GitHub

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=attr_dict['optimizer_output'].default
)

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.Model.report_local_outputs`, reflecting the results of training on the input dataset.
`optimizer_output`	Additional metrics or other outputs defined by the optimizer.

Except as otherwise noted, the content of this page is licensed under the Creative Commons Attribution 4.0 License, and code samples are licensed under the Apache 2.0 License. For details, see the Google Developers Site Policies. Java is a registered trademark of Oracle and/or its affiliates.

Last updated 2021-05-18 UTC.

tff.learning.framework.ClientOutput

Attributes