VariableAggregation

public final enum VariableAggregation 

 Indicates how a distributed variable will be aggregated.
Protobuf enum tensorflow.VariableAggregation

Constants

int VARIABLE_AGGREGATION_MEAN_VALUE 
 `MEAN`: Take the arithmetic mean ("average") of the updates across
 replicas.
int VARIABLE_AGGREGATION_NONE_VALUE 
 `NONE`: This is the default, giving an error if you use a
 variable-update operation with multiple replicas.
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.
int VARIABLE_AGGREGATION_SUM_VALUE 
 `SUM`: Add the updates across replicas.

Inherited Methods

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