org.bytedeco.javacpp

Class tensorflow.SelfAdjointEig

java.lang.Object

org.bytedeco.javacpp.Pointer

org.bytedeco.javacpp.tensorflow.SelfAdjointEig

All Implemented Interfaces:

AutoCloseable

Enclosing class:

tensorflow

@Namespace(value="tensorflow::ops")
 @NoOffset
public static class tensorflow.SelfAdjointEig
extends Pointer

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.

 python
  # 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)
  

Arguments: * scope: A Scope object * input: Tensor input of shape [N, N]. Optional attributes (see Attrs): * compute_v: If True then eigenvectors will be computed and returned in v. Otherwise, only the eigenvalues will be computed. Returns: * Output e: Eigenvalues. Shape is [N]. * Output v: Eigenvectors. Shape is [N, N].

Nested Class Summary

Nested Classes

Modifier and Type	Class and Description
static class	tensorflow.SelfAdjointEig.Attrs Optional attribute setters for SelfAdjointEig

Nested classes/interfaces inherited from class org.bytedeco.javacpp.Pointer

Pointer.CustomDeallocator, Pointer.Deallocator, Pointer.NativeDeallocator

Field Summary

Fields inherited from class org.bytedeco.javacpp.Pointer

address, capacity, limit, position

Constructor Summary

Constructors

Constructor and Description
SelfAdjointEig(Pointer p) Pointer cast constructor.
SelfAdjointEig(tensorflow.Scope scope, tensorflow.Input input)
SelfAdjointEig(tensorflow.Scope scope, tensorflow.Input input, tensorflow.SelfAdjointEig.Attrs attrs)

Method Summary

Modifier and Type	Method and Description
static tensorflow.SelfAdjointEig.Attrs	ComputeV(boolean x)
tensorflow.Output	e()
tensorflow.SelfAdjointEig	e(tensorflow.Output e)
tensorflow.Operation	operation()
tensorflow.SelfAdjointEig	operation(tensorflow.Operation operation)
tensorflow.Output	v()
tensorflow.SelfAdjointEig	v(tensorflow.Output v)

Methods inherited from class org.bytedeco.javacpp.Pointer

address, asBuffer, asByteBuffer, availablePhysicalBytes, calloc, capacity, capacity, close, deallocate, deallocate, deallocateReferences, deallocator, deallocator, equals, fill, formatBytes, free, hashCode, isNull, limit, limit, malloc, maxBytes, maxPhysicalBytes, memchr, memcmp, memcpy, memmove, memset, offsetof, parseBytes, physicalBytes, position, position, put, realloc, setNull, sizeof, toString, totalBytes, totalPhysicalBytes, withDeallocator, zero

Methods inherited from class java.lang.Object

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

Constructor Detail

SelfAdjointEig

public SelfAdjointEig(Pointer p)

Pointer cast constructor. Invokes Pointer.Pointer(Pointer).

SelfAdjointEig

public SelfAdjointEig(@Const @ByRef
                      tensorflow.Scope scope,
                      @ByVal
                      tensorflow.Input input)

SelfAdjointEig

public SelfAdjointEig(@Const @ByRef
                      tensorflow.Scope scope,
                      @ByVal
                      tensorflow.Input input,
                      @Const @ByRef
                      tensorflow.SelfAdjointEig.Attrs attrs)

Method Detail

ComputeV

@ByVal
public static tensorflow.SelfAdjointEig.Attrs ComputeV(@Cast(value="bool")
                                                               boolean x)

operation

@ByRef
public tensorflow.Operation operation()

operation

public tensorflow.SelfAdjointEig operation(tensorflow.Operation operation)

e

@ByRef
public tensorflow.Output e()

e

public tensorflow.SelfAdjointEig e(tensorflow.Output e)

v

@ByRef
public tensorflow.Output v()

v

public tensorflow.SelfAdjointEig v(tensorflow.Output v)