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<h2 title="Uses of Class org.apache.sysds.runtime.matrix.data.LibMatrixDNN.PoolingType" class="title">Uses of Class<br>org.apache.sysds.runtime.matrix.data.LibMatrixDNN.PoolingType</h2>
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<caption><span>Packages that use <a href="../../../../../../../org/apache/sysds/runtime/matrix/data/LibMatrixDNN.PoolingType.html" title="enum in org.apache.sysds.runtime.matrix.data">LibMatrixDNN.PoolingType</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.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/matrix/data/LibMatrixDNN.PoolingType.html" title="enum in org.apache.sysds.runtime.matrix.data">LibMatrixDNN.PoolingType</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/matrix/data/LibMatrixDNN.PoolingType.html" title="enum in org.apache.sysds.runtime.matrix.data">LibMatrixDNN.PoolingType</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/matrix/data/LibMatrixDNN.PoolingType.html" title="enum in org.apache.sysds.runtime.matrix.data">LibMatrixDNN.PoolingType</a></code></td>
<td class="colLast"><span class="typeNameLabel">LibMatrixDNN.PoolingType.</span><code><span class="memberNameLink"><a href="../../../../../../../org/apache/sysds/runtime/matrix/data/LibMatrixDNN.PoolingType.html#valueOf-java.lang.String-">valueOf</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)</code>
<div class="block">Returns the enum constant of this type with the specified name.</div>
</td>
</tr>
<tr class="rowColor">
<td class="colFirst"><code>static <a href="../../../../../../../org/apache/sysds/runtime/matrix/data/LibMatrixDNN.PoolingType.html" title="enum in org.apache.sysds.runtime.matrix.data">LibMatrixDNN.PoolingType</a>[]</code></td>
<td class="colLast"><span class="typeNameLabel">LibMatrixDNN.PoolingType.</span><code><span class="memberNameLink"><a href="../../../../../../../org/apache/sysds/runtime/matrix/data/LibMatrixDNN.PoolingType.html#values--">values</a></span>()</code>
<div class="block">Returns an array containing the constants of this enum type, in
the order they are declared.</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/matrix/data/LibMatrixDNN.PoolingType.html" title="enum in org.apache.sysds.runtime.matrix.data">LibMatrixDNN.PoolingType</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/matrix/data/LibMatrixCuDNNPoolingDescriptors.html" title="class in org.apache.sysds.runtime.matrix.data">LibMatrixCuDNNPoolingDescriptors</a></code></td>
<td class="colLast"><span class="typeNameLabel">LibMatrixCuDNNPoolingDescriptors.</span><code><span class="memberNameLink"><a href="../../../../../../../org/apache/sysds/runtime/matrix/data/LibMatrixCuDNNPoolingDescriptors.html#cudnnPoolingBackwardDescriptors-org.apache.sysds.runtime.instructions.gpu.context.GPUContext-java.lang.String-int-int-int-int-int-int-int-int-int-int-int-int-int-org.apache.sysds.runtime.matrix.data.LibMatrixDNN.PoolingType-">cudnnPoolingBackwardDescriptors</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,
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)</code>
<div class="block">Get descriptors for maxpooling backward operation</div>
</td>
</tr>
<tr class="rowColor">
<td class="colFirst"><code>static <a href="../../../../../../../org/apache/sysds/runtime/matrix/data/LibMatrixCuDNNPoolingDescriptors.html" title="class in org.apache.sysds.runtime.matrix.data">LibMatrixCuDNNPoolingDescriptors</a></code></td>
<td class="colLast"><span class="typeNameLabel">LibMatrixCuDNNPoolingDescriptors.</span><code><span class="memberNameLink"><a href="../../../../../../../org/apache/sysds/runtime/matrix/data/LibMatrixCuDNNPoolingDescriptors.html#cudnnPoolingDescriptors-org.apache.sysds.runtime.instructions.gpu.context.GPUContext-java.lang.String-int-int-int-int-int-int-int-int-int-int-int-int-int-org.apache.sysds.runtime.matrix.data.LibMatrixDNN.PoolingType-">cudnnPoolingDescriptors</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,
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)</code>
<div class="block">Get descriptors for maxpooling operation</div>
</td>
</tr>
<tr class="altColor">
<td class="colFirst"><code>static <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="https://docs.oracle.com/javase/8/docs/api/java/util/concurrent/Callable.html?is-external=true" title="class or interface in java.util.concurrent">Callable</a>&lt;<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/Long.html?is-external=true" title="class or interface in java.lang">Long</a>&gt;&gt;</code></td>
<td class="colLast"><span class="typeNameLabel">LibMatrixDNNPooling.</span><code><span class="memberNameLink"><a href="../../../../../../../org/apache/sysds/runtime/matrix/data/LibMatrixDNNPooling.html#getPoolingBackwardWorkers-org.apache.sysds.runtime.matrix.data.DnnParameters-boolean-org.apache.sysds.runtime.matrix.data.LibMatrixDNN.PoolingType-">getPoolingBackwardWorkers</a></span>(<a href="../../../../../../../org/apache/sysds/runtime/matrix/data/DnnParameters.html" title="class in org.apache.sysds.runtime.matrix.data">DnnParameters</a>&nbsp;params,
boolean&nbsp;performReluBackward,
<a href="../../../../../../../org/apache/sysds/runtime/matrix/data/LibMatrixDNN.PoolingType.html" title="enum in org.apache.sysds.runtime.matrix.data">LibMatrixDNN.PoolingType</a>&nbsp;poolType)</code>
<div class="block">Factory method that returns list of callable tasks for performing maxpooling backward operation</div>
</td>
</tr>
<tr class="rowColor">
<td class="colFirst"><code>static <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="https://docs.oracle.com/javase/8/docs/api/java/util/concurrent/Callable.html?is-external=true" title="class or interface in java.util.concurrent">Callable</a>&lt;<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/Long.html?is-external=true" title="class or interface in java.lang">Long</a>&gt;&gt;</code></td>
<td class="colLast"><span class="typeNameLabel">LibMatrixDNNPooling.</span><code><span class="memberNameLink"><a href="../../../../../../../org/apache/sysds/runtime/matrix/data/LibMatrixDNNPooling.html#getPoolingWorkers-org.apache.sysds.runtime.matrix.data.DnnParameters-org.apache.sysds.runtime.matrix.data.LibMatrixDNN.PoolingType-">getPoolingWorkers</a></span>(<a href="../../../../../../../org/apache/sysds/runtime/matrix/data/DnnParameters.html" title="class in org.apache.sysds.runtime.matrix.data">DnnParameters</a>&nbsp;params,
<a href="../../../../../../../org/apache/sysds/runtime/matrix/data/LibMatrixDNN.PoolingType.html" title="enum in org.apache.sysds.runtime.matrix.data">LibMatrixDNN.PoolingType</a>&nbsp;poolType)</code>
<div class="block">Factory method that returns list of callable tasks for performing pooling 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#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="rowColor">
<td class="colFirst"><code>static void</code></td>
<td class="colLast"><span class="typeNameLabel">LibMatrixDNN.</span><code><span class="memberNameLink"><a href="../../../../../../../org/apache/sysds/runtime/matrix/data/LibMatrixDNN.html#pooling-org.apache.sysds.runtime.matrix.data.MatrixBlock-org.apache.sysds.runtime.matrix.data.MatrixBlock-org.apache.sysds.runtime.matrix.data.DnnParameters-org.apache.sysds.runtime.matrix.data.LibMatrixDNN.PoolingType-">pooling</a></span>(<a href="../../../../../../../org/apache/sysds/runtime/matrix/data/MatrixBlock.html" title="class in org.apache.sysds.runtime.matrix.data">MatrixBlock</a>&nbsp;input,
<a href="../../../../../../../org/apache/sysds/runtime/matrix/data/MatrixBlock.html" title="class in org.apache.sysds.runtime.matrix.data">MatrixBlock</a>&nbsp;output,
<a href="../../../../../../../org/apache/sysds/runtime/matrix/data/DnnParameters.html" title="class in org.apache.sysds.runtime.matrix.data">DnnParameters</a>&nbsp;params,
<a href="../../../../../../../org/apache/sysds/runtime/matrix/data/LibMatrixDNN.PoolingType.html" title="enum in org.apache.sysds.runtime.matrix.data">LibMatrixDNN.PoolingType</a>&nbsp;poolType)</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#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">LibMatrixDNN.</span><code><span class="memberNameLink"><a href="../../../../../../../org/apache/sysds/runtime/matrix/data/LibMatrixDNN.html#poolingBackward-org.apache.sysds.runtime.matrix.data.MatrixBlock-org.apache.sysds.runtime.matrix.data.MatrixBlock-org.apache.sysds.runtime.matrix.data.MatrixBlock-org.apache.sysds.runtime.matrix.data.DnnParameters-boolean-org.apache.sysds.runtime.matrix.data.LibMatrixDNN.PoolingType-">poolingBackward</a></span>(<a href="../../../../../../../org/apache/sysds/runtime/matrix/data/MatrixBlock.html" title="class in org.apache.sysds.runtime.matrix.data">MatrixBlock</a>&nbsp;input,
<a href="../../../../../../../org/apache/sysds/runtime/matrix/data/MatrixBlock.html" title="class in org.apache.sysds.runtime.matrix.data">MatrixBlock</a>&nbsp;dout,
<a href="../../../../../../../org/apache/sysds/runtime/matrix/data/MatrixBlock.html" title="class in org.apache.sysds.runtime.matrix.data">MatrixBlock</a>&nbsp;outputBlock,
<a href="../../../../../../../org/apache/sysds/runtime/matrix/data/DnnParameters.html" title="class in org.apache.sysds.runtime.matrix.data">DnnParameters</a>&nbsp;params,
boolean&nbsp;performReluBackward,
<a href="../../../../../../../org/apache/sysds/runtime/matrix/data/LibMatrixDNN.PoolingType.html" title="enum in org.apache.sysds.runtime.matrix.data">LibMatrixDNN.PoolingType</a>&nbsp;poolType)</code>
<div class="block">This method computes the backpropogation errors for previous layer of pooling operation</div>
</td>
</tr>
<tr class="altColor">
<td class="colFirst"><code>static void</code></td>
<td class="colLast"><span class="typeNameLabel">LibMatrixDNNPooling.</span><code><span class="memberNameLink"><a href="../../../../../../../org/apache/sysds/runtime/matrix/data/LibMatrixDNNPooling.html#poolingDenseStride1Pad0-org.apache.sysds.runtime.matrix.data.LibMatrixDNN.PoolingType-double-double-double:A-double:A-int-int-int-int-int-int-int-int-int-int-int-">poolingDenseStride1Pad0</a></span>(<a href="../../../../../../../org/apache/sysds/runtime/matrix/data/LibMatrixDNN.PoolingType.html" title="enum in org.apache.sysds.runtime.matrix.data">LibMatrixDNN.PoolingType</a>&nbsp;pType,
double&nbsp;minVal,
double&nbsp;pFact,
double[]&nbsp;in,
double[]&nbsp;out,
int&nbsp;rl,
int&nbsp;ru,
int&nbsp;ii,
int&nbsp;oi,
int&nbsp;C,
int&nbsp;P,
int&nbsp;Q,
int&nbsp;R,
int&nbsp;S,
int&nbsp;H,
int&nbsp;W)</code>&nbsp;</td>
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