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| <h1 title="Package" class="title">Package org.apache.sysds.runtime.matrix.data</h1> |
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| <tr> |
| <th class="colFirst" scope="col">Interface</th> |
| <th class="colLast" scope="col">Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colFirst"><a href="../../../../../../org/apache/sysds/runtime/matrix/data/Converter.html" title="interface in org.apache.sysds.runtime.matrix.data">Converter</a><K1 extends org.apache.hadoop.io.Writable,V1 extends org.apache.hadoop.io.Writable,K2 extends org.apache.hadoop.io.Writable,V2 extends org.apache.hadoop.io.Writable></td> |
| <td class="colLast"> </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><a href="../../../../../../org/apache/sysds/runtime/matrix/data/CudaSupportFunctions.html" title="interface in org.apache.sysds.runtime.matrix.data">CudaSupportFunctions</a></td> |
| <td class="colLast"> |
| <div class="block">DESIGN DOCUMENTATION FOR SUPPORTING LOWER PRECISION: |
| 1.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><a href="../../../../../../org/apache/sysds/runtime/matrix/data/LibMatrixDNNRotate180.Rotate180Worker.html" title="interface in org.apache.sysds.runtime.matrix.data">LibMatrixDNNRotate180.Rotate180Worker</a></td> |
| <td class="colLast"> </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><a href="../../../../../../org/apache/sysds/runtime/matrix/data/MatrixBlockDataInput.html" title="interface in org.apache.sysds.runtime.matrix.data">MatrixBlockDataInput</a></td> |
| <td class="colLast"> |
| <div class="block">Any data input that is intended to support fast deserialization / read |
| of entire blocks should implement this interface.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><a href="../../../../../../org/apache/sysds/runtime/matrix/data/MatrixBlockDataOutput.html" title="interface in org.apache.sysds.runtime.matrix.data">MatrixBlockDataOutput</a></td> |
| <td class="colLast"> |
| <div class="block">Any data output that is intended to support fast serialization / write |
| of entire blocks should implement this interface.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| </li> |
| <li class="blockList"> |
| <table class="typeSummary" border="0" cellpadding="3" cellspacing="0" summary="Class Summary table, listing classes, and an explanation"> |
| <caption><span>Class Summary</span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colFirst" scope="col">Class</th> |
| <th class="colLast" scope="col">Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colFirst"><a href="../../../../../../org/apache/sysds/runtime/matrix/data/BinaryBlockToTextCellConverter.html" title="class in org.apache.sysds.runtime.matrix.data">BinaryBlockToTextCellConverter</a></td> |
| <td class="colLast"> </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><a href="../../../../../../org/apache/sysds/runtime/matrix/data/CM_N_COVCell.html" title="class in org.apache.sysds.runtime.matrix.data">CM_N_COVCell</a></td> |
| <td class="colLast"> </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><a href="../../../../../../org/apache/sysds/runtime/matrix/data/CTableMap.html" title="class in org.apache.sysds.runtime.matrix.data">CTableMap</a></td> |
| <td class="colLast"> |
| <div class="block">Ctable map is an abstraction for the hashmap used for ctable's hash group-by |
| because this structure is passed through various interfaces.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><a href="../../../../../../org/apache/sysds/runtime/matrix/data/DnnParameters.html" title="class in org.apache.sysds.runtime.matrix.data">DnnParameters</a></td> |
| <td class="colLast"> |
| <div class="block">This class is container that stores parameters required for executing following operations: |
| conv2d, conv2d_backward_data, conv2d_backward_filter, maxpooling, maxpooling_backward</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><a href="../../../../../../org/apache/sysds/runtime/matrix/data/DoublePrecisionCudaSupportFunctions.html" title="class in org.apache.sysds.runtime.matrix.data">DoublePrecisionCudaSupportFunctions</a></td> |
| <td class="colLast"> </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><a href="../../../../../../org/apache/sysds/runtime/matrix/data/FrameBlock.html" title="class in org.apache.sysds.runtime.matrix.data">FrameBlock</a></td> |
| <td class="colLast"> </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><a href="../../../../../../org/apache/sysds/runtime/matrix/data/FrameBlock.ColumnMetadata.html" title="class in org.apache.sysds.runtime.matrix.data">FrameBlock.ColumnMetadata</a></td> |
| <td class="colLast"> </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><a href="../../../../../../org/apache/sysds/runtime/matrix/data/FrameBlock.FrameMapFunction.html" title="class in org.apache.sysds.runtime.matrix.data">FrameBlock.FrameMapFunction</a></td> |
| <td class="colLast"> </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><a href="../../../../../../org/apache/sysds/runtime/matrix/data/IJV.html" title="class in org.apache.sysds.runtime.matrix.data">IJV</a></td> |
| <td class="colLast"> |
| <div class="block">Helper class for external key/value exchange.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><a href="../../../../../../org/apache/sysds/runtime/matrix/data/LibCommonsMath.html" title="class in org.apache.sysds.runtime.matrix.data">LibCommonsMath</a></td> |
| <td class="colLast"> |
| <div class="block">Library for matrix operations that need invocation of |
| Apache Commons Math library.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><a href="../../../../../../org/apache/sysds/runtime/matrix/data/LibMatrixAgg.html" title="class in org.apache.sysds.runtime.matrix.data">LibMatrixAgg</a></td> |
| <td class="colLast"> |
| <div class="block">MB: |
| Library for matrix aggregations including ak+, uak+ for all |
| combinations of dense and sparse representations, and corrections.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><a href="../../../../../../org/apache/sysds/runtime/matrix/data/LibMatrixBincell.html" title="class in org.apache.sysds.runtime.matrix.data">LibMatrixBincell</a></td> |
| <td class="colLast"> |
| <div class="block">Library for binary cellwise operations (incl arithmetic, relational, etc).</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><a href="../../../../../../org/apache/sysds/runtime/matrix/data/LibMatrixCountDistinct.html" title="class in org.apache.sysds.runtime.matrix.data">LibMatrixCountDistinct</a></td> |
| <td class="colLast"> |
| <div class="block">This class contains various methods for counting the number of distinct values inside a MatrixBlock</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><a href="../../../../../../org/apache/sysds/runtime/matrix/data/LibMatrixCUDA.html" title="class in org.apache.sysds.runtime.matrix.data">LibMatrixCUDA</a></td> |
| <td class="colLast"> |
| <div class="block">All CUDA kernels and library calls are redirected through this class</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><a href="../../../../../../org/apache/sysds/runtime/matrix/data/LibMatrixCuDNN.html" title="class in org.apache.sysds.runtime.matrix.data">LibMatrixCuDNN</a></td> |
| <td class="colLast"> |
| <div class="block">This class contains method that invoke CuDNN operations.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><a href="../../../../../../org/apache/sysds/runtime/matrix/data/LibMatrixCuDNNConvolutionAlgorithm.html" title="class in org.apache.sysds.runtime.matrix.data">LibMatrixCuDNNConvolutionAlgorithm</a></td> |
| <td class="colLast"> |
| <div class="block">This class is a wrapper that contain necessary data structures to invoke |
| a cudnn convolution* functions (such as cudnnConvolutionForward, etc) |
| |
| It implements autocloseable to simplify the LibMatrixCuDNN code and also avoids potential memory leaks.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><a href="../../../../../../org/apache/sysds/runtime/matrix/data/LibMatrixCuDNNInputRowFetcher.html" title="class in org.apache.sysds.runtime.matrix.data">LibMatrixCuDNNInputRowFetcher</a></td> |
| <td class="colLast"> |
| <div class="block">Performs a slice operation: out = in[(n+1):(n+1), 1:numColumns]</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><a href="../../../../../../org/apache/sysds/runtime/matrix/data/LibMatrixCuDNNPoolingDescriptors.html" title="class in org.apache.sysds.runtime.matrix.data">LibMatrixCuDNNPoolingDescriptors</a></td> |
| <td class="colLast"> |
| <div class="block">This class is a wrapper that contain necessary data structures to invoke |
| a cudnn convolution* functions (such as cudnnConvolutionForward, etc) |
| |
| It implements autocloseable to simplify the LibMatrixCuDNN code and also avoids potential memory leaks.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><a href="../../../../../../org/apache/sysds/runtime/matrix/data/LibMatrixCuDNNRnnAlgorithm.html" title="class in org.apache.sysds.runtime.matrix.data">LibMatrixCuDNNRnnAlgorithm</a></td> |
| <td class="colLast"> </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><a href="../../../../../../org/apache/sysds/runtime/matrix/data/LibMatrixCuMatMult.html" title="class in org.apache.sysds.runtime.matrix.data">LibMatrixCuMatMult</a></td> |
| <td class="colLast"> </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><a href="../../../../../../org/apache/sysds/runtime/matrix/data/LibMatrixDatagen.html" title="class in org.apache.sysds.runtime.matrix.data">LibMatrixDatagen</a></td> |
| <td class="colLast"> </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><a href="../../../../../../org/apache/sysds/runtime/matrix/data/LibMatrixDNN.html" title="class in org.apache.sysds.runtime.matrix.data">LibMatrixDNN</a></td> |
| <td class="colLast"> </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><a href="../../../../../../org/apache/sysds/runtime/matrix/data/LibMatrixDNNConv2d.html" title="class in org.apache.sysds.runtime.matrix.data">LibMatrixDNNConv2d</a></td> |
| <td class="colLast"> |
| <div class="block">This class contains the set of operators used for performing conv2d</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><a href="../../../../../../org/apache/sysds/runtime/matrix/data/LibMatrixDNNHelper.html" title="class in org.apache.sysds.runtime.matrix.data">LibMatrixDNNHelper</a></td> |
| <td class="colLast"> </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><a href="../../../../../../org/apache/sysds/runtime/matrix/data/LibMatrixDNNIm2Col.html" title="class in org.apache.sysds.runtime.matrix.data">LibMatrixDNNIm2Col</a></td> |
| <td class="colLast"> |
| <div class="block">This class contains the different implementation of im2col operation</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><a href="../../../../../../org/apache/sysds/runtime/matrix/data/LibMatrixDNNPooling.html" title="class in org.apache.sysds.runtime.matrix.data">LibMatrixDNNPooling</a></td> |
| <td class="colLast"> |
| <div class="block">This class contains the set of operators used for performing pooling</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><a href="../../../../../../org/apache/sysds/runtime/matrix/data/LibMatrixDNNRelu.html" title="class in org.apache.sysds.runtime.matrix.data">LibMatrixDNNRelu</a></td> |
| <td class="colLast"> |
| <div class="block">This class contains the different implementation of rotate180 operation</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><a href="../../../../../../org/apache/sysds/runtime/matrix/data/LibMatrixDNNRelu.ReluBackward.html" title="class in org.apache.sysds.runtime.matrix.data">LibMatrixDNNRelu.ReluBackward</a></td> |
| <td class="colLast"> |
| <div class="block">Performs the operation: (X gt 0) * dout</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><a href="../../../../../../org/apache/sysds/runtime/matrix/data/LibMatrixDNNRotate180.html" title="class in org.apache.sysds.runtime.matrix.data">LibMatrixDNNRotate180</a></td> |
| <td class="colLast"> |
| <div class="block">This class contains the different implementation of rotate180 operation</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><a href="../../../../../../org/apache/sysds/runtime/matrix/data/LibMatrixMult.html" title="class in org.apache.sysds.runtime.matrix.data">LibMatrixMult</a></td> |
| <td class="colLast"> |
| <div class="block">MB: Library for matrix multiplications including MM, MV, VV for all |
| combinations of dense, sparse, ultrasparse representations and special |
| operations such as transpose-self matrix multiplication.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><a href="../../../../../../org/apache/sysds/runtime/matrix/data/LibMatrixNative.html" title="class in org.apache.sysds.runtime.matrix.data">LibMatrixNative</a></td> |
| <td class="colLast"> </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><a href="../../../../../../org/apache/sysds/runtime/matrix/data/LibMatrixOuterAgg.html" title="class in org.apache.sysds.runtime.matrix.data">LibMatrixOuterAgg</a></td> |
| <td class="colLast"> |
| <div class="block">ACS: |
| Purpose of this library is to make some of the unary outer aggregate operator more efficient.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><a href="../../../../../../org/apache/sysds/runtime/matrix/data/LibMatrixReorg.html" title="class in org.apache.sysds.runtime.matrix.data">LibMatrixReorg</a></td> |
| <td class="colLast"> |
| <div class="block">MB: |
| Library for selected matrix reorg operations including special cases |
| and all combinations of dense and sparse representations.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><a href="../../../../../../org/apache/sysds/runtime/matrix/data/LibMatrixTercell.html" title="class in org.apache.sysds.runtime.matrix.data">LibMatrixTercell</a></td> |
| <td class="colLast"> |
| <div class="block">Library for ternary cellwise operations.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><a href="../../../../../../org/apache/sysds/runtime/matrix/data/MatrixBlock.html" title="class in org.apache.sysds.runtime.matrix.data">MatrixBlock</a></td> |
| <td class="colLast"> </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><a href="../../../../../../org/apache/sysds/runtime/matrix/data/MatrixBlock.SparsityEstimate.html" title="class in org.apache.sysds.runtime.matrix.data">MatrixBlock.SparsityEstimate</a></td> |
| <td class="colLast"> </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><a href="../../../../../../org/apache/sysds/runtime/matrix/data/MatrixCell.html" title="class in org.apache.sysds.runtime.matrix.data">MatrixCell</a></td> |
| <td class="colLast"> </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><a href="../../../../../../org/apache/sysds/runtime/matrix/data/MatrixIndexes.html" title="class in org.apache.sysds.runtime.matrix.data">MatrixIndexes</a></td> |
| <td class="colLast"> |
| <div class="block">This represent the indexes to the blocks of the matrix.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><a href="../../../../../../org/apache/sysds/runtime/matrix/data/MatrixValue.html" title="class in org.apache.sysds.runtime.matrix.data">MatrixValue</a></td> |
| <td class="colLast"> </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><a href="../../../../../../org/apache/sysds/runtime/matrix/data/MatrixValue.CellIndex.html" title="class in org.apache.sysds.runtime.matrix.data">MatrixValue.CellIndex</a></td> |
| <td class="colLast"> </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><a href="../../../../../../org/apache/sysds/runtime/matrix/data/OperationsOnMatrixValues.html" title="class in org.apache.sysds.runtime.matrix.data">OperationsOnMatrixValues</a></td> |
| <td class="colLast"> </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><a href="../../../../../../org/apache/sysds/runtime/matrix/data/Pair.html" title="class in org.apache.sysds.runtime.matrix.data">Pair</a><K,V></td> |
| <td class="colLast"> </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><a href="../../../../../../org/apache/sysds/runtime/matrix/data/RandomMatrixGenerator.html" title="class in org.apache.sysds.runtime.matrix.data">RandomMatrixGenerator</a></td> |
| <td class="colLast"> </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><a href="../../../../../../org/apache/sysds/runtime/matrix/data/SinglePrecisionCudaSupportFunctions.html" title="class in org.apache.sysds.runtime.matrix.data">SinglePrecisionCudaSupportFunctions</a></td> |
| <td class="colLast"> </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><a href="../../../../../../org/apache/sysds/runtime/matrix/data/TextToBinaryCellConverter.html" title="class in org.apache.sysds.runtime.matrix.data">TextToBinaryCellConverter</a></td> |
| <td class="colLast"> </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><a href="../../../../../../org/apache/sysds/runtime/matrix/data/TripleIndexes.html" title="class in org.apache.sysds.runtime.matrix.data">TripleIndexes</a></td> |
| <td class="colLast"> </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><a href="../../../../../../org/apache/sysds/runtime/matrix/data/TripleIndexes.Comparator.html" title="class in org.apache.sysds.runtime.matrix.data">TripleIndexes.Comparator</a></td> |
| <td class="colLast"> </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><a href="../../../../../../org/apache/sysds/runtime/matrix/data/WeightedCell.html" title="class in org.apache.sysds.runtime.matrix.data">WeightedCell</a></td> |
| <td class="colLast"> </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><a href="../../../../../../org/apache/sysds/runtime/matrix/data/WeightedPair.html" title="class in org.apache.sysds.runtime.matrix.data">WeightedPair</a></td> |
| <td class="colLast"> </td> |
| </tr> |
| </tbody> |
| </table> |
| </li> |
| <li class="blockList"> |
| <table class="typeSummary" border="0" cellpadding="3" cellspacing="0" summary="Enum Summary table, listing enums, and an explanation"> |
| <caption><span>Enum Summary</span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colFirst" scope="col">Enum</th> |
| <th class="colLast" scope="col">Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colFirst"><a href="../../../../../../org/apache/sysds/runtime/matrix/data/LibMatrixBincell.BinaryAccessType.html" title="enum in org.apache.sysds.runtime.matrix.data">LibMatrixBincell.BinaryAccessType</a></td> |
| <td class="colLast"> </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><a href="../../../../../../org/apache/sysds/runtime/matrix/data/LibMatrixDNN.PoolingType.html" title="enum in org.apache.sysds.runtime.matrix.data">LibMatrixDNN.PoolingType</a></td> |
| <td class="colLast"> </td> |
| </tr> |
| </tbody> |
| </table> |
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