme.html#partition-org.apache.sysds.runtime.controlprogram.caching.MatrixObject-org.apache.sysds.runtime.controlprogram.caching.MatrixObject-int-">partition</a></span>(<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a>&nbsp;features,
<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a>&nbsp;labels,
int&nbsp;seed)</code>&nbsp;</td>
</tr>
<tr class="rowColor">
<td class="colFirst"><code>abstract <a href="../../../../../../../org/apache/sysds/runtime/controlprogram/paramserv/dp/DataPartitionFederatedScheme.Result.html" title="class in org.apache.sysds.runtime.controlprogram.paramserv.dp">DataPartitionFederatedScheme.Result</a></code></td>
<td class="colLast"><span class="typeNameLabel">DataPartitionFederatedScheme.</span><code><span class="memberNameLink"><a href="../../../../../../../org/apache/sysds/runtime/controlprogram/paramserv/dp/DataPartitionFederatedScheme.html#partition-org.apache.sysds.runtime.controlprogram.caching.MatrixObject-org.apache.sysds.runtime.controlprogram.caching.MatrixObject-int-">partition</a></span>(<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a>&nbsp;features,
<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a>&nbsp;labels,
int&nbsp;seed)</code>&nbsp;</td>
</tr>
<tr class="altColor">
<td class="colFirst"><code><a href="../../../../../../../org/apache/sysds/runtime/controlprogram/paramserv/dp/DataPartitionFederatedScheme.Result.html" title="class in org.apache.sysds.runtime.controlprogram.paramserv.dp">DataPartitionFederatedScheme.Result</a></code></td>
<td class="colLast"><span class="typeNameLabel">BalanceToAvgFederatedScheme.</span><code><span class="memberNameLink"><a href="../../../../../../../org/apache/sysds/runtime/controlprogram/paramserv/dp/BalanceToAvgFederatedScheme.html#partition-org.apache.sysds.runtime.controlprogram.caching.MatrixObject-org.apache.sysds.runtime.controlprogram.caching.MatrixObject-int-">partition</a></span>(<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a>&nbsp;features,
<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a>&nbsp;labels,
int&nbsp;seed)</code>&nbsp;</td>
</tr>
<tr class="rowColor">
<td class="colFirst"><code><a href="../../../../../../../org/apache/sysds/runtime/controlprogram/paramserv/dp/DataPartitionFederatedScheme.Result.html" title="class in org.apache.sysds.runtime.controlprogram.paramserv.dp">DataPartitionFederatedScheme.Result</a></code></td>
<td class="colLast"><span class="typeNameLabel">ShuffleFederatedScheme.</span><code><span class="memberNameLink"><a href="../../../../../../../org/apache/sysds/runtime/controlprogram/paramserv/dp/ShuffleFederatedScheme.html#partition-org.apache.sysds.runtime.controlprogram.caching.MatrixObject-org.apache.sysds.runtime.controlprogram.caching.MatrixObject-int-">partition</a></span>(<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a>&nbsp;features,
<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a>&nbsp;labels,
int&nbsp;seed)</code>&nbsp;</td>
</tr>
<tr class="altColor">
<td class="colFirst"><code><a href="../../../../../../../org/apache/sysds/runtime/controlprogram/paramserv/dp/DataPartitionFederatedScheme.Result.html" title="class in org.apache.sysds.runtime.controlprogram.paramserv.dp">DataPartitionFederatedScheme.Result</a></code></td>
<td class="colLast"><span class="typeNameLabel">KeepDataOnWorkerFederatedScheme.</span><code><span class="memberNameLink"><a href="../../../../../../../org/apache/sysds/runtime/controlprogram/paramserv/dp/KeepDataOnWorkerFederatedScheme.html#partition-org.apache.sysds.runtime.controlprogram.caching.MatrixObject-org.apache.sysds.runtime.controlprogram.caching.MatrixObject-int-">partition</a></span>(<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a>&nbsp;features,
<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a>&nbsp;labels,
int&nbsp;seed)</code>&nbsp;</td>
</tr>
</tbody>
</table>
<table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing constructors, and an explanation">
<caption><span>Constructor parameters in <a href="../../../../../../../org/apache/sysds/runtime/controlprogram/paramserv/dp/package-summary.html">org.apache.sysds.runtime.controlprogram.paramserv.dp</a> with type arguments of type <a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a></span><span class="tabEnd">&nbsp;</span></caption>
<tr>
<th class="colOne" scope="col">Constructor and Description</th>
</tr>
<tbody>
<tr class="altColor">
<td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../../org/apache/sysds/runtime/controlprogram/paramserv/dp/DataPartitionLocalScheme.Result.html#Result-java.util.List-java.util.List-">Result</a></span>(<a href="https://docs.oracle.com/javase/8/docs/api/java/util/List.html?is-external=true" title="class or interface in java.util">List</a>&lt;<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a>&gt;&nbsp;pFeatures,
<a href="https://docs.oracle.com/javase/8/docs/api/java/util/List.html?is-external=true" title="class or interface in java.util">List</a>&lt;<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a>&gt;&nbsp;pLabels)</code>&nbsp;</td>
</tr>
<tr class="rowColor">
<td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../../org/apache/sysds/runtime/controlprogram/paramserv/dp/DataPartitionLocalScheme.Result.html#Result-java.util.List-java.util.List-">Result</a></span>(<a href="https://docs.oracle.com/javase/8/docs/api/java/util/List.html?is-external=true" title="class or interface in java.util">List</a>&lt;<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a>&gt;&nbsp;pFeatures,
<a href="https://docs.oracle.com/javase/8/docs/api/java/util/List.html?is-external=true" title="class or interface in java.util">List</a>&lt;<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a>&gt;&nbsp;pLabels)</code>&nbsp;</td>
</tr>
<tr class="altColor">
<td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../../org/apache/sysds/runtime/controlprogram/paramserv/dp/DataPartitionFederatedScheme.Result.html#Result-java.util.List-java.util.List-int-org.apache.sysds.runtime.controlprogram.paramserv.dp.DataPartitionFederatedScheme.BalanceMetrics-java.util.List-">Result</a></span>(<a href="https://docs.oracle.com/javase/8/docs/api/java/util/List.html?is-external=true" title="class or interface in java.util">List</a>&lt;<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a>&gt;&nbsp;pFeatures,
<a href="https://docs.oracle.com/javase/8/docs/api/java/util/List.html?is-external=true" title="class or interface in java.util">List</a>&lt;<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a>&gt;&nbsp;pLabels,
int&nbsp;workerNum,
<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/paramserv/dp/DataPartitionFederatedScheme.BalanceMetrics.html" title="class in org.apache.sysds.runtime.controlprogram.paramserv.dp">DataPartitionFederatedScheme.BalanceMetrics</a>&nbsp;balanceMetrics,
<a href="https://docs.oracle.com/javase/8/docs/api/java/util/List.html?is-external=true" title="class or interface in java.util">List</a>&lt;<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>&gt;&nbsp;weightingFactors)</code>&nbsp;</td>
</tr>
<tr class="rowColor">
<td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../../org/apache/sysds/runtime/controlprogram/paramserv/dp/DataPartitionFederatedScheme.Result.html#Result-java.util.List-java.util.List-int-org.apache.sysds.runtime.controlprogram.paramserv.dp.DataPartitionFederatedScheme.BalanceMetrics-java.util.List-">Result</a></span>(<a href="https://docs.oracle.com/javase/8/docs/api/java/util/List.html?is-external=true" title="class or interface in java.util">List</a>&lt;<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a>&gt;&nbsp;pFeatures,
<a href="https://docs.oracle.com/javase/8/docs/api/java/util/List.html?is-external=true" title="class or interface in java.util">List</a>&lt;<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a>&gt;&nbsp;pLabels,
int&nbsp;workerNum,
<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/paramserv/dp/DataPartitionFederatedScheme.BalanceMetrics.html" title="class in org.apache.sysds.runtime.controlprogram.paramserv.dp">DataPartitionFederatedScheme.BalanceMetrics</a>&nbsp;balanceMetrics,
<a href="https://docs.oracle.com/javase/8/docs/api/java/util/List.html?is-external=true" title="class or interface in java.util">List</a>&lt;<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>&gt;&nbsp;weightingFactors)</code>&nbsp;</td>
</tr>
</tbody>
</table>
</li>
<li class="blockList"><a name="org.apache.sysds.runtime.controlprogram.parfor">
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</a>
<h3>Uses of <a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a> in <a href="../../../../../../../org/apache/sysds/runtime/controlprogram/parfor/package-summary.html">org.apache.sysds.runtime.controlprogram.parfor</a></h3>
<table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing methods, and an explanation">
<caption><span>Methods in <a href="../../../../../../../org/apache/sysds/runtime/controlprogram/parfor/package-summary.html">org.apache.sysds.runtime.controlprogram.parfor</a> that return <a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a></span><span class="tabEnd">&nbsp;</span></caption>
<tr>
<th class="colFirst" scope="col">Modifier and Type</th>
<th class="colLast" scope="col">Method and Description</th>
</tr>
<tbody>
<tr class="altColor">
<td class="colFirst"><code><a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a></code></td>
<td class="colLast"><span class="typeNameLabel">DataPartitioner.</span><code><span class="memberNameLink"><a href="../../../../../../../org/apache/sysds/runtime/controlprogram/parfor/DataPartitioner.html#createPartitionedMatrixObject-org.apache.sysds.runtime.controlprogram.caching.MatrixObject-org.apache.sysds.runtime.controlprogram.caching.MatrixObject-boolean-">createPartitionedMatrixObject</a></span>(<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a>&nbsp;in,
<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a>&nbsp;out,
boolean&nbsp;force)</code>
<div class="block">Creates a partitioned matrix object based on the given input matrix object,
according to the specified split format.</div>
</td>
</tr>
<tr class="rowColor">
<td class="colFirst"><code><a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a></code></td>
<td class="colLast"><span class="typeNameLabel">DataPartitioner.</span><code><span class="memberNameLink"><a href="../../../../../../../org/apache/sysds/runtime/controlprogram/parfor/DataPartitioner.html#createPartitionedMatrixObject-org.apache.sysds.runtime.controlprogram.caching.MatrixObject-java.lang.String-">createPartitionedMatrixObject</a></span>(<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a>&nbsp;in,
<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a>&nbsp;fnameNew)</code>&nbsp;</td>
</tr>
<tr class="altColor">
<td class="colFirst"><code><a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a></code></td>
<td class="colLast"><span class="typeNameLabel">DataPartitioner.</span><code><span class="memberNameLink"><a href="../../../../../../../org/apache/sysds/runtime/controlprogram/parfor/DataPartitioner.html#createPartitionedMatrixObject-org.apache.sysds.runtime.controlprogram.caching.MatrixObject-java.lang.String-boolean-">createPartitionedMatrixObject</a></span>(<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a>&nbsp;in,
<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a>&nbsp;fnameNew,
boolean&nbsp;force)</code>&nbsp;</td>
</tr>
<tr class="rowColor">
<td class="colFirst"><code><a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a></code></td>
<td class="colLast"><span class="typeNameLabel">ResultMergeRemoteSparkWCompare.</span><code><span class="memberNameLink"><a href="../../../../../../../org/apache/sysds/runtime/controlprogram/parfor/ResultMergeRemoteSparkWCompare.html#executeParallelMerge-int-">executeParallelMerge</a></span>(int&nbsp;par)</code>&nbsp;</td>
</tr>
<tr class="altColor">
<td class="colFirst"><code><a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a></code></td>
<td class="colLast"><span class="typeNameLabel">ResultMergeRemoteSpark.</span><code><span class="memberNameLink"><a href="../../../../../../../org/apache/sysds/runtime/controlprogram/parfor/ResultMergeRemoteSpark.html#executeParallelMerge-int-">executeParallelMerge</a></span>(int&nbsp;par)</code>&nbsp;</td>
</tr>
<tr class="rowColor">
<td class="colFirst"><code><a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a></code></td>
<td class="colLast"><span class="typeNameLabel">ResultMergeLocalAutomatic.</span><code><span class="memberNameLink"><a href="../../../../../../../org/apache/sysds/runtime/controlprogram/parfor/ResultMergeLocalAutomatic.html#executeParallelMerge-int-">executeParallelMerge</a></span>(int&nbsp;par)</code>&nbsp;</td>
</tr>
<tr class="altColor">
<td class="colFirst"><code>abstract <a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a></code></td>
<td class="colLast"><span class="typeNameLabel">ResultMerge.</span><code><span class="memberNameLink"><a href="../../../../../../../org/apache/sysds/runtime/controlprogram/parfor/ResultMerge.html#executeParallelMerge-int-">executeParallelMerge</a></span>(int&nbsp;par)</code>
<div class="block">Merge all given input matrices in parallel into the given output matrix.</div>
</td>
</tr>
<tr class="rowColor">
<td class="colFirst"><code><a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a></code></td>
<td class="colLast"><span class="typeNameLabel">ResultMergeLocalFile.</span><code><span class="memberNameLink"><a href="../../../../../../../org/apache/sysds/runtime/controlprogram/parfor/ResultMergeLocalFile.html#executeParallelMerge-int-">executeParallelMerge</a></span>(int&nbsp;par)</code>&nbsp;</td>
</tr>
<tr class="altColor">
<td class="colFirst"><code><a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a></code></td>
<td class="colLast"><span class="typeNameLabel">ResultMergeLocalMemory.</span><code><span class="memberNameLink"><a href="../../../../../../../org/apache/sysds/runtime/controlprogram/parfor/ResultMergeLocalMemory.html#executeParallelMerge-int-">executeParallelMerge</a></span>(int&nbsp;par)</code>&nbsp;</td>
</tr>
<tr class="rowColor">
<td class="colFirst"><code><a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a></code></td>
<td class="colLast"><span class="typeNameLabel">ResultMergeRemoteSparkWCompare.</span><code><span class="memberNameLink"><a href="../../../../../../../org/apache/sysds/runtime/controlprogram/parfor/ResultMergeRemoteSparkWCompare.html#executeSerialMerge--">executeSerialMerge</a></span>()</code>&nbsp;</td>
</tr>
<tr class="altColor">
<td class="colFirst"><code><a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a></code></td>
<td class="colLast"><span class="typeNameLabel">ResultMergeRemoteSpark.</span><code><span class="memberNameLink"><a href="../../../../../../../org/apache/sysds/runtime/controlprogram/parfor/ResultMergeRemoteSpark.html#executeSerialMerge--">executeSerialMerge</a></span>()</code>&nbsp;</td>
</tr>
<tr class="rowColor">
<td class="colFirst"><code><a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a></code></td>
<td class="colLast"><span class="typeNameLabel">ResultMergeLocalAutomatic.</span><code><span class="memberNameLink"><a href="../../../../../../../org/apache/sysds/runtime/controlprogram/parfor/ResultMergeLocalAutomatic.html#executeSerialMerge--">executeSerialMerge</a></span>()</code>&nbsp;</td>
</tr>
<tr class="altColor">
<td class="colFirst"><code>abstract <a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a></code></td>
<td class="colLast"><span class="typeNameLabel">ResultMerge.</span><code><span class="memberNameLink"><a href="../../../../../../../org/apache/sysds/runtime/controlprogram/parfor/ResultMerge.html#executeSerialMerge--">executeSerialMerge</a></span>()</code>
<div class="block">Merge all given input matrices sequentially into the given output matrix.</div>
</td>
</tr>
<tr class="rowColor">
<td class="colFirst"><code><a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a></code></td>
<td class="colLast"><span class="typeNameLabel">ResultMergeLocalFile.</span><code><span class="memberNameLink"><a href="../../../../../../../org/apache/sysds/runtime/controlprogram/parfor/ResultMergeLocalFile.html#executeSerialMerge--">executeSerialMerge</a></span>()</code>&nbsp;</td>
</tr>
<tr class="altColor">
<td class="colFirst"><code><a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a></code></td>
<td class="colLast"><span class="typeNameLabel">ResultMergeLocalMemory.</span><code><span class="memberNameLink"><a href="../../../../../../../org/apache/sysds/runtime/controlprogram/parfor/ResultMergeLocalMemory.html#executeSerialMerge--">executeSerialMerge</a></span>()</code>&nbsp;</td>
</tr>
</tbody>
</table>
<table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing methods, and an explanation">
<caption><span>Methods in <a href="../../../../../../../org/apache/sysds/runtime/controlprogram/parfor/package-summary.html">org.apache.sysds.runtime.controlprogram.parfor</a> with parameters of type <a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a></span><span class="tabEnd">&nbsp;</span></caption>
<tr>
<th class="colFirst" scope="col">Modifier and Type</th>
<th class="colLast" scope="col">Method and Description</th>
</tr>
<tbody>
<tr class="altColor">
<td class="colFirst"><code><a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a></code></td>
<td class="colLast"><span class="typeNameLabel">DataPartitioner.</span><code><span class="memberNameLink"><a href="../../../../../../../org/apache/sysds/runtime/controlprogram/parfor/DataPartitioner.html#createPartitionedMatrixObject-org.apache.sysds.runtime.controlprogram.caching.MatrixObject-org.apache.sysds.runtime.controlprogram.caching.MatrixObject-boolean-">createPartitionedMatrixObject</a></span>(<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a>&nbsp;in,
<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a>&nbsp;out,
boolean&nbsp;force)</code>
<div class="block">Creates a partitioned matrix object based on the given input matrix object,
according to the specified split format.</div>
</td>
</tr>
<tr class="rowColor">
<td class="colFirst"><code><a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a></code></td>
<td class="colLast"><span class="typeNameLabel">DataPartitioner.</span><code><span class="memberNameLink"><a href="../../../../../../../org/apache/sysds/runtime/controlprogram/parfor/DataPartitioner.html#createPartitionedMatrixObject-org.apache.sysds.runtime.controlprogram.caching.MatrixObject-java.lang.String-">createPartitionedMatrixObject</a></span>(<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a>&nbsp;in,
<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a>&nbsp;fnameNew)</code>&nbsp;</td>
</tr>
<tr class="altColor">
<td class="colFirst"><code><a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a></code></td>
<td class="colLast"><span class="typeNameLabel">DataPartitioner.</span><code><span class="memberNameLink"><a href="../../../../../../../org/apache/sysds/runtime/controlprogram/parfor/DataPartitioner.html#createPartitionedMatrixObject-org.apache.sysds.runtime.controlprogram.caching.MatrixObject-java.lang.String-boolean-">createPartitionedMatrixObject</a></span>(<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a>&nbsp;in,
<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a>&nbsp;fnameNew,
boolean&nbsp;force)</code>&nbsp;</td>
</tr>
<tr class="rowColor">
<td class="colFirst"><code>static <a href="../../../../../../../org/apache/sysds/runtime/controlprogram/parfor/RemoteParForJobReturn.html" title="class in org.apache.sysds.runtime.controlprogram.parfor">RemoteParForJobReturn</a></code></td>
<td class="colLast"><span class="typeNameLabel">RemoteDPParForSpark.</span><code><span class="memberNameLink"><a href="../../../../../../../org/apache/sysds/runtime/controlprogram/parfor/RemoteDPParForSpark.html#runJob-long-java.lang.String-java.lang.String-java.lang.String-java.util.HashMap-java.lang.String-org.apache.sysds.runtime.controlprogram.caching.MatrixObject-org.apache.sysds.runtime.controlprogram.context.ExecutionContext-org.apache.sysds.runtime.controlprogram.ParForProgramBlock.PartitionFormat-org.apache.sysds.common.Types.FileFormat-boolean-boolean-int-">runJob</a></span>(long&nbsp;pfid,
<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a>&nbsp;itervar,
<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a>&nbsp;matrixvar,
<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a>&nbsp;program,
<a href="https://docs.oracle.com/javase/8/docs/api/java/util/HashMap.html?is-external=true" title="class or interface in java.util">HashMap</a>&lt;<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a>,byte[]&gt;&nbsp;clsMap,
<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a>&nbsp;resultFile,
<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a>&nbsp;input,
<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/context/ExecutionContext.html" title="class in org.apache.sysds.runtime.controlprogram.context">ExecutionContext</a>&nbsp;ec,
<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/ParForProgramBlock.PartitionFormat.html" title="class in org.apache.sysds.runtime.controlprogram">ParForProgramBlock.PartitionFormat</a>&nbsp;dpf,
<a href="../../../../../../../org/apache/sysds/common/Types.FileFormat.html" title="enum in org.apache.sysds.common">Types.FileFormat</a>&nbsp;fmt,
boolean&nbsp;tSparseCol,
boolean&nbsp;enableCPCaching,
int&nbsp;numReducers)</code>&nbsp;</td>
</tr>
</tbody>
</table>
<table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing constructors, and an explanation">
<caption><span>Constructors in <a href="../../../../../../../org/apache/sysds/runtime/controlprogram/parfor/package-summary.html">org.apache.sysds.runtime.controlprogram.parfor</a> with parameters of type <a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a></span><span class="tabEnd">&nbsp;</span></caption>
<tr>
<th class="colOne" scope="col">Constructor and Description</th>
</tr>
<tbody>
<tr class="altColor">
<td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../../org/apache/sysds/runtime/controlprogram/parfor/ResultMerge.html#ResultMerge-org.apache.sysds.runtime.controlprogram.caching.MatrixObject-org.apache.sysds.runtime.controlprogram.caching.MatrixObject:A-java.lang.String-boolean-">ResultMerge</a></span>(<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a>&nbsp;out,
<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a>[]&nbsp;in,
<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a>&nbsp;outputFilename,
boolean&nbsp;accum)</code>&nbsp;</td>
</tr>
<tr class="rowColor">
<td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../../org/apache/sysds/runtime/controlprogram/parfor/ResultMerge.html#ResultMerge-org.apache.sysds.runtime.controlprogram.caching.MatrixObject-org.apache.sysds.runtime.controlprogram.caching.MatrixObject:A-java.lang.String-boolean-">ResultMerge</a></span>(<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a>&nbsp;out,
<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a>[]&nbsp;in,
<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a>&nbsp;outputFilename,
boolean&nbsp;accum)</code>&nbsp;</td>
</tr>
<tr class="altColor">
<td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../../org/apache/sysds/runtime/controlprogram/parfor/ResultMergeLocalAutomatic.html#ResultMergeLocalAutomatic-org.apache.sysds.runtime.controlprogram.caching.MatrixObject-org.apache.sysds.runtime.controlprogram.caching.MatrixObject:A-java.lang.String-boolean-">ResultMergeLocalAutomatic</a></span>(<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a>&nbsp;out,
<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a>[]&nbsp;in,
<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a>&nbsp;outputFilename,
boolean&nbsp;accum)</code>&nbsp;</td>
</tr>
<tr class="rowColor">
<td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../../org/apache/sysds/runtime/controlprogram/parfor/ResultMergeLocalAutomatic.html#ResultMergeLocalAutomatic-org.apache.sysds.runtime.controlprogram.caching.MatrixObject-org.apache.sysds.runtime.controlprogram.caching.MatrixObject:A-java.lang.String-boolean-">ResultMergeLocalAutomatic</a></span>(<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a>&nbsp;out,
<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a>[]&nbsp;in,
<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a>&nbsp;outputFilename,
boolean&nbsp;accum)</code>&nbsp;</td>
</tr>
<tr class="altColor">
<td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../../org/apache/sysds/runtime/controlprogram/parfor/ResultMergeLocalFile.html#ResultMergeLocalFile-org.apache.sysds.runtime.controlprogram.caching.MatrixObject-org.apache.sysds.runtime.controlprogram.caching.MatrixObject:A-java.lang.String-boolean-">ResultMergeLocalFile</a></span>(<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a>&nbsp;out,
<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a>[]&nbsp;in,
<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a>&nbsp;outputFilename,
boolean&nbsp;accum)</code>&nbsp;</td>
</tr>
<tr class="rowColor">
<td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../../org/apache/sysds/runtime/controlprogram/parfor/ResultMergeLocalFile.html#ResultMergeLocalFile-org.apache.sysds.runtime.controlprogram.caching.MatrixObject-org.apache.sysds.runtime.controlprogram.caching.MatrixObject:A-java.lang.String-boolean-">ResultMergeLocalFile</a></span>(<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a>&nbsp;out,
<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a>[]&nbsp;in,
<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a>&nbsp;outputFilename,
boolean&nbsp;accum)</code>&nbsp;</td>
</tr>
<tr class="altColor">
<td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../../org/apache/sysds/runtime/controlprogram/parfor/ResultMergeLocalMemory.html#ResultMergeLocalMemory-org.apache.sysds.runtime.controlprogram.caching.MatrixObject-org.apache.sysds.runtime.controlprogram.caching.MatrixObject:A-java.lang.String-boolean-">ResultMergeLocalMemory</a></span>(<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a>&nbsp;out,
<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a>[]&nbsp;in,
<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a>&nbsp;outputFilename,
boolean&nbsp;accum)</code>&nbsp;</td>
</tr>
<tr class="rowColor">
<td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../../org/apache/sysds/runtime/controlprogram/parfor/ResultMergeLocalMemory.html#ResultMergeLocalMemory-org.apache.sysds.runtime.controlprogram.caching.MatrixObject-org.apache.sysds.runtime.controlprogram.caching.MatrixObject:A-java.lang.String-boolean-">ResultMergeLocalMemory</a></span>(<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a>&nbsp;out,
<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a>[]&nbsp;in,
<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a>&nbsp;outputFilename,
boolean&nbsp;accum)</code>&nbsp;</td>
</tr>
<tr class="altColor">
<td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../../org/apache/sysds/runtime/controlprogram/parfor/ResultMergeRemoteSpark.html#ResultMergeRemoteSpark-org.apache.sysds.runtime.controlprogram.caching.MatrixObject-org.apache.sysds.runtime.controlprogram.caching.MatrixObject:A-java.lang.String-boolean-org.apache.sysds.runtime.controlprogram.context.ExecutionContext-int-int-">ResultMergeRemoteSpark</a></span>(<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a>&nbsp;out,
<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a>[]&nbsp;in,
<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a>&nbsp;outputFilename,
boolean&nbsp;accum,
<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/context/ExecutionContext.html" title="class in org.apache.sysds.runtime.controlprogram.context">ExecutionContext</a>&nbsp;ec,
int&nbsp;numMappers,
int&nbsp;numReducers)</code>&nbsp;</td>
</tr>
<tr class="rowColor">
<td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../../org/apache/sysds/runtime/controlprogram/parfor/ResultMergeRemoteSpark.html#ResultMergeRemoteSpark-org.apache.sysds.runtime.controlprogram.caching.MatrixObject-org.apache.sysds.runtime.controlprogram.caching.MatrixObject:A-java.lang.String-boolean-org.apache.sysds.runtime.controlprogram.context.ExecutionContext-int-int-">ResultMergeRemoteSpark</a></span>(<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a>&nbsp;out,
<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a>[]&nbsp;in,
<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a>&nbsp;outputFilename,
boolean&nbsp;accum,
<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/context/ExecutionContext.html" title="class in org.apache.sysds.runtime.controlprogram.context">ExecutionContext</a>&nbsp;ec,
int&nbsp;numMappers,
int&nbsp;numReducers)</code>&nbsp;</td>
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</tbody>
</table>
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<h3>Uses of <a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a> in <a href="../../../../../../../org/apache/sysds/runtime/controlprogram/parfor/opt/package-summary.html">org.apache.sysds.runtime.controlprogram.parfor.opt</a></h3>
<table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing methods, and an explanation">
<caption><span>Methods in <a href="../../../../../../../org/apache/sysds/runtime/controlprogram/parfor/opt/package-summary.html">org.apache.sysds.runtime.controlprogram.parfor.opt</a> with parameters of type <a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a></span><span class="tabEnd">&nbsp;</span></caption>
<tr>
<th class="colFirst" scope="col">Modifier and Type</th>
<th class="colLast" scope="col">Method and Description</th>
</tr>
<tbody>
<tr class="altColor">
<td class="colFirst"><code>static boolean</code></td>
<td class="colLast"><span class="typeNameLabel">OptimizerRuleBased.</span><code><span class="memberNameLink"><a href="../../../../../../../org/apache/sysds/runtime/controlprogram/parfor/opt/OptimizerRuleBased.html#allowsBinaryCellPartitions-org.apache.sysds.runtime.controlprogram.caching.MatrixObject-org.apache.sysds.runtime.controlprogram.ParForProgramBlock.PartitionFormat-">allowsBinaryCellPartitions</a></span>(<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a>&nbsp;mo,
<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/ParForProgramBlock.PartitionFormat.html" title="class in org.apache.sysds.runtime.controlprogram">ParForProgramBlock.PartitionFormat</a>&nbsp;dpf)</code>&nbsp;</td>
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<h3>Uses of <a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a> in <a href="../../../../../../../org/apache/sysds/runtime/instructions/fed/package-summary.html">org.apache.sysds.runtime.instructions.fed</a></h3>
<table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing methods, and an explanation">
<caption><span>Methods in <a href="../../../../../../../org/apache/sysds/runtime/instructions/fed/package-summary.html">org.apache.sysds.runtime.instructions.fed</a> with parameters of type <a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a></span><span class="tabEnd">&nbsp;</span></caption>
<tr>
<th class="colFirst" scope="col">Modifier and Type</th>
<th class="colLast" scope="col">Method and Description</th>
</tr>
<tbody>
<tr class="altColor">
<td class="colFirst"><code>static void</code></td>
<td class="colLast"><span class="typeNameLabel">MultiReturnParameterizedBuiltinFEDInstruction.</span><code><span class="memberNameLink"><a href="../../../../../../../org/apache/sysds/runtime/instructions/fed/MultiReturnParameterizedBuiltinFEDInstruction.html#encodeFederatedFrames-org.apache.sysds.runtime.controlprogram.federated.FederationMap-org.apache.sysds.runtime.transform.encode.MultiColumnEncoder-org.apache.sysds.runtime.controlprogram.caching.MatrixObject-">encodeFederatedFrames</a></span>(<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/federated/FederationMap.html" title="class in org.apache.sysds.runtime.controlprogram.federated">FederationMap</a>&nbsp;fedMapping,
<a href="../../../../../../../org/apache/sysds/runtime/transform/encode/MultiColumnEncoder.html" title="class in org.apache.sysds.runtime.transform.encode">MultiColumnEncoder</a>&nbsp;globalencoder,
<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a>&nbsp;transformedMat)</code>&nbsp;</td>
</tr>
<tr class="rowColor">
<td class="colFirst"><code>void</code></td>
<td class="colLast"><span class="typeNameLabel">UnaryMatrixFEDInstruction.</span><code><span class="memberNameLink"><a href="../../../../../../../org/apache/sysds/runtime/instructions/fed/UnaryMatrixFEDInstruction.html#processCumulativeInstruction-org.apache.sysds.runtime.controlprogram.context.ExecutionContext-org.apache.sysds.runtime.controlprogram.caching.MatrixObject-">processCumulativeInstruction</a></span>(<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/context/ExecutionContext.html" title="class in org.apache.sysds.runtime.controlprogram.context">ExecutionContext</a>&nbsp;ec,
<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a>&nbsp;mo1)</code>&nbsp;</td>
</tr>
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</a>
<h3>Uses of <a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a> in <a href="../../../../../../../org/apache/sysds/runtime/instructions/gpu/context/package-summary.html">org.apache.sysds.runtime.instructions.gpu.context</a></h3>
<table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing methods, and an explanation">
<caption><span>Methods in <a href="../../../../../../../org/apache/sysds/runtime/instructions/gpu/context/package-summary.html">org.apache.sysds.runtime.instructions.gpu.context</a> with parameters of type <a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a></span><span class="tabEnd">&nbsp;</span></caption>
<tr>
<th class="colFirst" scope="col">Modifier and Type</th>
<th class="colLast" scope="col">Method and Description</th>
</tr>
<tbody>
<tr class="altColor">
<td class="colFirst"><code><a href="../../../../../../../org/apache/sysds/runtime/instructions/gpu/context/GPUObject.html" title="class in org.apache.sysds.runtime.instructions.gpu.context">GPUObject</a></code></td>
<td class="colLast"><span class="typeNameLabel">GPUContext.</span><code><span class="memberNameLink"><a href="../../../../../../../org/apache/sysds/runtime/instructions/gpu/context/GPUContext.html#createGPUObject-org.apache.sysds.runtime.controlprogram.caching.MatrixObject-">createGPUObject</a></span>(<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a>&nbsp;mo)</code>
<div class="block">Instantiates a new <a href="../../../../../../../org/apache/sysds/runtime/instructions/gpu/context/GPUObject.html" title="class in org.apache.sysds.runtime.instructions.gpu.context"><code>GPUObject</code></a> initialized with the given <a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching"><code>MatrixObject</code></a>.</div>
</td>
</tr>
<tr class="rowColor">
<td class="colFirst"><code><a href="../../../../../../../org/apache/sysds/runtime/instructions/gpu/context/GPUObject.html" title="class in org.apache.sysds.runtime.instructions.gpu.context">GPUObject</a></code></td>
<td class="colLast"><span class="typeNameLabel">GPUContext.</span><code><span class="memberNameLink"><a href="../../../../../../../org/apache/sysds/runtime/instructions/gpu/context/GPUContext.html#shallowCopyGPUObject-org.apache.sysds.runtime.instructions.gpu.context.GPUObject-org.apache.sysds.runtime.controlprogram.caching.MatrixObject-">shallowCopyGPUObject</a></span>(<a href="../../../../../../../org/apache/sysds/runtime/instructions/gpu/context/GPUObject.html" title="class in org.apache.sysds.runtime.instructions.gpu.context">GPUObject</a>&nbsp;source,
<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a>&nbsp;mo)</code>
<div class="block">Shallow copy the given source <a href="../../../../../../../org/apache/sysds/runtime/instructions/gpu/context/GPUObject.html" title="class in org.apache.sysds.runtime.instructions.gpu.context"><code>GPUObject</code></a> to a new <a href="../../../../../../../org/apache/sysds/runtime/instructions/gpu/context/GPUObject.html" title="class in org.apache.sysds.runtime.instructions.gpu.context"><code>GPUObject</code></a> and
assign that to the given <a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching"><code>MatrixObject</code></a>.</div>
</td>
</tr>
</tbody>
</table>
<table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing constructors, and an explanation">
<caption><span>Constructors in <a href="../../../../../../../org/apache/sysds/runtime/instructions/gpu/context/package-summary.html">org.apache.sysds.runtime.instructions.gpu.context</a> with parameters of type <a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a></span><span class="tabEnd">&nbsp;</span></caption>
<tr>
<th class="colOne" scope="col">Constructor and Description</th>
</tr>
<tbody>
<tr class="altColor">
<td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../../org/apache/sysds/runtime/instructions/gpu/context/GPUObject.html#GPUObject-org.apache.sysds.runtime.instructions.gpu.context.GPUContext-org.apache.sysds.runtime.instructions.gpu.context.GPUObject-org.apache.sysds.runtime.controlprogram.caching.MatrixObject-">GPUObject</a></span>(<a href="../../../../../../../org/apache/sysds/runtime/instructions/gpu/context/GPUContext.html" title="class in org.apache.sysds.runtime.instructions.gpu.context">GPUContext</a>&nbsp;gCtx,
<a href="../../../../../../../org/apache/sysds/runtime/instructions/gpu/context/GPUObject.html" title="class in org.apache.sysds.runtime.instructions.gpu.context">GPUObject</a>&nbsp;that,
<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a>&nbsp;mat)</code>&nbsp;</td>
</tr>
</tbody>
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<h3>Uses of <a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a> in <a href="../../../../../../../org/apache/sysds/runtime/instructions/spark/utils/package-summary.html">org.apache.sysds.runtime.instructions.spark.utils</a></h3>
<table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing methods, and an explanation">
<caption><span>Methods in <a href="../../../../../../../org/apache/sysds/runtime/instructions/spark/utils/package-summary.html">org.apache.sysds.runtime.instructions.spark.utils</a> with parameters of type <a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a></span><span class="tabEnd">&nbsp;</span></caption>
<tr>
<th class="colFirst" scope="col">Modifier and Type</th>
<th class="colLast" scope="col">Method and Description</th>
</tr>
<tbody>
<tr class="altColor">
<td class="colFirst"><code>static long</code></td>
<td class="colLast"><span class="typeNameLabel">SparkUtils.</span><code><span class="memberNameLink"><a href="../../../../../../../org/apache/sysds/runtime/instructions/spark/utils/SparkUtils.html#getNonZeros-org.apache.sysds.runtime.controlprogram.caching.MatrixObject-">getNonZeros</a></span>(<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a>&nbsp;mo)</code>&nbsp;</td>
</tr>
<tr class="rowColor">
<td class="colFirst"><code>static void</code></td>
<td class="colLast"><span class="typeNameLabel">SparkUtils.</span><code><span class="memberNameLink"><a href="../../../../../../../org/apache/sysds/runtime/instructions/spark/utils/SparkUtils.html#postprocessUltraSparseOutput-org.apache.sysds.runtime.controlprogram.caching.MatrixObject-org.apache.sysds.runtime.meta.DataCharacteristics-">postprocessUltraSparseOutput</a></span>(<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a>&nbsp;mo,
<a href="../../../../../../../org/apache/sysds/runtime/meta/DataCharacteristics.html" title="class in org.apache.sysds.runtime.meta">DataCharacteristics</a>&nbsp;mcOut)</code>&nbsp;</td>
</tr>
</tbody>
</table>
</li>
<li class="blockList"><a name="org.apache.sysds.runtime.lineage">
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</a>
<h3>Uses of <a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a> in <a href="../../../../../../../org/apache/sysds/runtime/lineage/package-summary.html">org.apache.sysds.runtime.lineage</a></h3>
<table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing methods, and an explanation">
<caption><span>Methods in <a href="../../../../../../../org/apache/sysds/runtime/lineage/package-summary.html">org.apache.sysds.runtime.lineage</a> with parameters of type <a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a></span><span class="tabEnd">&nbsp;</span></caption>
<tr>
<th class="colFirst" scope="col">Modifier and Type</th>
<th class="colLast" scope="col">Method and Description</th>
</tr>
<tbody>
<tr class="altColor">
<td class="colFirst"><code>static <a href="../../../../../../../org/apache/sysds/runtime/controlprogram/federated/FederatedResponse.html" title="class in org.apache.sysds.runtime.controlprogram.federated">FederatedResponse</a></code></td>
<td class="colLast"><span class="typeNameLabel">LineageItemUtils.</span><code><span class="memberNameLink"><a href="../../../../../../../org/apache/sysds/runtime/lineage/LineageItemUtils.html#setUDFResponse-org.apache.sysds.runtime.controlprogram.federated.FederatedUDF-org.apache.sysds.runtime.controlprogram.caching.MatrixObject-">setUDFResponse</a></span>(<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/federated/FederatedUDF.html" title="class in org.apache.sysds.runtime.controlprogram.federated">FederatedUDF</a>&nbsp;udf,
<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a>&nbsp;mo)</code>&nbsp;</td>
</tr>
</tbody>
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<li class="blockList"><a name="org.apache.sysds.runtime.matrix.data">
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<h3>Uses of <a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a> in <a href="../../../../../../../org/apache/sysds/runtime/matrix/data/package-summary.html">org.apache.sysds.runtime.matrix.data</a></h3>
<table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing methods, and an explanation">
<caption><span>Methods in <a href="../../../../../../../org/apache/sysds/runtime/matrix/data/package-summary.html">org.apache.sysds.runtime.matrix.data</a> that return <a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a></span><span class="tabEnd">&nbsp;</span></caption>
<tr>
<th class="colFirst" scope="col">Modifier and Type</th>
<th class="colLast" scope="col">Method and Description</th>
</tr>
<tbody>
<tr class="altColor">
<td class="colFirst"><code>static <a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a></code></td>
<td class="colLast"><span class="typeNameLabel">LibMatrixCUDA.</span><code><span class="memberNameLink"><a href="../../../../../../../org/apache/sysds/runtime/matrix/data/LibMatrixCUDA.html#getDenseMatrixOutputForGPUInstruction-org.apache.sysds.runtime.controlprogram.context.ExecutionContext-java.lang.String-java.lang.String-long-long-">getDenseMatrixOutputForGPUInstruction</a></span>(<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/context/ExecutionContext.html" title="class in org.apache.sysds.runtime.controlprogram.context">ExecutionContext</a>&nbsp;ec,
<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a>&nbsp;instName,
<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a>&nbsp;name,
long&nbsp;numRows,
long&nbsp;numCols)</code>
<div class="block">Helper method to get the output block (allocated on the GPU)
Also records performance information into <a href="../../../../../../../org/apache/sysds/utils/Statistics.html" title="class in org.apache.sysds.utils"><code>Statistics</code></a></div>
</td>
</tr>
<tr class="rowColor">
<td class="colFirst"><code>static <a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a></code></td>
<td class="colLast"><span class="typeNameLabel">LibMatrixCuMatMult.</span><code><span class="memberNameLink"><a href="../../../../../../../org/apache/sysds/runtime/matrix/data/LibMatrixCuMatMult.html#matmult-org.apache.sysds.runtime.controlprogram.context.ExecutionContext-org.apache.sysds.runtime.instructions.gpu.context.GPUContext-java.lang.String-org.apache.sysds.runtime.controlprogram.caching.MatrixObject-org.apache.sysds.runtime.controlprogram.caching.MatrixObject-java.lang.String-boolean-boolean-">matmult</a></span>(<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/context/ExecutionContext.html" title="class in org.apache.sysds.runtime.controlprogram.context">ExecutionContext</a>&nbsp;ec,
<a href="../../../../../../../org/apache/sysds/runtime/instructions/gpu/context/GPUContext.html" title="class in org.apache.sysds.runtime.instructions.gpu.context">GPUContext</a>&nbsp;gCtx,
<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a>&nbsp;instName,
<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a>&nbsp;left,
<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a>&nbsp;right,
<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a>&nbsp;outputName,
boolean&nbsp;isLeftTransposed,
boolean&nbsp;isRightTransposed)</code>
<div class="block">Matrix multiply on GPU Examines sparsity and shapes and routes call to
appropriate method from cuBLAS or cuSparse C = op(A) x op(B)
The user is expected to call
ec.releaseMatrixOutputForGPUInstruction(outputName);</div>
</td>
</tr>
</tbody>
</table>
<table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing methods, and an explanation">
<caption><span>Methods in <a href="../../../../../../../org/apache/sysds/runtime/matrix/data/package-summary.html">org.apache.sysds.runtime.matrix.data</a> with parameters of type <a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a></span><span class="tabEnd">&nbsp;</span></caption>
<tr>
<th class="colFirst" scope="col">Modifier and Type</th>
<th class="colLast" scope="col">Method and Description</th>
</tr>
<tbody>
<tr class="altColor">
<td class="colFirst"><code>static void</code></td>
<td class="colLast"><span class="typeNameLabel">LibMatrixCUDA.</span><code><span class="memberNameLink"><a href="../../../../../../../org/apache/sysds/runtime/matrix/data/LibMatrixCUDA.html#abs-org.apache.sysds.runtime.controlprogram.context.ExecutionContext-org.apache.sysds.runtime.instructions.gpu.context.GPUContext-java.lang.String-org.apache.sysds.runtime.controlprogram.caching.MatrixObject-java.lang.String-">abs</a></span>(<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/context/ExecutionContext.html" title="class in org.apache.sysds.runtime.controlprogram.context">ExecutionContext</a>&nbsp;ec,
<a href="../../../../../../../org/apache/sysds/runtime/instructions/gpu/context/GPUContext.html" title="class in org.apache.sysds.runtime.instructions.gpu.context">GPUContext</a>&nbsp;gCtx,
<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a>&nbsp;instName,
<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a>&nbsp;in1,
<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a>&nbsp;outputName)</code>
<div class="block">Performs an "abs" operation on a matrix on the GPU</div>
</td>
</tr>
<tr class="rowColor">
<td class="colFirst"><code>static void</code></td>
<td class="colLast"><span class="typeNameLabel">LibMatrixCUDA.</span><code><span class="memberNameLink"><a href="../../../../../../../org/apache/sysds/runtime/matrix/data/LibMatrixCUDA.html#acos-org.apache.sysds.runtime.controlprogram.context.ExecutionContext-org.apache.sysds.runtime.instructions.gpu.context.GPUContext-java.lang.String-org.apache.sysds.runtime.controlprogram.caching.MatrixObject-java.lang.String-">acos</a></span>(<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/context/ExecutionContext.html" title="class in org.apache.sysds.runtime.controlprogram.context">ExecutionContext</a>&nbsp;ec,
<a href="../../../../../../../org/apache/sysds/runtime/instructions/gpu/context/GPUContext.html" title="class in org.apache.sysds.runtime.instructions.gpu.context">GPUContext</a>&nbsp;gCtx,
<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a>&nbsp;instName,
<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a>&nbsp;in1,
<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a>&nbsp;outputName)</code>
<div class="block">Performs an "acos" operation on a matrix on the GPU</div>
</td>
</tr>
<tr class="altColor">
<td class="colFirst"><code>static void</code></td>
<td class="colLast"><span class="typeNameLabel">LibMatrixCUDA.</span><code><span class="memberNameLink"><a href="../../../../../../../org/apache/sysds/runtime/matrix/data/LibMatrixCUDA.html#asin-org.apache.sysds.runtime.controlprogram.context.ExecutionContext-org.apache.sysds.runtime.instructions.gpu.context.GPUContext-java.lang.String-org.apache.sysds.runtime.controlprogram.caching.MatrixObject-java.lang.String-">asin</a></span>(<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/context/ExecutionContext.html" title="class in org.apache.sysds.runtime.controlprogram.context">ExecutionContext</a>&nbsp;ec,
<a href="../../../../../../../org/apache/sysds/runtime/instructions/gpu/context/GPUContext.html" title="class in org.apache.sysds.runtime.instructions.gpu.context">GPUContext</a>&nbsp;gCtx,
<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a>&nbsp;instName,
<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a>&nbsp;in1,
<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a>&nbsp;outputName)</code>
<div class="block">Performs an "asin" operation on a matrix on the GPU</div>
</td>
</tr>
<tr class="rowColor">
<td class="colFirst"><code>static void</code></td>
<td class="colLast"><span class="typeNameLabel">LibMatrixCUDA.</span><code><span class="memberNameLink"><a href="../../../../../../../org/apache/sysds/runtime/matrix/data/LibMatrixCUDA.html#atan-org.apache.sysds.runtime.controlprogram.context.ExecutionContext-org.apache.sysds.runtime.instructions.gpu.context.GPUContext-java.lang.String-org.apache.sysds.runtime.controlprogram.caching.MatrixObject-java.lang.String-">atan</a></span>(<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/context/ExecutionContext.html" title="class in org.apache.sysds.runtime.controlprogram.context">ExecutionContext</a>&nbsp;ec,
<a href="../../../../../../../org/apache/sysds/runtime/instructions/gpu/context/GPUContext.html" title="class in org.apache.sysds.runtime.instructions.gpu.context">GPUContext</a>&nbsp;gCtx,
<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a>&nbsp;instName,
<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a>&nbsp;in1,
<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a>&nbsp;outputName)</code>
<div class="block">Performs an "atan" operation on a matrix on the GPU</div>
</td>
</tr>
<tr class="altColor">
<td class="colFirst"><code>static void</code></td>
<td class="colLast"><span class="typeNameLabel">LibMatrixCUDA.</span><code><span class="memberNameLink"><a href="../../../../../../../org/apache/sysds/runtime/matrix/data/LibMatrixCUDA.html#axpy-org.apache.sysds.runtime.controlprogram.context.ExecutionContext-org.apache.sysds.runtime.instructions.gpu.context.GPUContext-java.lang.String-org.apache.sysds.runtime.controlprogram.caching.MatrixObject-org.apache.sysds.runtime.controlprogram.caching.MatrixObject-java.lang.String-double-">axpy</a></span>(<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/context/ExecutionContext.html" title="class in org.apache.sysds.runtime.controlprogram.context">ExecutionContext</a>&nbsp;ec,
<a href="../../../../../../../org/apache/sysds/runtime/instructions/gpu/context/GPUContext.html" title="class in org.apache.sysds.runtime.instructions.gpu.context">GPUContext</a>&nbsp;gCtx,
<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a>&nbsp;instName,
<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a>&nbsp;in1,
<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a>&nbsp;in2,
<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a>&nbsp;outputName,
double&nbsp;constant)</code>
<div class="block">Performs daxpy operation</div>
</td>
</tr>
<tr class="rowColor">
<td class="colFirst"><code>static void</code></td>
<td class="colLast"><span class="typeNameLabel">LibMatrixCuDNN.</span><code><span class="memberNameLink"><a href="../../../../../../../org/apache/sysds/runtime/matrix/data/LibMatrixCuDNN.html#batchNormalizationBackward-org.apache.sysds.runtime.instructions.gpu.context.GPUContext-java.lang.String-org.apache.sysds.runtime.controlprogram.caching.MatrixObject-org.apache.sysds.runtime.controlprogram.caching.MatrixObject-org.apache.sysds.runtime.controlprogram.caching.MatrixObject-org.apache.sysds.runtime.controlprogram.caching.MatrixObject-org.apache.sysds.runtime.controlprogram.caching.MatrixObject-org.apache.sysds.runtime.controlprogram.caching.MatrixObject-double-org.apache.sysds.runtime.controlprogram.caching.MatrixObject-org.apache.sysds.runtime.controlprogram.caching.MatrixObject-">batchNormalizationBackward</a></span>(<a href="../../../../../../../org/apache/sysds/runtime/instructions/gpu/context/GPUContext.html" title="class in org.apache.sysds.runtime.instructions.gpu.context">GPUContext</a>&nbsp;gCtx,
<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a>&nbsp;instName,
<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a>&nbsp;image,
<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a>&nbsp;dout,
<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a>&nbsp;scale,
<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a>&nbsp;dX,
<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a>&nbsp;dScale,
<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a>&nbsp;dBias,
double&nbsp;epsilon,
<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a>&nbsp;resultSaveMean,
<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a>&nbsp;resultSaveInvVariance)</code>
<div class="block">This method computes the backpropagation errors for image, scale and bias of batch normalization layer</div>
</td>
</tr>
<tr class="altColor">
<td class="colFirst"><code>static void</code></td>
<td class="colLast"><span class="typeNameLabel">LibMatrixCuDNN.</span><code><span class="memberNameLink"><a href="../../../../../../../org/apache/sysds/runtime/matrix/data/LibMatrixCuDNN.html#batchNormalizationForwardInference-org.apache.sysds.runtime.instructions.gpu.context.GPUContext-java.lang.String-org.apache.sysds.runtime.controlprogram.caching.MatrixObject-org.apache.sysds.runtime.controlprogram.caching.MatrixObject-org.apache.sysds.runtime.controlprogram.caching.MatrixObject-org.apache.sysds.runtime.controlprogram.caching.MatrixObject-org.apache.sysds.runtime.controlprogram.caching.MatrixObject-org.apache.sysds.runtime.controlprogram.caching.MatrixObject-double-">batchNormalizationForwardInference</a></span>(<a href="../../../../../../../org/apache/sysds/runtime/instructions/gpu/context/GPUContext.html" title="class in org.apache.sysds.runtime.instructions.gpu.context">GPUContext</a>&nbsp;gCtx,
<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a>&nbsp;instName,
<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a>&nbsp;image,
<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a>&nbsp;scale,
<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a>&nbsp;bias,
<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a>&nbsp;runningMean,
<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a>&nbsp;runningVar,
<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a>&nbsp;ret,
double&nbsp;epsilon)</code>
<div class="block">Performs the forward BatchNormalization layer computation for inference</div>
</td>
</tr>
<tr class="rowColor">
<td class="colFirst"><code>static void</code></td>
<td class="colLast"><span class="typeNameLabel">LibMatrixCuDNN.</span><code><span class="memberNameLink"><a href="../../../../../../../org/apache/sysds/runtime/matrix/data/LibMatrixCuDNN.html#batchNormalizationForwardTraining-org.apache.sysds.runtime.instructions.gpu.context.GPUContext-java.lang.String-org.apache.sysds.runtime.controlprogram.caching.MatrixObject-org.apache.sysds.runtime.controlprogram.caching.MatrixObject-org.apache.sysds.runtime.controlprogram.caching.MatrixObject-org.apache.sysds.runtime.controlprogram.caching.MatrixObject-org.apache.sysds.runtime.controlprogram.caching.MatrixObject-org.apache.sysds.runtime.controlprogram.caching.MatrixObject-org.apache.sysds.runtime.controlprogram.caching.MatrixObject-org.apache.sysds.runtime.controlprogram.caching.MatrixObject-double-double-org.apache.sysds.runtime.controlprogram.caching.MatrixObject-org.apache.sysds.runtime.controlprogram.caching.MatrixObject-">batchNormalizationForwardTraining</a></span>(<a href="../../../../../../../org/apache/sysds/runtime/instructions/gpu/context/GPUContext.html" title="class in org.apache.sysds.runtime.instructions.gpu.context">GPUContext</a>&nbsp;gCtx,
<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a>&nbsp;instName,
<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a>&nbsp;image,
<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a>&nbsp;scale,
<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a>&nbsp;bias,
<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a>&nbsp;runningMean,
<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a>&nbsp;runningVar,
<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a>&nbsp;ret,
<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a>&nbsp;retRunningMean,
<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a>&nbsp;retRunningVar,
double&nbsp;epsilon,
double&nbsp;exponentialAverageFactor,
<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a>&nbsp;resultSaveMean,
<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a>&nbsp;resultSaveInvVariance)</code>
<div class="block">Performs the forward BatchNormalization layer computation for training</div>
</td>
</tr>
<tr class="altColor">
<td class="colFirst"><code>static void</code></td>
<td class="colLast"><span class="typeNameLabel">LibMatrixCUDA.</span><code><span class="memberNameLink"><a href="../../../../../../../org/apache/sysds/runtime/matrix/data/LibMatrixCUDA.html#biasAdd-org.apache.sysds.runtime.instructions.gpu.context.GPUContext-java.lang.String-org.apache.sysds.runtime.controlprogram.caching.MatrixObject-org.apache.sysds.runtime.controlprogram.caching.MatrixObject-org.apache.sysds.runtime.controlprogram.caching.MatrixObject-">biasAdd</a></span>(<a href="../../../../../../../org/apache/sysds/runtime/instructions/gpu/context/GPUContext.html" title="class in org.apache.sysds.runtime.instructions.gpu.context">GPUContext</a>&nbsp;gCtx,
<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a>&nbsp;instName,
<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a>&nbsp;input,
<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a>&nbsp;bias,
<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a>&nbsp;outputBlock)</code>
<div class="block">Performs the operation corresponding to the DML script:
ones = matrix(1, rows=1, cols=Hout*Wout)
output = input + matrix(bias %*% ones, rows=1, cols=F*Hout*Wout)
This operation is often followed by conv2d and hence we have introduced bias_add(input, bias) built-in function</div>
</td>
</tr>
<tr class="rowColor">
<td class="colFirst"><code>static void</code></td>
<td class="colLast"><span class="typeNameLabel">LibMatrixCUDA.</span><code><span class="memberNameLink"><a href="../../../../../../../org/apache/sysds/runtime/matrix/data/LibMatrixCUDA.html#biasMultiply-org.apache.sysds.runtime.instructions.gpu.context.GPUContext-java.lang.String-org.apache.sysds.runtime.controlprogram.caching.MatrixObject-org.apache.sysds.runtime.controlprogram.caching.MatrixObject-org.apache.sysds.runtime.controlprogram.caching.MatrixObject-">biasMultiply</a></span>(<a href="../../../../../../../org/apache/sysds/runtime/instructions/gpu/context/GPUContext.html" title="class in org.apache.sysds.runtime.instructions.gpu.context">GPUContext</a>&nbsp;gCtx,
<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a>&nbsp;instName,
<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a>&nbsp;input,
<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a>&nbsp;bias,
<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a>&nbsp;outputBlock)</code>
<div class="block">Performs the operation corresponding to the DML script:
ones = matrix(1, rows=1, cols=Hout*Wout)
output = input * matrix(bias %*% ones, rows=1, cols=F*Hout*Wout)
This operation is often followed by conv2d and hence we have introduced bias_add(input, bias) built-in function</div>
</td>
</tr>
<tr class="altColor">
<td class="colFirst"><code>static void</code></td>
<td class="colLast"><span class="typeNameLabel">LibMatrixCUDA.</span><code><span class="memberNameLink"><a href="../../../../../../../org/apache/sysds/runtime/matrix/data/LibMatrixCUDA.html#cbind-org.apache.sysds.runtime.controlprogram.context.ExecutionContext-org.apache.sysds.runtime.instructions.gpu.context.GPUContext-java.lang.String-org.apache.sysds.runtime.controlprogram.caching.MatrixObject-org.apache.sysds.runtime.controlprogram.caching.MatrixObject-java.lang.String-">cbind</a></span>(<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/context/ExecutionContext.html" title="class in org.apache.sysds.runtime.controlprogram.context">ExecutionContext</a>&nbsp;ec,
<a href="../../../../../../../org/apache/sysds/runtime/instructions/gpu/context/GPUContext.html" title="class in org.apache.sysds.runtime.instructions.gpu.context">GPUContext</a>&nbsp;gCtx,
<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a>&nbsp;instName,
<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a>&nbsp;in1,
<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a>&nbsp;in2,
<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a>&nbsp;outputName)</code>&nbsp;</td>
</tr>
<tr class="rowColor">
<td class="colFirst"><code>static void</code></td>
<td class="colLast"><span class="typeNameLabel">LibMatrixCUDA.</span><code><span class="memberNameLink"><a href="../../../../../../../org/apache/sysds/runtime/matrix/data/LibMatrixCUDA.html#ceil-org.apache.sysds.runtime.controlprogram.context.ExecutionContext-org.apache.sysds.runtime.instructions.gpu.context.GPUContext-java.lang.String-org.apache.sysds.runtime.controlprogram.caching.MatrixObject-java.lang.String-">ceil</a></span>(<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/context/ExecutionContext.html" title="class in org.apache.sysds.runtime.controlprogram.context">ExecutionContext</a>&nbsp;ec,
<a href="../../../../../../../org/apache/sysds/runtime/instructions/gpu/context/GPUContext.html" title="class in org.apache.sysds.runtime.instructions.gpu.context">GPUContext</a>&nbsp;gCtx,
<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a>&nbsp;instName,
<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a>&nbsp;in1,
<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a>&nbsp;outputName)</code>
<div class="block">Performs an "ceil" operation on a matrix on the GPU</div>
</td>
</tr>
<tr class="altColor">
<td class="colFirst"><code>static void</code></td>
<td class="colLast"><span class="typeNameLabel">LibMatrixCUDA.</span><code><span class="memberNameLink"><a href="../../../../../../../org/apache/sysds/runtime/matrix/data/LibMatrixCUDA.html#channelSums-org.apache.sysds.runtime.instructions.gpu.context.GPUContext-java.lang.String-org.apache.sysds.runtime.controlprogram.caching.MatrixObject-org.apache.sysds.runtime.controlprogram.caching.MatrixObject-long-long-">channelSums</a></span>(<a href="../../../../../../../org/apache/sysds/runtime/instructions/gpu/context/GPUContext.html" title="class in org.apache.sysds.runtime.instructions.gpu.context">GPUContext</a>&nbsp;gCtx,
<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a>&nbsp;instName,
<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a>&nbsp;input,
<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a>&nbsp;outputBlock,
long&nbsp;C,
long&nbsp;HW)</code>
<div class="block">Perform channel_sums operations: out = rowSums(matrix(colSums(A), rows=C, cols=HW))</div>
</td>
</tr>
<tr class="rowColor">
<td class="colFirst"><code>static void</code></td>
<td class="colLast"><span class="typeNameLabel">LibMatrixCuDNN.</span><code><span class="memberNameLink"><a href="../../../../../../../org/apache/sysds/runtime/matrix/data/LibMatrixCuDNN.html#conv2d-org.apache.sysds.runtime.instructions.gpu.context.GPUContext-java.lang.String-org.apache.sysds.runtime.controlprogram.caching.MatrixObject-org.apache.sysds.runtime.controlprogram.caching.MatrixObject-org.apache.sysds.runtime.controlprogram.caching.MatrixObject-int-int-int-int-int-int-int-int-int-int-int-int-int-double-">conv2d</a></span>(<a href="../../../../../../../org/apache/sysds/runtime/instructions/gpu/context/GPUContext.html" title="class in org.apache.sysds.runtime.instructions.gpu.context">GPUContext</a>&nbsp;gCtx,
<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a>&nbsp;instName,
<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a>&nbsp;image,
<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a>&nbsp;filter,
<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a>&nbsp;outputBlock,
int&nbsp;N,
int&nbsp;C,
int&nbsp;H,
int&nbsp;W,
int&nbsp;K,
int&nbsp;R,
int&nbsp;S,
int&nbsp;pad_h,
int&nbsp;pad_w,
int&nbsp;stride_h,
int&nbsp;stride_w,
int&nbsp;P,
int&nbsp;Q,
double&nbsp;intermediateMemoryBudget)</code>
<div class="block">Performs a 2D convolution</div>
</td>
</tr>
<tr class="altColor">
<td class="colFirst"><code>static void</code></td>
<td class="colLast"><span class="typeNameLabel">LibMatrixCuDNN.</span><code><span class="memberNameLink"><a href="../../../../../../../org/apache/sysds/runtime/matrix/data/LibMatrixCuDNN.html#conv2dBackwardData-org.apache.sysds.runtime.instructions.gpu.context.GPUContext-java.lang.String-org.apache.sysds.runtime.controlprogram.caching.MatrixObject-org.apache.sysds.runtime.controlprogram.caching.MatrixObject-org.apache.sysds.runtime.controlprogram.caching.MatrixObject-int-int-int-int-int-int-int-int-int-int-int-int-int-double-">conv2dBackwardData</a></span>(<a href="../../../../../../../org/apache/sysds/runtime/instructions/gpu/context/GPUContext.html" title="class in org.apache.sysds.runtime.instructions.gpu.context">GPUContext</a>&nbsp;gCtx,
<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a>&nbsp;instName,
<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a>&nbsp;filter,
<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a>&nbsp;dout,
<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a>&nbsp;output,
int&nbsp;N,
int&nbsp;C,
int&nbsp;H,
int&nbsp;W,
int&nbsp;K,
int&nbsp;R,
int&nbsp;S,
int&nbsp;pad_h,
int&nbsp;pad_w,
int&nbsp;stride_h,
int&nbsp;stride_w,
int&nbsp;P,
int&nbsp;Q,
double&nbsp;intermediateMemoryBudget)</code>
<div class="block">This method computes the backpropogation errors for previous layer of convolution operation</div>
</td>
</tr>
<tr class="rowColor">
<td class="colFirst"><code>static void</code></td>
<td class="colLast"><span class="typeNameLabel">LibMatrixCuDNN.</span><code><span class="memberNameLink"><a href="../../../../../../../org/apache/sysds/runtime/matrix/data/LibMatrixCuDNN.html#conv2dBackwardFilter-org.apache.sysds.runtime.instructions.gpu.context.GPUContext-java.lang.String-org.apache.sysds.runtime.controlprogram.caching.MatrixObject-org.apache.sysds.runtime.controlprogram.caching.MatrixObject-org.apache.sysds.runtime.controlprogram.caching.MatrixObject-int-int-int-int-int-int-int-int-int-int-int-int-int-double-">conv2dBackwardFilter</a></span>(<a href="../../../../../../../org/apache/sysds/runtime/instructions/gpu/context/GPUContext.html" title="class in org.apache.sysds.runtime.instructions.gpu.context">GPUContext</a>&nbsp;gCtx,
<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a>&nbsp;instName,
<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a>&nbsp;image,
<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a>&nbsp;dout,
<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a>&nbsp;outputBlock,
int&nbsp;N,
int&nbsp;C,
int&nbsp;H,
int&nbsp;W,
int&nbsp;K,
int&nbsp;R,
int&nbsp;S,
int&nbsp;pad_h,
int&nbsp;pad_w,
int&nbsp;stride_h,
int&nbsp;stride_w,
int&nbsp;P,
int&nbsp;Q,
double&nbsp;intermediateMemoryBudget)</code>
<div class="block">This method computes the backpropogation errors for filter of convolution operation</div>
</td>
</tr>
<tr class="altColor">
<td class="colFirst"><code>static void</code></td>
<td class="colLast"><span class="typeNameLabel">LibMatrixCuDNN.</span><code><span class="memberNameLink"><a href="../../../../../../../org/apache/sysds/runtime/matrix/data/LibMatrixCuDNN.html#conv2dBiasAdd-org.apache.sysds.runtime.instructions.gpu.context.GPUContext-java.lang.String-org.apache.sysds.runtime.controlprogram.caching.MatrixObject-org.apache.sysds.runtime.controlprogram.caching.MatrixObject-org.apache.sysds.runtime.controlprogram.caching.MatrixObject-org.apache.sysds.runtime.controlprogram.caching.MatrixObject-int-int-int-int-int-int-int-int-int-int-int-int-int-double-">conv2dBiasAdd</a></span>(<a href="../../../../../../../org/apache/sysds/runtime/instructions/gpu/context/GPUContext.html" title="class in org.apache.sysds.runtime.instructions.gpu.context">GPUContext</a>&nbsp;gCtx,
<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a>&nbsp;instName,
<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a>&nbsp;image,
<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a>&nbsp;bias,
<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a>&nbsp;filter,
<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a>&nbsp;output,
int&nbsp;N,
int&nbsp;C,
int&nbsp;H,
int&nbsp;W,
int&nbsp;K,
int&nbsp;R,
int&nbsp;S,
int&nbsp;pad_h,
int&nbsp;pad_w,
int&nbsp;stride_h,
int&nbsp;stride_w,
int&nbsp;P,
int&nbsp;Q,
double&nbsp;intermediateMemoryBudget)</code>
<div class="block">Does a 2D convolution followed by a bias_add</div>
</td>
</tr>
<tr class="rowColor">
<td class="colFirst"><code>static void</code></td>
<td class="colLast"><span class="typeNameLabel">LibMatrixCUDA.</span><code><span class="memberNameLink"><a href="../../../../../../../org/apache/sysds/runtime/matrix/data/LibMatrixCUDA.html#cos-org.apache.sysds.runtime.controlprogram.context.ExecutionContext-org.apache.sysds.runtime.instructions.gpu.context.GPUContext-java.lang.String-org.apache.sysds.runtime.controlprogram.caching.MatrixObject-java.lang.String-">cos</a></span>(<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/context/ExecutionContext.html" title="class in org.apache.sysds.runtime.controlprogram.context">ExecutionContext</a>&nbsp;ec,
<a href="../../../../../../../org/apache/sysds/runtime/instructions/gpu/context/GPUContext.html" title="class in org.apache.sysds.runtime.instructions.gpu.context">GPUContext</a>&nbsp;gCtx,
<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a>&nbsp;instName,
<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a>&nbsp;in1,
<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a>&nbsp;outputName)</code>
<div class="block">Performs an "cos" operation on a matrix on the GPU</div>
</td>
</tr>
<tr class="altColor">
<td class="colFirst"><code>static void</code></td>
<td class="colLast"><span class="typeNameLabel">LibMatrixCUDA.</span><code><span class="memberNameLink"><a href="../../../../../../../org/apache/sysds/runtime/matrix/data/LibMatrixCUDA.html#cosh-org.apache.sysds.runtime.controlprogram.context.ExecutionContext-org.apache.sysds.runtime.instructions.gpu.context.GPUContext-java.lang.String-org.apache.sysds.runtime.controlprogram.caching.MatrixObject-java.lang.String-">cosh</a></span>(<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/context/ExecutionContext.html" title="class in org.apache.sysds.runtime.controlprogram.context">ExecutionContext</a>&nbsp;ec,
<a href="../../../../../../../org/apache/sysds/runtime/instructions/gpu/context/GPUContext.html" title="class in org.apache.sysds.runtime.instructions.gpu.context">GPUContext</a>&nbsp;gCtx,
<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a>&nbsp;instName,
<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a>&nbsp;in1,
<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a>&nbsp;outputName)</code>
<div class="block">Performs an "cosh" operation on a matrix on the GPU</div>
</td>
</tr>
<tr class="rowColor">
<td class="colFirst"><code>static void</code></td>
<td class="colLast"><span class="typeNameLabel">LibMatrixCUDA.</span><code><span class="memberNameLink"><a href="../../../../../../../org/apache/sysds/runtime/matrix/data/LibMatrixCUDA.html#cumulativeScan-org.apache.sysds.runtime.controlprogram.context.ExecutionContext-org.apache.sysds.runtime.instructions.gpu.context.GPUContext-java.lang.String-java.lang.String-org.apache.sysds.runtime.controlprogram.caching.MatrixObject-java.lang.String-">cumulativeScan</a></span>(<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/context/ExecutionContext.html" title="class in org.apache.sysds.runtime.controlprogram.context">ExecutionContext</a>&nbsp;ec,
<a href="../../../../../../../org/apache/sysds/runtime/instructions/gpu/context/GPUContext.html" title="class in org.apache.sysds.runtime.instructions.gpu.context">GPUContext</a>&nbsp;gCtx,
<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a>&nbsp;instName,
<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a>&nbsp;kernelFunction,
<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a>&nbsp;in,
<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a>&nbsp;outputName)</code>
<div class="block">Cumulative scan</div>
</td>
</tr>
<tr class="altColor">
<td class="colFirst"><code>static void</code></td>
<td class="colLast"><span class="typeNameLabel">LibMatrixCUDA.</span><code><span class="memberNameLink"><a href="../../../../../../../org/apache/sysds/runtime/matrix/data/LibMatrixCUDA.html#cumulativeSumProduct-org.apache.sysds.runtime.controlprogram.context.ExecutionContext-org.apache.sysds.runtime.instructions.gpu.context.GPUContext-java.lang.String-java.lang.String-org.apache.sysds.runtime.controlprogram.caching.MatrixObject-java.lang.String-">cumulativeSumProduct</a></span>(<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/context/ExecutionContext.html" title="class in org.apache.sysds.runtime.controlprogram.context">ExecutionContext</a>&nbsp;ec,
<a href="../../../../../../../org/apache/sysds/runtime/instructions/gpu/context/GPUContext.html" title="class in org.apache.sysds.runtime.instructions.gpu.context">GPUContext</a>&nbsp;gCtx,
<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a>&nbsp;instName,
<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a>&nbsp;kernelFunction,
<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a>&nbsp;in,
<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a>&nbsp;outputName)</code>
<div class="block">Cumulative sum-product kernel cascade invokation</div>
</td>
</tr>
<tr class="rowColor">
<td class="colFirst"><code>static void</code></td>
<td class="colLast"><span class="typeNameLabel">LibMatrixCUDA.</span><code><span class="memberNameLink"><a href="../../../../../../../org/apache/sysds/runtime/matrix/data/LibMatrixCUDA.html#exp-org.apache.sysds.runtime.controlprogram.context.ExecutionContext-org.apache.sysds.runtime.instructions.gpu.context.GPUContext-java.lang.String-org.apache.sysds.runtime.controlprogram.caching.MatrixObject-java.lang.String-">exp</a></span>(<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/context/ExecutionContext.html" title="class in org.apache.sysds.runtime.controlprogram.context">ExecutionContext</a>&nbsp;ec,
<a href="../../../../../../../org/apache/sysds/runtime/instructions/gpu/context/GPUContext.html" title="class in org.apache.sysds.runtime.instructions.gpu.context">GPUContext</a>&nbsp;gCtx,
<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a>&nbsp;instName,
<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a>&nbsp;in1,
<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a>&nbsp;outputName)</code>
<div class="block">Performs an "exp" operation on a matrix on the GPU</div>
</td>
</tr>
<tr class="altColor">
<td class="colFirst"><code>static void</code></td>
<td class="colLast"><span class="typeNameLabel">LibMatrixCUDA.</span><code><span class="memberNameLink"><a href="../../../../../../../org/apache/sysds/runtime/matrix/data/LibMatrixCUDA.html#floor-org.apache.sysds.runtime.controlprogram.context.ExecutionContext-org.apache.sysds.runtime.instructions.gpu.context.GPUContext-java.lang.String-org.apache.sysds.runtime.controlprogram.caching.MatrixObject-java.lang.String-">floor</a></span>(<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/context/ExecutionContext.html" title="class in org.apache.sysds.runtime.controlprogram.context">ExecutionContext</a>&nbsp;ec,
<a href="../../../../../../../org/apache/sysds/runtime/instructions/gpu/context/GPUContext.html" title="class in org.apache.sysds.runtime.instructions.gpu.context">GPUContext</a>&nbsp;gCtx,
<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a>&nbsp;instName,
<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a>&nbsp;in1,
<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a>&nbsp;outputName)</code>
<div class="block">Performs an "floor" operation on a matrix on the GPU</div>
</td>
</tr>
<tr class="rowColor">
<td class="colFirst"><code>static jcuda.Pointer</code></td>
<td class="colLast"><span class="typeNameLabel">LibMatrixCUDA.</span><code><span class="memberNameLink"><a href="../../../../../../../org/apache/sysds/runtime/matrix/data/LibMatrixCUDA.html#getDensePointer-org.apache.sysds.runtime.instructions.gpu.context.GPUContext-org.apache.sysds.runtime.controlprogram.caching.MatrixObject-java.lang.String-">getDensePointer</a></span>(<a href="../../../../../../../org/apache/sysds/runtime/instructions/gpu/context/GPUContext.html" title="class in org.apache.sysds.runtime.instructions.gpu.context">GPUContext</a>&nbsp;gCtx,
<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a>&nbsp;input,
<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a>&nbsp;instName)</code>
<div class="block">Convenience method to get jcudaDenseMatrixPtr.</div>
</td>
</tr>
<tr class="altColor">
<td class="colFirst"><code>static jcuda.Pointer</code></td>
<td class="colLast"><span class="typeNameLabel">LibMatrixCuDNN.</span><code><span class="memberNameLink"><a href="../../../../../../../org/apache/sysds/runtime/matrix/data/LibMatrixCuDNN.html#getDensePointerForCuDNN-org.apache.sysds.runtime.instructions.gpu.context.GPUContext-org.apache.sysds.runtime.controlprogram.caching.MatrixObject-java.lang.String-int-int-">getDensePointerForCuDNN</a></span>(<a href="../../../../../../../org/apache/sysds/runtime/instructions/gpu/context/GPUContext.html" title="class in org.apache.sysds.runtime.instructions.gpu.context">GPUContext</a>&nbsp;gCtx,
<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a>&nbsp;image,
<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a>&nbsp;instName,
int&nbsp;numRows,
int&nbsp;numCols)</code>
<div class="block">Convenience method to get jcudaDenseMatrixPtr.</div>
</td>
</tr>
<tr class="rowColor">
<td class="colFirst"><code>static long</code></td>
<td class="colLast"><span class="typeNameLabel">LibMatrixCUDA.</span><code><span class="memberNameLink"><a href="../../../../../../../org/apache/sysds/runtime/matrix/data/LibMatrixCUDA.html#getNnz-org.apache.sysds.runtime.instructions.gpu.context.GPUContext-java.lang.String-org.apache.sysds.runtime.controlprogram.caching.MatrixObject-boolean-">getNnz</a></span>(<a href="../../../../../../../org/apache/sysds/runtime/instructions/gpu/context/GPUContext.html" title="class in org.apache.sysds.runtime.instructions.gpu.context">GPUContext</a>&nbsp;gCtx,
<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a>&nbsp;instName,
<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a>&nbsp;mo,
boolean&nbsp;recomputeDenseNNZ)</code>
<div class="block">Note: if the matrix is in dense format, it explicitly re-computes the number of nonzeros.</div>
</td>
</tr>
<tr class="altColor">
<td class="colFirst"><code>static boolean</code></td>
<td class="colLast"><span class="typeNameLabel">LibMatrixCUDA.</span><code><span class="memberNameLink"><a href="../../../../../../../org/apache/sysds/runtime/matrix/data/LibMatrixCUDA.html#isInSparseFormat-org.apache.sysds.runtime.instructions.gpu.context.GPUContext-org.apache.sysds.runtime.controlprogram.caching.MatrixObject-">isInSparseFormat</a></span>(<a href="../../../../../../../org/apache/sysds/runtime/instructions/gpu/context/GPUContext.html" title="class in org.apache.sysds.runtime.instructions.gpu.context">GPUContext</a>&nbsp;gCtx,
<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a>&nbsp;mo)</code>&nbsp;</td>
</tr>
<tr class="rowColor">
<td class="colFirst"><code>static void</code></td>
<td class="colLast"><span class="typeNameLabel">LibMatrixCUDA.</span><code><span class="memberNameLink"><a href="../../../../../../../org/apache/sysds/runtime/matrix/data/LibMatrixCUDA.html#log-org.apache.sysds.runtime.controlprogram.context.ExecutionContext-org.apache.sysds.runtime.instructions.gpu.context.GPUContext-java.lang.String-org.apache.sysds.runtime.controlprogram.caching.MatrixObject-java.lang.String-">log</a></span>(<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/context/ExecutionContext.html" title="class in org.apache.sysds.runtime.controlprogram.context">ExecutionContext</a>&nbsp;ec,
<a href="../../../../../../../org/apache/sysds/runtime/instructions/gpu/context/GPUContext.html" title="class in org.apache.sysds.runtime.instructions.gpu.context">GPUContext</a>&nbsp;gCtx,
<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a>&nbsp;instName,
<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a>&nbsp;in1,
<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a>&nbsp;outputName)</code>
<div class="block">Performs an "log" operation on a matrix on the GPU</div>
</td>
</tr>
<tr class="altColor">
<td class="colFirst"><code>static <a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a></code></td>
<td class="colLast"><span class="typeNameLabel">LibMatrixCuMatMult.</span><code><span class="memberNameLink"><a href="../../../../../../../org/apache/sysds/runtime/matrix/data/LibMatrixCuMatMult.html#matmult-org.apache.sysds.runtime.controlprogram.context.ExecutionContext-org.apache.sysds.runtime.instructions.gpu.context.GPUContext-java.lang.String-org.apache.sysds.runtime.controlprogram.caching.MatrixObject-org.apache.sysds.runtime.controlprogram.caching.MatrixObject-java.lang.String-boolean-boolean-">matmult</a></span>(<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/context/ExecutionContext.html" title="class in org.apache.sysds.runtime.controlprogram.context">ExecutionContext</a>&nbsp;ec,
<a href="../../../../../../../org/apache/sysds/runtime/instructions/gpu/context/GPUContext.html" title="class in org.apache.sysds.runtime.instructions.gpu.context">GPUContext</a>&nbsp;gCtx,
<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a>&nbsp;instName,
<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a>&nbsp;left,
<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a>&nbsp;right,
<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a>&nbsp;outputName,
boolean&nbsp;isLeftTransposed,
boolean&nbsp;isRightTransposed)</code>
<div class="block">Matrix multiply on GPU Examines sparsity and shapes and routes call to
appropriate method from cuBLAS or cuSparse C = op(A) x op(B)
The user is expected to call
ec.releaseMatrixOutputForGPUInstruction(outputName);</div>
</td>
</tr>
<tr class="rowColor">
<td class="colFirst"><code>static void</code></td>
<td class="colLast"><span class="typeNameLabel">LibMatrixCUDA.</span><code><span class="memberNameLink"><a href="../../../../../../../org/apache/sysds/runtime/matrix/data/LibMatrixCUDA.html#matmultTSMM-org.apache.sysds.runtime.controlprogram.context.ExecutionContext-org.apache.sysds.runtime.instructions.gpu.context.GPUContext-java.lang.String-org.apache.sysds.runtime.controlprogram.caching.MatrixObject-java.lang.String-boolean-">matmultTSMM</a></span>(<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/context/ExecutionContext.html" title="class in org.apache.sysds.runtime.controlprogram.context">ExecutionContext</a>&nbsp;ec,
<a href="../../../../../../../org/apache/sysds/runtime/instructions/gpu/context/GPUContext.html" title="class in org.apache.sysds.runtime.instructions.gpu.context">GPUContext</a>&nbsp;gCtx,
<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a>&nbsp;instName,
<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a>&nbsp;left,
<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a>&nbsp;outputName,
boolean&nbsp;isLeftTransposed)</code>
<div class="block">Performs tsmm, A %*% A' or A' %*% A, on GPU by exploiting cublasDsyrk(...)</div>
</td>
</tr>
<tr class="altColor">
<td class="colFirst"><code>static void</code></td>
<td class="colLast"><span class="typeNameLabel">LibMatrixCUDA.</span><code><span class="memberNameLink"><a href="../../../../../../../org/apache/sysds/runtime/matrix/data/LibMatrixCUDA.html#matrixMatrixArithmetic-org.apache.sysds.runtime.controlprogram.context.ExecutionContext-org.apache.sysds.runtime.instructions.gpu.context.GPUContext-java.lang.String-org.apache.sysds.runtime.controlprogram.caching.MatrixObject-org.apache.sysds.runtime.controlprogram.caching.MatrixObject-java.lang.String-boolean-boolean-org.apache.sysds.runtime.matrix.operators.BinaryOperator-">matrixMatrixArithmetic</a></span>(<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/context/ExecutionContext.html" title="class in org.apache.sysds.runtime.controlprogram.context">ExecutionContext</a>&nbsp;ec,
<a href="../../../../../../../org/apache/sysds/runtime/instructions/gpu/context/GPUContext.html" title="class in org.apache.sysds.runtime.instructions.gpu.context">GPUContext</a>&nbsp;gCtx,
<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a>&nbsp;instName,
<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a>&nbsp;in1,
<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a>&nbsp;in2,
<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a>&nbsp;outputName,
boolean&nbsp;isLeftTransposed,
boolean&nbsp;isRightTransposed,
<a href="../../../../../../../org/apache/sysds/runtime/matrix/operators/BinaryOperator.html" title="class in org.apache.sysds.runtime.matrix.operators">BinaryOperator</a>&nbsp;op)</code>
<div class="block">Performs elementwise arithmetic operation specified by op of two input matrices in1 and in2</div>
</td>
</tr>
<tr class="rowColor">
<td class="colFirst"><code>static void</code></td>
<td class="colLast"><span class="typeNameLabel">LibMatrixCUDA.</span><code><span class="memberNameLink"><a href="../../../../../../../org/apache/sysds/runtime/matrix/data/LibMatrixCUDA.html#matrixMatrixRelational-org.apache.sysds.runtime.controlprogram.context.ExecutionContext-org.apache.sysds.runtime.instructions.gpu.context.GPUContext-java.lang.String-org.apache.sysds.runtime.controlprogram.caching.MatrixObject-org.apache.sysds.runtime.controlprogram.caching.MatrixObject-java.lang.String-org.apache.sysds.runtime.matrix.operators.BinaryOperator-">matrixMatrixRelational</a></span>(<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/context/ExecutionContext.html" title="class in org.apache.sysds.runtime.controlprogram.context">ExecutionContext</a>&nbsp;ec,
<a href="../../../../../../../org/apache/sysds/runtime/instructions/gpu/context/GPUContext.html" title="class in org.apache.sysds.runtime.instructions.gpu.context">GPUContext</a>&nbsp;gCtx,
<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a>&nbsp;instName,
<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a>&nbsp;in1,
<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a>&nbsp;in2,
<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a>&nbsp;outputName,
<a href="../../../../../../../org/apache/sysds/runtime/matrix/operators/BinaryOperator.html" title="class in org.apache.sysds.runtime.matrix.operators">BinaryOperator</a>&nbsp;op)</code>
<div class="block">Performs elementwise operation relational specified by op of two input matrices in1 and in2</div>
</td>
</tr>
<tr class="altColor">
<td class="colFirst"><code>static void</code></td>
<td class="colLast"><span class="typeNameLabel">LibMatrixCUDA.</span><code><span class="memberNameLink"><a href="../../../../../../../org/apache/sysds/runtime/matrix/data/LibMatrixCUDA.html#matrixScalarArithmetic-org.apache.sysds.runtime.controlprogram.context.ExecutionContext-org.apache.sysds.runtime.instructions.gpu.context.GPUContext-java.lang.String-org.apache.sysds.runtime.controlprogram.caching.MatrixObject-java.lang.String-boolean-org.apache.sysds.runtime.matrix.operators.ScalarOperator-">matrixScalarArithmetic</a></span>(<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/context/ExecutionContext.html" title="class in org.apache.sysds.runtime.controlprogram.context">ExecutionContext</a>&nbsp;ec,
<a href="../../../../../../../org/apache/sysds/runtime/instructions/gpu/context/GPUContext.html" title="class in org.apache.sysds.runtime.instructions.gpu.context">GPUContext</a>&nbsp;gCtx,
<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a>&nbsp;instName,
<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a>&nbsp;in,
<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a>&nbsp;outputName,
boolean&nbsp;isInputTransposed,
<a href="../../../../../../../org/apache/sysds/runtime/matrix/operators/ScalarOperator.html" title="class in org.apache.sysds.runtime.matrix.operators">ScalarOperator</a>&nbsp;op)</code>
<div class="block">Entry point to perform elementwise matrix-scalar arithmetic operation specified by op</div>
</td>
</tr>
<tr class="rowColor">
<td class="colFirst"><code>static void</code></td>
<td class="colLast"><span class="typeNameLabel">LibMatrixCUDA.</span><code><span class="memberNameLink"><a href="../../../../../../../org/apache/sysds/runtime/matrix/data/LibMatrixCUDA.html#matrixScalarOp-org.apache.sysds.runtime.controlprogram.context.ExecutionContext-org.apache.sysds.runtime.instructions.gpu.context.GPUContext-java.lang.String-org.apache.sysds.runtime.controlprogram.caching.MatrixObject-java.lang.String-boolean-org.apache.sysds.runtime.matrix.operators.ScalarOperator-">matrixScalarOp</a></span>(<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/context/ExecutionContext.html" title="class in org.apache.sysds.runtime.controlprogram.context">ExecutionContext</a>&nbsp;ec,
<a href="../../../../../../../org/apache/sysds/runtime/instructions/gpu/context/GPUContext.html" title="class in org.apache.sysds.runtime.instructions.gpu.context">GPUContext</a>&nbsp;gCtx,
<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a>&nbsp;instName,
<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a>&nbsp;in,
<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a>&nbsp;outputName,
boolean&nbsp;isInputTransposed,
<a href="../../../../../../../org/apache/sysds/runtime/matrix/operators/ScalarOperator.html" title="class in org.apache.sysds.runtime.matrix.operators">ScalarOperator</a>&nbsp;op)</code>
<div class="block">Utility to do matrix-scalar operation kernel</div>
</td>
</tr>
<tr class="altColor">
<td class="colFirst"><code>static void</code></td>
<td class="colLast"><span class="typeNameLabel">LibMatrixCUDA.</span><code><span class="memberNameLink"><a href="../../../../../../../org/apache/sysds/runtime/matrix/data/LibMatrixCUDA.html#matrixScalarRelational-org.apache.sysds.runtime.controlprogram.context.ExecutionContext-org.apache.sysds.runtime.instructions.gpu.context.GPUContext-java.lang.String-org.apache.sysds.runtime.controlprogram.caching.MatrixObject-java.lang.String-org.apache.sysds.runtime.matrix.operators.ScalarOperator-">matrixScalarRelational</a></span>(<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/context/ExecutionContext.html" title="class in org.apache.sysds.runtime.controlprogram.context">ExecutionContext</a>&nbsp;ec,
<a href="../../../../../../../org/apache/sysds/runtime/instructions/gpu/context/GPUContext.html" title="class in org.apache.sysds.runtime.instructions.gpu.context">GPUContext</a>&nbsp;gCtx,
<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a>&nbsp;instName,
<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a>&nbsp;in,
<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a>&nbsp;outputName,
<a href="../../../../../../../org/apache/sysds/runtime/matrix/operators/ScalarOperator.html" title="class in org.apache.sysds.runtime.matrix.operators">ScalarOperator</a>&nbsp;op)</code>
<div class="block">Entry point to perform elementwise matrix-scalar relational operation specified by op</div>
</td>
</tr>
<tr class="rowColor">
<td class="colFirst"><code>static void</code></td>
<td class="colLast"><span class="typeNameLabel">LibMatrixCuDNN.</span><code><span class="memberNameLink"><a href="../../../../../../../org/apache/sysds/runtime/matrix/data/LibMatrixCuDNN.html#pooling-org.apache.sysds.runtime.instructions.gpu.context.GPUContext-java.lang.String-org.apache.sysds.runtime.controlprogram.caching.MatrixObject-org.apache.sysds.runtime.controlprogram.caching.MatrixObject-int-int-int-int-int-int-int-int-int-int-int-int-int-org.apache.sysds.runtime.matrix.data.LibMatrixDNN.PoolingType-double-">pooling</a></span>(<a href="../../../../../../../org/apache/sysds/runtime/instructions/gpu/context/GPUContext.html" title="class in org.apache.sysds.runtime.instructions.gpu.context">GPUContext</a>&nbsp;gCtx,
<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a>&nbsp;instName,
<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a>&nbsp;image,
<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a>&nbsp;outputBlock,
int&nbsp;N,
int&nbsp;C,
int&nbsp;H,
int&nbsp;W,
int&nbsp;K,
int&nbsp;R,
int&nbsp;S,
int&nbsp;pad_h,
int&nbsp;pad_w,
int&nbsp;stride_h,
int&nbsp;stride_w,
int&nbsp;P,
int&nbsp;Q,
<a href="../../../../../../../org/apache/sysds/runtime/matrix/data/LibMatrixDNN.PoolingType.html" title="enum in org.apache.sysds.runtime.matrix.data">LibMatrixDNN.PoolingType</a>&nbsp;poolingType,
double&nbsp;intermediateMemoryBudget)</code>
<div class="block">performs maxpooling on GPU by exploiting cudnnPoolingForward(...)</div>
</td>
</tr>
<tr class="altColor">
<td class="colFirst"><code>static void</code></td>
<td class="colLast"><span class="typeNameLabel">LibMatrixCuDNN.</span><code><span class="memberNameLink"><a href="../../../../../../../org/apache/sysds/runtime/matrix/data/LibMatrixCuDNN.html#poolingBackward-org.apache.sysds.runtime.instructions.gpu.context.GPUContext-java.lang.String-org.apache.sysds.runtime.controlprogram.caching.MatrixObject-org.apache.sysds.runtime.controlprogram.caching.MatrixObject-org.apache.sysds.runtime.controlprogram.caching.MatrixObject-org.apache.sysds.runtime.controlprogram.caching.MatrixObject-int-int-int-int-int-int-int-int-int-int-int-int-int-org.apache.sysds.runtime.matrix.data.LibMatrixDNN.PoolingType-double-">poolingBackward</a></span>(<a href="../../../../../../../org/apache/sysds/runtime/instructions/gpu/context/GPUContext.html" title="class in org.apache.sysds.runtime.instructions.gpu.context">GPUContext</a>&nbsp;gCtx,
<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a>&nbsp;instName,
<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a>&nbsp;image,
<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a>&nbsp;dout,
<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a>&nbsp;maxpoolOutput,
<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a>&nbsp;outputBlock,
int&nbsp;N,
int&nbsp;C,
int&nbsp;H,
int&nbsp;W,
int&nbsp;K,
int&nbsp;R,
int&nbsp;S,
int&nbsp;pad_h,
int&nbsp;pad_w,
int&nbsp;stride_h,
int&nbsp;stride_w,
int&nbsp;P,
int&nbsp;Q,
<a href="../../../../../../../org/apache/sysds/runtime/matrix/data/LibMatrixDNN.PoolingType.html" title="enum in org.apache.sysds.runtime.matrix.data">LibMatrixDNN.PoolingType</a>&nbsp;poolingType,
double&nbsp;intermediateMemoryBudget)</code>
<div class="block">Performs maxpoolingBackward on GPU by exploiting cudnnPoolingBackward(...)
This method computes the backpropogation errors for previous layer of maxpooling operation</div>
</td>
</tr>
<tr class="rowColor">
<td class="colFirst"><code>static void</code></td>
<td class="colLast"><span class="typeNameLabel">LibMatrixCUDA.</span><code><span class="memberNameLink"><a href="../../../../../../../org/apache/sysds/runtime/matrix/data/LibMatrixCUDA.html#rbind-org.apache.sysds.runtime.controlprogram.context.ExecutionContext-org.apache.sysds.runtime.instructions.gpu.context.GPUContext-java.lang.String-org.apache.sysds.runtime.controlprogram.caching.MatrixObject-org.apache.sysds.runtime.controlprogram.caching.MatrixObject-java.lang.String-">rbind</a></span>(<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/context/ExecutionContext.html" title="class in org.apache.sysds.runtime.controlprogram.context">ExecutionContext</a>&nbsp;ec,
<a href="../../../../../../../org/apache/sysds/runtime/instructions/gpu/context/GPUContext.html" title="class in org.apache.sysds.runtime.instructions.gpu.context">GPUContext</a>&nbsp;gCtx,
<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a>&nbsp;instName,
<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a>&nbsp;in1,
<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a>&nbsp;in2,
<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a>&nbsp;outputName)</code>&nbsp;</td>
</tr>
<tr class="altColor">
<td class="colFirst"><code>static void</code></td>
<td class="colLast"><span class="typeNameLabel">LibMatrixCuDNN.</span><code><span class="memberNameLink"><a href="../../../../../../../org/apache/sysds/runtime/matrix/data/LibMatrixCuDNN.html#relu-org.apache.sysds.runtime.controlprogram.context.ExecutionContext-org.apache.sysds.runtime.instructions.gpu.context.GPUContext-java.lang.String-org.apache.sysds.runtime.controlprogram.caching.MatrixObject-java.lang.String-">relu</a></span>(<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/context/ExecutionContext.html" title="class in org.apache.sysds.runtime.controlprogram.context">ExecutionContext</a>&nbsp;ec,
<a href="../../../../../../../org/apache/sysds/runtime/instructions/gpu/context/GPUContext.html" title="class in org.apache.sysds.runtime.instructions.gpu.context">GPUContext</a>&nbsp;gCtx,
<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a>&nbsp;instName,
<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a>&nbsp;in,
<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a>&nbsp;outputName)</code>
<div class="block">Performs the relu operation on the GPU.</div>
</td>
</tr>
<tr class="rowColor">
<td class="colFirst"><code>static void</code></td>
<td class="colLast"><span class="typeNameLabel">LibMatrixCUDA.</span><code><span class="memberNameLink"><a href="../../../../../../../org/apache/sysds/runtime/matrix/data/LibMatrixCUDA.html#reluBackward-org.apache.sysds.runtime.instructions.gpu.context.GPUContext-java.lang.String-org.apache.sysds.runtime.controlprogram.caching.MatrixObject-org.apache.sysds.runtime.controlprogram.caching.MatrixObject-org.apache.sysds.runtime.controlprogram.caching.MatrixObject-">reluBackward</a></span>(<a href="../../../../../../../org/apache/sysds/runtime/instructions/gpu/context/GPUContext.html" title="class in org.apache.sysds.runtime.instructions.gpu.context">GPUContext</a>&nbsp;gCtx,
<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a>&nbsp;instName,
<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a>&nbsp;input,
<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a>&nbsp;dout,
<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a>&nbsp;outputBlock)</code>
<div class="block">This method computes the backpropagation errors for previous layer of relu operation</div>
</td>
</tr>
<tr class="altColor">
<td class="colFirst"><code>static void</code></td>
<td class="colLast"><span class="typeNameLabel">LibMatrixCUDA.</span><code><span class="memberNameLink"><a href="../../../../../../../org/apache/sysds/runtime/matrix/data/LibMatrixCUDA.html#round-org.apache.sysds.runtime.controlprogram.context.ExecutionContext-org.apache.sysds.runtime.instructions.gpu.context.GPUContext-java.lang.String-org.apache.sysds.runtime.controlprogram.caching.MatrixObject-java.lang.String-">round</a></span>(<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/context/ExecutionContext.html" title="class in org.apache.sysds.runtime.controlprogram.context">ExecutionContext</a>&nbsp;ec,
<a href="../../../../../../../org/apache/sysds/runtime/instructions/gpu/context/GPUContext.html" title="class in org.apache.sysds.runtime.instructions.gpu.context">GPUContext</a>&nbsp;gCtx,
<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a>&nbsp;instName,
<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a>&nbsp;in1,
<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a>&nbsp;outputName)</code>
<div class="block">Performs an "round" operation on a matrix on the GPU</div>
</td>
</tr>
<tr class="rowColor">
<td class="colFirst"><code>static void</code></td>
<td class="colLast"><span class="typeNameLabel">LibMatrixCUDA.</span><code><span class="memberNameLink"><a href="../../../../../../../org/apache/sysds/runtime/matrix/data/LibMatrixCUDA.html#sigmoid-org.apache.sysds.runtime.controlprogram.context.ExecutionContext-org.apache.sysds.runtime.instructions.gpu.context.GPUContext-java.lang.String-org.apache.sysds.runtime.controlprogram.caching.MatrixObject-java.lang.String-">sigmoid</a></span>(<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/context/ExecutionContext.html" title="class in org.apache.sysds.runtime.controlprogram.context">ExecutionContext</a>&nbsp;ec,
<a href="../../../../../../../org/apache/sysds/runtime/instructions/gpu/context/GPUContext.html" title="class in org.apache.sysds.runtime.instructions.gpu.context">GPUContext</a>&nbsp;gCtx,
<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a>&nbsp;instName,
<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a>&nbsp;in1,
<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a>&nbsp;outputName)</code>
<div class="block">Performs an "sigmoid" operation on a matrix on the GPU</div>
</td>
</tr>
<tr class="altColor">
<td class="colFirst"><code>static void</code></td>
<td class="colLast"><span class="typeNameLabel">LibMatrixCUDA.</span><code><span class="memberNameLink"><a href="../../../../../../../org/apache/sysds/runtime/matrix/data/LibMatrixCUDA.html#sign-org.apache.sysds.runtime.controlprogram.context.ExecutionContext-org.apache.sysds.runtime.instructions.gpu.context.GPUContext-java.lang.String-org.apache.sysds.runtime.controlprogram.caching.MatrixObject-java.lang.String-">sign</a></span>(<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/context/ExecutionContext.html" title="class in org.apache.sysds.runtime.controlprogram.context">ExecutionContext</a>&nbsp;ec,
<a href="../../../../../../../org/apache/sysds/runtime/instructions/gpu/context/GPUContext.html" title="class in org.apache.sysds.runtime.instructions.gpu.context">GPUContext</a>&nbsp;gCtx,
<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a>&nbsp;instName,
<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a>&nbsp;in1,
<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a>&nbsp;outputName)</code>
<div class="block">Performs an "sign" operation on a matrix on the GPU</div>
</td>
</tr>
<tr class="rowColor">
<td class="colFirst"><code>static void</code></td>
<td class="colLast"><span class="typeNameLabel">LibMatrixCUDA.</span><code><span class="memberNameLink"><a href="../../../../../../../org/apache/sysds/runtime/matrix/data/LibMatrixCUDA.html#sin-org.apache.sysds.runtime.controlprogram.context.ExecutionContext-org.apache.sysds.runtime.instructions.gpu.context.GPUContext-java.lang.String-org.apache.sysds.runtime.controlprogram.caching.MatrixObject-java.lang.String-">sin</a></span>(<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/context/ExecutionContext.html" title="class in org.apache.sysds.runtime.controlprogram.context">ExecutionContext</a>&nbsp;ec,
<a href="../../../../../../../org/apache/sysds/runtime/instructions/gpu/context/GPUContext.html" title="class in org.apache.sysds.runtime.instructions.gpu.context">GPUContext</a>&nbsp;gCtx,
<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a>&nbsp;instName,
<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a>&nbsp;in1,
<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a>&nbsp;outputName)</code>
<div class="block">Performs an "sin" operation on a matrix on the GPU</div>
</td>
</tr>
<tr class="altColor">
<td class="colFirst"><code>static void</code></td>
<td class="colLast"><span class="typeNameLabel">LibMatrixCUDA.</span><code><span class="memberNameLink"><a href="../../../../../../../org/apache/sysds/runtime/matrix/data/LibMatrixCUDA.html#sinh-org.apache.sysds.runtime.controlprogram.context.ExecutionContext-org.apache.sysds.runtime.instructions.gpu.context.GPUContext-java.lang.String-org.apache.sysds.runtime.controlprogram.caching.MatrixObject-java.lang.String-">sinh</a></span>(<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/context/ExecutionContext.html" title="class in org.apache.sysds.runtime.controlprogram.context">ExecutionContext</a>&nbsp;ec,
<a href="../../../../../../../org/apache/sysds/runtime/instructions/gpu/context/GPUContext.html" title="class in org.apache.sysds.runtime.instructions.gpu.context">GPUContext</a>&nbsp;gCtx,
<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a>&nbsp;instName,
<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a>&nbsp;in1,
<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a>&nbsp;outputName)</code>
<div class="block">Performs an "sinh" operation on a matrix on the GPU</div>
</td>
</tr>
<tr class="rowColor">
<td class="colFirst"><code>static void</code></td>
<td class="colLast"><span class="typeNameLabel">LibMatrixCUDA.</span><code><span class="memberNameLink"><a href="../../../../../../../org/apache/sysds/runtime/matrix/data/LibMatrixCUDA.html#sliceOperations-org.apache.sysds.runtime.controlprogram.context.ExecutionContext-org.apache.sysds.runtime.instructions.gpu.context.GPUContext-java.lang.String-org.apache.sysds.runtime.controlprogram.caching.MatrixObject-org.apache.sysds.runtime.util.IndexRange-java.lang.String-">sliceOperations</a></span>(<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/context/ExecutionContext.html" title="class in org.apache.sysds.runtime.controlprogram.context">ExecutionContext</a>&nbsp;ec,
<a href="../../../../../../../org/apache/sysds/runtime/instructions/gpu/context/GPUContext.html" title="class in org.apache.sysds.runtime.instructions.gpu.context">GPUContext</a>&nbsp;gCtx,
<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a>&nbsp;instName,
<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a>&nbsp;in1,
<a href="../../../../../../../org/apache/sysds/runtime/util/IndexRange.html" title="class in org.apache.sysds.runtime.util">IndexRange</a>&nbsp;ixrange,
<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a>&nbsp;outputName)</code>
<div class="block">Method to perform rightIndex operation for a given lower and upper bounds in row and column dimensions.</div>
</td>
</tr>
<tr class="altColor">
<td class="colFirst"><code>static void</code></td>
<td class="colLast"><span class="typeNameLabel">LibMatrixCuDNN.</span><code><span class="memberNameLink"><a href="../../../../../../../org/apache/sysds/runtime/matrix/data/LibMatrixCuDNN.html#softmax-org.apache.sysds.runtime.controlprogram.context.ExecutionContext-org.apache.sysds.runtime.instructions.gpu.context.GPUContext-java.lang.String-org.apache.sysds.runtime.controlprogram.caching.MatrixObject-java.lang.String-">softmax</a></span>(<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/context/ExecutionContext.html" title="class in org.apache.sysds.runtime.controlprogram.context">ExecutionContext</a>&nbsp;ec,
<a href="../../../../../../../org/apache/sysds/runtime/instructions/gpu/context/GPUContext.html" title="class in org.apache.sysds.runtime.instructions.gpu.context">GPUContext</a>&nbsp;gCtx,
<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a>&nbsp;instName,
<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a>&nbsp;in1,
<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a>&nbsp;outputName)</code>
<div class="block">Performs an "softmax" operation on a matrix on the GPU</div>
</td>
</tr>
<tr class="rowColor">
<td class="colFirst"><code>static void</code></td>
<td class="colLast"><span class="typeNameLabel">LibMatrixCUDA.</span><code><span class="memberNameLink"><a href="../../../../../../../org/apache/sysds/runtime/matrix/data/LibMatrixCUDA.html#solve-org.apache.sysds.runtime.controlprogram.context.ExecutionContext-org.apache.sysds.runtime.instructions.gpu.context.GPUContext-java.lang.String-org.apache.sysds.runtime.controlprogram.caching.MatrixObject-org.apache.sysds.runtime.controlprogram.caching.MatrixObject-java.lang.String-">solve</a></span>(<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/context/ExecutionContext.html" title="class in org.apache.sysds.runtime.controlprogram.context">ExecutionContext</a>&nbsp;ec,
<a href="../../../../../../../org/apache/sysds/runtime/instructions/gpu/context/GPUContext.html" title="class in org.apache.sysds.runtime.instructions.gpu.context">GPUContext</a>&nbsp;gCtx,
<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a>&nbsp;instName,
<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a>&nbsp;in1,
<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a>&nbsp;in2,
<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a>&nbsp;outputName)</code>
<div class="block">Implements the "solve" function for systemds Ax = B (A is of size m*n, B is of size m*1, x is of size n*1)</div>
</td>
</tr>
<tr class="altColor">
<td class="colFirst"><code>static void</code></td>
<td class="colLast"><span class="typeNameLabel">LibMatrixCUDA.</span><code><span class="memberNameLink"><a href="../../../../../../../org/apache/sysds/runtime/matrix/data/LibMatrixCUDA.html#sqrt-org.apache.sysds.runtime.controlprogram.context.ExecutionContext-org.apache.sysds.runtime.instructions.gpu.context.GPUContext-java.lang.String-org.apache.sysds.runtime.controlprogram.caching.MatrixObject-java.lang.String-">sqrt</a></span>(<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/context/ExecutionContext.html" title="class in org.apache.sysds.runtime.controlprogram.context">ExecutionContext</a>&nbsp;ec,
<a href="../../../../../../../org/apache/sysds/runtime/instructions/gpu/context/GPUContext.html" title="class in org.apache.sysds.runtime.instructions.gpu.context">GPUContext</a>&nbsp;gCtx,
<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a>&nbsp;instName,
<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a>&nbsp;in1,
<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a>&nbsp;outputName)</code>
<div class="block">Performs an "sqrt" operation on a matrix on the GPU</div>
</td>
</tr>
<tr class="rowColor">
<td class="colFirst"><code>static void</code></td>
<td class="colLast"><span class="typeNameLabel">LibMatrixCUDA.</span><code><span class="memberNameLink"><a href="../../../../../../../org/apache/sysds/runtime/matrix/data/LibMatrixCUDA.html#tan-org.apache.sysds.runtime.controlprogram.context.ExecutionContext-org.apache.sysds.runtime.instructions.gpu.context.GPUContext-java.lang.String-org.apache.sysds.runtime.controlprogram.caching.MatrixObject-java.lang.String-">tan</a></span>(<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/context/ExecutionContext.html" title="class in org.apache.sysds.runtime.controlprogram.context">ExecutionContext</a>&nbsp;ec,
<a href="../../../../../../../org/apache/sysds/runtime/instructions/gpu/context/GPUContext.html" title="class in org.apache.sysds.runtime.instructions.gpu.context">GPUContext</a>&nbsp;gCtx,
<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a>&nbsp;instName,
<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a>&nbsp;in1,
<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a>&nbsp;outputName)</code>
<div class="block">Performs an "tan" operation on a matrix on the GPU</div>
</td>
</tr>
<tr class="altColor">
<td class="colFirst"><code>static void</code></td>
<td class="colLast"><span class="typeNameLabel">LibMatrixCUDA.</span><code><span class="memberNameLink"><a href="../../../../../../../org/apache/sysds/runtime/matrix/data/LibMatrixCUDA.html#tanh-org.apache.sysds.runtime.controlprogram.context.ExecutionContext-org.apache.sysds.runtime.instructions.gpu.context.GPUContext-java.lang.String-org.apache.sysds.runtime.controlprogram.caching.MatrixObject-java.lang.String-">tanh</a></span>(<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/context/ExecutionContext.html" title="class in org.apache.sysds.runtime.controlprogram.context">ExecutionContext</a>&nbsp;ec,
<a href="../../../../../../../org/apache/sysds/runtime/instructions/gpu/context/GPUContext.html" title="class in org.apache.sysds.runtime.instructions.gpu.context">GPUContext</a>&nbsp;gCtx,
<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a>&nbsp;instName,
<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a>&nbsp;in1,
<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a>&nbsp;outputName)</code>
<div class="block">Performs an "tanh" operation on a matrix on the GPU</div>
</td>
</tr>
<tr class="rowColor">
<td class="colFirst"><code>static void</code></td>
<td class="colLast"><span class="typeNameLabel">LibMatrixCUDA.</span><code><span class="memberNameLink"><a href="../../../../../../../org/apache/sysds/runtime/matrix/data/LibMatrixCUDA.html#transpose-org.apache.sysds.runtime.controlprogram.context.ExecutionContext-org.apache.sysds.runtime.instructions.gpu.context.GPUContext-java.lang.String-org.apache.sysds.runtime.controlprogram.caching.MatrixObject-java.lang.String-">transpose</a></span>(<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/context/ExecutionContext.html" title="class in org.apache.sysds.runtime.controlprogram.context">ExecutionContext</a>&nbsp;ec,
<a href="../../../../../../../org/apache/sysds/runtime/instructions/gpu/context/GPUContext.html" title="class in org.apache.sysds.runtime.instructions.gpu.context">GPUContext</a>&nbsp;gCtx,
<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a>&nbsp;instName,
<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a>&nbsp;in,
<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a>&nbsp;outputName)</code>
<div class="block">Transposes the input matrix using cublasDgeam</div>
</td>
</tr>
<tr class="altColor">
<td class="colFirst"><code>static void</code></td>
<td class="colLast"><span class="typeNameLabel">LibMatrixCUDA.</span><code><span class="memberNameLink"><a href="../../../../../../../org/apache/sysds/runtime/matrix/data/LibMatrixCUDA.html#unaryAggregate-org.apache.sysds.runtime.controlprogram.context.ExecutionContext-org.apache.sysds.runtime.instructions.gpu.context.GPUContext-java.lang.String-org.apache.sysds.runtime.controlprogram.caching.MatrixObject-java.lang.String-org.apache.sysds.runtime.matrix.operators.AggregateUnaryOperator-">unaryAggregate</a></span>(<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/context/ExecutionContext.html" title="class in org.apache.sysds.runtime.controlprogram.context">ExecutionContext</a>&nbsp;ec,
<a href="../../../../../../../org/apache/sysds/runtime/instructions/gpu/context/GPUContext.html" title="class in org.apache.sysds.runtime.instructions.gpu.context">GPUContext</a>&nbsp;gCtx,
<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a>&nbsp;instName,
<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a>&nbsp;in1,
<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a>&nbsp;output,
<a href="../../../../../../../org/apache/sysds/runtime/matrix/operators/AggregateUnaryOperator.html" title="class in org.apache.sysds.runtime.matrix.operators">AggregateUnaryOperator</a>&nbsp;op)</code>
<div class="block">Entry point to perform Unary aggregate operations on the GPU.</div>
</td>
</tr>
</tbody>
</table>
<table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing constructors, and an explanation">
<caption><span>Constructors in <a href="../../../../../../../org/apache/sysds/runtime/matrix/data/package-summary.html">org.apache.sysds.runtime.matrix.data</a> with parameters of type <a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a></span><span class="tabEnd">&nbsp;</span></caption>
<tr>
<th class="colOne" scope="col">Constructor and Description</th>
</tr>
<tbody>
<tr class="altColor">
<td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../../org/apache/sysds/runtime/matrix/data/LibMatrixCuDNNInputRowFetcher.html#LibMatrixCuDNNInputRowFetcher-org.apache.sysds.runtime.instructions.gpu.context.GPUContext-java.lang.String-org.apache.sysds.runtime.controlprogram.caching.MatrixObject-">LibMatrixCuDNNInputRowFetcher</a></span>(<a href="../../../../../../../org/apache/sysds/runtime/instructions/gpu/context/GPUContext.html" title="class in org.apache.sysds.runtime.instructions.gpu.context">GPUContext</a>&nbsp;gCtx,
<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a>&nbsp;instName,
<a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a>&nbsp;image)</code>
<div class="block">Initialize the input fetcher</div>
</td>
</tr>
</tbody>
</table>
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