org.bytedeco.javacpp

Class tensorflow.Qr

java.lang.Object

org.bytedeco.javacpp.Pointer

org.bytedeco.javacpp.tensorflow.Qr

All Implemented Interfaces:

AutoCloseable

Enclosing class:

tensorflow

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

Computes the QR decompositions of one or more matrices. Computes the QR decomposition of each inner matrix in tensor such that tensor[..., :, :] = q[..., :, :] * r[..., :,:])

 python
  # a is a tensor.
  # q is a tensor of orthonormal matrices.
  # r is a tensor of upper triangular matrices.
  q, r = qr(a)
  q_full, r_full = qr(a, full_matrices=True)
  

Arguments: * scope: A Scope object * input: A tensor of shape [..., M, N] whose inner-most 2 dimensions form matrices of size [M, N]. Let P be the minimum of M and N. Optional attributes (see Attrs): * full_matrices: If true, compute full-sized q and r. If false (the default), compute only the leading P columns of q. Returns: * Output q: Orthonormal basis for range of a. If full_matrices is False then shape is [..., M, P]; if full_matrices is True then shape is [..., M, M]. * Output r: Triangular factor. If full_matrices is False then shape is [..., P, N]. If full_matrices is True then shape is [..., M, N].

Nested Class Summary

Nested Classes

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

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
Qr(Pointer p) Pointer cast constructor.
Qr(tensorflow.Scope scope, tensorflow.Input input)
Qr(tensorflow.Scope scope, tensorflow.Input input, tensorflow.Qr.Attrs attrs)

Method Summary

Modifier and Type	Method and Description
static tensorflow.Qr.Attrs	FullMatrices(boolean x)
tensorflow.Operation	operation()
tensorflow.Qr	operation(tensorflow.Operation operation)
tensorflow.Output	q()
tensorflow.Qr	q(tensorflow.Output q)
tensorflow.Output	r()
tensorflow.Qr	r(tensorflow.Output r)

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

Qr

public Qr(Pointer p)

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

Qr

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

Qr

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

Method Detail

FullMatrices

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

operation

@ByRef
public tensorflow.Operation operation()

operation

public tensorflow.Qr operation(tensorflow.Operation operation)

q

@ByRef
public tensorflow.Output q()

q

public tensorflow.Qr q(tensorflow.Output q)

r

@ByRef
public tensorflow.Output r()

r

public tensorflow.Qr r(tensorflow.Output r)