tff.learning.framework.ClientOutput
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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.
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