[tune](deps): Bump optuna from 2.6.0 to 2.9.1 in /python/requirements/tune #17

dependabot · 2021-08-07T07:07:57Z

Bumps optuna from 2.6.0 to 2.9.1.

Release notes

v2.9.1

This is the release note of v2.9.1.

Highlights

Ask-and-Tell CLI Fix

The storage URI and the study name are no longer logged by optuna ask and optuna tell. The former could contain sensitive information.

Enhancements

Remove storage URI from ask and tell CLI subcommands (#2838)

Other

Bump to v2.9.1 (#2839)

Thanks to All the Contributors!

This release was made possible by the authors and the people who participated in the reviews and discussions.

@himkt, @hvy, @not522

v2.9.0

This is the release note of v2.9.0.

Help us create the next version of Optuna! Please take a few minutes to fill in this survey, and let us know how you use Optuna now and what improvements you'd like. https://forms.gle/TtJuuaqFqtjmbCP67

Highlights

Ask-and-Tell CLI: Optuna from the Command Line

The built-in CLI which you can use to upgrade storages or check the installed version with optuna --version, now provides experimental subcommands for the Ask-and-Tell interface. It is now possible to optimize using Optuna entirely from the CLI, without writing a single line of Python.

Ask with optuna ask

Ask for parameters using optuna ask, specifying the search space, storage, study name, sampler and optimization direction. The parameters and the associated trial number can be output as either JSON or YAML.

The following is an example outputting and piping the results to a YAML file.
$ optuna ask --storage sqlite:///mystorage.db \
    --study-name mystudy \
    --sampler TPESampler \
    --sampler-kwargs '{"multivariate": true}' \
    --search-space '{"x": {"name": "UniformDistribution", "attributes": {"low": 0.0, "high": 1.0}}, "y": {"name": "CategoricalDistribution", "attributes": {"choices": ["foo", "bar"]}}}' \
    --direction minimize \
    --out yaml \
    > out.yaml
[I 2021-07-30 15:56:50,774] A new study created in RDB with name: mystudy
</tr></table> 

... (truncated)

Commits

baf687c Merge pull request #2839 from hvy/bump-to-v2.9.1
f211a8d Merge pull request #2838 from hvy/fix-ask-tell-cli-log-backport
c3448a9 Bump to v2.9.1
674c97c Remove storage URI from ask and tell subcommands
da23618 Merge pull request #2828 from hvy/bump-to-v2.9.0
3146812 Bump to v2.9.0
8ee931a Merge pull request #2816 from not522/tpe-speedup
85efebd Rename config_vals -> config_values
f1cf51d Merge pull request #2811 from hvy/storage-fail-with-callback
72a76bf Merge pull request #2823 from hvy/cliff-deferred-help
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Bumps [optuna](https://github.com/optuna/optuna) from 2.6.0 to 2.9.1. - [Release notes](https://github.com/optuna/optuna/releases) - [Commits](optuna/optuna@v2.6.0...v2.9.1) --- updated-dependencies: - dependency-name: optuna dependency-type: direct:production update-type: version-update:semver-minor ... Signed-off-by: dependabot[bot] <[email protected]>

dependabot · 2021-10-04T17:50:24Z