Ujval Misra
ca651af1d7
[tune] Async restores and S3/GCP-capable trial FT ( #6376 )
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* Initial commit for asynchronous save/restore
* Set stage for cloud checkpointable trainable.
* Refactor log_sync and sync_client.
* Add durable trainable impl.
* Support delete in cmd based client
* Fix some tests and such
* Cleanup, comments.
* Use upload_dir instead.
* Revert files belonging to other PR in split.
* Pass upload_dir into trainable init.
* Pickle checkpoint at driver, more robust checkpoint_dir discovery.
* Cleanup trainable helper functions, fix tests.
* Addressed comments.
* Fix bugs from cluster testing, add parameterized cluster tests.
* Add trainable util test
* package_ref
* pbt_address
* Fix bug after running pbt example (_save returning dir).
* get cluster tests running, other bug fixes.
* raise_errors
* Fix deleter bug, add durable trainable example.
* Fix cluster test bugs.
* filelock
* save/restore bug fixes
* .
* Working cluster tests.
* Lint, revert to tracking memory checkpoints.
* Documentation, cleanup
* fixinitialsync
* fix_one_test
* Fix cluster test bug
* nit
* lint
* Revert tune md change
* Fix basename bug for directories.
* lint
* fix_tests
* nit_fix
* Add __init__ file.
* Move to utils package
Co-authored-by: Richard Liaw <rliaw@berkeley.edu>
2020-01-02 20:40:53 -08:00
Richard Liaw
1eaa57c98f
[tune] Distributed example + walkthrough ( #5157 )
2019-08-02 09:17:20 -07:00
Adi Zimmerman
36b71d1446
[Tune] Post-Experiment Tools ( #4351 )
2019-05-04 02:51:26 -04:00
Richard Liaw
e0fbb68e47
[tune] Custom Logging, Trial Name ( #3465 )
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Adds support for custom loggers, custom trial strings, and custom sync commands. Closes #3034 , #2985 , and #3390 .
2018-12-11 13:41:59 -08:00
Eric Liang
412aaa5195
[tune] Deprecate ambiguous function values (use tune.function / tune.sample_from instead) ( #3457 )
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* wip
* exclude
2018-12-06 11:35:20 -08:00
Richard Liaw
c3a2c7ebed
[tune] Doc: Autofilled, StatusReporter ( #3294 )
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* autofill and revise doc page for things
* lint
* comments
2018-11-13 13:15:56 -08:00
Richard Liaw
62d0698097
[tune] Tune Facelift ( #2472 )
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This PR introduces the following changes:
* Ray Tune -> Tune
* [breaking] Creation of `schedulers/`, moving PBT, HyperBand into a submodule
* [breaking] Search Algorithms now must take in experiment configurations via `add_configurations` rather through initialization
* Support `"run": (function | class | str)` with automatic registering of trainable
* Documentation Changes
2018-08-19 11:00:55 -07:00
