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750 commits

Author SHA1 Message Date
Ujval Misra
ed9de8b2fa [tune] Expose progress reporter to users (#6915) 
* Pluggable progress reporter

* Fix types

* Fix bug, address comments

* lint

* Add convenience function and test

* lint

* Use trials instead of trial_runner

* Add docs

* Update docs

* Fix doc examples

* More doc updates

* Address comments, add configurable frequency

* use reward
 2020-01-25 12:28:05 -08:00
Eric Liang
6bb30c9f1b fix links (#6883) 2020-01-22 01:06:07 -08:00
Richard Liaw
2b0e93586f
[autoscaler] Auto-replace "DEFAULT" with most recent DLAMI (#6848) 
* try_this

* fix

* actual fix

* default
 2020-01-21 13:54:04 -08:00
Frank Röder
dac6268c5b [tune] Fix broken link in Tune User Guide (#6866) 2020-01-21 10:21:14 -08:00
Sven Mika
c957ed58ed [RLlib] Implement PPO torch version. (#6826) 2020-01-20 23:06:50 -08:00
Eric Liang
14016535a5
[rllib] Add TF and Torch icons to show which are available for each algo (#6869) 2020-01-20 15:22:21 -08:00
Philipp Moritz
96e2c1ae74
[Projects] Add small tutorial for projects (#6641) 2020-01-20 09:33:41 -08:00
Richard Liaw
341ddd0a09
[tune] Default to TensorboardX and include in requirements. (#6836) 2020-01-19 01:49:33 -08:00
Eric Liang
a229bdf272
[rllib] Deprecate custom preprocessors (#6833) 
* deprecation warnings

* add log warn

* fix test
 2020-01-18 23:30:09 -08:00
Richard Liaw
c9a1810392
[doc] Add meetup link (temporary) (#6835) 2020-01-18 17:53:47 -08:00
Sven Mika
7659cae3ba [RLlib] Add PG torch regression test (#6828) 
* Add PG torch regression test to tuned_examples/regression_tests dir.

* Rename cartpole-pg.yaml into cartpole-pg-tf.yaml

* cartpole-pg-tf.yaml: Change cartpole-pg name of tuned_example to cartpole-pg-tf.
 2020-01-18 15:57:12 -08:00
Justin Terry
97bf79917c [RLlib] Update MADDPG example repo to maintained fork (#6831) 2020-01-18 13:08:27 -08:00
Sven Mika
e6227082bd [RLlib] Add torch flag to train.py (#6807) 2020-01-17 18:48:44 -08:00
Ameer Haj Ali
9f9c3f5026 adding context parameter for pool with a warning for not being supported (#6776) 2020-01-17 16:57:18 -06:00
Richard Liaw
a3a268435f
[docs] Edit survey links (#6777) 2020-01-17 11:52:04 -08:00
Richard Liaw
232be5a058
[sgd] fault tolerance for pytorch + revamp documentation (#6465) 2020-01-16 18:38:27 -08:00
Michael Luo
e5dded917c SAC site changes (#6759) 2020-01-09 18:13:42 -08:00
Eric Liang
69c5a2bc3c
Warn if OMP_NUM_THREADS is set (#6729) 2020-01-08 14:59:07 -08:00
Frithjof
872a3522aa Add machinable to list of projects using Tune (#6737) 2020-01-07 15:10:17 -08:00
Eric Liang
a6c8c342b7
Better document guarantees provided by par iter API (#6726) 
* update

* Update doc/source/iter.rst

Co-Authored-By: Edward Oakes <ed.nmi.oakes@gmail.com>

* Update doc/source/iter.rst

Co-Authored-By: Edward Oakes <ed.nmi.oakes@gmail.com>

Co-authored-by: Edward Oakes <ed.nmi.oakes@gmail.com>
 2020-01-07 14:41:50 -08:00
Robert Nishihara
5e43b25e8c
Document fault tolerance behavior. (#6698) 2020-01-06 22:34:06 -08:00
Simon Mo
6285851743
Add sphinx copy button (#6694) 
* Add sphinx copy button

* Update requirements-doc.txt

Co-authored-by: Robert Nishihara <robertnishihara@gmail.com>
 2020-01-04 19:31:49 -06:00
Ujval Misra
ca651af1d7 [tune] Async restores and S3/GCP-capable trial FT (#6376) 
* 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
Harrison Feng
57061a15cf [docs] configure.rst with --num-cpus (#6678) 
--num-cpus -> --num-gpus

Signed-off-by: Harrison Feng <feng.harrison@gmail.com>
 2020-01-02 20:33:41 -08:00
Eric Liang
895f2727fb
Add experimental parallel iterators API (#6644) 2020-01-02 13:45:26 -08:00
Michael Luo
1cb335487e SAC for Mujoco Environments (#6642) 2019-12-31 00:16:54 -08:00
Edward Oakes
2a66529fb7
Add multiprocessing.Pool API (#6194) 2019-12-29 21:40:58 -06:00
Eric Liang
677004ee3d
Add 'ray stat' command for debugging (#6622) 
* wip

* wip

* wip

* iterate

* move

* fix thread safety
 2019-12-28 14:40:32 -08:00
Robert Nishihara
96f2f8ff10 Stop testing Python 2.7 and building Python 2.7 wheels. (#6601) 2019-12-27 20:47:49 -08:00
Robert Nishihara
8724e5ffd5 Start WebUI by default. (#6493) 2019-12-27 13:49:07 -08:00
zhu-eric
65297e65f0 Experimental Actor Pool (#6055) 
* mod_table

* Example fix for gallery

* lint

* nit

* nit

* fix

* gallery

* remove table for now

* training, object store, tune, actors, advanced

* start tf code

* first cut tf

* yapf

* pytorch

* add torch example

* torch

* parallel

* tune

* tuning

* reviewsready

* finetune

* fix

* move_code

* update conf

* compile

* init hyperparameter

* Start images

* overview

* extra

* fix

* works

* update-ps-example

* param_actor

* fix

* examples

* simple

* simplify_pong

* flake8 and run hyperopt

* add comments

* add comments

* add suggestion

* add suggestion

* suggestions

* add suggestion

* add suggestions

* fixed in wrong area

* last edit

* finish changes

* add line

* format

* reset

* tests and docs

* fix tests

* bazelify

Co-authored-by: Richard Liaw <rliaw@berkeley.edu>
 2019-12-26 14:35:10 -08:00
micafan
b98b288ffd [GCS] Change GCS Test to cc_test (#6596) 2019-12-26 14:34:35 +08:00
Yuhao Yang
df4533c649 [tune] demo exporting trained models in pbt examples (#6533) 2019-12-26 02:14:49 +01:00
Edward Oakes
6b1a57542e
Add actor.__ray_kill__() to terminate actors immediately (#6523) 2019-12-23 23:12:57 -06:00
Edward Oakes
1b14fbe179 Hotfix ray download links in documentation (#6572) 2019-12-21 23:00:29 +01:00
Rong Rong
3af5fe60e7 modify developer tips page to add PR and CI tips (#6530) 2019-12-18 16:20:05 -08:00
Simon Mo
e530c37b0e
Use localhost and set redis password by default (#6481) 2019-12-17 19:41:19 -08:00
Eric Liang
6725a61bda
Release 0.8.0 test logs (#6512) 2019-12-17 15:56:50 -08:00
Eric Liang
1a1324d2a2
Bump version from 0.8.0.dev6 -> 0.9.0.dev (#6508) 2019-12-16 23:57:42 -08:00
Edward Oakes
8636d67b72 Improve release docs and add results from 0.7.7 (#6506) 
* Improve docs, add logs

* add logs

* microbenchmark

* lint
 2019-12-16 15:51:39 -08:00
Richard Liaw
5719a05757
[sgd] Add support for multi-model multi-optimizer training (#6317) 2019-12-15 15:19:45 -08:00
Philipp Moritz
f5d10eea0b
[Projects] Refactor cluster specification (#6488) 2019-12-14 22:43:06 -08:00
Yuhao Yang
ad4da17899 [Tune] Add example and tutorial for DCGAN (#6400) 2019-12-13 14:15:44 -08:00
Richard Liaw
4ff6ca89f4
[docs] slight doc modifications (#6466) 2019-12-13 10:38:17 -08:00
Maltimore
0ec613c95a [rllib] doc: fix typo: on_postprocess_batch -> on_postprocess_traj (#6438) 2019-12-11 15:00:53 -08:00
Dean Wampler
abb4fb3f8e Added small section on installation when using Anaconda. (#6427) 2019-12-11 10:23:41 -08:00
Ameer Haj Ali
1a9948eef9 Update rllib-examples.rst (#6396) 2019-12-08 16:21:50 -08:00
Victor Le
4e24c805ee AlphaZero and Ranked reward implementation (#6385) 2019-12-07 12:08:40 -08:00
Yuhao Yang
c327ae152f [doc] Update the test command in getting-involved. (#6347) 2019-12-07 11:03:52 -08:00
Edward Oakes
f63b64310a
Bump version to 0.8.0.dev7 (#6303) 2019-12-05 18:33:54 -08:00