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Fill

public final class Fill

Creates a tensor filled with a scalar value.

This operation creates a tensor of shape `dims` and fills it with `value`.

For example:

# Output tensor has shape [2, 3].
 fill([2, 3], 9) ==> [[9, 9, 9]
                      [9, 9, 9]]
 
tf.fill differs from tf.constant in a few ways:
  • tf.fill only supports scalar contents, whereas tf.constant supports Tensor values.
  • tf.fill creates an Op in the computation graph that constructs the actual Tensor value at runtime. This is in contrast to tf.constant which embeds the entire Tensor into the graph with a `Const` node.
  • Because tf.fill evaluates at graph runtime, it supports dynamic shapes based on other runtime Tensors, unlike tf.constant.

Public Methods

Output<U>
asOutput()
Returns the symbolic handle of a tensor.
static <U, T extends Number> Fill<U>
create(Scope scope, Operand<T> dims, Operand<U> value)
Factory method to create a class wrapping a new Fill operation.
Output<U>
output()

Inherited Methods

Public Methods

public Output<U> asOutput ()

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.

public static Fill<U> create (Scope scope, Operand<T> dims, Operand<U> value)

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

Parameters
scope current scope
dims 1-D. Represents the shape of the output tensor.
value 0-D (scalar). Value to fill the returned tensor.

Returns
  • a new instance of Fill

public Output<U> output ()