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

StatefulStandardNormalV2

public final class StatefulStandardNormalV2

Outputs random values from a normal distribution.

The generated values will have mean 0 and standard deviation 1.

Public Methods

Output <U>
asOutput ()
Returns the symbolic handle of a tensor.
static <U, T> StatefulStandardNormalV2 <U>
create ( Scope scope, Operand <?> resource, Operand <Long> algorithm, Operand <T> shape, Class<U> dtype)
Factory method to create a class wrapping a new StatefulStandardNormalV2 operation.
static <T> StatefulStandardNormalV2 <Float>
create ( Scope scope, Operand <?> resource, Operand <Long> algorithm, Operand <T> shape)
Factory method to create a class wrapping a new StatefulStandardNormalV2 operation using default output types.
Output <U>
output ()
A tensor of the specified shape filled with random normal values.

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 StatefulStandardNormalV2 <U> create ( Scope scope, Operand <?> resource, Operand <Long> algorithm, Operand <T> shape, Class<U> dtype)

Factory method to create a class wrapping a new StatefulStandardNormalV2 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 StatefulStandardNormalV2

public static StatefulStandardNormalV2 <Float> create ( Scope scope, Operand <?> resource, Operand <Long> algorithm, Operand <T> shape)

Factory method to create a class wrapping a new StatefulStandardNormalV2 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 StatefulStandardNormalV2

public Output <U> output ()

A tensor of the specified shape filled with random normal values.