tff.learning.framework.ClientOutput

Structure for outputs returned from clients during federated optimization.

tff.learning.framework.ClientOutput(
    weights_delta, weights_delta_weight, model_output, optimizer_output=None
)

Attributes
`weights_delta`	A dictionary of updates to the model's trainable variables.
`weights_delta_weight`	Weight to use in a weighted mean when aggregating `weights_delta`.
`model_output`	A structure matching `tff.learning.models.VariableModel.report_local_unfinalized_metrics`, reflecting the results of training on the input dataset.
`optimizer_output`	Additional metrics or other outputs defined by the optimizer.

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Last updated 2023-07-21 UTC.

Attributes