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

StatelessRandomNormalV2

Stay organized with collections Save and categorize content based on your preferences.
public final class StatelessRandomNormalV2

Outputs deterministic pseudorandom values from a normal distribution.

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

The outputs are a deterministic function of `shape`, `key`, `counter` and `alg`.

Public Methods

Output<U>
asOutput()
Returns the symbolic handle of a tensor.
static <U extends Number, T extends Number> StatelessRandomNormalV2<U>
create(Scope scope, Operand<T> shape, Operand<?> key, Operand<?> counter, Operand<Integer> alg, Class<U> dtype)
Factory method to create a class wrapping a new StatelessRandomNormalV2 operation.
static <T extends Number> StatelessRandomNormalV2<Float>
create(Scope scope, Operand<T> shape, Operand<?> key, Operand<?> counter, Operand<Integer> alg)
Factory method to create a class wrapping a new StatelessRandomNormalV2 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 StatelessRandomNormalV2<U> create (Scope scope, Operand<T> shape, Operand<?> key, Operand<?> counter, Operand<Integer> alg, Class<U> dtype)

Factory method to create a class wrapping a new StatelessRandomNormalV2 operation.

Parameters
scope current scope
shape The shape of the output tensor.
key Key for the counter-based RNG algorithm (shape uint64[1]).
counter Initial counter for the counter-based RNG algorithm (shape uint64[2] or uint64[1] depending on the algorithm). If a larger vector is given, only the needed portion on the left (i.e. [:N]) will be used.
alg The RNG algorithm (shape int32[]).
dtype The type of the output.
Returns
  • a new instance of StatelessRandomNormalV2

public static StatelessRandomNormalV2<Float> create (Scope scope, Operand<T> shape, Operand<?> key, Operand<?> counter, Operand<Integer> alg)

Factory method to create a class wrapping a new StatelessRandomNormalV2 operation using default output types.

Parameters
scope current scope
shape The shape of the output tensor.
key Key for the counter-based RNG algorithm (shape uint64[1]).
counter Initial counter for the counter-based RNG algorithm (shape uint64[2] or uint64[1] depending on the algorithm). If a larger vector is given, only the needed portion on the left (i.e. [:N]) will be used.
alg The RNG algorithm (shape int32[]).
Returns
  • a new instance of StatelessRandomNormalV2

public Output<U> output ()

Random values with specified shape.