SelfAdjointEig

public final class SelfAdjointEig

Computes the eigen decomposition of one or more square self-adjoint matrices.

Computes the eigenvalues and (optionally) eigenvectors of each inner matrix in `input` such that `input[..., :, :] = v[..., :, :] * diag(e[..., :])`. The eigenvalues are sorted in non-decreasing order.

# a is a tensor.
 # e is a tensor of eigenvalues.
 # v is a tensor of eigenvectors.
 e, v = self_adjoint_eig(a)
 e = self_adjoint_eig(a, compute_v=False)

Nested Classes

class SelfAdjointEig.Options Optional attributes for SelfAdjointEig

Constants

String OP_NAME The name of this op, as known by TensorFlow core engine

Public Methods

static SelfAdjointEig.Options	computeV(Boolean computeV)
static <T extends TType> SelfAdjointEig<T>	create(Scope scope, Operand<T> input, Options... options) Factory method to create a class wrapping a new SelfAdjointEig operation.
Output<T>	e() Eigenvalues.
Output<T>	v() Eigenvectors.

Inherited Methods

From class org.tensorflow.op.RawOp

final boolean	equals(Object obj)
final int	hashCode()
Operation	op() Return this unit of computation as a single `Operation`.
final String	toString()

From class java.lang.Object

boolean	equals(Object arg0)
final Class<?>	getClass()
int	hashCode()
final void	notify()
final void	notifyAll()
String	toString()
final void	wait(long arg0, int arg1)
final void	wait(long arg0)
final void	wait()

From interface org.tensorflow.op.Op

abstract ExecutionEnvironment	env() Return the execution environment this op was created in.
abstract Operation	op() Return this unit of computation as a single `Operation`.

Constants

public static final String OP_NAME

The name of this op, as known by TensorFlow core engine

Constant Value: "SelfAdjointEigV2"

Public Methods

public static SelfAdjointEig.Options computeV (Boolean computeV)

Parameters

computeV	If `True` then eigenvectors will be computed and returned in `v`. Otherwise, only the eigenvalues will be computed.

public static SelfAdjointEig<T> create (Scope scope, Operand<T> input, Options... options)

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

Parameters

scope	current scope
input	`Tensor` input of shape `[N, N]`.
options	carries optional attributes values

Returns

a new instance of SelfAdjointEig

public Output<T> e ()

Eigenvalues. Shape is `[N]`.

public Output<T> v ()

Eigenvectors. Shape is `[N, N]`.