ResizeBilinearGrad

public final class ResizeBilinearGrad

Computes the gradient of bilinear interpolation.

Nested Classes

class

ResizeBilinearGrad.Options

Optional attributes for ResizeBilinearGrad

Constants

String

OP_NAME

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

Public Methods

static ResizeBilinearGrad.Options	alignCorners(Boolean alignCorners)
Output<T>	asOutput() Returns the symbolic handle of the tensor.
static <T extends TNumber> ResizeBilinearGrad<T>	create(Scope scope, Operand<TFloat32> grads, Operand<T> originalImage, Options... options) Factory method to create a class wrapping a new ResizeBilinearGrad operation.
static ResizeBilinearGrad.Options	halfPixelCenters(Boolean halfPixelCenters)
Output<T>	output() 4-D with shape `[batch, orig_height, orig_width, channels]`.

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.

From interface org.tensorflow.Operand

abstract Output<T>	asOutput() Returns the symbolic handle of the tensor.
abstract T	asTensor() Returns the tensor at this operand.
abstract Shape	shape() Returns the (possibly partially known) shape of the tensor referred to by the Output of this operand.
abstract Class<T>	type() Returns the tensor type of this operand

From interface org.tensorflow.ndarray.Shaped

abstract int	rank()
abstract Shape	shape()
abstract long	size() Computes and returns the total size of this container, in number of values.

Constants

public static final String OP_NAME

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

Constant Value: "ResizeBilinearGrad"

Public Methods

public static ResizeBilinearGrad.Options alignCorners (Boolean alignCorners)

Parameters

alignCorners	If true, the centers of the 4 corner pixels of the input and grad tensors are aligned. Defaults to false.

public Output<T> asOutput ()

Returns the symbolic handle of the 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.

public static ResizeBilinearGrad<T> create (Scope scope, Operand<TFloat32> grads, Operand<T> originalImage, Options... options)

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

Parameters

scope	current scope
grads	4-D with shape `[batch, height, width, channels]`.
originalImage	4-D with shape `[batch, orig_height, orig_width, channels]`, The image tensor that was resized.
options	carries optional attributes values

Returns

• a new instance of ResizeBilinearGrad

public static ResizeBilinearGrad.Options halfPixelCenters (Boolean halfPixelCenters)

public Output<T> output ()

4-D with shape `[batch, orig_height, orig_width, channels]`. Gradients with respect to the input image. Input image must have been float or double.