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Update syne-tune[aws,gpsearchers] requirement from <0.10.1,>=0.6.0 to >=0.6.0,<0.13.1 #526

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@dependabot dependabot bot commented on behalf of github Jun 10, 2024

Updates the requirements on syne-tune[aws,gpsearchers] to permit the latest version.

Release notes

Sourced from syne-tune[aws,gpsearchers]'s releases.

v0.13.0

What's New

We are excited to announce the following updates in Syne Tune v0.13.0:

  1. Allow the acquisition function to be chosen in GPFIFOSearcher
  2. Allow to restrict GPUs to be used in LocalBackend to a subset of all available ones
  3. Obtain Pareto Set from results

Allow the acquisition function to be chosen in GPFIFOSearcher

When running Bayesian optimization or MOBSTER, you can now choose the acquisition function which is optimized in order to select the next configuration to be evaluated, using the acq_function and acq_function_kwargs arguments in search_options when creating the scheduler. Here are more details.

At present, we support the (negative) expected improvement ("ei"; default) and lower confidence bound ("lcb") acquisition functions. Your favorite acquisition function is missing? Why not implement it yourself (detailed hints are given here) and send us a pull request?

Allow to restrict GPUs to be used in LocalBackend to a subset of all available ones

By default, the local backend makes use of all GPUs available on the instance it runs on. Using the gpus_to_use argument of LocalBackend, you can now restrict the backend to use a subset of these only. This is useful if the remaining GPUs are needed for something else, or if you want to benchmark under restricted conditions.

Obtain Pareto Set from results

The new functions get_pareto_optimal and get_pareto_set filter results to obtain a Pareto optimal set. This is useful for visualizing the results from multi-objective hyperparameter optimization.

Changes

🌟 New Features

  • feat: Allow to restrict GPUs to be used in LocalBackend to a subset of all available ones (#817) by @​mseeger
  • feat: Obtain Pareto Set from results (#798) by @​aaronkl
  • feat: Allow the acquisition function to be chosen in GPFIFOSearcher (#807) by @​mseeger

📜 Documentation Updates

  • docs: Add FAQ entry to clarify behaviour of training script for pause and resume scheduling (#809) by @​mseeger
  • docs: Links to Andreas Mueller's talk on Mothernet (#808) by @​mseeger

🐛 Bug Fixes

🔧 Maintenance

... (truncated)

Changelog

Sourced from syne-tune[aws,gpsearchers]'s changelog.

v0.13.0 - 2024-02-09

New Features

  • Allow to restrict GPUs to be used in LocalBackend to a subset of all available ones (#817)
  • Obtain Pareto Set from results (#798)
  • Allow the acquisition function to be chosen in GPFIFOSearcher (#807)

Bug Fixes

  • Reject results if metric is NaN or infinite (#788)

Documentation Updates

  • Add FAQ entry to clarify behaviour of training script for pause and resume scheduling (#809)
  • Links to Andreas Mueller's talk on Mothernet (#808)

Maintenance

  • Bump zgosalvez/github-actions-ensure-sha-pinned-actions from 2.1.4 to 3.0.3 (#797)
  • update Ray version in example (#814)
  • Bump actions/setup-python from 4 to 5 (#793)
  • Bump release-drafter/release-drafter from 5.24.0 to 5.25.0 (#774)
  • Uncommented test which needs SageMaker. It is still commented out (#810)
  • change version of pymoo (#806)

[v0.10.0] - 2023-11-01

New Features

  • Add example to resume tuning from previous experiment and update conf… (#780)
  • Add method to get the best configuration directly from Tuner, add com… (#767)
  • Add util to plot trials over time from ExperimentResult (#768)
  • Add SMAC wrapper and examples (#765)
  • Automatic streamlining of configuration space (#741)

CI

  • automatically test all notebooks under examples/notebooks and render them in docs page (#756)

Bug Fixes

  • Fix malformatted table in docs (#757)
  • pass arguments to scheduler (#755)
  • RSBO (#748)
  • Fix for issue #749 (#750)

Maintenance

  • Add smac to possible install tag, fix comment in example (#766)
  • Update sphinx requirement from <7.0.0 to <8.0.0 (#745)
  • Update numpy requirement from =1.16.0,<1.27.0 (#761)
  • Bump release-drafter/release-drafter from 5.23.0 to 5.24.0 (#735)
  • Bump aws-actions/configure-aws-credentials from 3 to 4 (#760)
  • Bump actions/checkout from 3 to 4 (#763)
  • Bump actions/setup-python from 2 to 4 (#762)

... (truncated)

Commits
  • 0597dfc chore: Adding 0.13.0 version release notes (#819)
  • b4ff6d9 feat: Allow to restrict GPUs to be used in LocalBackend to a subset o… (#817)
  • 20a91f2 chore: Bump zgosalvez/github-actions-ensure-sha-pinned-actions from 2.1.4 to ...
  • 5cf6e6e chore: update Ray version in example (#814)
  • 1c60cd7 chore: Bump actions/setup-python from 4 to 5 (#793)
  • 4250305 chore: Bump release-drafter/release-drafter from 5.24.0 to 5.25.0 (#774)
  • 6748205 docs: Add FAQ entry to clarify behvaiour of training script for pause… (#809)
  • 202fb1d chore: Uncommented test which needs SageMaker. It is still commented out (#810)
  • 32b0c15 feat: Obtain Pareto Set from results (#798)
  • 2700b95 docs: Links to Andreas Mueller's talk on Mothernet (#808)
  • Additional commits viewable in compare view

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Updates the requirements on [syne-tune[aws,gpsearchers]](https://github.com/awslabs/syne-tune) to permit the latest version.
- [Release notes](https://github.com/awslabs/syne-tune/releases)
- [Changelog](https://github.com/awslabs/syne-tune/blob/main/CHANGELOG.md)
- [Commits](syne-tune/syne-tune@v0.6.0...v0.13.0)

---
updated-dependencies:
- dependency-name: syne-tune[aws,gpsearchers]
  dependency-type: direct:production
...

Signed-off-by: dependabot[bot] <[email protected]>
@dependabot dependabot bot added dependencies Pull requests that update a dependency file python Pull requests that update Python code labels Jun 10, 2024
@wistuba wistuba closed this Jul 2, 2024
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dependabot bot commented on behalf of github Jul 2, 2024

OK, I won't notify you again about this release, but will get in touch when a new version is available. If you'd rather skip all updates until the next major or minor version, let me know by commenting @dependabot ignore this major version or @dependabot ignore this minor version. You can also ignore all major, minor, or patch releases for a dependency by adding an ignore condition with the desired update_types to your config file.

If you change your mind, just re-open this PR and I'll resolve any conflicts on it.

@dependabot dependabot bot deleted the dependabot/pip/dev/syne-tune-awsgpsearchers--gte-0.6.0-and-lt-0.13.1 branch July 2, 2024 14:35
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