Outputs random integers from a uniform distribution.
The generated values are uniform integers in the range `[minval, maxval)`. The lower bound `minval` is included in the range, while the upper bound `maxval` is excluded.
The random integers are slightly biased unless `maxval - minval` is an exact power of two. The bias is small for values of `maxval - minval` significantly smaller than the range of the output (either `2^32` or `2^64`).
Nested Classes
class | RandomUniformInt.Options | Optional attributes for RandomUniformInt
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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 <U extends TNumber> RandomUniformInt<U> | |
Output<U> |
output()
A tensor of the specified shape filled with uniform random integers.
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static RandomUniformInt.Options |
seed(Long seed)
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static RandomUniformInt.Options |
seed2(Long seed2)
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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 RandomUniformInt<U> create (Scope scope, Operand<? extends TNumber> shape, Operand<U> minval, Operand<U> maxval, Options... options)
Factory method to create a class wrapping a new RandomUniformInt operation.
Parameters
scope | current scope |
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shape | The shape of the output tensor. |
minval | 0-D. Inclusive lower bound on the generated integers. |
maxval | 0-D. Exclusive upper bound on the generated integers. |
options | carries optional attributes values |
Returns
- a new instance of RandomUniformInt
public static RandomUniformInt.Options seed (Long seed)
Parameters
seed | If either `seed` or `seed2` are set to be non-zero, the random number generator is seeded by the given seed. Otherwise, it is seeded by a random seed. |
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public static RandomUniformInt.Options seed2 (Long seed2)
Parameters
seed2 | A second seed to avoid seed collision. |
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