Warning: This API is deprecated and will be removed in a future
version of TensorFlow after
the replacement is stable.
StatefulUniformInt
Stay organized with collections
Save and categorize content based on your preferences.
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`).
Inherited Methods
From class
java.lang.Object
|
boolean
|
equals(Object arg0)
|
|
final
Class<?>
|
getClass()
|
|
int
|
hashCode()
|
|
final
void
|
notify()
|
|
final
void
|
notifyAll()
|
|
String
|
toString()
|
|
final
void
|
wait(long arg0, int arg1)
|
|
final
void
|
wait(long arg0)
|
|
final
void
|
wait()
|
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.
Factory method to create a class wrapping a new StatefulUniformInt 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. |
| minval |
Minimum value (inclusive, scalar). |
| maxval |
Maximum value (exclusive, scalar). |
Returns
- a new instance of StatefulUniformInt
public
Output<U>
output
()
Random values with specified shape.
Except as otherwise noted, the content of this page is licensed under the Creative Commons Attribution 4.0 License, and code samples are licensed under the Apache 2.0 License. For details, see the Google Developers Site Policies. Java is a registered trademark of Oracle and/or its affiliates.
Last updated 2022-02-12 UTC.
[[["Easy to understand","easyToUnderstand","thumb-up"],["Solved my problem","solvedMyProblem","thumb-up"],["Other","otherUp","thumb-up"]],[["Missing the information I need","missingTheInformationINeed","thumb-down"],["Too complicated / too many steps","tooComplicatedTooManySteps","thumb-down"],["Out of date","outOfDate","thumb-down"],["Samples / code issue","samplesCodeIssue","thumb-down"],["Other","otherDown","thumb-down"]],["Last updated 2022-02-12 UTC."],[],[],null,["# StatefulUniformInt\n\npublic final class **StatefulUniformInt** \nOutputs random integers from a uniform distribution.\n\n\nThe generated values are uniform integers in the range \\`\\[minval, maxval)\\`.\nThe lower bound \\`minval\\` is included in the range, while the upper bound\n\\`maxval\\` is excluded.\n\n\nThe random integers are slightly biased unless \\`maxval - minval\\` is an exact\npower of two. The bias is small for values of \\`maxval - minval\\` significantly\nsmaller than the range of the output (either \\`2\\^32\\` or \\`2\\^64\\`).\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n### Public Methods\n\n|-----------------------------------------------------------------------------------------------------|------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|\n| [Output](/api_docs/java/org/tensorflow/Output)\\\u003cU\\\u003e | [asOutput](/api_docs/java/org/tensorflow/op/core/StatefulUniformInt#asOutput())() Returns the symbolic handle of a tensor. |\n| static \\\u003cU, T\\\u003e [StatefulUniformInt](/api_docs/java/org/tensorflow/op/core/StatefulUniformInt)\\\u003cU\\\u003e | [create](/api_docs/java/org/tensorflow/op/core/StatefulUniformInt#create(org.tensorflow.op.Scope,%20org.tensorflow.Operand\u003c?\u003e,%20org.tensorflow.Operand\u003cjava.lang.Long\u003e,%20org.tensorflow.Operand\u003cT\u003e,%20org.tensorflow.Operand\u003cU\u003e,%20org.tensorflow.Operand\u003cU\u003e))([Scope](/api_docs/java/org/tensorflow/op/Scope) scope, [Operand](/api_docs/java/org/tensorflow/Operand)\\\u003c?\\\u003e resource, [Operand](/api_docs/java/org/tensorflow/Operand)\\\u003cLong\\\u003e algorithm, [Operand](/api_docs/java/org/tensorflow/Operand)\\\u003cT\\\u003e shape, [Operand](/api_docs/java/org/tensorflow/Operand)\\\u003cU\\\u003e minval, [Operand](/api_docs/java/org/tensorflow/Operand)\\\u003cU\\\u003e maxval) Factory method to create a class wrapping a new StatefulUniformInt operation. |\n| [Output](/api_docs/java/org/tensorflow/Output)\\\u003cU\\\u003e | [output](/api_docs/java/org/tensorflow/op/core/StatefulUniformInt#output())() Random values with specified shape. |\n\n### Inherited Methods\n\nFrom class [org.tensorflow.op.PrimitiveOp](/api_docs/java/org/tensorflow/op/PrimitiveOp) \n\n|------------------------------------------------------|---------------------------------------------------------------------------------------------------------------------------------------|\n| final boolean | [equals](/api_docs/java/org/tensorflow/op/PrimitiveOp#equals(java.lang.Object))(Object obj) |\n| final int | [hashCode](/api_docs/java/org/tensorflow/op/PrimitiveOp#hashCode())() |\n| [Operation](/api_docs/java/org/tensorflow/Operation) | [op](/api_docs/java/org/tensorflow/op/PrimitiveOp#op())() Returns the underlying [Operation](/api_docs/java/org/tensorflow/Operation) |\n| final String | [toString](/api_docs/java/org/tensorflow/op/PrimitiveOp#toString())() |\n\nFrom class java.lang.Object \n\n|------------------|---------------------------|\n| boolean | equals(Object arg0) |\n| final Class\\\u003c?\\\u003e | getClass() |\n| int | hashCode() |\n| final void | notify() |\n| final void | notifyAll() |\n| String | toString() |\n| final void | wait(long arg0, int arg1) |\n| final void | wait(long arg0) |\n| final void | wait() |\n\nFrom interface [org.tensorflow.Operand](/api_docs/java/org/tensorflow/Operand) \n\n|--------------------------------------------------------------|---------------------------------------------------------------------------------------------------------|\n| abstract [Output](/api_docs/java/org/tensorflow/Output)\\\u003cU\\\u003e | [asOutput](/api_docs/java/org/tensorflow/Operand#asOutput())() Returns the symbolic handle of a tensor. |\n\nPublic Methods\n--------------\n\n#### public [Output](/api_docs/java/org/tensorflow/Output)\\\u003cU\\\u003e\n**asOutput**\n()\n\nReturns the symbolic handle of a tensor.\n\nInputs to TensorFlow operations are outputs of another TensorFlow operation. This method is\nused to obtain a symbolic handle that represents the computation of the input.\n\n\u003cbr /\u003e\n\n#### public static [StatefulUniformInt](/api_docs/java/org/tensorflow/op/core/StatefulUniformInt)\\\u003cU\\\u003e\n**create**\n([Scope](/api_docs/java/org/tensorflow/op/Scope) scope, [Operand](/api_docs/java/org/tensorflow/Operand)\\\u003c?\\\u003e resource, [Operand](/api_docs/java/org/tensorflow/Operand)\\\u003cLong\\\u003e algorithm, [Operand](/api_docs/java/org/tensorflow/Operand)\\\u003cT\\\u003e shape, [Operand](/api_docs/java/org/tensorflow/Operand)\\\u003cU\\\u003e minval, [Operand](/api_docs/java/org/tensorflow/Operand)\\\u003cU\\\u003e maxval)\n\nFactory method to create a class wrapping a new StatefulUniformInt operation. \n\n##### Parameters\n\n| scope | current scope |\n| resource | The handle of the resource variable that stores the state of the RNG. |\n| algorithm | The RNG algorithm. |\n| shape | The shape of the output tensor. |\n| minval | Minimum value (inclusive, scalar). |\n| maxval | Maximum value (exclusive, scalar). |\n|-----------|-----------------------------------------------------------------------|\n\n##### Returns\n\n- a new instance of StatefulUniformInt \n\n#### public [Output](/api_docs/java/org/tensorflow/Output)\\\u003cU\\\u003e\n**output**\n()\n\nRandom values with specified shape."]]
