Warning: This API is deprecated and will be removed in a future
version of TensorFlow after
the replacement is stable.
StatefulTruncatedNormal
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Outputs random values from a truncated normal distribution.
The generated values follow a normal distribution with mean 0 and standard
deviation 1, except that values whose magnitude is more than 2 standard
deviations from the mean are dropped and re-picked.
Inherited Methods
From class
java.lang.Object
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boolean
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equals(Object arg0)
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final
Class<?>
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getClass()
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int
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hashCode()
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final
void
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notify()
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final
void
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notifyAll()
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String
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toString()
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final
void
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wait(long arg0, int arg1)
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final
void
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wait(long arg0)
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final
void
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wait()
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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 StatefulTruncatedNormal 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 StatefulTruncatedNormal
Factory method to create a class wrapping a new StatefulTruncatedNormal operation using default output types.
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. |
Returns
- a new instance of StatefulTruncatedNormal
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,["# StatefulTruncatedNormal\n\npublic final class **StatefulTruncatedNormal** \nOutputs random values from a truncated normal distribution.\n\n\nThe generated values follow a normal distribution with mean 0 and standard\ndeviation 1, except that values whose magnitude is more than 2 standard\ndeviations from the mean are dropped and re-picked.\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/StatefulTruncatedNormal#asOutput())() Returns the symbolic handle of a tensor. |\n| static \\\u003cU, T\\\u003e [StatefulTruncatedNormal](/api_docs/java/org/tensorflow/op/core/StatefulTruncatedNormal)\\\u003cU\\\u003e | [create](/api_docs/java/org/tensorflow/op/core/StatefulTruncatedNormal#create(org.tensorflow.op.Scope,%20org.tensorflow.Operand\u003c?\u003e,%20org.tensorflow.Operand\u003cjava.lang.Long\u003e,%20org.tensorflow.Operand\u003cT\u003e,%20java.lang.Class\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, Class\\\u003cU\\\u003e dtype) Factory method to create a class wrapping a new StatefulTruncatedNormal operation. |\n| static \\\u003cT\\\u003e [StatefulTruncatedNormal](/api_docs/java/org/tensorflow/op/core/StatefulTruncatedNormal)\\\u003cFloat\\\u003e | [create](/api_docs/java/org/tensorflow/op/core/StatefulTruncatedNormal#create(org.tensorflow.op.Scope,%20org.tensorflow.Operand\u003c?\u003e,%20org.tensorflow.Operand\u003cjava.lang.Long\u003e,%20org.tensorflow.Operand\u003cT\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) Factory method to create a class wrapping a new StatefulTruncatedNormal operation using default output types. |\n| [Output](/api_docs/java/org/tensorflow/Output)\\\u003cU\\\u003e | [output](/api_docs/java/org/tensorflow/op/core/StatefulTruncatedNormal#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 [StatefulTruncatedNormal](/api_docs/java/org/tensorflow/op/core/StatefulTruncatedNormal)\\\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, Class\\\u003cU\\\u003e dtype)\n\nFactory method to create a class wrapping a new StatefulTruncatedNormal 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| dtype | The type of the output. |\n|-----------|-----------------------------------------------------------------------|\n\n##### Returns\n\n- a new instance of StatefulTruncatedNormal \n\n#### public static [StatefulTruncatedNormal](/api_docs/java/org/tensorflow/op/core/StatefulTruncatedNormal)\\\u003cFloat\\\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)\n\nFactory method to create a class wrapping a new StatefulTruncatedNormal operation using default output types. \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|-----------|-----------------------------------------------------------------------|\n\n##### Returns\n\n- a new instance of StatefulTruncatedNormal \n\n#### public [Output](/api_docs/java/org/tensorflow/Output)\\\u003cU\\\u003e\n**output**\n()\n\nRandom values with specified shape."]]
