Improve parallelization document #6123
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Co-authored-by: Hideaki Imamura <[email protected]> Update tutorial/10_key_features/004_distributed.py Co-authored-by: Hideaki Imamura <[email protected]> Update tutorial/10_key_features/004_distributed.py Co-authored-by: Hideaki Imamura <[email protected]> Apply suggestions from code review Co-authored-by: Hideaki Imamura <[email protected]> Update tutorial/10_key_features/004_distributed.py Co-authored-by: Hideaki Imamura <[email protected]>
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@sawa3030 Could you review this PR? |
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sawa3030
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Jun 12, 2025
Co-authored-by: Eri Sawada <[email protected]>
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sawa3030
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| .. _multi-thread-optimization: | ||
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| Multi-thread Optimization |
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The current titles seem to follow this pattern:
- Multi-thread Optimization
- Multi-process Optimization with JournalStorage
- Multi-node Optimization
- GRPC Proxy Storage
To make them more consistent, how about updating them to:
- Multi-thread Optimization
- Multi-process Optimization with JournalStorage
- Multi-node Optimization with RDBStorage
- Multi-node Optimization with GrpcStorageProxy
sawa3030
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Jun 13, 2025
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Motivation
The Easy Parallelization section of the Optuna documentation is somewhat outdated.
To improve its clarity and usefulness, I have updated the content by adding additional descriptions and illustrative diagrams.
These changes aim to better reflect current best practices for multi-threaded, multi-process, and multi-node optimization in Optuna.
Description of the changes