Warning: This API is deprecated and will be removed in a future
version of TensorFlow after
the replacement is stable.
TPUExecuteAndUpdateVariables
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Op that executes a program with optional in-place variable updates.
It (optionally) reads device variables, loads and executes a TPU program on a
TPU device, and then (optionally) in-place updates variables using the program
outputs, as specified in attributes device_var_reads_indices (program input
indices from directly reading variables) and device_var_updates_indices (program
output indices used to update variables, -1 means no-update/read-only). Such
program outputs are consumed by these variables will not appear in the op
output. For the internal use of the distributed TPU compiler.
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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From interface
java.lang.Iterable
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void
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forEach(Consumer<? super T> arg0)
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abstract
Iterator<Operand<Object>>
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iterator()
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Spliterator<Operand<Object>>
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spliterator()
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Public Methods
public
static
TPUExecuteAndUpdateVariables
create
(Scope scope, Iterable<Operand<?>> args, Operand<String> key, List<Class<?>> Tresults, List<Long> deviceVarReadsIndices, List<Long> deviceVarUpdatesIndices)
Factory method to create a class wrapping a new TPUExecuteAndUpdateVariables operation.
Returns
- a new instance of TPUExecuteAndUpdateVariables
public
Iterator<Operand<Object>>
iterator
()
public
List<Output<?>>
results
()
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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,["# TPUExecuteAndUpdateVariables\n\npublic final class **TPUExecuteAndUpdateVariables** \nOp that executes a program with optional in-place variable updates.\n\n\nIt (optionally) reads device variables, loads and executes a TPU program on a\nTPU device, and then (optionally) in-place updates variables using the program\noutputs, as specified in attributes device_var_reads_indices (program input\nindices from directly reading variables) and device_var_updates_indices (program\noutput indices used to update variables, -1 means no-update/read-only). Such\nprogram outputs are consumed by these variables will not appear in the op\noutput. For the internal use of the distributed TPU compiler.\n\n\u003cbr /\u003e\n\n### Public Methods\n\n|-----------------------------------------------------------------------------------------------------------|-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|\n| static [TPUExecuteAndUpdateVariables](/api_docs/java/org/tensorflow/op/core/TPUExecuteAndUpdateVariables) | [create](/api_docs/java/org/tensorflow/op/core/TPUExecuteAndUpdateVariables#create(org.tensorflow.op.Scope,%20java.lang.Iterable\u003corg.tensorflow.Operand\u003c?\u003e\u003e,%20org.tensorflow.Operand\u003cjava.lang.String\u003e,%20java.util.List\u003cjava.lang.Class\u003c?\u003e\u003e,%20java.util.List\u003cjava.lang.Long\u003e,%20java.util.List\u003cjava.lang.Long\u003e))([Scope](/api_docs/java/org/tensorflow/op/Scope) scope, Iterable\\\u003c[Operand](/api_docs/java/org/tensorflow/Operand)\\\u003c?\\\u003e\\\u003e args, [Operand](/api_docs/java/org/tensorflow/Operand)\\\u003cString\\\u003e key, List\\\u003cClass\\\u003c?\\\u003e\\\u003e Tresults, List\\\u003cLong\\\u003e deviceVarReadsIndices, List\\\u003cLong\\\u003e deviceVarUpdatesIndices) Factory method to create a class wrapping a new TPUExecuteAndUpdateVariables operation. |\n| Iterator\\\u003c[Operand](/api_docs/java/org/tensorflow/Operand)\\\u003cObject\\\u003e\\\u003e | [iterator](/api_docs/java/org/tensorflow/op/core/TPUExecuteAndUpdateVariables#iterator())() |\n| List\\\u003c[Output](/api_docs/java/org/tensorflow/Output)\\\u003c?\\\u003e\\\u003e | [results](/api_docs/java/org/tensorflow/op/core/TPUExecuteAndUpdateVariables#results())() |\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 java.lang.Iterable \n\n|---------------------------------------------------------------------------------|-------------------------------------|\n| void | forEach(Consumer\\\u003c? super T\\\u003e arg0) |\n| abstract Iterator\\\u003c[Operand](/api_docs/java/org/tensorflow/Operand)\\\u003cObject\\\u003e\\\u003e | iterator() |\n| Spliterator\\\u003c[Operand](/api_docs/java/org/tensorflow/Operand)\\\u003cObject\\\u003e\\\u003e | spliterator() |\n\nPublic Methods\n--------------\n\n#### public static [TPUExecuteAndUpdateVariables](/api_docs/java/org/tensorflow/op/core/TPUExecuteAndUpdateVariables)\n**create**\n([Scope](/api_docs/java/org/tensorflow/op/Scope) scope, Iterable\\\u003c[Operand](/api_docs/java/org/tensorflow/Operand)\\\u003c?\\\u003e\\\u003e args, [Operand](/api_docs/java/org/tensorflow/Operand)\\\u003cString\\\u003e key, List\\\u003cClass\\\u003c?\\\u003e\\\u003e Tresults, List\\\u003cLong\\\u003e deviceVarReadsIndices, List\\\u003cLong\\\u003e deviceVarUpdatesIndices)\n\nFactory method to create a class wrapping a new TPUExecuteAndUpdateVariables operation. \n\n##### Parameters\n\n| scope | current scope |\n|-------|---------------|\n\n##### Returns\n\n- a new instance of TPUExecuteAndUpdateVariables \n\n#### public Iterator\\\u003c[Operand](/api_docs/java/org/tensorflow/Operand)\\\u003cObject\\\u003e\\\u003e\n**iterator**\n()\n\n\u003cbr /\u003e\n\n#### public List\\\u003c[Output](/api_docs/java/org/tensorflow/Output)\\\u003c?\\\u003e\\\u003e\n**results**\n()\n\n\u003cbr /\u003e"]]
