Have a question? Connect with the community at the TensorFlow Forum Visit Forum

LocalResponseNormalizationGrad

public final class LocalResponseNormalizationGrad

Gradients for Local Response Normalization.

Nested Classes

class LocalResponseNormalizationGrad.Options Optional attributes for LocalResponseNormalizationGrad

Constants

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

Public Methods

static LocalResponseNormalizationGrad.Options
alpha (Float alpha)
Output <T>
asOutput ()
Returns the symbolic handle of the tensor.
static LocalResponseNormalizationGrad.Options
beta (Float beta)
static LocalResponseNormalizationGrad.Options
bias (Float bias)
static <T extends TNumber > LocalResponseNormalizationGrad <T>
create ( Scope scope, Operand <T> inputGrads, Operand <T> inputImage, Operand <T> outputImage, Options... options)
Factory method to create a class wrapping a new LocalResponseNormalizationGrad operation.
static LocalResponseNormalizationGrad.Options
depthRadius (Long depthRadius)
Output <T>
output ()
The gradients for LRN.

Inherited Methods

Constants

public static final String OP_NAME

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

Constant Value: "LRNGrad"

Public Methods

public static LocalResponseNormalizationGrad.Options alpha (Float alpha)

Parameters
alpha A scale factor, usually positive.

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 LocalResponseNormalizationGrad.Options beta (Float beta)

Parameters
beta An exponent.

public static LocalResponseNormalizationGrad.Options bias (Float bias)

Parameters
bias An offset (usually > 0 to avoid dividing by 0).

public static LocalResponseNormalizationGrad <T> create ( Scope scope, Operand <T> inputGrads, Operand <T> inputImage, Operand <T> outputImage, Options... options)

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

Parameters
scope current scope
inputGrads 4-D with shape `[batch, height, width, channels]`.
inputImage 4-D with shape `[batch, height, width, channels]`.
outputImage 4-D with shape `[batch, height, width, channels]`.
options carries optional attributes values
Returns
  • a new instance of LocalResponseNormalizationGrad

public static LocalResponseNormalizationGrad.Options depthRadius (Long depthRadius)

Parameters
depthRadius A depth radius.

public Output <T> output ()

The gradients for LRN.