Warning: This API is deprecated and will be removed in a future
version of TensorFlow after
the replacement is stable.
RetrieveTPUEmbeddingADAMParameters
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Retrieve ADAM embedding parameters.
An op that retrieves optimization parameters from embedding to host
memory. Must be preceded by a ConfigureTPUEmbeddingHost op that sets up
the correct embedding table configuration. For example, this op is
used to retrieve updated parameters before saving a checkpoint.
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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void
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wait()
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Public Methods
Factory method to create a class wrapping a new RetrieveTPUEmbeddingADAMParameters operation.
Parameters
| scope |
current scope |
| options |
carries optional attributes values |
Returns
- a new instance of RetrieveTPUEmbeddingADAMParameters
public
Output<Float>
momenta
()
Parameter momenta updated by the ADAM optimization algorithm.
public
Output<Float>
parameters
()
Parameter parameters updated by the ADAM optimization algorithm.
public
Output<Float>
velocities
()
Parameter velocities updated by the ADAM optimization algorithm.
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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,["# RetrieveTPUEmbeddingADAMParameters\n\npublic final class **RetrieveTPUEmbeddingADAMParameters** \nRetrieve ADAM embedding parameters.\n\n\nAn op that retrieves optimization parameters from embedding to host\nmemory. Must be preceded by a ConfigureTPUEmbeddingHost op that sets up\nthe correct embedding table configuration. For example, this op is\nused to retrieve updated parameters before saving a checkpoint.\n\n\u003cbr /\u003e\n\n### Nested Classes\n\n|-------|---|---|----------------------------------------------------------------------------------------------------------------------------------------|\n| class | [RetrieveTPUEmbeddingADAMParameters.Options](/api_docs/java/org/tensorflow/op/core/RetrieveTPUEmbeddingADAMParameters.Options) || Optional attributes for [RetrieveTPUEmbeddingADAMParameters](/api_docs/java/org/tensorflow/op/core/RetrieveTPUEmbeddingADAMParameters) |\n\n### Public Methods\n\n|---------------------------------------------------------------------------------------------------------------------------------------|---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|\n| static [RetrieveTPUEmbeddingADAMParameters.Options](/api_docs/java/org/tensorflow/op/core/RetrieveTPUEmbeddingADAMParameters.Options) | [config](/api_docs/java/org/tensorflow/op/core/RetrieveTPUEmbeddingADAMParameters#config(java.lang.String))(String config) |\n| static [RetrieveTPUEmbeddingADAMParameters](/api_docs/java/org/tensorflow/op/core/RetrieveTPUEmbeddingADAMParameters) | [create](/api_docs/java/org/tensorflow/op/core/RetrieveTPUEmbeddingADAMParameters#create(org.tensorflow.op.Scope,%20java.lang.Long,%20java.lang.Long,%20org.tensorflow.op.core.RetrieveTPUEmbeddingADAMParameters.Options...))([Scope](/api_docs/java/org/tensorflow/op/Scope) scope, Long numShards, Long shardId, [Options...](/api_docs/java/org/tensorflow/op/core/RetrieveTPUEmbeddingADAMParameters.Options) options) Factory method to create a class wrapping a new RetrieveTPUEmbeddingADAMParameters operation. |\n| [Output](/api_docs/java/org/tensorflow/Output)\\\u003cFloat\\\u003e | [momenta](/api_docs/java/org/tensorflow/op/core/RetrieveTPUEmbeddingADAMParameters#momenta())() Parameter momenta updated by the ADAM optimization algorithm. |\n| [Output](/api_docs/java/org/tensorflow/Output)\\\u003cFloat\\\u003e | [parameters](/api_docs/java/org/tensorflow/op/core/RetrieveTPUEmbeddingADAMParameters#parameters())() Parameter parameters updated by the ADAM optimization algorithm. |\n| static [RetrieveTPUEmbeddingADAMParameters.Options](/api_docs/java/org/tensorflow/op/core/RetrieveTPUEmbeddingADAMParameters.Options) | [tableId](/api_docs/java/org/tensorflow/op/core/RetrieveTPUEmbeddingADAMParameters#tableId(java.lang.Long))(Long tableId) |\n| static [RetrieveTPUEmbeddingADAMParameters.Options](/api_docs/java/org/tensorflow/op/core/RetrieveTPUEmbeddingADAMParameters.Options) | [tableName](/api_docs/java/org/tensorflow/op/core/RetrieveTPUEmbeddingADAMParameters#tableName(java.lang.String))(String tableName) |\n| [Output](/api_docs/java/org/tensorflow/Output)\\\u003cFloat\\\u003e | [velocities](/api_docs/java/org/tensorflow/op/core/RetrieveTPUEmbeddingADAMParameters#velocities())() Parameter velocities updated by the ADAM optimization algorithm. |\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\nPublic Methods\n--------------\n\n#### public static [RetrieveTPUEmbeddingADAMParameters.Options](/api_docs/java/org/tensorflow/op/core/RetrieveTPUEmbeddingADAMParameters.Options)\n**config**\n(String config)\n\n\u003cbr /\u003e\n\n#### public static [RetrieveTPUEmbeddingADAMParameters](/api_docs/java/org/tensorflow/op/core/RetrieveTPUEmbeddingADAMParameters)\n**create**\n([Scope](/api_docs/java/org/tensorflow/op/Scope) scope, Long numShards, Long shardId, [Options...](/api_docs/java/org/tensorflow/op/core/RetrieveTPUEmbeddingADAMParameters.Options) options)\n\nFactory method to create a class wrapping a new RetrieveTPUEmbeddingADAMParameters operation. \n\n##### Parameters\n\n| scope | current scope |\n| options | carries optional attributes values |\n|---------|------------------------------------|\n\n##### Returns\n\n- a new instance of RetrieveTPUEmbeddingADAMParameters \n\n#### public [Output](/api_docs/java/org/tensorflow/Output)\\\u003cFloat\\\u003e\n**momenta**\n()\n\nParameter momenta updated by the ADAM optimization algorithm. \n\n#### public [Output](/api_docs/java/org/tensorflow/Output)\\\u003cFloat\\\u003e\n**parameters**\n()\n\nParameter parameters updated by the ADAM optimization algorithm. \n\n#### public static [RetrieveTPUEmbeddingADAMParameters.Options](/api_docs/java/org/tensorflow/op/core/RetrieveTPUEmbeddingADAMParameters.Options)\n**tableId**\n(Long tableId)\n\n\u003cbr /\u003e\n\n#### public static [RetrieveTPUEmbeddingADAMParameters.Options](/api_docs/java/org/tensorflow/op/core/RetrieveTPUEmbeddingADAMParameters.Options)\n**tableName**\n(String tableName)\n\n\u003cbr /\u003e\n\n#### public [Output](/api_docs/java/org/tensorflow/Output)\\\u003cFloat\\\u003e\n**velocities**\n()\n\nParameter velocities updated by the ADAM optimization algorithm."]]
