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145 commits

Author SHA1 Message Date
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