VariableAggregation
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Indicates how a distributed variable will be aggregated.
Protobuf enum
tensorflow.VariableAggregation
Inherited Methods
From class
java.lang.Enum
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final
int
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int
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compareTo(Object arg0)
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final
boolean
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equals(Object arg0)
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final
Class<VariableAggregation>
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getDeclaringClass()
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final
int
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hashCode()
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final
String
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name()
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final
int
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ordinal()
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String
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toString()
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static
<T extends Enum<T>>
T
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valueOf(Class<T> arg0, String arg1)
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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.Comparable
Enum Values
public
static
final
VariableAggregation
UNRECOGNIZED
public
static
final
VariableAggregation
VARIABLE_AGGREGATION_MEAN
`MEAN`: Take the arithmetic mean ("average") of the updates across
replicas.
VARIABLE_AGGREGATION_MEAN = 2;
public
static
final
VariableAggregation
VARIABLE_AGGREGATION_NONE
`NONE`: This is the default, giving an error if you use a
variable-update operation with multiple replicas.
VARIABLE_AGGREGATION_NONE = 0;
public
static
final
VariableAggregation
VARIABLE_AGGREGATION_ONLY_FIRST_REPLICA
`ONLY_FIRST_REPLICA`: This is for when every replica is performing the same
update, but we only want to perform the update once. Used, e.g., for the
global step counter.
VARIABLE_AGGREGATION_ONLY_FIRST_REPLICA = 3;
public
static
final
VariableAggregation
VARIABLE_AGGREGATION_SUM
`SUM`: Add the updates across replicas.
VARIABLE_AGGREGATION_SUM = 1;
Constants
public
static
final
int
VARIABLE_AGGREGATION_MEAN_VALUE
`MEAN`: Take the arithmetic mean ("average") of the updates across
replicas.
VARIABLE_AGGREGATION_MEAN = 2;
Constant Value:
2
public
static
final
int
VARIABLE_AGGREGATION_NONE_VALUE
`NONE`: This is the default, giving an error if you use a
variable-update operation with multiple replicas.
VARIABLE_AGGREGATION_NONE = 0;
Constant Value:
0
public
static
final
int
VARIABLE_AGGREGATION_ONLY_FIRST_REPLICA_VALUE
`ONLY_FIRST_REPLICA`: This is for when every replica is performing the same
update, but we only want to perform the update once. Used, e.g., for the
global step counter.
VARIABLE_AGGREGATION_ONLY_FIRST_REPLICA = 3;
Constant Value:
3
public
static
final
int
VARIABLE_AGGREGATION_SUM_VALUE
`SUM`: Add the updates across replicas.
VARIABLE_AGGREGATION_SUM = 1;
Constant Value:
1
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Last updated 2021-11-29 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 2021-11-29 UTC."],[],[],null,["# VariableAggregation\n\npublic final enum **VariableAggregation** \n\u003cbr /\u003e\n\n```\n Indicates how a distributed variable will be aggregated.\n \n```\nProtobuf enum `tensorflow.VariableAggregation`\n\n\u003cbr /\u003e\n\n### Constants\n\n|-----|----------------------------------------------------------------------------------------------------------------------------------------------------------------------|------------------------------------------------------------------------------------------------------------------------------------------|\n| int | [VARIABLE_AGGREGATION_MEAN_VALUE](/jvm/api_docs/java/org/tensorflow/proto/framework/VariableAggregation#VARIABLE_AGGREGATION_MEAN_VALUE) | ``` `MEAN`: Take the arithmetic mean (\"average\") of the updates across replicas. ``` |\n| int | [VARIABLE_AGGREGATION_NONE_VALUE](/jvm/api_docs/java/org/tensorflow/proto/framework/VariableAggregation#VARIABLE_AGGREGATION_NONE_VALUE) | ``` `NONE`: This is the default, giving an error if you use a variable-update operation with multiple replicas. ``` |\n| int | [VARIABLE_AGGREGATION_ONLY_FIRST_REPLICA_VALUE](/jvm/api_docs/java/org/tensorflow/proto/framework/VariableAggregation#VARIABLE_AGGREGATION_ONLY_FIRST_REPLICA_VALUE) | ``` `ONLY_FIRST_REPLICA`: This is for when every replica is performing the same update, but we only want to perform the update once. ``` |\n| int | [VARIABLE_AGGREGATION_SUM_VALUE](/jvm/api_docs/java/org/tensorflow/proto/framework/VariableAggregation#VARIABLE_AGGREGATION_SUM_VALUE) | ``` `SUM`: Add the updates across replicas. ``` |\n\n### Inherited Methods\n\nFrom class java.lang.Enum \n\n|-------------------------------------------------------------------------------------------------------------|--------------------------------------------------------------------------------------------------------------|\n| final int | compareTo([VariableAggregation](/jvm/api_docs/java/org/tensorflow/proto/framework/VariableAggregation) arg0) |\n| int | compareTo(Object arg0) |\n| final boolean | equals(Object arg0) |\n| final Class\\\u003c[VariableAggregation](/jvm/api_docs/java/org/tensorflow/proto/framework/VariableAggregation)\\\u003e | getDeclaringClass() |\n| final int | hashCode() |\n| final String | name() |\n| final int | ordinal() |\n| String | toString() |\n| static \\\u003cT extends Enum\\\u003cT\\\u003e\\\u003e T | valueOf(Class\\\u003cT\\\u003e arg0, String arg1) |\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.Comparable \n\n|--------------|--------------------------------------------------------------------------------------------------------------|\n| abstract int | compareTo([VariableAggregation](/jvm/api_docs/java/org/tensorflow/proto/framework/VariableAggregation) arg0) |\n\nEnum Values\n-----------\n\n#### public static final VariableAggregation\n**UNRECOGNIZED**\n\n\u003cbr /\u003e\n\n#### public static final VariableAggregation\n**VARIABLE_AGGREGATION_MEAN**\n\n\u003cbr /\u003e\n\n```\n `MEAN`: Take the arithmetic mean (\"average\") of the updates across\n replicas.\n \n```\n`VARIABLE_AGGREGATION_MEAN = 2;`\n\n\u003cbr /\u003e\n\n#### public static final VariableAggregation\n**VARIABLE_AGGREGATION_NONE**\n\n\u003cbr /\u003e\n\n```\n `NONE`: This is the default, giving an error if you use a\n variable-update operation with multiple replicas.\n \n```\n`VARIABLE_AGGREGATION_NONE = 0;`\n\n\u003cbr /\u003e\n\n#### public static final VariableAggregation\n**VARIABLE_AGGREGATION_ONLY_FIRST_REPLICA**\n\n\u003cbr /\u003e\n\n```\n `ONLY_FIRST_REPLICA`: This is for when every replica is performing the same\n update, but we only want to perform the update once. Used, e.g., for the\n global step counter.\n \n```\n`VARIABLE_AGGREGATION_ONLY_FIRST_REPLICA = 3;`\n\n\u003cbr /\u003e\n\n#### public static final VariableAggregation\n**VARIABLE_AGGREGATION_SUM**\n\n\u003cbr /\u003e\n\n```\n `SUM`: Add the updates across replicas.\n \n```\n`VARIABLE_AGGREGATION_SUM = 1;`\n\n\u003cbr /\u003e\n\nConstants\n---------\n\n#### public static final int\n**VARIABLE_AGGREGATION_MEAN_VALUE**\n\n\u003cbr /\u003e\n\n```\n `MEAN`: Take the arithmetic mean (\"average\") of the updates across\n replicas.\n \n```\n`VARIABLE_AGGREGATION_MEAN = 2;`\n\n\u003cbr /\u003e\n\nConstant Value: 2 \n\n#### public static final int\n**VARIABLE_AGGREGATION_NONE_VALUE**\n\n\u003cbr /\u003e\n\n```\n `NONE`: This is the default, giving an error if you use a\n variable-update operation with multiple replicas.\n \n```\n`VARIABLE_AGGREGATION_NONE = 0;`\n\n\u003cbr /\u003e\n\nConstant Value: 0 \n\n#### public static final int\n**VARIABLE_AGGREGATION_ONLY_FIRST_REPLICA_VALUE**\n\n\u003cbr /\u003e\n\n```\n `ONLY_FIRST_REPLICA`: This is for when every replica is performing the same\n update, but we only want to perform the update once. Used, e.g., for the\n global step counter.\n \n```\n`VARIABLE_AGGREGATION_ONLY_FIRST_REPLICA = 3;`\n\n\u003cbr /\u003e\n\nConstant Value: 3 \n\n#### public static final int\n**VARIABLE_AGGREGATION_SUM_VALUE**\n\n\u003cbr /\u003e\n\n```\n `SUM`: Add the updates across replicas.\n \n```\n`VARIABLE_AGGREGATION_SUM = 1;`\n\n\u003cbr /\u003e\n\nConstant Value: 1"]]
