tf.VariableSynchronization

Indicates when a distributed variable will be synced.

Compat aliases for migration

See Migration guide for more details.

AUTO: Indicates that the synchronization will be determined by the current DistributionStrategy (eg. With MirroredStrategy this would be ON_WRITE).
NONE: Indicates that there will only be one copy of the variable, so there is no need to sync.
ON_WRITE: Indicates that the variable will be updated across devices every time it is written.
ON_READ: Indicates that the variable will be aggregated across devices when it is read (eg. when checkpointing or when evaluating an op that uses the variable).

Class Variables
AUTO	`<VariableSynchronization.AUTO: 0>`
NONE	`<VariableSynchronization.NONE: 1>`
ON_READ	`<VariableSynchronization.ON_READ: 3>`
ON_WRITE	`<VariableSynchronization.ON_WRITE: 2>`

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Last updated 2021-05-14 UTC.

Class Variables