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.
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static StatelessTruncatedNormal<TFloat32> | |
static <V extends TNumber> StatelessTruncatedNormal<V> | |
Output<V> |
output()
Random values with specified shape.
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Inherited Methods
Constants
public static final String OP_NAME
The name of this op, as known by TensorFlow core engine
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 |
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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