tff.learning.templates.LearningProcessOutput
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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).
|
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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"label":"Out of date"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complicated / too many steps","tooComplicatedTooManySteps","thumb-down"],["Out of date","outOfDate","thumb-down"],["Samples / code issue","samplesCodeIssue","thumb-down"],["Other","otherDown","thumb-down"]],["Last updated 2024-09-20 UTC."],[],[]]