Have a question? Connect with the community at the TensorFlow Forum Visit Forum

StatelessTruncatedNormal

public final class StatelessTruncatedNormal

Outputs deterministic pseudorandom values from a truncated normal distribution.

The generated values follow a normal distribution with mean 0 and standard deviation 1, except that values whose magnitude is more than 2 standard deviations from the mean are dropped and re-picked.

The outputs are a deterministic function of `shape` and `seed`.

Constants

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

Public Methods

Output <V>
asOutput ()
Returns the symbolic handle of the tensor.
static StatelessTruncatedNormal < TFloat32 >
create ( Scope scope, Operand <? extends TNumber > shape, Operand <? extends TNumber > seed)
Factory method to create a class wrapping a new StatelessTruncatedNormal operation using default output types.
static <V extends TNumber > StatelessTruncatedNormal <V>
create ( Scope scope, Operand <? extends TNumber > shape, Operand <? extends TNumber > seed, Class<V> dtype)
Factory method to create a class wrapping a new StatelessTruncatedNormal operation.
Output <V>
output ()
Random values with specified shape.

Inherited Methods

Constants

public static final String OP_NAME

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

Constant Value: "StatelessTruncatedNormal"

Public Methods

public Output <V> 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 StatelessTruncatedNormal < TFloat32 > create ( Scope scope, Operand <? extends TNumber > shape, Operand <? extends TNumber > seed)

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

Parameters
scope current scope
shape The shape of the output tensor.
seed 2 seeds (shape [2]).
Returns
  • a new instance of StatelessTruncatedNormal

public static StatelessTruncatedNormal <V> create ( Scope scope, Operand <? extends TNumber > shape, Operand <? extends TNumber > seed, Class<V> dtype)

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

Parameters
scope current scope
shape The shape of the output tensor.
seed 2 seeds (shape [2]).
dtype The type of the output.
Returns
  • a new instance of StatelessTruncatedNormal

public Output <V> output ()

Random values with specified shape.