Class RealDenseTranspose

java.lang.Object

org.flag4j.linalg.ops.dense.real.RealDenseTranspose

public final class RealDenseTranspose
extends Object

This class contains several low-level algorithms for computing the transpose of real dense tensors.

Method Summary

Modifier and Type	Method	Description
static int[][]	blockedIntMatrix(int[][] src)	Transposes an integer matrix using a blocked algorithm.
static double[]	blockedMatrix(double[] src, int numRows, int numCols)	Transposes a matrix using a blocked algorithm.
static double[]	blockedMatrixConcurrent(double[] src, int numRows, int numCols)	Computes the transpose of a matrix using a blocked concurrent algorithm.
static double[]	standard(double[] src, Shape shape, int[] axes)	Computes the transpose of a tensor.
static double[]	standard(double[] src, Shape shape, int axis1, int axis2)	Transposes tensor along specified axes using a standard transpose algorithm.
static double[]	standardConcurrent(double[] src, Shape shape, int[] axes)	Computes the transpose of a tensor using a concurrent implementation.
static double[]	standardConcurrent(double[] src, Shape shape, int axis1, int axis2)	Transposes tensor along specified axes using a standard concurrent transpose algorithm.
static int[][]	standardIntMatrix(int[][] src)	Transposes a matrix using the standard algorithm.
static double[]	standardMatrix(double[] src, int numRows, int numCols)	Transposes a matrix using the standard algorithm.
static double[]	standardMatrixConcurrent(double[] src, int numRows, int numCols)	Computes the transpose of a matrix using a standard concurrent algorithm.

Methods inherited from class java.lang.Object

clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Method Details

standard

public static double[] standard(double[] src,
 Shape shape,
 int axis1,
 int axis2)

Transposes tensor along specified axes using a standard transpose algorithm. In this context, transposing a tensor is equivalent to swapping a pair of axes.

Parameters:

src - Entries of the tensor.

shape - Shape of the tensor to transpose.

axis1 - First axis to swap in transpose.

axis2 - Second axis to swap in transpose.

Returns:

The transpose of the tensor along the specified axes.

standard

public static double[] standard(double[] src,
 Shape shape,
 int[] axes)

Computes the transpose of a tensor. That is, interchanges the axes of the tensor so that it matches the specified axes permutation.

Parameters:

src - Entries of the tensor.

shape - Shape of the tensor to transpose.

axes - Permutation of tensor axis. If the tensor has rank N, then this must be an array of length N which is a permutation of {0, 1, 2, ..., N-1}.

Returns:

The transpose of the tensor along the specified axes.

Throws:

IllegalArgumentException - If the axes array is not a permutation of {0, 1, 2, ..., N-1}.

IllegalArgumentException - If the shape rank is less than 2.

standardConcurrent

public static double[] standardConcurrent(double[] src,
 Shape shape,
 int[] axes)

Computes the transpose of a tensor using a concurrent implementation. That is, interchanges the axes of the tensor so that it matches the specified axes permutation.

Parameters:

src - Entries of the tensor.

shape - Shape of the tensor to transpose.

axes - Permutation of tensor axis. If the tensor has rank N, then this must be an array of length N which is a permutation of {0, 1, 2, ..., N-1}.

Returns:

The transpose of the tensor along the specified axes.

Throws:

IllegalArgumentException - If the axes array is not a permutation of {0, 1, 2, ..., N-1}.

IllegalArgumentException - If the shape rank is less than 2.

standardConcurrent

public static double[] standardConcurrent(double[] src,
 Shape shape,
 int axis1,
 int axis2)

Transposes tensor along specified axes using a standard concurrent transpose algorithm. In this context, transposing a tensor is equivalent to swapping a pair of axes.

Parameters:

src - Entries of the tensor.

shape - Shape of the tensor to transpose.

axis1 - First axis to swap in transpose.

axis2 - Second axis to swap in transpose.

Returns:

The transpose of the tensor along the specified axes.

standardMatrix

public static double[] standardMatrix(double[] src,
 int numRows,
 int numCols)

Transposes a matrix using the standard algorithm.

Parameters:

src - Entries of the matrix to transpose.

numRows - Number of rows in the matrix.

numCols - Number of columns in the matrix.

Returns:

The transpose of the matrix.

blockedMatrix

public static double[] blockedMatrix(double[] src,
 int numRows,
 int numCols)

Transposes a matrix using a blocked algorithm. To get or set the block size see Configurations.getBlockSize() or Configurations.setBlockSize(int).

Parameters:

src - Source data to compute transpose of.

numRows - Number of rows in the matrix.

numCols - Number of columns in the matrix.

Returns:

The transpose of this tensor along specified axes

standardMatrixConcurrent

public static double[] standardMatrixConcurrent(double[] src,
 int numRows,
 int numCols)

Computes the transpose of a matrix using a standard concurrent algorithm.

Parameters:

src - Entries of the matrix to transpose.

numRows - Number of rows in source matrix.

numCols - Number of columns in source matrix.

Returns:

The transpose of the source matrix.

blockedMatrixConcurrent

public static double[] blockedMatrixConcurrent(double[] src,
 int numRows,
 int numCols)

Computes the transpose of a matrix using a blocked concurrent algorithm.

Parameters:

src - Entries of the matrix to transpose.

numRows - Number of rows in source matrix.

numCols - Number of columns in source matrix.

Returns:

The transpose of the source matrix.

standardIntMatrix

public static int[][] standardIntMatrix(int[][] src)

Transposes a matrix using the standard algorithm.

Parameters:

src - Entries of the matrix to transpose.

Returns:

The transpose of the matrix.

blockedIntMatrix

public static int[][] blockedIntMatrix(int[][] src)

Transposes an integer matrix using a blocked algorithm.

Parameters:

src - Entries of the matrix to transpose.

Returns:

The transpose of the matrix.