org.tensorflow.op.core

Class TridiagonalMatMul<T>

java.lang.Object

org.tensorflow.op.PrimitiveOp

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

Type Parameters:

T - data type for output() output

All Implemented Interfaces:

Op, Operand<T>

public final class TridiagonalMatMul<T>
extends PrimitiveOp
implements Operand<T>

Calculate product with tridiagonal matrix.

Calculates product of two matrices, where left matrix is a tridiagonal matrix.

Field Summary

Fields inherited from class org.tensorflow.op.PrimitiveOp

operation

Method Summary

Modifier and Type	Method and Description
Output<T>	asOutput() Returns the symbolic handle of a tensor.
static <T> TridiagonalMatMul<T>	create(Scope scope, Operand<T> superdiag, Operand<T> maindiag, Operand<T> subdiag, Operand<T> rhs) Factory method to create a class wrapping a new TridiagonalMatMul operation.
Output<T>	output() Tensor of shape `[..., M, N]` containing the product.

Methods inherited from class org.tensorflow.op.PrimitiveOp

equals, hashCode, op, toString

Methods inherited from class java.lang.Object

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

Method Detail

create

public static <T> TridiagonalMatMul<T> create(Scope scope,
                                              Operand<T> superdiag,
                                              Operand<T> maindiag,
                                              Operand<T> subdiag,
                                              Operand<T> rhs)

Factory method to create a class wrapping a new TridiagonalMatMul operation.

Parameters:

scope - current scope

superdiag - Tensor of shape `[..., 1, M]`, representing superdiagonals of tri-diagonal matrices to the left of multiplication. Last element is ingored.

maindiag - Tensor of shape `[..., 1, M]`, representing main diagonals of tri-diagonal matrices to the left of multiplication.

subdiag - Tensor of shape `[..., 1, M]`, representing subdiagonals of tri-diagonal matrices to the left of multiplication. First element is ingored.

rhs - Tensor of shape `[..., M, N]`, representing MxN matrices to the right of multiplication.

Returns:

a new instance of TridiagonalMatMul

output

public Output<T> output()

Tensor of shape `[..., M, N]` containing the product.

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)