Commit graph

1570 commits

Author SHA1 Message Date
Eric Liang
7e998db656
[rllib] Reduce concat memory usage, allow object store memory to be specified in init (#1529)
* c

* stop agents

* comment

* Sat Feb 10 02:33:30 PST 2018

* Sat Feb 10 02:33:39 PST 2018

* Update sample_batch.py

* Sun Feb 11 14:38:55 PST 2018

* add ppo config warn
2018-02-11 19:14:51 -08:00
Eric Liang
b6a06b81ed
[tune] Allow perturbations of categorical variables (#1507)
* categorical perturb

* Sat Feb  3 00:28:13 PST 2018

* explicitly clean up nested actors

* Sat Feb 10 02:21:57 PST 2018

* Sat Feb 10 02:22:29 PST 2018
2018-02-11 18:20:27 -08:00
eugenevinitsky
639df85fda updated multiagent docs (#1523)
* updated multiagent docs

* Update rllib.rst

* Update multiagent_mountaincar_env.py

* Update multiagent_pendulum_env.py
2018-02-11 16:35:03 -08:00
alvkao58
81a4be8f65 [rllib] Added vanilla policy gradient (#1497) 2018-02-10 13:54:51 -08:00
Philipp Moritz
1ab2e63dbd Tune transfer buffer size (#1363)
Increase buffsize from `4096` to `80*1024`.
2018-02-09 14:56:36 -08:00
Helen Che
62680011ee [DataFrame] Add implementation for get method (#1496)
* Add implementation for get method
Add tests for get method
Add implementation/tests for get_dtype_counts method
Add implementation/tests for get_ftype_counts method

* Add test fixtures

* Change method tests to fixtures

* Flake8
2018-02-08 22:12:03 -08:00
Eric Liang
41007722f9 [tune] improve s3 log sync (#1511) 2018-02-08 00:42:25 -08:00
Robert Nishihara
89db7841d2 Update arrow version. (#1512) 2018-02-07 23:05:16 -08:00
Devin Petersohn
fa37564511 [DataFrame] Implementation for head, idxmax, idxmin, pop, tail, and Ray Index (#1520)
* Adding head implementation

* Adding idxmax, idxmin, pop, tail

* Adding index skeleton

* Addressing reviewer comments

* Fixing tests to reflect Series constructor changes
2018-02-07 15:43:45 -08:00
Stephanie Wang
ff8e7f8259
Actor checkpointing for distributed actor handles (#1498)
* Expose calls to get and set the actor frontier

* Remove fields used for old checkpointing prototype, change actor_checkpoint_failed -> succeeded

* Prototype for actor checkpointing

* Filter out duplicate tasks on the local scheduler

* Clean up some of the Python checkpointing code

* More cleanups

* Documentation

* cleanup and fix unit test

* Allow remote checkpoint calls through actor handle

* Check whether object is local before reconstructing

* Enable checkpointing for distributed actor handles, refactor tests

* Fix local scheduler tests

* lint

* Address comments

* lint

* Skip tests that fail on new GCS

* style

* Don't put same object twice when setting the actor frontier

* Address Philipp's comments, cleaner fbs naming
2018-02-07 11:19:32 -08:00
Eric Liang
0a9dbc84b5 Tue Feb 6 20:57:42 PST 2018 (#1521)
The test failure was unrelated
2018-02-06 23:11:31 -08:00
Eric Liang
4ec51a4660 [rllib] Occasional Thread Error from RLlib (#1441)
* fix

* Revert "fix"

This reverts commit 808f7d7688a837e5ce4cc4209ca28390bc29f1d8.

* Driver's should ignore imports from other drivers.
2018-02-06 20:30:11 -08:00
Robert Nishihara
12095611c6 Update wheel in example.yaml. (#1515) 2018-02-05 15:06:02 -08:00
Robert Nishihara
df7252b2fe Bump version to 0.3.1. (#1397) 2018-02-04 13:25:25 -08:00
Robert Nishihara
fcb59cba81 Add missing availability_zone argument to development example. (#1509) 2018-02-03 15:04:22 -08:00
the-sea
d0dd33e13c not share registered objects between _Regitry objects (#1508) 2018-02-03 15:03:52 -08:00
Simon Mo
0a79442954 [DataFrame] MVP (1/4) (#1495)
* Implement __{getitem, delitem, copy, deepcopy}__

* Implement all(), any()

* Revert "Implement all(), any()"

This reverts commit 784052414f063662cdb30943297dc9ddfd3ca300.

* Address Comments + Fix axis indexing

* Update syntax for test_axes

* Implement bfill, bool, count

* Implement round

* Resolve bfill inplace issue

* Deimplement bfill; wait for the distributed version

* Fix format

* Copy df for __delitem__
2018-02-03 09:26:18 -08:00
Eric Liang
b948405532
[tune] clean up population based training prototype (#1478)
* patch up pbt

* Sat Jan 27 01:00:03 PST 2018

* Sat Jan 27 01:04:14 PST 2018

* Sat Jan 27 01:04:21 PST 2018

* Sat Jan 27 01:15:15 PST 2018

* Sat Jan 27 01:15:42 PST 2018

* Sat Jan 27 01:16:14 PST 2018

* Sat Jan 27 01:38:42 PST 2018

* Sat Jan 27 01:39:21 PST 2018

* add pbt

* Sat Jan 27 01:41:19 PST 2018

* Sat Jan 27 01:44:21 PST 2018

* Sat Jan 27 01:45:46 PST 2018

* Sat Jan 27 16:54:42 PST 2018

* Sat Jan 27 16:57:53 PST 2018

* clean up test

* Sat Jan 27 18:01:15 PST 2018

* Sat Jan 27 18:02:54 PST 2018

* Sat Jan 27 18:11:18 PST 2018

* Sat Jan 27 18:11:55 PST 2018

* Sat Jan 27 18:14:09 PST 2018

* review

* try out a ppo example

* some tweaks to ppo example

* add postprocess hook

* Sun Jan 28 15:00:40 PST 2018

* clean up custom explore fn

* Sun Jan 28 15:10:21 PST 2018

* Sun Jan 28 15:14:53 PST 2018

* Sun Jan 28 15:17:04 PST 2018

* Sun Jan 28 15:33:13 PST 2018

* Sun Jan 28 15:56:40 PST 2018

* Sun Jan 28 15:57:36 PST 2018

* Sun Jan 28 16:00:35 PST 2018

* Sun Jan 28 16:02:58 PST 2018

* Sun Jan 28 16:29:50 PST 2018

* Sun Jan 28 16:30:36 PST 2018

* Sun Jan 28 16:31:44 PST 2018

* improve tune doc

* concepts

* update humanoid

* Fri Feb  2 18:03:33 PST 2018

* fix example

* show error file
2018-02-02 23:03:12 -08:00
the-sea
a936468f99 [tune] using None as the parameter default value instead of mutable dict (#1501)
* do not use dict as default parameter

* Update trial.py
2018-02-02 21:47:51 -08:00
eugenevinitsky
369773d3e8 [rllib] minor bug fix to shared model, model wasnt actually shared due to new scope (#1503) 2018-02-02 20:37:00 -08:00
Melih Elibol
d8850eac4b Suppress object transfer requests when object is already being received. (#1430)
* added deterministic check for objects received in fetch_timeout_handler.

* use receive time, in case something goes wrong after object is received.

* increase timeout for removal.

* indentation fix.

* make log info log debug. clean up debug log.

* undo unecessary changes.

* changed description var.

* shorten line 949.

* incorporate feedback.

* linting; make is_object_received function consts.

* change semantics of received_objects to objects being received.
added checks to both points at which objects are re-requested.
updated object receive initialization accordingly.

* eliminate erase on receive init. check call to request_transfer_from instead of request_transfer.

* updated comments.

* added todo for multiple object transfers.

* linting.
2018-02-01 22:45:31 -08:00
Robert Nishihara
ed77a4c415 Make ray.get_gpu_ids() respect existing CUDA_VISIBLE_DEVICES. (#1499)
* Make ray.get_gpu_ids() respect existing CUDA_VISIBLE_DEVICES.

* Comment out failing GPUID check.

* Add import.

* Fix test.

* Remove test.

* Factor out environment variable setting/getting into utils.
2018-02-01 21:29:14 -08:00
Richard Liaw
a5b00a545e
[tune] Fix Tune ParallelCoordinateViz Notebook (#1494) 2018-02-01 00:13:57 -08:00
Philipp Moritz
7550b628bf fix indentation for ES (#1484) 2018-01-31 17:22:38 -08:00
Robert Nishihara
7187f9fe56 Pin gym version to 0.9.5 in tests. (#1490) 2018-01-31 15:50:25 -08:00
Philipp Moritz
a3f8fa426b Start integrating new GCS APIs (#1379)
* Start integrating new GCS calls

* fixes

* tests

* cleanup

* cleanup and valgrind fix

* update tests

* fix valgrind

* fix more valgrind

* fixes

* add separate tests for GCS

* fix linting

* update tests

* cleanup

* fix python linting

* more fixes

* fix linting

* add plasma manager callback

* add some documentation

* fix linting

* fix linting

* fixes

* update

* fix linting

* fix

* add spillback count

* fixes

* linting

* fixes

* fix linting

* fix

* fix

* fix
2018-01-31 11:01:12 -08:00
Eric Liang
35b1d6189b
[tune] save error msg, cleanup after object checkpoints 2018-01-29 18:48:45 -08:00
Robert Nishihara
0b022c0973 Automatically increase redis maxclients if the ulimit is high enough. (#1482) 2018-01-28 12:55:38 -08:00
Robert Nishihara
4c6dae5517 Raise an exception in Jenkins tests after a timeout. (#1477) 2018-01-27 20:21:27 -08:00
Eric Liang
8c96c34bb3 [tune] fix doc typo and also make sure to clean "/" from config (#1476) 2018-01-26 21:51:07 -08:00
Robert Nishihara
3195c6aa63 Fix local scheduler crash when driver creates actor and exits. (#1474)
* Make check failures in redis.cc more informative.

* Fix bug by calling task_table_add_task.

* Add test.
2018-01-26 14:29:53 -08:00
Stephanie Wang
668737f383 Replace actor dummy objects with mock calls to the local scheduler (#1467)
* Replace putting the dummy object with a call to the local scheduler

* Mark dummy objects as locally available
2018-01-26 14:18:45 -08:00
Zongheng Yang
782b4aeb0f Document how to profile Ray using pprof. (#1464)
* Document how to profile Ray using pprof.

* Link to profiling.rst via main doc site; fix lint

* Some changes and clarifications.
2018-01-25 21:40:52 -08:00
Kaahan
7aa979a024 [tune] Added Population Based Training (#1355)
Adds a Population-Based Training (as described in https://arxiv.org/abs/1711.09846) scheduler to Ray.tune. Currently mutates hyperparameters according to either a user-defined list of possible values to mutate to (necessary if hyperparameters can only be certain values ex. sgd_batch_size), or by a factor of 0.8 or 1.2.
2018-01-25 21:38:37 -08:00
Richard Liaw
e5c4d9ea0c
[tune] Fix Trial Logging File name (#1466) 2018-01-25 17:57:40 -08:00
Richard Liaw
f3d2dc0ad4
[tune] Fix Docs (#1469) 2018-01-25 16:39:00 -08:00
Robert Nishihara
e96acc26f7 Fix MNIST downloading problems in parameter server examples. (#1457)
* Fix MNIST downloading problems in parameter server examples.

* Improve seeding.

* Fixes.
2018-01-25 14:14:37 -08:00
eugenevinitsky
0a01d3c71f [rllib] Mountaincar fix (#1472)
* Fix for gym version 0.9.5.

* fixed bug in reshaper that was causing discrete spaces to fail
2018-01-25 13:58:35 -08:00
Robert Nishihara
f6c835e4b8 Fix for gym version 0.9.5. (#1471) 2018-01-25 13:58:15 -08:00
Robert Nishihara
ab5d4a6010 Bring cloudpickle inside the repository. (#1445)
* Bring cloudpickle version 0.5.2 inside the repo.

* Use internal copy of cloudpickle everywhere.

* Fix linting.

* Import ordering.

* Change __init__.py.

* Set pickler in serialization context.

* Don't check ray location.
2018-01-25 11:36:37 -08:00
Eric Liang
173f1d629a
[tune] Ray Tune API cleanup (#1454)
Remove rllib dep: trainable is now a standalone abstract class that can be easily subclassed.

Clean up hyperband: fix debug string and add an example.

Remove YAML api / ScriptRunner: this was never really used.

Move ray.init() out of run_experiments(): This provides greater flexibility and should be less confusing since there isn't an implicit init() done there. Note that this is a breaking API change for tune.
2018-01-24 16:55:17 -08:00
Philipp Moritz
a1b01ee7fb [autoscaler] Fix confirmation (y/N) for autoscaler for Python 2 (#1450)
* Fix autoscaler for Python 2

* fix version test

* add linting exception for raw_input in Python 3

* two spaces
2018-01-24 14:05:42 -08:00
Richard Liaw
a7d544424c [tune] Experiment Management API (#1328)
* init for exposing external interface

* revisions

* http server

* small

* simplify

* ui

* fixes

* test

* nit

* nit

* merge

* untested

* nits

* nit

* init tests

* tests

* more tests

* nit

* fix hyperband

* cleanup

* nits

* good stuff

* cleanup

* comments and need to test

* nit

* notebook

* testing

* test and expose server

* server_tests

* docs

* periods

* fix tests

* committing test

* fi
2018-01-24 13:45:10 -08:00
Eric Liang
1d2a28ab07 [rllib] test all combinations of {obs_space} x {action_space} (#1449) 2018-01-24 11:03:43 -08:00
Robert Nishihara
5acc98e629 Update arrow with better dataframe serialization and get rid of custo… (#1413)
* Update arrow with better dataframe serialization and get rid of custom dataframe serializers.

* Update plasma client API.

* Fix potential bug.

* Bug fix.

* Update arrow to use deduplicated file descriptors and mutable buffers.

* Fix tests.

* Update commit.

* Update commit.

* Update commit.

* Update commit.

* Update commit

* Update commit back to arrow codebase.'
2018-01-24 10:03:29 -08:00
Alexey Tumanov
f1303291b4 Ray scheduler spillback plumbing + mechanism (#1362)
* spillback mechanism and plumbing : adding spillback counter + timestamp

* linting fix

* documentation

* Fix argument name.
2018-01-23 20:18:12 -08:00
Devin Petersohn
21a916009e Adding documentation for building from current master without cloning. (#1455)
* Updating docs with pip way to build from source

* wording
2018-01-23 14:47:30 -08:00
Stephanie Wang
fb4d991732
Add actor reconstruction limitations to documentation (#1452)
* Add limitations to actor fault tolerance

* rename heading
2018-01-23 13:40:50 -08:00
Roy Fox
4b0ef5eb2c [rllib] Behavior Cloning (#1400)
* Behavior Cloning

* episode_reward_mean -> mean_loss

* removing vestigial code

* punctuation

* unnecessary

* Behavior Cloning

* Behavior Cloning

* Update __init__.py
2018-01-23 10:50:45 -08:00
Eric Liang
ee36effd8e
[rllib] Add n-step Q learning for DQN (#1439)
* n-step

* add sample adjustm

* Oops

* fix nstep

* metric adjustment

* Sat Jan 20 23:30:34 PST 2018

* Sun Jan 21 16:40:46 PST 2018

* Mon Jan 22 22:24:57 PST 2018
2018-01-23 10:31:19 -08:00