tff.learning.templates.LearningProcessOutput
Stay organized with collections
Save and categorize content based on your preferences.
A structure containing the output of a LearningProcess.next
computation.
tff.learning.templates.LearningProcessOutput(
state, metrics
)
Attributes |
state
|
A structure that will be passed to invocation of
LearningProcess.next . Not intended for inspection externally, contains
implementation details of the process.
|
metrics
|
Metrics derived from the applying the process to a given state and
input. This output is intended for surfacing values to better understand
the progress of a learning process, and is not directly intended to be
used as input to LearningProcess.next . For example, this output may
include classical metrics surrounding the quality of a machine learning
model (eg. the average accuracy of a model across the participating
clients), or operational metrics concerning systems-oriented information
(eg. timing information and the amount of communication occurring between
clients and server).
|
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.
[[["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complicated / too many steps","tooComplicatedTooManySteps","thumb-down"],["Out of date","outOfDate","thumb-down"],["Samples / code issue","samplesCodeIssue","thumb-down"],["Other","otherDown","thumb-down"]],["Last updated 2024-09-20 UTC."],[],[]]