Ones

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public final class Ones

An operator creating a constant initialized with ones of the shape given by `dims`.

For example, the following expression

tf.ones(tf.constant(shape), TFloat32.class)
is the equivalent of
tf.fill(tf.constant(shape), tf.constant(1.0f))

Public Methods

Output<T>
asOutput()
Returns the symbolic handle of the tensor.
static <T extends TType> Ones<T>
create(Scope scope, Operand<? extends TNumber> dims, Class<T> type)
Creates a one valued tensor given its type and shape.
Operation
op()
Return this unit of computation as a single Operation.

Inherited Methods

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 Ones<T> create (Scope scope, Operand<? extends TNumber> dims, Class<T> type)

Creates a one valued tensor given its type and shape.

Parameters
scope is a scope used to add the underlying operation
dims a 1-D operand that represents the shape of the output tensor
type the output tensor type class. Can not be TString.
Returns
  • a constant tensor initialized with ones
Throws
IllegalArgumentException if the tensor type or shape cannot be initialized with ones.

public Operation op ()

Return this unit of computation as a single Operation.

For a raw op, the returned value correspond to the TensorFlow operation wrapped by this op.

For a composite op, the returned value usually correspond to the last operation invoked in a chain or to a NoOp grouping one or more operations as a single unit of computation.

Returns