org.tensorflow.op.core

Class MatrixSolve<T>

java.lang.Object

org.tensorflow.op.PrimitiveOp

org.tensorflow.op.core.MatrixSolve<T>

Type Parameters:

T - data type for output() output

All Implemented Interfaces:

Op, Operand<T>

@Operator
public final class MatrixSolve<T>
extends PrimitiveOp
implements Operand<T>

Solves systems of linear equations.

`Matrix` is a tensor of shape `[..., M, M]` whose inner-most 2 dimensions form square matrices. `Rhs` is a tensor of shape `[..., M, K]`. The `output` is a tensor shape `[..., M, K]`. If `adjoint` is `False` then each output matrix satisfies `matrix[..., :, :] * output[..., :, :] = rhs[..., :, :]`. If `adjoint` is `True` then each output matrix satisfies `adjoint(matrix[..., :, :]) * output[..., :, :] = rhs[..., :, :]`.

Nested Class Summary

Nested Classes

Modifier and Type	Class and Description
static class	MatrixSolve.Options Optional attributes for MatrixSolve

Field Summary

Fields inherited from class org.tensorflow.op.PrimitiveOp

operation

Method Summary

Modifier and Type	Method and Description
static MatrixSolve.Options	adjoint(Boolean adjoint)
Output<T>	asOutput() Returns the symbolic handle of a tensor.
static <T> MatrixSolve<T>	create(Scope scope, Operand<T> matrix, Operand<T> rhs, MatrixSolve.Options... options) Factory method to create a class to wrap a new MatrixSolve operation to the graph.
Output<T>	output() Shape is `[..., M, K]`.

Methods inherited from class org.tensorflow.op.PrimitiveOp

equals, hashCode, toString

Methods inherited from class java.lang.Object

clone, finalize, getClass, notify, notifyAll, wait, wait, wait

Method Detail

create

public static <T> MatrixSolve<T> create(Scope scope,
                                        Operand<T> matrix,
                                        Operand<T> rhs,
                                        MatrixSolve.Options... options)

Factory method to create a class to wrap a new MatrixSolve operation to the graph.

Parameters:

scope - current graph scope

matrix - Shape is `[..., M, M]`.

rhs - Shape is `[..., M, K]`.

options - carries optional attributes values

Returns:

a new instance of MatrixSolve

adjoint

public static MatrixSolve.Options adjoint(Boolean adjoint)

Parameters:

adjoint - Boolean indicating whether to solve with `matrix` or its (block-wise) adjoint.

output

public Output<T> output()

Shape is `[..., M, K]`.

asOutput

public Output<T> asOutput()

Description copied from interface: Operand

Returns the symbolic handle of a tensor.

Inputs to TensorFlow operations are outputs of another TensorFlow operation. This method is used to obtain a symbolic handle that represents the computation of the input.

Specified by:

asOutput in interface Operand<T>

See Also:

OperationBuilder.addInput(Output)