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

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`.