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tff.program.MemoryReleaseManager

A tff.program.ReleaseManager that releases values to memory.

Inherits From: ReleaseManager

A tff.program.MemoryReleaseManager is a utility for releasing values from a federated program to memory and is used to release values from platform storage to customer storage in a federated program.

Values are released to memory as Python objects. When the value is released, if the value is a value reference or a structure containing value references, each value reference is materialized.

Methods

release

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Releases value from a federated program.

Args
value A materialized value, a value reference, or a structure of materialized values and value references representing the value to release.
key A hashable value used to reference the released value.

values

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Returns a dict of all keys and released values.