org.bytedeco.tensorflow

Class SelfAdjointEig

java.lang.Object

org.bytedeco.javacpp.Pointer

org.bytedeco.tensorflow.SelfAdjointEig

All Implemented Interfaces:

AutoCloseable

@Namespace(value="tensorflow::ops")
 @NoOffset
 @Properties(inherit=tensorflow.class)
public class 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	SelfAdjointEig.Attrs Optional attribute setters for SelfAdjointEig

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

Pointer.CustomDeallocator, Pointer.Deallocator, Pointer.NativeDeallocator, Pointer.ReferenceCounter

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(Scope scope, Input input)
SelfAdjointEig(Scope scope, Input input, SelfAdjointEig.Attrs attrs)

Method Summary

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

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, getDirectBufferAddress, getPointer, getPointer, getPointer, getPointer, hashCode, interruptDeallocatorThread, isNull, isNull, limit, limit, malloc, maxBytes, maxPhysicalBytes, memchr, memcmp, memcpy, memmove, memset, offsetAddress, offsetof, offsetof, parseBytes, physicalBytes, physicalBytesInaccurate, position, position, put, realloc, referenceCount, releaseReference, retainReference, setNull, sizeof, sizeof, toString, totalBytes, totalCount, 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).

SelfAdjointEig

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

SelfAdjointEig

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

Method Detail

ComputeV

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

operation

@ByRef
public Operation operation()

operation

public SelfAdjointEig operation(Operation setter)

e

@ByRef
public Output e()

e

public SelfAdjointEig e(Output setter)

v

@ByRef
public Output v()

v

public SelfAdjointEig v(Output setter)