tff.learning.templates.build_functional_model_delta_client_work
Stay organized with collections
Save and categorize content based on your preferences.
Creates a ClientWorkProcess
for federated averaging.
tff.learning.templates.build_functional_model_delta_client_work(
*,
model: tff.learning.models.FunctionalModel
,
optimizer: tff.learning.optimizers.Optimizer
,
client_weighting: tff.learning.ClientWeighting
,
metrics_aggregator: Optional[tff.learning.metrics.MetricsAggregatorType
] = None,
loop_implementation: tff.learning.LoopImplementation
= tff.learning.LoopImplementation.DATASET_REDUCE
) -> tff.learning.templates.ClientWorkProcess
This differs from tff.learning.templates.build_model_delta_client_work
in
that it only accepts tff.learning.models.FunctionalModel
and
tff.learning.optimizers.Optimizer
type arguments, resulting in TensorFlow
graphs that do not contain tf.Variable
operations.
Returns |
A ClientWorkProcess .
|
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 2024-09-20 UTC.
[{
"type": "thumb-down",
"id": "missingTheInformationINeed",
"label":"Missing the information I need"
},{
"type": "thumb-down",
"id": "tooComplicatedTooManySteps",
"label":"Too complicated / too many steps"
},{
"type": "thumb-down",
"id": "outOfDate",
"label":"Out of date"
},{
"type": "thumb-down",
"id": "samplesCodeIssue",
"label":"Samples / code issue"
},{
"type": "thumb-down",
"id": "otherDown",
"label":"Other"
}]
[{
"type": "thumb-up",
"id": "easyToUnderstand",
"label":"Easy to understand"
},{
"type": "thumb-up",
"id": "solvedMyProblem",
"label":"Solved my problem"
},{
"type": "thumb-up",
"id": "otherUp",
"label":"Other"
}]
{"lastModified": "Last updated 2024-09-20 UTC."}
[[["Easy to understand","easyToUnderstand","thumb-up"],["Solved my problem","solvedMyProblem","thumb-up"],["Other","otherUp","thumb-up"]],[["Missing the information I need","missingTheInformationINeed","thumb-down"],["Too complicated / too many steps","tooComplicatedTooManySteps","thumb-down"],["Out of date","outOfDate","thumb-down"],["Samples / code issue","samplesCodeIssue","thumb-down"],["Other","otherDown","thumb-down"]],["Last updated 2024-09-20 UTC."],[],[]]