Warning: This API is deprecated and will be removed in a future
version of TensorFlow after
the replacement is stable.
Variable
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Holds state in the form of a tensor that persists across steps.
Outputs a ref to the tensor state so it may be read or modified.
TODO(zhifengc/mrry): Adds a pointer to a more detail document
about sharing states in tensorflow.
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<T>
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
Variable.Options
container
(String container)
Parameters
| container |
If non-empty, this variable is placed in the given container.
Otherwise, a default container is used.
|
public
static
Variable<T>
create
(Scope scope, Shape shape, Class<T> dtype, Options... options)
Factory method to create a class wrapping a new Variable operation.
Parameters
| scope |
current scope |
| shape |
The shape of the variable tensor. |
| dtype |
The type of elements in the variable tensor. |
| options |
carries optional attributes values |
Returns
- a new instance of Variable
public
Output<T>
ref
()
A reference to the variable tensor.
public
static
Variable.Options
sharedName
(String sharedName)
Parameters
| sharedName |
If non-empty, this variable is named in the given bucket
with this shared_name. Otherwise, the node name is used instead.
|
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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,["# Variable\n\npublic final class **Variable** \nHolds state in the form of a tensor that persists across steps.\n\n\nOutputs a ref to the tensor state so it may be read or modified.\nTODO(zhifengc/mrry): Adds a pointer to a more detail document\nabout sharing states in tensorflow.\n\n\u003cbr /\u003e\n\n### Nested Classes\n\n|-------|---|---|------------------------------------------------------------------------------------|\n| class | [Variable.Options](/api_docs/java/org/tensorflow/op/core/Variable.Options) || Optional attributes for [Variable](/api_docs/java/org/tensorflow/op/core/Variable) |\n\n### Public Methods\n\n|-----------------------------------------------------------------------------------|---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|\n| [Output](/api_docs/java/org/tensorflow/Output)\\\u003cT\\\u003e | [asOutput](/api_docs/java/org/tensorflow/op/core/Variable#asOutput())() Returns the symbolic handle of a tensor. |\n| static [Variable.Options](/api_docs/java/org/tensorflow/op/core/Variable.Options) | [container](/api_docs/java/org/tensorflow/op/core/Variable#container(java.lang.String))(String container) |\n| static \\\u003cT\\\u003e [Variable](/api_docs/java/org/tensorflow/op/core/Variable)\\\u003cT\\\u003e | [create](/api_docs/java/org/tensorflow/op/core/Variable#create(org.tensorflow.op.Scope,%20org.tensorflow.Shape,%20java.lang.Class\u003cT\u003e,%20org.tensorflow.op.core.Variable.Options...))([Scope](/api_docs/java/org/tensorflow/op/Scope) scope, [Shape](/api_docs/java/org/tensorflow/Shape) shape, Class\\\u003cT\\\u003e dtype, [Options...](/api_docs/java/org/tensorflow/op/core/Variable.Options) options) Factory method to create a class wrapping a new Variable operation. |\n| [Output](/api_docs/java/org/tensorflow/Output)\\\u003cT\\\u003e | [ref](/api_docs/java/org/tensorflow/op/core/Variable#ref())() A reference to the variable tensor. |\n| static [Variable.Options](/api_docs/java/org/tensorflow/op/core/Variable.Options) | [sharedName](/api_docs/java/org/tensorflow/op/core/Variable#sharedName(java.lang.String))(String sharedName) |\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)\\\u003cT\\\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)\\\u003cT\\\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 [Variable.Options](/api_docs/java/org/tensorflow/op/core/Variable.Options)\n**container**\n(String container)\n\n\u003cbr /\u003e\n\n##### Parameters\n\n| container | If non-empty, this variable is placed in the given container. Otherwise, a default container is used. |\n|-----------|-------------------------------------------------------------------------------------------------------|\n\n#### public static [Variable](/api_docs/java/org/tensorflow/op/core/Variable)\\\u003cT\\\u003e\n**create**\n([Scope](/api_docs/java/org/tensorflow/op/Scope) scope, [Shape](/api_docs/java/org/tensorflow/Shape) shape, Class\\\u003cT\\\u003e dtype, [Options...](/api_docs/java/org/tensorflow/op/core/Variable.Options) options)\n\nFactory method to create a class wrapping a new Variable operation. \n\n##### Parameters\n\n| scope | current scope |\n| shape | The shape of the variable tensor. |\n| dtype | The type of elements in the variable tensor. |\n| options | carries optional attributes values |\n|---------|----------------------------------------------|\n\n##### Returns\n\n- a new instance of Variable \n\n#### public [Output](/api_docs/java/org/tensorflow/Output)\\\u003cT\\\u003e\n**ref**\n()\n\nA reference to the variable tensor. \n\n#### public static [Variable.Options](/api_docs/java/org/tensorflow/op/core/Variable.Options)\n**sharedName**\n(String sharedName)\n\n\u003cbr /\u003e\n\n##### Parameters\n\n| sharedName | If non-empty, this variable is named in the given bucket with this shared_name. Otherwise, the node name is used instead. |\n|------------|---------------------------------------------------------------------------------------------------------------------------|"]]
