Package org.tensorflow.op.image

Class ResizeBicubicGrad<T extends java.lang.Number>

java.lang.Object

org.tensorflow.op.PrimitiveOp

org.tensorflow.op.image.ResizeBicubicGrad<T>

Type Parameters:

T - data type for output() output

All Implemented Interfaces:

Op, Operand<T>

public final class ResizeBicubicGrad<T extends java.lang.Number>
extends PrimitiveOp
implements Operand<T>

Computes the gradient of bicubic interpolation.

Nested Class Summary

Nested Classes

Modifier and Type	Class	Description
static class	ResizeBicubicGrad.Options	Optional attributes for ResizeBicubicGrad

Field Summary

Fields inherited from class org.tensorflow.op.PrimitiveOp

operation

Method Summary

Modifier and Type	Method	Description
static ResizeBicubicGrad.Options	alignCorners(java.lang.Boolean alignCorners)
Output<T>	asOutput()	Returns the symbolic handle of a tensor.
static <T extends java.lang.Number> ResizeBicubicGrad<T>	create(Scope scope, Operand<java.lang.Float> grads, Operand<T> originalImage, ResizeBicubicGrad.Options... options)	Factory method to create a class to wrap a new ResizeBicubicGrad operation to the graph.
Output<T>	output()	4-D with shape `[batch, orig_height, orig_width, channels]`.

Methods inherited from class java.lang.Object

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

Methods inherited from class org.tensorflow.op.PrimitiveOp

equals, hashCode, toString

Method Detail

create

public static <T extends java.lang.Number> ResizeBicubicGrad<T> create(Scope scope,
                                                                       Operand<java.lang.Float> grads,
                                                                       Operand<T> originalImage,
                                                                       ResizeBicubicGrad.Options... options)

Factory method to create a class to wrap a new ResizeBicubicGrad operation to the graph.

Parameters:

scope - current graph 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 ResizeBicubicGrad

alignCorners

public static ResizeBicubicGrad.Options alignCorners(java.lang.Boolean alignCorners)

Parameters:

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

output

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.

asOutput

public Output<T> asOutput()

Description copied from interface: Operand

Returns the symbolic handle of a 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.

Specified by:

asOutput in interface Operand<T extends java.lang.Number>

See Also:

OperationBuilder.addInput(Output)