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StatefulTruncatedNormal

public final class StatefulTruncatedNormal

Outputs random 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.

Public Methods

Output<U>
asOutput()
Returns the symbolic handle of a tensor.
static <U, T> StatefulTruncatedNormal<U>
create(Scope scope, Operand<?> resource, Operand<Long> algorithm, Operand<T> shape, Class<U> dtype)
Factory method to create a class wrapping a new StatefulTruncatedNormal operation.
static <T> StatefulTruncatedNormal<Float>
create(Scope scope, Operand<?> resource, Operand<Long> algorithm, Operand<T> shape)
Factory method to create a class wrapping a new StatefulTruncatedNormal 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 StatefulTruncatedNormal<U> create (Scope scope, Operand<?> resource, Operand<Long> algorithm, Operand<T> shape, Class<U> dtype)

Factory method to create a class wrapping a new StatefulTruncatedNormal 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 StatefulTruncatedNormal

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

Factory method to create a class wrapping a new StatefulTruncatedNormal 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 StatefulTruncatedNormal

public Output<U> output ()

Random values with specified shape.