Tuning clean up #299
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Tuning clean up #299
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wbenoit26
reviewed
Oct 30, 2024
wbenoit26
requested changes
Oct 30, 2024
wbenoit26
previously approved these changes
Oct 30, 2024
What was the typo in |
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I thought it was also "progres" instead of "progress", but it looks like I misread it, or just looked at |
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@wbenoit26 can I get an approval when you get a chance? |
wbenoit26
approved these changes
Oct 31, 2024
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lightrayupdate which now exposes most of thetune.TunerAPI. This will allow users to configure things like theTrialScheduler,SearchAlgetc.TuneLocaltask which works the same way asTrainLocalvsTrainRemote: IfAFRAME_TRAIN_RUN_DIRis an s3:// path will tune remotely.TraceModelcallback, which was unnecessary to do at the end of every epoch for every trial, and was contributing to some bottlenecks. Don't yet have a cleaner solution for automatically tracing the best model, so will have to do it by hand for now.