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48 Commits

Author SHA1 Message Date
Eric Liang 519354a39a [api] Initial API deprecations for Ray 1.0 (#10325) 2020-08-28 15:03:50 -07:00
Amog Kamsetty 0aec4cbccb [Tune] Update PBT Transformers Example (#10289) 
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
Amog Kamsetty 8c0503ddd3 [Tune] Convert PBT DCGAN Example to Function API (#10246) 
Co-authored-by: Richard Liaw <rliaw@berkeley.edu>
 2020-08-25 22:34:19 -07:00
krfricke 5a787a8253 [tune] added FAQ to docs (#10222) 
Co-authored-by: Richard Liaw <rliaw@berkeley.edu>
 2020-08-24 21:51:02 -07:00
Richard Liaw 6bd5458bef [tune] cleanup error messaging/diagnose_serialization helper (#10210) 2020-08-22 11:50:49 -07:00
Richard Liaw 927a073226 [tune] Update node syncing documentation (#10126) 2020-08-17 18:08:27 -07:00
krfricke 8f0f7371a0 [tune] Added Kubernetes syncer and sync client (#10097) 
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
Amog Kamsetty f87a4aa45d [Tune] Pbt Function API (#9958) 
* 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
krfricke 16486a8df3 [tune] Add OptunaSearcher wrapper around Optuna samplers (#10044) 
Co-authored-by: Richard Liaw <rliaw@berkeley.edu>
Co-authored-by: Kai Fricke <kai@anyscale.com>
 2020-08-12 16:13:22 -07:00
Amog Kamsetty 4f8fef134e [Tune] Remove checkpoint_at_end from tune+serve docs (#10034) 2020-08-11 09:05:57 -07:00
Barak Michener 8e76796fd0 ci: Redo format.sh --all script & backfill lint fixes (#9956) 2020-08-07 16:49:49 -07:00
krfricke dee3322ab0 [tune] Ray Tune + Serve end-to-end integration example (#9908) 
Co-authored-by: Kai Fricke <kai@anyscale.com>
 2020-08-07 15:32:49 -07:00
krfricke 0ef8224446 [tune] PBT replay utility scheduler (#9953) 
Co-authored-by: Kai Fricke <kai@anyscale.com>
 2020-08-07 12:41:49 -07:00
Amog Kamsetty 5af7d24f66 [Tune] Transformer blog example (#9789) 
Co-authored-by: Kai Fricke <kai@anyscale.com>
 2020-08-04 22:05:01 -07:00
Richard Liaw c6404e8cf6 [tune] Search alg checkpointing during training (#9803) 
Co-authored-by: krfricke <krfricke@users.noreply.github.com>
 2020-08-03 15:07:31 -07:00
krfricke c741d1cf9c [tune] stdout/stderr logging redirection (#9817) 
* Add `log_to_file` parameter, pass to Trainable config, redirect stdout/stderr.

* Add logging handler to root ray logger

* Added test for `log_to_file` parameter

* Added logs, reuse test

* Revert debug change

* Update logdir on reset, flush streams after each train() step

* Remove magic keys from visible config

Co-authored-by: Kai Fricke <kai@anyscale.com>
 2020-08-03 11:18:34 -07:00
krfricke 619e44e54a [tune] Added WandbLogger (#9725) 
Co-authored-by: Richard Liaw <rliaw@berkeley.edu>
Co-authored-by: Kai Fricke <kai@anyscale.com>
 2020-07-30 13:09:03 -07:00
Richard Liaw 0c3b9ebeef [tune/sgd] Document func_trainable and add checkpoint context (#9739) 
Co-authored-by: krfricke <krfricke@users.noreply.github.com>
Co-authored-by: Amog Kamsetty <amogkam@users.noreply.github.com>
 2020-07-30 09:46:37 -07:00
Bill Chambers 067c2752f8 [TUNE] Tune Docs re-organization (#9600) 
Co-authored-by: Richard Liaw <rliaw@berkeley.edu>
 2020-07-29 11:22:44 -07:00
Amog Kamsetty 03709d67cb [Tune Docs] Logging doc fix (#9691) 2020-07-24 11:20:52 -07:00
Richard Liaw a49eb1d168 [tune] survey (#9670) 2020-07-24 11:08:05 -07:00
krfricke 5a40299d42 [tune] extend PTL template (GPU, typing fixes, tensorboard) (#9451) 
Co-authored-by: Kai Fricke <kai@anyscale.com>
 2020-07-15 10:30:20 -07:00
krfricke deba082cb4 [tune] PyTorch CIFAR10 example (#9338) 
Co-authored-by: Richard Liaw <rliaw@berkeley.edu>
Co-authored-by: Kai Fricke <kai@anyscale.com>
 2020-07-13 23:16:05 -07:00
Richard Liaw a567f7977c [tune] Put examples under proper version control (#9427) 
Co-authored-by: krfricke <krfricke@users.noreply.github.com>
 2020-07-13 18:01:10 -07:00
Richard Liaw 139d21e068 [tune] Docs for tune-sklearn (#9129) 
Co-authored-by: krfricke <krfricke@users.noreply.github.com>
 2020-07-06 15:35:10 -07:00
Richard Liaw b71c912da7 [tune] Fix up examples (#9201) 2020-07-05 01:16:20 -07:00
Richard Liaw d35f0e40d0 [tune] Use public methods for trainable (#9184) 2020-07-01 11:00:00 -07:00
krfricke e0b6984dce [tune] pytorch lightning template and walkthrough (#9151) 
Co-authored-by: Kai Fricke <kai@anyscale.com>
 2020-06-29 16:52:07 -07:00
Richard Liaw 56d934bc18 [docs] Revised Cluster documentation (#9062) 
Co-authored-by: Edward Oakes <ed.nmi.oakes@gmail.com>
 2020-06-26 09:29:22 -07:00
krfricke 22ea8dde84 [Tune] Added XGBoost tutorial and template (#9060) 
* Added XGBoost tutorial and template

* XGBoost tutorial: Cut some clutter

* Apply suggestions from code review

Co-authored-by: Richard Liaw <rliaw@berkeley.edu>

* Added XGboost logo

* Fixed further references

Co-authored-by: Kai Fricke <kai@anyscale.com>
Co-authored-by: Richard Liaw <rliaw@berkeley.edu>
 2020-06-25 15:59:54 -07:00
ElektroChan89 4bc1d7c043 [docs] Update grid_random.rst (#9102) 2020-06-24 12:36:42 -07:00
goulou 9b4428c668 [ASHA][docs] Change default value of "brackets" (#9101) 
Closes #9058
 2020-06-23 14:43:27 -07:00
Ian Rodney 069b121cc1 [docs] Remove Old warning about IOCTL (#8977) 2020-06-16 18:14:53 -07:00
Richard Liaw 6c49c01837 [tune] Function API checkpointing (#8471) 
Co-authored-by: krfricke <krfricke@users.noreply.github.com>
 2020-06-15 10:42:54 -07:00
Richard Liaw 91d55f52ab [docs] Why Tune? (#8790) 
Co-authored-by: Sumanth Ratna <sumanthratna@gmail.com>
 2020-06-11 11:23:36 -07:00
Amog Kamsetty 9410e5884d [Tune] Parametrize Cloud Syncing Frequency (#8771) 2020-06-04 18:55:50 -07:00
Richard Liaw b6c4f45ae0 [tune] Fix links (#8477) 2020-05-18 10:08:29 -07:00
Richard Liaw 87cbf2aedd [docs][tune] Make search algorithm, scheduler docs better! (#8179) 2020-05-17 12:19:44 -07:00
Richard Liaw 67c01455fe [tune] tune.track -> tune.report (#8388) 2020-05-16 12:55:08 -07:00
Eric Liang eabb801a40 less important (#8439) 2020-05-13 22:52:38 -07:00
Richard Liaw be5235d982 [tune] Clarify Intro Tune Documentation (#8201) 2020-04-27 18:01:00 -07:00
Richard Liaw 87557a00fa [tune] Refactor search algorithms (#7037) 
* start refactoring of search algorithms

* format

* needs tests

* fix

* suggestions

* Fix PBT

* lint

* refactoring

* hyperopt_working

* dragonfly

* hyperopt

* change_half_of_algs

* save

* code-removed

* remove_lots_of_unneccessary

* changes

* formatting

* suggest

* reset

* rm

* tests

* search-change

* exception

* refactor-doc

* search

* py

* moredocs

* Update doc/source/tune-searchalg.rst

* concurrency

* max

* tune

* betterwarning

* bohb

* tests

* test-change

Co-authored-by: ujvl <misraujval@gmail.com>
 2020-04-27 08:51:13 -07:00
Richard Liaw b506f87117 [tune] New Doc edits, add Concepts page (#8083) 
Co-Authored-By: Sven Mika <sven@anyscale.io>
 2020-04-25 18:25:56 -07:00
Richard Liaw 4d8bf5635d [hotfix] Lint formatting for new Tune optimizer ZOOpt (#8040) 
* formatting

* removedill

* lint
 2020-04-16 09:24:30 -07:00
Simon Mo 7455610d5a Serve Doc: Quickstart (#7940) 2020-04-15 12:25:37 -07:00
Richard Liaw e97adba6ac [autoscaler] Improve argument handling for submit (#7986) 
* docs

* Apply suggestions from code review

Co-Authored-By: Kristian Hartikainen <kristian.hartikainen@gmail.com>

* ok

Co-authored-by: Kristian Hartikainen <kristian.hartikainen@gmail.com>
 2020-04-13 15:53:42 -07:00
Richard Liaw a67edc4051 [tune] Improve user guides and API docs (#7716) 
* create guide gallery for Tune

* mods

* ok

* fix

* fix_up_gallery

* ok

* Apply suggestions from code review

Co-Authored-By: Sven Mika <sven@anyscale.io>

* Apply suggestions from code review

Co-Authored-By: Sven Mika <sven@anyscale.io>

Co-authored-by: Sven Mika <sven@anyscale.io>
 2020-04-06 12:16:35 -07:00
Richard Liaw e311013afd [tune] Reformat Sections of API Reference (#7706) 
* moveit

* moveit

* docstrings to ref

* Update tune-usage.rst

Co-authored-by: Sven Mika <sven@anyscale.io>
 2020-03-23 12:23:21 -07:00