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Module: tff.program

Libraries for creating federated programs.

Classes

class CSVFileReleaseManager: A tff.program.ReleaseManager that releases values to a CSV file.

class CSVSaveMode: An enumeration.

class Capability: Capability that can be supported by a data source.

class FederatedDataSource: An abstract interface for representing federated data sources.

class FederatedDataSourceIterator: An abstract interface for representing federated data source iterators.

class FileProgramStateManager: A tff.program.ProgramStateManager that is backed by a file system.

class FileReleaseManagerIncompatibleFileError: Common base class for all non-exit exceptions.

class FileReleaseManagerPermissionDeniedError: Common base class for all non-exit exceptions.

class LoggingReleaseManager: A tff.program.ReleaseManager that releases values to logs.

class MemoryReleaseManager: A tff.program.ReleaseManager that releases values to memory.

class ProgramStateManager: An interface for saving and loading program state in a federated program.

class ProgramStateManagerStateAlreadyExistsError: Common base class for all non-exit exceptions.

class ProgramStateManagerStateNotFoundError: Common base class for all non-exit exceptions.

class ProgramStateManagerStructureError: Common base class for all non-exit exceptions.

class ReleaseManager: An interface for releasing values from a federated program.

class SavedModelFileReleaseManager: A tff.program.ReleaseManager that releases values to a file system.

class ServerArrayReference: An abstract interface representing references to server placed values.

class TensorboardReleaseManager: A tff.program.ReleaseManager that releases values to TensorBoard.

Functions

materialize_value(...): Returns a structure of materialized values.