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Speed-up AutoML on small datasets by avoiding sleep-waiting #7059

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exalate-issue-sync bot opened this issue May 11, 2023 · 2 comments
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Speed-up AutoML on small datasets by avoiding sleep-waiting #7059

exalate-issue-sync bot opened this issue May 11, 2023 · 2 comments
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fixVersion/3.36.1.1

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@exalate-issue-sync
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AutoML uses job-polling to monitor model training progress, it checks jobs status in 1s intervals. This means that if job finishes in 1.5s the 0.5s is not used for model building.

This is a small difference of regular-world problems but can be measurable on smalldatasets and in benchmarking
@h2o-ops
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h2o-ops commented May 14, 2023

JIRA Issue Details

Jira Issue: PUBDEV-8617
Assignee: Michal Kurka
Reporter: Michal Kurka
State: Resolved
Fix Version: 3.36.1.1
Attachments: N/A
Development PRs: Available

@h2o-ops
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h2o-ops commented May 14, 2023

Linked PRs from JIRA

#6093

@h2o-ops h2o-ops closed this as completed May 14, 2023
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