# Package org.apache.sysds.runtime.matrix.data

- Interface Summary
  Interface | Description
  --- | ---
  Converter<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> |
  CudaSupportFunctions | DESIGN DOCUMENTATION FOR SUPPORTING LOWER PRECISION: 1.
  LibMatrixDNNRotate180.Rotate180Worker |
  MatrixBlockDataInput | Any data input that is intended to support fast deserialization / read of entire blocks should implement this interface.
  MatrixBlockDataOutput | Any data output that is intended to support fast serialization / write of entire blocks should implement this interface.

- Class Summary
  Class | Description
  --- | ---
  BinaryBlockToTextCellConverter |
  CM_N_COVCell |
  CTableMap | Ctable map is an abstraction for the hashmap used for ctable's hash group-by because this structure is passed through various interfaces.
  DnnParameters | This class is container that stores parameters required for executing following operations: conv2d, conv2d_backward_data, conv2d_backward_filter, maxpooling, maxpooling_backward
  DoublePrecisionCudaSupportFunctions |
  FrameBlock |
  FrameBlock.ColumnMetadata |
  FrameBlock.FrameMapFunction |
  IJV | Helper class for external key/value exchange.
  LibCommonsMath | Library for matrix operations that need invocation of Apache Commons Math library.
  LibMatrixAgg | MB: Library for matrix aggregations including ak+, uak+ for all combinations of dense and sparse representations, and corrections.
  LibMatrixBincell | Library for binary cellwise operations (incl arithmetic, relational, etc).
  LibMatrixCountDistinct | This class contains various methods for counting the number of distinct values inside a MatrixBlock
  LibMatrixCUDA | All CUDA kernels and library calls are redirected through this class
  LibMatrixCuDNN | This class contains method that invoke CuDNN operations.
  LibMatrixCuDNNConvolutionAlgorithm | 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.
  LibMatrixCuDNNInputRowFetcher | Performs a slice operation: out = in[(n+1):(n+1), 1:numColumns]
  LibMatrixCuDNNPoolingDescriptors | 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.
  LibMatrixCuDNNRnnAlgorithm |
  LibMatrixCuMatMult |
  LibMatrixDatagen |
  LibMatrixDNN |
  LibMatrixDNNConv2d | This class contains the set of operators used for performing conv2d
  LibMatrixDNNHelper |
  LibMatrixDNNIm2Col | This class contains the different implementation of im2col operation
  LibMatrixDNNPooling | This class contains the set of operators used for performing pooling
  LibMatrixDNNRelu | This class contains the different implementation of rotate180 operation
  LibMatrixDNNRelu.ReluBackward | Performs the operation: (X gt 0) * dout
  LibMatrixDNNRotate180 | This class contains the different implementation of rotate180 operation
  LibMatrixMult | 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.
  LibMatrixNative |
  LibMatrixOuterAgg | ACS: Purpose of this library is to make some of the unary outer aggregate operator more efficient.
  LibMatrixReorg | MB: Library for selected matrix reorg operations including special cases and all combinations of dense and sparse representations.
  LibMatrixTercell | Library for ternary cellwise operations.
  MatrixBlock |
  MatrixBlock.SparsityEstimate |
  MatrixCell |
  MatrixIndexes | This represent the indexes to the blocks of the matrix.
  MatrixValue |
  MatrixValue.CellIndex |
  OperationsOnMatrixValues |
  Pair<K,V> |
  RandomMatrixGenerator |
  SinglePrecisionCudaSupportFunctions |
  TextToBinaryCellConverter |
  TripleIndexes |
  TripleIndexes.Comparator |
  WeightedCell |
  WeightedPair |

- Enum Summary
  Enum | Description
  --- | ---
  LibMatrixBincell.BinaryAccessType |
  LibMatrixDNN.PoolingType |
  RandomMatrixGenerator.PDF | Types of Probability density functions

Copyright © 2021 The Apache Software Foundation. All rights reserved.