Warning: This API is deprecated and will be removed in a future
version of TensorFlow after
the replacement is stable.
StochasticCastToInt
Stay organized with collections
Save and categorize content based on your preferences.
Stochastically cast a given tensor from floats to ints.
The values are cast with a deterministic pseudo-random tensor from a uniform distribution generated from user given key, counter, algorithm. Values will saturate if out of the specified integer type range, and will become zero if inputs are NaN.
The outputs are a deterministic function of `input`, `key`, `counter`, `alg`.
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 StochasticCastToInt operation.
Parameters
| scope |
current scope |
| input |
The operand to stochastically cast to int. |
| 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[]). |
| Tout |
The type of the output. |
Returns
- a new instance of StochasticCastToInt
public
Output<U>
output
()
The cast result with the same shape as the input.
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 2023-10-06 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complicated / too many steps","tooComplicatedTooManySteps","thumb-down"],["Out of date","outOfDate","thumb-down"],["Samples / code issue","samplesCodeIssue","thumb-down"],["Other","otherDown","thumb-down"]],["Last updated 2023-10-06 UTC."],[],[],null,["# StochasticCastToInt\n\npublic final class **StochasticCastToInt** \nStochastically cast a given tensor from floats to ints.\n\n\nThe values are cast with a deterministic pseudo-random tensor from a uniform distribution generated from user given key, counter, algorithm. Values will saturate if out of the specified integer type range, and will become zero if inputs are NaN.\n\n\nThe outputs are a deterministic function of \\`input\\`, \\`key\\`, \\`counter\\`, \\`alg\\`.\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/StochasticCastToInt#asOutput())() Returns the symbolic handle of a tensor. |\n| static \\\u003cU extends Number, T extends Number\\\u003e [StochasticCastToInt](/api_docs/java/org/tensorflow/op/core/StochasticCastToInt)\\\u003cU\\\u003e | [create](/api_docs/java/org/tensorflow/op/core/StochasticCastToInt#create(org.tensorflow.op.Scope,%20org.tensorflow.Operand\u003cT\u003e,%20org.tensorflow.Operand\u003c?\u003e,%20org.tensorflow.Operand\u003c?\u003e,%20org.tensorflow.Operand\u003cjava.lang.Integer\u003e,%20java.lang.Class\u003cU\u003e))([Scope](/api_docs/java/org/tensorflow/op/Scope) scope, [Operand](/api_docs/java/org/tensorflow/Operand)\\\u003cT\\\u003e input, [Operand](/api_docs/java/org/tensorflow/Operand)\\\u003c?\\\u003e key, [Operand](/api_docs/java/org/tensorflow/Operand)\\\u003c?\\\u003e counter, [Operand](/api_docs/java/org/tensorflow/Operand)\\\u003cInteger\\\u003e alg, Class\\\u003cU\\\u003e Tout) Factory method to create a class wrapping a new StochasticCastToInt operation. |\n| [Output](/api_docs/java/org/tensorflow/Output)\\\u003cU\\\u003e | [output](/api_docs/java/org/tensorflow/op/core/StochasticCastToInt#output())() The cast result with the same shape as the input. |\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 extends Number\\\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 [StochasticCastToInt](/api_docs/java/org/tensorflow/op/core/StochasticCastToInt)\\\u003cU\\\u003e\n**create**\n([Scope](/api_docs/java/org/tensorflow/op/Scope) scope, [Operand](/api_docs/java/org/tensorflow/Operand)\\\u003cT\\\u003e input, [Operand](/api_docs/java/org/tensorflow/Operand)\\\u003c?\\\u003e key, [Operand](/api_docs/java/org/tensorflow/Operand)\\\u003c?\\\u003e counter, [Operand](/api_docs/java/org/tensorflow/Operand)\\\u003cInteger\\\u003e alg, Class\\\u003cU\\\u003e Tout)\n\nFactory method to create a class wrapping a new StochasticCastToInt operation. \n\n##### Parameters\n\n| scope | current scope |\n| input | The operand to stochastically cast to int. |\n| key | Key for the counter-based RNG algorithm (shape uint64\\[1\\]). |\n| 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. |\n| alg | The RNG algorithm (shape int32\\[\\]). |\n| Tout | The type of the output. |\n|---------|-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|\n\n##### Returns\n\n- a new instance of StochasticCastToInt \n\n#### public [Output](/api_docs/java/org/tensorflow/Output)\\\u003cU\\\u003e\n**output**\n()\n\nThe cast result with the same shape as the input."]]
