088f8ebb69
[tune] Add algorithms for search space conversion ( #10621 )
2020-09-07 13:44:16 -07:00
c5e9bafe15
[tune] Fix flaky test in test_sample ( #10602 )
2020-09-06 10:29:48 -07:00
551c597312
[tune] API revamp fix ( #10518 )
2020-09-05 15:34:53 -07:00
54215ff287
[tune] implement shim instantiation ( #10456 )
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* Create ray.tune.suggest.create.create_scheduler
* Update __init__.py
* Resolve conflict in __init__.py
* Create ray.tune.schedulers.create.create_scheduler
* Update __init__.py
* Move create_scheduler to tune.schedulers.__init__
* Move create_searcher to tune.suggest.__init__
* Delete tune.suggest.create
* Delete tune.schedulers.create
* Update imports for shim functions in tune.__init__
* Remove shim from tune.suggest.__init__.__all__
* Remove shim from tune.schedulers.__init__.__all__
* Add ShimCreationTest
* Move ShimCreationTest to test_api
* Delete test_shim.py
* Add docstring for ray.tune.create_scheduler
* Add docstring to ray.tune.create_searcher
* Fix typo in ray.tune.create_scheduler docstring
* Fix lint errors in tune.schedulers.__init__
* Fix lint errors in tune.suggest.__init__
* Fix lint errors in tune.suggest.__init__
* Fix lint errors in tune.schedulers.__init__
* Fix imports in test_api
* Fix lint errors in test_api
* Fix kwargs in create_searcher
* Fix kwargs in create_scheduler
* Merge branch 'master' into shim-instantiation
* Update use-case in docs in tune.create_scheduler
* Update use-case in docs in tune.create_searcher
* Remove duplicate pytest run from test_api
* Add check to create_searcher
Co-authored-by: Richard Liaw <rliaw@berkeley.edu >
* Add check to create_scheduler
* lint
* Compare types of instances in test_api
Co-authored-by: Richard Liaw <rliaw@berkeley.edu >
* Add tune.create_searcher to docs
* Fix doc build
* Fix tests
* Add tune.create_scheduler to docs
* Fix tests
* Fix lint errors
* Update Ax search for master
* Fix metric kwarg for Ax in test_api
* Fix doc build
* Fix HyperOptSearch import in test_api
* Fix HyperOptSearch import in create_searcher
Co-authored-by: Richard Liaw <rliaw@berkeley.edu >
2020-09-05 09:36:42 -07:00
2fac66650d
[tune] extend search space api docs ( #10576 )
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Co-authored-by: Richard Liaw <rliaw@berkeley.edu >
2020-09-04 18:39:51 -07:00
6b6780a108
[tune] Allow trials to remain paused in BOHB ( #10531 )
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Co-authored-by: Richard Liaw <rliaw@berkeley.edu >
2020-09-04 15:29:33 -07:00
2e49e22f21
[tune] Add test_sample to bazel BUILD ( #10566 )
2020-09-04 09:09:02 -07:00
5c3d4a6670
[tune] added MXNet integration callbacks ( #10533 )
2020-09-03 18:06:44 -07:00
43a7a64b30
[tune] horovod trainable ( #10304 )
2020-09-03 16:53:35 -07:00
91535e9102
[tune] Refactored Keras integration callbacks ( #10509 )
2020-09-03 10:16:08 -07:00
06af62ba91
[tune] refactor tune search space ( #10444 )
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* Added basic functionality and tests
* Feature parity with old tune search space config
* Convert Optuna search spaces
* Introduced quantized values
* Updated Optuna resolving
* Added HyperOpt search space conversion
* Convert search spaces to AxSearch
* Convert search spaces to BayesOpt
* Added basic functionality and tests
* Feature parity with old tune search space config
* Convert Optuna search spaces
* Introduced quantized values
* Updated Optuna resolving
* Added HyperOpt search space conversion
* Convert search spaces to AxSearch
* Convert search spaces to BayesOpt
* Re-factored samplers into domain classes
* Re-added base classes
* Re-factored into list comprehensions
* Added `from_config` classmethod for config conversion
* Applied suggestions from code review
* Removed truncated normal distribution
* Set search properties in tune.run
* Added test for tune.run search properties
* Move sampler initializers to base classes
* Add tune API sampling test, fixed includes, fixed resampling bug
* Add to API docs
* Fix docs
* Update metric and mode only when set. Set default metric and mode to experiment analysis object.
* Fix experiment analysis tests
* Raise error when delimiter is used in the config keys
* Added randint/qrandint to API docs, added additional check in tune.run
* Fix tests
* Fix linting error
* Applied suggestions from code review. Re-aded tune.function for the time being
* Fix sampling tests
* Fix experiment analysis tests
* Fix tests and linting error
* Removed unnecessary default_config attribute from OptunaSearch
* Revert to set AxSearch default metric
* fix-min-max
* fix
* nits
* Added function check, enhanced loguniform error message
* fix-print
* fix
* fix
* Raise if unresolved values are in config and search space is already set
Co-authored-by: Richard Liaw <rliaw@berkeley.edu >
2020-09-03 09:06:13 -07:00
57c4183724
[tune] add xgboost callbacks to integration module ( #10502 )
2020-09-02 11:16:09 -07:00
3b10b67a15
[tune] SigOpt multi-objective search + experiments ( #10457 )
2020-09-01 16:22:29 -07:00
1dd55f4b07
[tune] remove callbacks from config in wandb logger initialization ( #10441 )
2020-09-01 14:26:39 -07:00
3f98a8bfcb
[docs] Fix warnings for sphinx 1.8 ( #10476 )
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* fix-build-for-sphinx18
* jnilit
2020-09-01 13:37:35 -07:00
09d4a3241f
[tune] Support true pooling and batched concurrency ( #10352 )
2020-09-01 10:33:49 -07:00
f3f698816d
[tune] Added PyTorch Lightning callbacks to integrations ( #10220 )
...
Co-authored-by: Richard Liaw <rliaw@berkeley.edu >
2020-08-31 15:30:48 -07:00
d8e7b144e4
[tune] avoid distributed error message ( #10387 )
2020-08-31 15:29:43 -07:00
5774e1ce88
[tune/rllib/wandb] Flatten result dict so that nested result dicts are shown in W&B logger ( #10429 )
2020-08-31 15:28:46 -07:00
bac8f14739
[tune] Use isinstance instead of type in assert in HyperOptSearch ( #10454 )
2020-08-31 15:26:55 -07:00
efa1d51aea
[tune] Added external PyTorch tutorial test ( #10192 )
2020-08-31 15:24:31 -07:00
25f5614691
[tune] Rrk/sigopt_searcher_improvements ( #10446 )
2020-08-31 13:15:12 -07:00
afde3db4f0
[Tune] Synchronous Mode for PBT ( #10283 )
2020-08-31 00:00:47 -07:00
cb438be146
[core] Move log_to_driver back to public ( #10422 )
2020-08-29 16:35:14 -07:00
2a204260a8
[api] Second round of 1.0 API changes: exceptions, num_return_vals ( #10377 )
2020-08-28 19:57:02 -07:00
519354a39a
[api] Initial API deprecations for Ray 1.0 ( #10325 )
2020-08-28 15:03:50 -07:00
0d22c0b653
[tune] Avoid recreating actor multiple times ( #10374 )
2020-08-27 18:02:26 -07:00
f75dfd60a3
[api] API deprecations and cleanups for 1.0 (internal_config and Checkpointable actor) ( #10333 )
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* remove
* internal config updates, remove Checkpointable
* Lower object timeout default
* remove json
* Fix flaky test
* Fix unit test
2020-08-27 10:19:53 -07:00
0aec4cbccb
[Tune] Update PBT Transformers Example ( #10289 )
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Co-authored-by: Richard Liaw <rliaw@berkeley.edu >
Co-authored-by: krfricke <krfricke@users.noreply.github.com >
2020-08-27 08:25:05 -07:00
53ab228b75
[tune] Fix log to file on actor reuse ( #10363 )
2020-08-27 08:22:19 -07:00
4e9888ce2f
[RLlib] Dreamer ( #10172 )
2020-08-26 13:24:05 +02:00
8c0503ddd3
[Tune] Convert PBT DCGAN Example to Function API ( #10246 )
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Co-authored-by: Richard Liaw <rliaw@berkeley.edu >
2020-08-25 22:34:19 -07:00
87ed20738e
[tune] Add on_pause, on_unpause to ConcurrencyLimiter ( #10320 )
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Co-authored-by: Richard Liaw <rliaw@berkeley.edu >
2020-08-25 22:33:17 -07:00
146d91385c
[tune] custom trial directory name ( #10214 )
2020-08-25 12:52:54 -07:00
6bd5458bef
[tune] cleanup error messaging/diagnose_serialization helper ( #10210 )
2020-08-22 11:50:49 -07:00
24ee496b89
[tune] support rerunning failed trials ( #10060 )
2020-08-22 09:59:05 -07:00
c31876002d
[tune/rllib] made wandb compatible with rllib trainables ( #10252 )
2020-08-21 17:25:52 -07:00
8d466749ee
[Tune] PBT hyperparam_mutations fix ( #10217 )
2020-08-20 12:02:29 -07:00
44e254788a
[Tune] PBT hyperparam_mutations improvements ( #10170 )
2020-08-19 16:50:19 -07:00
aff7f19360
[tune] Added logger_config field ( #8521 )
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Co-authored-by: Richard Liaw <rliaw@berkeley.edu >
2020-08-18 11:10:22 -07:00
d3bac298d5
[Tune] PBT Error if metric not available ( #9957 )
2020-08-17 16:12:14 -07:00
8f0f7371a0
[tune] Added Kubernetes syncer and sync client ( #10097 )
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Co-authored-by: Edward Oakes <ed.nmi.oakes@gmail.com >
Co-authored-by: Richard Liaw <rliaw@berkeley.edu >
Co-authored-by: Kai Fricke <kai@anyscale.com >
2020-08-16 14:09:28 -07:00
f87a4aa45d
[Tune] Pbt Function API ( #9958 )
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* adding function convnet example
* add unit test
* update test
* update example
* wip
* move error from experiment to tune
* wip
* Fix checkpoint deletion
* updating code
* adding smoke test
* updating pbt guide
* formatting
* fix build
* add best checkpoint analysis util
* update test
* add comments
* remove class api
* fix example
* add setup and teardown to tests
* formatting
* Update python/ray/tune/tests/test_trial_scheduler_pbt.py
Co-authored-by: Kai Fricke <kai@anyscale.com >
Co-authored-by: Richard Liaw <rliaw@berkeley.edu >
2020-08-14 17:52:30 -07:00
5898248645
[Tune] Update PBT Transformer Test ( #10081 )
2020-08-13 12:23:03 -07:00
16486a8df3
[tune] Add OptunaSearcher wrapper around Optuna samplers ( #10044 )
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Co-authored-by: Richard Liaw <rliaw@berkeley.edu >
Co-authored-by: Kai Fricke <kai@anyscale.com >
2020-08-12 16:13:22 -07:00
7a8b922841
[tune] hotfix log_once ( #10069 )
2020-08-12 12:40:22 -07:00
f1ede1099f
[Hotfix] Pin opencv-python-headless==4.3.0.36 ( #10049 )
2020-08-11 15:58:18 -07:00
221fdc0774
[tune] fix flaky PBT replay test ( #10047 )
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Co-authored-by: Kai Fricke <kai@anyscale.com >
2020-08-11 14:17:31 -07:00
98df612010
[tune] option to raise on error ( #10030 )
2020-08-11 09:59:04 -07:00
856d4a0533
[Tune] Better error when using checkpoint_freq ( #9998 )
2020-08-10 13:52:46 -07:00
Kai Fricke