Outputs deterministic pseudorandom random values from a uniform distribution.
The generated values follow a uniform distribution in the range `[0, 1)`. The lower bound 0 is included in the range, while the upper bound 1 is excluded.
The outputs are a deterministic function of `shape`, `key`, `counter` and `alg`.
Public Methods
Output <U> |
asOutput
()
Returns the symbolic handle of a tensor.
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static <U extends Number, T extends Number> StatelessRandomUniformV2 <U> | |
static <T extends Number> StatelessRandomUniformV2 <Float> | |
Output <U> |
output
()
Random values with specified shape.
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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 StatelessRandomUniformV2 <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 StatelessRandomUniformV2 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 StatelessRandomUniformV2
public static StatelessRandomUniformV2 <Float> create ( Scope scope, Operand <T> shape, Operand <?> key, Operand <?> counter, Operand <Integer> alg)
Factory method to create a class wrapping a new StatelessRandomUniformV2 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 StatelessRandomUniformV2