Warning: This API is deprecated and will be removed in a future
version of TensorFlow after
the replacement is stable.
TemporaryVariable
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Returns a tensor that may be mutated, but only persists within a single step.
This is an experimental op for internal use only and it is possible to use this
op in unsafe ways. DO NOT USE unless you fully understand the risks.
It is the caller's responsibility to ensure that 'ref' is eventually passed to a
matching 'DestroyTemporaryVariable' op after all other uses have completed.
Outputs a ref to the tensor state so it may be read or modified.
E.g.
var = state_ops._temporary_variable([1, 2], types.float_)
var_name = var.op.name
var = state_ops.assign(var, [[4.0, 5.0]])
var = state_ops.assign_add(var, [[6.0, 7.0]])
final = state_ops._destroy_temporary_variable(var, var_name=var_name)
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.
Factory method to create a class wrapping a new TemporaryVariable 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 TemporaryVariable
public
Output<T>
ref
()
A reference to the variable tensor.
Parameters
| varName |
Overrides the name used for the temporary variable resource. Default
value is the name of the 'TemporaryVariable' op (which is guaranteed unique).
|
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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,["# TemporaryVariable\n\npublic final class **TemporaryVariable** \nReturns a tensor that may be mutated, but only persists within a single step.\n\n\nThis is an experimental op for internal use only and it is possible to use this\nop in unsafe ways. DO NOT USE unless you fully understand the risks.\n\n\nIt is the caller's responsibility to ensure that 'ref' is eventually passed to a\nmatching 'DestroyTemporaryVariable' op after all other uses have completed.\n\n\nOutputs a ref to the tensor state so it may be read or modified.\n\n\nE.g.\nvar = state_ops._temporary_variable(\\[1, 2\\], types.float_)\nvar_name = var.op.name\nvar = state_ops.assign(var, \\[\\[4.0, 5.0\\]\\])\nvar = state_ops.assign_add(var, \\[\\[6.0, 7.0\\]\\])\nfinal = state_ops._destroy_temporary_variable(var, var_name=var_name)\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n### Nested Classes\n\n|-------|---|---|------------------------------------------------------------------------------------------------------|\n| class | [TemporaryVariable.Options](/api_docs/java/org/tensorflow/op/core/TemporaryVariable.Options) || Optional attributes for [TemporaryVariable](/api_docs/java/org/tensorflow/op/core/TemporaryVariable) |\n\n### Public Methods\n\n|-----------------------------------------------------------------------------------------------------|---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|\n| [Output](/api_docs/java/org/tensorflow/Output)\\\u003cT\\\u003e | [asOutput](/api_docs/java/org/tensorflow/op/core/TemporaryVariable#asOutput())() Returns the symbolic handle of a tensor. |\n| static \\\u003cT\\\u003e [TemporaryVariable](/api_docs/java/org/tensorflow/op/core/TemporaryVariable)\\\u003cT\\\u003e | [create](/api_docs/java/org/tensorflow/op/core/TemporaryVariable#create(org.tensorflow.op.Scope,%20org.tensorflow.Shape,%20java.lang.Class\u003cT\u003e,%20org.tensorflow.op.core.TemporaryVariable.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/TemporaryVariable.Options) options) Factory method to create a class wrapping a new TemporaryVariable operation. |\n| [Output](/api_docs/java/org/tensorflow/Output)\\\u003cT\\\u003e | [ref](/api_docs/java/org/tensorflow/op/core/TemporaryVariable#ref())() A reference to the variable tensor. |\n| static [TemporaryVariable.Options](/api_docs/java/org/tensorflow/op/core/TemporaryVariable.Options) | [varName](/api_docs/java/org/tensorflow/op/core/TemporaryVariable#varName(java.lang.String))(String varName) |\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 [TemporaryVariable](/api_docs/java/org/tensorflow/op/core/TemporaryVariable)\\\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/TemporaryVariable.Options) options)\n\nFactory method to create a class wrapping a new TemporaryVariable 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 TemporaryVariable \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 [TemporaryVariable.Options](/api_docs/java/org/tensorflow/op/core/TemporaryVariable.Options)\n**varName**\n(String varName)\n\n\u003cbr /\u003e\n\n##### Parameters\n\n| varName | Overrides the name used for the temporary variable resource. Default value is the name of the 'TemporaryVariable' op (which is guaranteed unique). |\n|---------|----------------------------------------------------------------------------------------------------------------------------------------------------|"]]
