[tune] Add documentation for reproducible runs (setting seeds) #18849
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krfricke
commented
Sep 23, 2021
Yard1
reviewed
Sep 23, 2021
Yard1
reviewed
Sep 23, 2021
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| these seeds can be then set with ``np.random.seed()``. We don't offer an | ||
| interface to do this in the searcher classes as setting a random seed | ||
| globally could have side effects. For instance, it could influence the |
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We actually do that in HEBO, Dragonfly
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In HEBO this is well documented, in Dragonfly I can't find it?
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It's just been added in a recent PR
Yard1
reviewed
Sep 23, 2021
| config={ | ||
| "seed": tune.randint(0, 1000) | ||
| }, | ||
| search_alg=tune.suggest.BasicVariantGenerator(), |
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This is not for this PR, but we should add a way to set local seed for BasicVariantGenerator
Yard1
approved these changes
Sep 23, 2021
Co-authored-by: Antoni Baum <[email protected]>
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Why are these changes needed?
Related issue number
Closes #13616
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