ResizeNearestNeighborGrad

public final class ResizeNearestNeighborGrad

Computes the gradient of nearest neighbor interpolation.

Nested Classes

class ResizeNearestNeighborGrad.Options Optional attributes for ResizeNearestNeighborGrad

Constants

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

Public Methods

static ResizeNearestNeighborGrad.Options
alignCorners (Boolean alignCorners)
Output <T>
asOutput ()
Returns the symbolic handle of the tensor.
static <T extends TNumber > ResizeNearestNeighborGrad <T>
create ( Scope scope, Operand <T> grads, Operand < TInt32 > size, Options... options)
Factory method to create a class wrapping a new ResizeNearestNeighborGrad operation.
static ResizeNearestNeighborGrad.Options
halfPixelCenters (Boolean halfPixelCenters)
Output <T>
output ()
4-D with shape `[batch, orig_height, orig_width, channels]`.

Inherited Methods

Constants

public static final String OP_NAME

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

Constant Value: "ResizeNearestNeighborGrad"

Public Methods

public static ResizeNearestNeighborGrad.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 ResizeNearestNeighborGrad <T> create ( Scope scope, Operand <T> grads, Operand < TInt32 > size, Options... options)

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

Parameters
scope current scope
grads 4-D with shape `[batch, height, width, channels]`.
size = A 1-D int32 Tensor of 2 elements: `orig_height, orig_width`. The original input size.
options carries optional attributes values
Returns
  • a new instance of ResizeNearestNeighborGrad

public static ResizeNearestNeighborGrad.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.