8b3f79f307
[tune] refactor and add examples ( #11931 )
2020-11-14 20:43:28 -08:00
0c1bdaef59
[tune] TensorFlow Distributed Trainable ( #11876 )
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Co-authored-by: Richard Liaw <rliaw@berkeley.edu >
2020-11-10 14:59:08 -08:00
603accf1c2
[tune] logger refactor part 3: Add ExperimentLogger class ( #11749 )
2020-11-05 08:55:38 -08:00
efa07d5403
Revert "Revert "[tune] PB2 ( #11466 )" ( #11795 )" ( #11812 )
2020-11-04 20:47:12 -08:00
7248d5f4ae
Revert "[tune] PB2 ( #11466 )" ( #11795 )
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This reverts commit e7aafd7d24
2020-11-03 21:05:00 -08:00
f7b19c41e3
[tune] logger refactor part 1: move classes and utilities to own files ( #11746 )
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* [tune] logger refactor part 1: move classes and utilities to own files
* Fix circular dependency
* Remove uneeded pretty print copy
* Apply suggestions from code review
2020-11-03 07:48:09 -08:00
e7aafd7d24
[tune] PB2 ( #11466 )
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Co-authored-by: Sumanth Ratna <sumanthratna@gmail.com >
Co-authored-by: Amog Kamsetty <amogkamsetty@yahoo.com >
Co-authored-by: Amog Kamsetty <amogkam@users.noreply.github.com >
Co-authored-by: Richard Liaw <rliaw@berkeley.edu >
2020-10-27 01:03:21 -07:00
b02e61f672
[minor] fix up docs ( #11596 )
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Signed-off-by: Richard Liaw <rliaw@berkeley.edu >
2020-10-26 12:19:03 -07:00
1b357533b1
[tune] Try to enable PTL, SKlearn tests ( #11542 )
2020-10-24 01:08:46 -07:00
e7aa6441b7
[tune] a tiny ptl example ( #11497 )
2020-10-22 18:50:34 -07:00
73fa94731f
[tune] Add HDFS as Cloud Sync Client ( #11524 )
2020-10-22 14:12:51 -07:00
a4b418d30c
[docs] update cloud docs ( #11262 )
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* update-cloud-docs
Signed-off-by: Richard Liaw <rliaw@berkeley.edu >
* Update doc/source/cluster/config.rst
Co-authored-by: Ian Rodney <ian.rodney@gmail.com >
* fix
Signed-off-by: Richard Liaw <rliaw@berkeley.edu >
* fix
Signed-off-by: Richard Liaw <rliaw@berkeley.edu >
Co-authored-by: Ian Rodney <ian.rodney@gmail.com >
2020-10-21 16:37:26 -07:00
2f74fe5b71
[tune/docs] Add PTL example to tune docs/examples ( #11474 )
2020-10-19 14:47:58 -07:00
92a58aabce
[tune][docs] Fix learning rate bounds in FAQ ( #11345 )
2020-10-12 09:44:53 -07:00
56f858ed1a
[tune][docs/util] gputil check, docs ( #11260 )
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Co-authored-by: Amog Kamsetty <amogkam@users.noreply.github.com >
2020-10-10 00:54:31 -07:00
b450cb030a
[tune] reuse actors for function API ( #11230 )
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Co-authored-by: Kristian Hartikainen <kristian.hartikainen@gmail.com >
2020-10-08 16:15:02 -07:00
14d8826e43
Fix overriden typo ( #11227 )
2020-10-07 19:11:07 -07:00
3b76def2d2
[Docs] [Tune] Add NeuroCard to open source projects using Tune ( #11213 )
2020-10-06 14:22:32 -07:00
681c24754a
[tune] Example for using huggingface hyperparamer_search API ( #11158 )
2020-10-01 16:00:57 -07:00
bdf647c4ec
[tune] docker syncer ( #11035 )
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* Add DockerSyncer
* Add docs
* Update python/ray/tune/integration/docker.py
Co-authored-by: Richard Liaw <rliaw@berkeley.edu >
* Updated docs
* fix dir
* Added docker integration test
* added docker integration test to bazel build
* Use sdk.rsync API
Co-authored-by: Richard Liaw <rliaw@berkeley.edu >
2020-10-01 11:59:23 -07:00
98ebf8e2d8
[tune][docs] fix typo in Tune FAQ ( #11161 )
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* Fix typo in tune FAQ (used to use)
* Update doc/source/tune/_tutorials/_faq.rst
Co-authored-by: Richard Liaw <rliaw@berkeley.edu >
2020-10-01 11:20:41 -07:00
c77cfaa5ad
[tune] use dated experiment dir per default ( #11104 )
2020-09-30 14:43:59 -07:00
b8f344f695
[tune] add faq entry for reproducing experiments (setting seeds etc) ( #11106 )
2020-09-29 14:48:39 -07:00
e7315b0856
[tune] Callbacks for tune runs ( #11001 )
2020-09-27 16:50:07 -07:00
a563344bc2
[docs] remove ref to google groups -> github discussions ( #11019 )
2020-09-24 18:09:51 -07:00
d9c4dea7cf
[tune] strict metric checking ( #10972 )
2020-09-24 10:00:48 -07:00
f42ab54112
[Docs] [Tune] Fix Tune Quick Start docs ( #10996 )
2020-09-24 00:28:01 -07:00
50d63b8077
[tune] update pt tutorial docs ( #10925 )
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Co-authored-by: Richard Liaw <rliaw@berkeley.edu >
2020-09-21 13:33:37 -07:00
b0ca70f628
[tune+core] tune lifecycle and starting ray guide ( #10813 )
2020-09-21 11:27:50 -07:00
508cfa3540
[tune] Support yield and return statements ( #10857 )
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* Support `yield` and `return` statements in Tune trainable functions
* Support anonymous metric with ``tune.report(value)``
* Raise on invalid return/yield value
* Fix end to end reporter test
2020-09-17 20:18:35 -07:00
6edacb22b8
Fix abstraction violations in command_runner interface ( #10715 )
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* Fix abstraction violations in command_runner interface
* user guide
* lint
* breaking abstraction in commands
* extra initialization commands
* more cleanup
* small fixes
* fix test_integration_kubernetes.py
* lint
Co-authored-by: root <root@ip-172-31-28-155.us-west-2.compute.internal >
Co-authored-by: Ameer Haj Ali <ameerhajali@Ameers-MacBook-Pro.local >
2020-09-14 20:28:38 -07:00
017737b82b
[Documentation] local_mode doc updates and actor / worker explanation from Slack ( #10748 )
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* wip
* Update local mode docs in all locations
* Update doc/source/actors.rst
Co-authored-by: Richard Liaw <rliaw@berkeley.edu >
* Update doc/source/actors.rst
Co-authored-by: Richard Liaw <rliaw@berkeley.edu >
* Change duplicated text to links to a subtitle for local_mode
* change a reference to be explicit
* Apply suggestions from code review
Co-authored-by: Max Fitton <max@semprehealth.com >
Co-authored-by: Richard Liaw <rliaw@berkeley.edu >
2020-09-14 13:19:38 -07:00
5bc2ba38fd
[docker] Detect CPUs in container correctly ( #10507 )
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Co-authored-by: simon-mo <simon.mo@hey.com >
Co-authored-by: Richard Liaw <rliaw@berkeley.edu >
Co-authored-by: Alex Wu <itswu.alex@gmail.com >
2020-09-13 23:40:48 -07:00
7eaf063f29
[tune] wrapper function to pass arbitrary objects through the object store to trainables ( #10679 )
2020-09-10 17:39:44 -07:00
153813936b
[tune] auto infer metrics ( #10663 )
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Co-authored-by: Kai Fricke <krfricke@users.noreply.github.com >
Co-authored-by: Kai Fricke <kai@anyscale.com >
2020-09-09 09:53:47 -07:00
d7c7aba99c
[tune] Tune experiment analysis improvements ( #10645 )
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Co-authored-by: Richard Liaw <rliaw@berkeley.edu >
2020-09-08 21:00:52 -07:00
756a9ea641
[tune] add mode/metric parameters to tune.run ( #10627 )
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Co-authored-by: Richard Liaw <rliaw@berkeley.edu >
2020-09-08 17:06:21 -07:00
088f8ebb69
[tune] Add algorithms for search space conversion ( #10621 )
2020-09-07 13:44:16 -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
34bda32054
[tune/serve] Fix tune/serve integration script broken by serve API change ( #10586 )
2020-09-04 17:11:58 -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
89bf262130
[tune] Fix lr typo in FAQ ( #10548 )
2020-09-03 13:37:39 -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
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
f3f698816d
[tune] Added PyTorch Lightning callbacks to integrations ( #10220 )
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Co-authored-by: Richard Liaw <rliaw@berkeley.edu >
2020-08-31 15:30:48 -07:00
Richard Liaw