StatefulStandardNormal

public final class StatefulStandardNormal

Outputs random values from a normal distribution.

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

Constants

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

Public Methods

Output <U>
asOutput ()
Returns the symbolic handle of the tensor.
static StatefulStandardNormal < TFloat32 >
create ( Scope scope, Operand <?> resource, Operand < TInt64 > algorithm, Operand <? extends TType > shape)
Factory method to create a class wrapping a new StatefulStandardNormal operation using default output types.
static <U extends TType > StatefulStandardNormal <U>
create ( Scope scope, Operand <?> resource, Operand < TInt64 > algorithm, Operand <? extends TType > shape, Class<U> dtype)
Factory method to create a class wrapping a new StatefulStandardNormal operation.
Output <U>
output ()
A tensor of the specified shape filled with random normal values.

Inherited Methods

Constants

public static final String OP_NAME

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

Constant Value: "StatefulStandardNormalV2"

Public Methods

public Output <U> 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 StatefulStandardNormal < TFloat32 > create ( Scope scope, Operand <?> resource, Operand < TInt64 > algorithm, Operand <? extends TType > shape)

Factory method to create a class wrapping a new StatefulStandardNormal 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 StatefulStandardNormal

public static StatefulStandardNormal <U> create ( Scope scope, Operand <?> resource, Operand < TInt64 > algorithm, Operand <? extends TType > shape, Class<U> dtype)

Factory method to create a class wrapping a new StatefulStandardNormal 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 StatefulStandardNormal

public Output <U> output ()

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