Send feedback
Class DecayCurveAutomatedStoppingSpec (1.14.0)
Stay organized with collections
Save and categorize content based on your preferences.
Version 1.14.0 keyboard_arrow_down
DecayCurveAutomatedStoppingSpec (
mapping = None , * , ignore_unknown_fields = False , ** kwargs
)
The decay curve automated stopping rule builds a Gaussian
Process Regressor to predict the final objective value of a
Trial based on the already completed Trials and the intermediate
measurements of the current Trial. Early stopping is requested
for the current Trial if there is very low probability to exceed
the optimal value found so far.
Attribute
Name
Description
use_elapsed_duration
bool
True if
Measurement.elapsed_duration
is used as the x-axis of each Trials Decay Curve. Otherwise,
Measurement.step_count
will be used as the x-axis.
Inheritance
builtins.object
>
proto.message.Message
>
DecayCurveAutomatedStoppingSpec
Send feedback
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 2024-09-25 UTC.
[{
"type": "thumb-down",
"id": "hardToUnderstand",
"label":"Hard to understand"
},{
"type": "thumb-down",
"id": "incorrectInformationOrSampleCode",
"label":"Incorrect information or sample code"
},{
"type": "thumb-down",
"id": "missingTheInformationSamplesINeed",
"label":"Missing the information/samples I need"
},{
"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"
}]
Need to tell us more?
{"lastModified": "Last updated 2024-09-25 UTC."}
[[["Easy to understand","easyToUnderstand","thumb-up"],["Solved my problem","solvedMyProblem","thumb-up"],["Other","otherUp","thumb-up"]],[["Hard to understand","hardToUnderstand","thumb-down"],["Incorrect information or sample code","incorrectInformationOrSampleCode","thumb-down"],["Missing the information/samples I need","missingTheInformationSamplesINeed","thumb-down"],["Other","otherDown","thumb-down"]],["Last updated 2024-09-25 UTC."]]