Outputs random values from a normal distribution.
The generated values will have mean 0 and standard deviation 1.
Constants
String | OP_NAME | The name of this op, as known by TensorFlow core engine |
Public Methods
Output<U> |
asOutput()
Returns the symbolic handle of the tensor.
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static StatefulStandardNormal<TFloat32> | |
static <U extends TType> StatefulStandardNormal<U> | |
Output<U> |
output()
A tensor of the specified shape filled with random normal values.
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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<U> 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 StatefulStandardNormal<TFloat32> create (Scope scope, Operand<?> resource, Operand<TInt64> algorithm, Operand<? extends TType> shape)
Factory method to create a class wrapping a new StatefulStandardNormal operation using default output types.
Parameters
scope | current scope |
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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 StatefulStandardNormal
public static StatefulStandardNormal<U> create (Scope scope, Operand<?> resource, Operand<TInt64> algorithm, Operand<? extends TType> 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. |
algorithm | The RNG algorithm. |
shape | The shape of the output tensor. |
dtype | The type of the output. |
Returns
- a new instance of StatefulStandardNormal