Module flag4j

Package org.flag4j.linalg.ops.dense.real_field_ops

Class RealFieldDenseMatMultTranspose

java.lang.Object

org.flag4j.linalg.ops.dense.real_field_ops.RealFieldDenseMatMultTranspose

public final class RealFieldDenseMatMultTranspose
extends Object

This class contains several low level methods for computing matrix-matrix multiplications with a transpose for a real dense matrix and a dense field matrix.

Warning: These methods do not perform any sanity checks.

Constructor Summary

Constructors

Modifier	Constructor	Description
private	RealFieldDenseMatMultTranspose()

Method Summary

Modifier and Type	Method	Description
static <T extends Field<T>> Field<T>[]	multTranspose(double[] src1, Shape shape1, Field<T>[] src2, Shape shape2)	Multiplies a matrix to the transpose of a second matrix.
static <T extends Field<T>> Field<T>[]	multTranspose(Field<T>[] src1, Shape shape1, double[] src2, Shape shape2)	Multiplies a matrix to the transpose of a second matrix.
static <T extends Field<T>> Field<T>[]	multTransposeBlocked(double[] src1, Shape shape1, Field<T>[] src2, Shape shape2)	Multiplies a matrix to the transpose of a second matrix using a blocked algorithm.
static <T extends Field<T>> Field<T>[]	multTransposeBlocked(Field<T>[] src1, Shape shape1, double[] src2, Shape shape2)	Multiplies a matrix to the transpose of a second matrix using a blocked algorithm.
static <T extends Field<T>> Field<T>[]	multTransposeBlockedConcurrent(double[] src1, Shape shape1, Field<T>[] src2, Shape shape2)	Multiplies a matrix to the transpose of a second matrix using a concurrent implementation of a blocked algorithm.
static <T extends Field<T>> Field<T>[]	multTransposeBlockedConcurrent(Field<T>[] src1, Shape shape1, double[] src2, Shape shape2)	Multiplies a matrix to the transpose of a second matrix using a concurrent implementation of a blocked algorithm.
static <T extends Field<T>> Field<T>[]	multTransposeConcurrent(double[] src1, Shape shape1, Field<T>[] src2, Shape shape2)	Multiplies a matrix to the transpose of a second matrix using a concurrent algorithm.
static <T extends Field<T>> Field<T>[]	multTransposeConcurrent(Field<T>[] src1, Shape shape1, double[] src2, Shape shape2)	Multiplies a matrix to the transpose of a second matrix using a concurrent algorithm.

Methods inherited from class java.lang.Object

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

Constructor Details

RealFieldDenseMatMultTranspose

private RealFieldDenseMatMultTranspose()

Method Details

multTranspose

public static <T extends Field<T>> Field<T>[] multTranspose(Field<T>[] src1,
 Shape shape1,
 double[] src2,
 Shape shape2)

Multiplies a matrix to the transpose of a second matrix. This method may be significantly faster than computing the transpose and multiplication in two steps.

Parameters:

src1 - Entries of the first matrix.

shape1 - Shape of the first matrix.

src2 - Entries of the second matrix.

shape2 - Shape of the second matrix.

Returns:

The result of multiplying the first matrix with the transpose of the second matrix.

multTransposeBlocked

public static <T extends Field<T>> Field<T>[] multTransposeBlocked(Field<T>[] src1,
 Shape shape1,
 double[] src2,
 Shape shape2)

Multiplies a matrix to the transpose of a second matrix using a blocked algorithm. This method may be significantly faster than computing the transpose and multiplication in two steps.

Parameters:

src1 - Entries of the first matrix.

shape1 - Shape of the first matrix.

src2 - Entries of the second matrix.

shape2 - Shape of the second matrix.

Returns:

The result of multiplying the first matrix with the transpose of the second matrix.

multTransposeConcurrent

public static <T extends Field<T>> Field<T>[] multTransposeConcurrent(Field<T>[] src1,
 Shape shape1,
 double[] src2,
 Shape shape2)

Multiplies a matrix to the transpose of a second matrix using a concurrent algorithm. This method may be significantly faster than computing the transpose and multiplication in two steps.

Parameters:

src1 - Entries of the first matrix.

shape1 - Shape of the first matrix.

src2 - Entries of the second matrix.

shape2 - Shape of the second matrix.

Returns:

The result of multiplying the first matrix with the transpose of the second matrix.

multTransposeBlockedConcurrent

public static <T extends Field<T>> Field<T>[] multTransposeBlockedConcurrent(Field<T>[] src1,
 Shape shape1,
 double[] src2,
 Shape shape2)

Multiplies a matrix to the transpose of a second matrix using a concurrent implementation of a blocked algorithm. This method may be significantly faster than computing the transpose and multiplication in two steps.

Parameters:

src1 - Entries of the first matrix.

shape1 - Shape of the first matrix.

src2 - Entries of the second matrix.

shape2 - Shape of the second matrix.

Returns:

The result of multiplying the first matrix with the transpose of the second matrix.

multTranspose

public static <T extends Field<T>> Field<T>[] multTranspose(double[] src1,
 Shape shape1,
 Field<T>[] src2,
 Shape shape2)

Multiplies a matrix to the transpose of a second matrix. This method may be significantly faster than computing the transpose and multiplication in two steps.

Parameters:

src1 - Entries of the first matrix.

shape1 - Shape of the first matrix.

src2 - Entries of the second matrix.

shape2 - Shape of the second matrix.

Returns:

The result of multiplying the first matrix with the transpose of the second matrix.

multTransposeBlocked

public static <T extends Field<T>> Field<T>[] multTransposeBlocked(double[] src1,
 Shape shape1,
 Field<T>[] src2,
 Shape shape2)

Multiplies a matrix to the transpose of a second matrix using a blocked algorithm. This method may be significantly faster than computing the transpose and multiplication in two steps.

Parameters:

src1 - Entries of the first matrix.

shape1 - Shape of the first matrix.

src2 - Entries of the second matrix.

shape2 - Shape of the second matrix.

Returns:

The result of multiplying the first matrix with the transpose of the second matrix.

multTransposeConcurrent

public static <T extends Field<T>> Field<T>[] multTransposeConcurrent(double[] src1,
 Shape shape1,
 Field<T>[] src2,
 Shape shape2)

Multiplies a matrix to the transpose of a second matrix using a concurrent algorithm. This method may be significantly faster than computing the transpose and multiplication in two steps.

Parameters:

src1 - Entries of the first matrix.

shape1 - Shape of the first matrix.

src2 - Entries of the second matrix.

shape2 - Shape of the second matrix.

Returns:

The result of multiplying the first matrix with the transpose of the second matrix.

multTransposeBlockedConcurrent

public static <T extends Field<T>> Field<T>[] multTransposeBlockedConcurrent(double[] src1,
 Shape shape1,
 Field<T>[] src2,
 Shape shape2)

Multiplies a matrix to the transpose of a second matrix using a concurrent implementation of a blocked algorithm. This method may be significantly faster than computing the transpose and multiplication in two steps.

Parameters:

src1 - Entries of the first matrix.

shape1 - Shape of the first matrix.

src2 - Entries of the second matrix.

shape2 - Shape of the second matrix.

Returns:

The result of multiplying the first matrix with the transpose of the second matrix.