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StatefulStandardNormal

public final class StatefulStandardNormal

Outputs random values from a normal distribution. This op is deprecated in favor of op 'StatefulStandardNormalV2'

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

Public Methods

Output<U>
asOutput()
Returns the symbolic handle of a tensor.
static <T> StatefulStandardNormal<Float>
create(Scope scope, Operand<?> resource, Operand<T> shape)
Factory method to create a class wrapping a new StatefulStandardNormal operation using default output types.
static <U, T> StatefulStandardNormal<U>
create(Scope scope, Operand<?> resource, Operand<T> 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

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 StatefulStandardNormal<Float> create (Scope scope, Operand<?> resource, Operand<T> 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.
shape The shape of the output tensor.
Returns
  • a new instance of StatefulStandardNormal

public static StatefulStandardNormal<U> create (Scope scope, Operand<?> resource, Operand<T> 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.
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.