Warning: This API is deprecated and will be removed in a future version of TensorFlow after the replacement is stable.

StatefulUniform

public final class StatefulUniform

Outputs random values from a uniform distribution.

The generated values follow a uniform distribution in the range `[0, 1)`. The lower bound 0 is included in the range, while the upper bound 1 is excluded.

Public Methods

Output <U>
asOutput ()
Returns the symbolic handle of a tensor.
static <U, T> StatefulUniform <U>
create ( Scope scope, Operand <?> resource, Operand <Long> algorithm, Operand <T> shape, Class<U> dtype)
Factory method to create a class wrapping a new StatefulUniform operation.
static <T> StatefulUniform <Float>
create ( Scope scope, Operand <?> resource, Operand <Long> algorithm, Operand <T> shape)
Factory method to create a class wrapping a new StatefulUniform operation using default output types.
Output <U>
output ()
Random values with specified shape.

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 StatefulUniform <U> create ( Scope scope, Operand <?> resource, Operand <Long> algorithm, Operand <T> shape, Class<U> dtype)

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

Parameters
scope current scope
resource The handle of the resource variable that stores the state of the RNG.
algorithm The RNG algorithm.
shape The shape of the output tensor.
dtype The type of the output.
Returns
  • a new instance of StatefulUniform

public static StatefulUniform <Float> create ( Scope scope, Operand <?> resource, Operand <Long> algorithm, Operand <T> shape)

Factory method to create a class wrapping a new StatefulUniform operation using default output types.

Parameters
scope current scope
resource The handle of the resource variable that stores the state of the RNG.
algorithm The RNG algorithm.
shape The shape of the output tensor.
Returns
  • a new instance of StatefulUniform

public Output <U> output ()

Random values with specified shape.