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Replace hyperopt #1232

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alecandido opened this issue Feb 28, 2024 · 5 comments · May be fixed by #1338
Open

Replace hyperopt #1232

alecandido opened this issue Feb 28, 2024 · 5 comments · May be fixed by #1338
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@MatteoRobbiati

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@alecandido
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alecandido commented Feb 28, 2024 •
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After #1231 (comment) I reviewed the state of hyperopt, and it's definitely unmaintained. The authors are not replying to the issues, and the contributions to the code are practically stuck.

If we care about the features supported by hyperopt, it should be replaced soon.
@alecandido
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@MatteoRobbiati I'm not sure how this relates to qiboml. It is only used in DBI.

@andrea-pasquale
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There were already some discussions about including hyperopt as a dependency or not...
I think it should be easy to eventually move to optuna which seems to be more maintained.

@MatteoRobbiati
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Yes, moving to optuna is a good idea.

@MatteoRobbiati MatteoRobbiati self-assigned this Feb 28, 2024
@alecandido
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Indeed, I was having a look as well, and optuna seems much more reliable!

@renatomello
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renatomello commented Feb 29, 2024 •
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Since this is related to DBI: some the DBI tests are very slow right now. Could this be improved as well?

@MatteoRobbiati MatteoRobbiati linked a pull request May 29, 2024 that will close this issue
Hyperoptimizing with Optuna #1338
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Hyperoptimizing with Optuna qiboteam/qibo
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@renatomello @alecandido @andrea-pasquale @MatteoRobbiati