tff.learning.models.model_from_functional

Converts a FunctionalModel to a tff.learning.models.VariableModel.

tff.learning.models.model_from_functional(
    functional_model: tff.learning.models.FunctionalModel,
    metric_constructors: Sequence[Callable[[], tf.keras.metrics.Metric]] = ()
) -> tff.learning.models.VariableModel

Warning: The metrics_constructors argument will replace any metrics that were originally attached to the FunctionalModel with new metrics.

Args
functional_model	A tff.learning.models.FunctionalModel to convert.
metric_constructors	An optional sequence of callables that return newly constructed tf.keras.metrics.Metric objects to attached to the output tff.learning.models.VariableModel.

Returns
A new tff.learning.models.VariableModel with the same behavior as functional_model.