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MaxPoolGradGradWithArgmax

public final class MaxPoolGradGradWithArgmax

Computes second-order gradients of the maxpooling function.

Nested Classes

class MaxPoolGradGradWithArgmax.Options Optional attributes for MaxPoolGradGradWithArgmax

Constants

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

Public Methods

Output<T>	asOutput() Returns the symbolic handle of the tensor.
static <T extends TNumber> MaxPoolGradGradWithArgmax<T>	create(Scope scope, Operand<T> input, Operand<T> grad, Operand<? extends TNumber> argmax, List<Long> ksize, List<Long> strides, String padding, Options... options) Factory method to create a class wrapping a new MaxPoolGradGradWithArgmax operation.
static MaxPoolGradGradWithArgmax.Options	includeBatchInIndex(Boolean includeBatchInIndex)
Output<T>	output() Gradients of gradients w.r.t.

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: "MaxPoolGradGradWithArgmax"

Public Methods

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 MaxPoolGradGradWithArgmax<T> create (Scope scope, Operand<T> input, Operand<T> grad, Operand<? extends TNumber> argmax, List<Long> ksize, List<Long> strides, String padding, Options... options)

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

Parameters

scope	current scope
input	The original input.
grad	4-D with shape `[batch, height, width, channels]`. Gradients w.r.t. the input of `max_pool`.
argmax	The indices of the maximum values chosen for each output of `max_pool`.
ksize	The size of the window for each dimension of the input tensor.
strides	The stride of the sliding window for each dimension of the input tensor.
padding	The type of padding algorithm to use.
options	carries optional attributes values

Returns

a new instance of MaxPoolGradGradWithArgmax

public static MaxPoolGradGradWithArgmax.Options includeBatchInIndex (Boolean includeBatchInIndex)

Parameters

includeBatchInIndex	Whether to include batch dimension in flattened index of `argmax`.

public Output<T> output ()

Gradients of gradients w.r.t. the input of `max_pool`.