Pad

public final class Pad

Wraps the XLA Pad operator, documented at

https://www.tensorflow.org/performance/xla/operation_semantics#pad .

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 TType , U extends TNumber > Pad <T>
create ( Scope scope, Operand <T> input, Operand <T> paddingValue, Operand <U> paddingLow, Operand <U> paddingHigh, Operand <U> paddingInterior)
Factory method to create a class wrapping a new Pad operation.
Output <T>
output ()
A `Tensor` of type T.

Inherited Methods

Constants

public static final String OP_NAME

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

Constant Value: "XlaPad"

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 Pad <T> create ( Scope scope, Operand <T> input, Operand <T> paddingValue, Operand <U> paddingLow, Operand <U> paddingHigh, Operand <U> paddingInterior)

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

Parameters
scope current scope
input A `Tensor` of type T.
paddingValue A scalar `Tensor` of type T.
paddingLow the padding to apply at the start of each input dimensions
paddingHigh the padding to apply at the end of each input dimension.
paddingInterior the padding to apply between each input element.
Returns
  • a new instance of Pad

public Output <T> output ()

A `Tensor` of type T.