Stephanie Wang
fdb528514b
[core] Ref counting for actor handles ( #7434 )
...
* tmp
* Move Exit handler into CoreWorker, exit once owner's ref count goes to 0
* fix build
* Remove __ray_terminate__ and add test case for distributed ref counting
* lint
* Remove unused
* Fixes for detached actor, duplicate actor handles
* Remove unused
* Remove creation return ID
* Remove ObjectIDs from python, set references in CoreWorker
* Fix crash
* Fix memory crash
* Fix tests
* fix
* fixes
* fix tests
* fix java build
* fix build
* fix
* check status
* check status
2020-03-10 17:45:07 -07:00
Edward Oakes
119a303ea0
Remove static concurrency limit from gRPC server ( #7544 )
2020-03-10 16:27:02 -07:00
Edward Oakes
dbbf0c0e70
Add Apache 2 license to C++ files ( #7520 )
2020-03-10 16:07:17 -07:00
Eric Liang
be48e1964b
[rllib] Fix per-worker exploration in Ape-X; make more kwargs required for future safety ( #7504 )
...
* fix sched
* lintc
* lint
* fix
* add unit test
* fix
* format
* fix test
* fix test
2020-03-10 11:14:14 -07:00
Richard Liaw
d192ef0611
[raysgd] Cleanup User API ( #7384 )
...
* Init fp16
* fp16 and schedulers
* scheduler linking and fp16
* to fp16
* loss scaling and documentation
* more documentation
* add tests, refactor config
* moredocs
* more docs
* fix logo, add test mode, add fp16 flag
* fix tests
* fix scheduler
* fix apex
* improve safety
* fix tests
* fix tests
* remove pin memory default
* rm
* fix
* Update doc/examples/doc_code/raysgd_torch_signatures.py
* fix
* migrate changes from other PR
* ok thanks
* pass
* signatures
* lint'
* Update python/ray/experimental/sgd/pytorch/utils.py
* Apply suggestions from code review
Co-Authored-By: Edward Oakes <ed.nmi.oakes@gmail.com>
* should address most comments
* comments
* fix this ci
* first_pass
* add overrides
* override
* fixing up operators
* format
* sgd
* constants
* rm
* revert
* save
* failures
* fixes
* trainer
* run test
* operator
* code
* op
* ok done
* operator
* sgd test fixes
* ok
* trainer
* format
* Apply suggestions from code review
Co-Authored-By: Edward Oakes <ed.nmi.oakes@gmail.com>
* Update doc/source/raysgd/raysgd_pytorch.rst
* docstring
* dcgan
* doc
* commits
* nit
* testing
* revert
* Start renaming pytorch to torch
* Rename PyTorchTrainer to TorchTrainer
* Rename PyTorch runners to Torch runners
* Finish renaming API
* Rename to torch in tests
* Finish renaming docs + tests
* Run format + fix DeprecationWarning
* fix
* move tests up
* benchmarks
* rename
* remove some args
* better metrics output
* fix up the benchmark
* benchmark-yaml
* horovod-benchmark
* benchmarks
* Remove benchmark code for cleanups
* makedatacreator
* relax
* metrics
* autosetsampler
* profile
* movements
* OK
* smoothen
* fix
* nitdocs
* loss
* comments
* fix
* fix
* runner_tests
* codes
* example
* fix_test
* fix
* tests
Co-authored-by: Edward Oakes <ed.nmi.oakes@gmail.com>
Co-authored-by: Maksim Smolin <maximsmol@gmail.com>
2020-03-10 08:41:42 -07:00
Anthony Yu
89ec4adb72
[tune] Dragonfly Optimizer ( #5955 )
...
* Add sample example
* Copy relevant lines of ask from inherited Optimizer
* Ignore strategy
* Additional changes
* Add DragonflySearch for tune connector for Dragonfly
* Add example and fix small errors
* lint
* Remove skopt references
* Update example based off of Dragonfly changes
* Edit example for final Dragonfly edits
* Formatting and documentation edits
* Add documentation and add to test pipeline
* Address PR comments
* Fix Jenkins test
* Adjust Dragonfly to PR#7366
* Lint
* fix_tests
Co-authored-by: Richard Liaw <rliaw@berkeley.edu>
2020-03-10 08:40:36 -07:00
fangfengbin
fa785a2ad2
ServiceBasedGcsClient support detect gcs server availability and retry ( #7292 )
2020-03-10 21:01:07 +08:00
mehrdadn
fc76586518
Redis on Windows ( #7509 )
...
* Switch hiredis on Windows to that of the Windows port of Redis
* Use boost::asio::ip::tcp::socket::native_handle_type
* Use normal hiredis instead of Windows-specific one
* Finish up using normal hiredis
Co-authored-by: Mehrdad <noreply@github.com>
2020-03-09 18:49:54 -07:00
Eric Liang
90e23a5c43
[iterators] Add duplicate() call and fix broken test case ( #7510 )
2020-03-09 17:18:52 -07:00
Edward Oakes
883ee4912d
Return reconcile.Result{}, not nil ( #7521 )
2020-03-09 16:27:15 -07:00
Edward Oakes
4ab80eafb9
Deprecate use_pickle flag ( #7474 )
2020-03-09 16:03:56 -07:00
Edward Oakes
0c254295b0
Remove experimental.signal API ( #7477 )
...
* Remove experimental.signal API
* fix test
2020-03-09 16:03:36 -07:00
Ujval Misra
023d4c02a9
[tune] Prevent deletion of checkpoint from user-initiated resto… ( #7501 )
...
* Fix restore bug
* Add test
* Lint
* Indent
2020-03-09 15:53:10 -07:00
Edward Oakes
08d4cb3822
[operator] Minor cleanup ( #7498 )
2020-03-09 11:23:46 -07:00
Edward Oakes
b4e2d5317e
Remove experimental.NoReturn ( #7475 )
2020-03-09 11:09:36 -07:00
Edward Oakes
27b4ffa98e
Improve k8s operator documentation ( #7496 )
2020-03-09 11:09:06 -07:00
Stephanie Wang
95bb0c5357
Upgrade plasma to latest version, use synchronous Seal ( #7470 )
...
* Upgrade arrow to master
* fix build
* todo
* lint
* Fix hanging test
2020-03-09 10:30:44 -07:00
Markus Cozowicz
e03259455f
[autoscaler] azure init script path ( #7515 )
2020-03-09 09:49:07 -07:00
Markus Cozowicz
145ebe14c7
added Azure Resource Manager (ARM) template ( #7494 )
...
* added Azure Resource Manager (ARM) template
* removed Azure doc (moved to separate PR)
* nit
* fixpaths
* nit
Co-authored-by: Richard Liaw <rliaw@berkeley.edu>
2020-03-08 22:29:10 -07:00
Eric Liang
e7bc5c612d
Add testing strategy to PR template ( #7505 )
2020-03-08 15:16:49 -07:00
Sven Mika
f08687f550
[RLlib] rllib train crashes when using torch PPO/PG/A2C. ( #7508 )
...
* Fix.
* Rollback.
* TEST.
* TEST.
* TEST.
* TEST.
* TEST.
* TEST.
* TEST.
* TEST.
* TEST.
* TEST.
* TEST.
* TEST.
* TEST.
* TEST.
* TEST.
* TEST.
* TEST.
* TEST.
* TEST.
* TEST.
* TEST.
* TEST.
* TEST.
2020-03-08 13:03:18 -07:00
Sven Mika
bc637a2546
[Tune Jenkins tests] Add dm_tree to docker. ( #7500 )
...
* Fix.
* Rollback.
* Add dm_tree to docker examples and tune_test containers.
2020-03-07 23:16:00 -08:00
Eric Liang
a644060daa
[rllib] First pass at pipeline implementation of DQN ( #7433 )
...
* wip iters
* add test
* speed up
* update docs
* document it
* support serial sampling
* add test
* spacing
* annotate it
* update
* rename to pipeline
* comment
* iter2 wip
* update
* update
* context test
* update
* fix
* fix
* a3c pipeline
* doc
* update
* move timer
* comment
* add piepline test
* fix
* clean up
* document
* iter s
* wip dqn
* wip
* wip
* metrics
* metrics rename
* metrics ctx
* wip
* constants
* add todo
* suppport .union
* wip
* support union
* remove prints
* add todo
* remove auto timer
* fix up
* fix pipeline test
* typing
* fix breakage
* remove bad assert
* wip
* fix multiagent example
* fixapply
* update a3c
* remove a2c pl
* 0 workers
* wip
* wip
* share metrics
* wip
* wip
* doc
* fix weight sync and global var updates
* mode
* fix
* fix
* doc
* fix
2020-03-07 14:47:58 -08:00
Landcold7
beb9b02dbd
Add numba test ( #7298 ) ( #7487 )
2020-03-07 11:12:25 -08:00
Richard Liaw
115468de2c
[tune] Repeated evals ( #7366 )
...
* easyrepeat
* done
* suggest
* doc
* ok
* commit
* Apply suggestions from code review
Co-Authored-By: Ujval Misra <misraujval@gmail.com>
* Apply suggestions from code review
Co-Authored-By: Ujval Misra <misraujval@gmail.com>
* Apply suggestions from code review
* ok
* docs
Co-authored-by: Ujval Misra <misraujval@gmail.com>
2020-03-07 11:08:23 -08:00
mehrdadn
a8bda9b551
Fix incorrect handling of command-lines ( #7439 )
2020-03-06 15:51:49 -08:00
Sven Mika
876a1ba5bd
[RLlib] Issue 7421: can't convert cuda tensor to numpy in torch ppo. ( #7445 )
2020-03-06 12:45:30 -08:00
Sven Mika
510c850651
[RLlib] SAC add discrete action support. ( #7320 )
...
* Exploration API (+EpsilonGreedy sub-class).
* Exploration API (+EpsilonGreedy sub-class).
* Cleanup/LINT.
* Add `deterministic` to generic Trainer config (NOTE: this is still ignored by most Agents).
* Add `error` option to deprecation_warning().
* WIP.
* Bug fix: Get exploration-info for tf framework.
Bug fix: Properly deprecate some DQN config keys.
* WIP.
* LINT.
* WIP.
* Split PerWorkerEpsilonGreedy out of EpsilonGreedy.
Docstrings.
* Fix bug in sampler.py in case Policy has self.exploration = None
* Update rllib/agents/dqn/dqn.py
Co-Authored-By: Eric Liang <ekhliang@gmail.com>
* WIP.
* Update rllib/agents/trainer.py
Co-Authored-By: Eric Liang <ekhliang@gmail.com>
* WIP.
* Change requests.
* LINT
* In tune/utils/util.py::deep_update() Only keep deep_updat'ing if both original and value are dicts. If value is not a dict, set
* Completely obsolete syn_replay_optimizer.py's parameters schedule_max_timesteps AND beta_annealing_fraction (replaced with prioritized_replay_beta_annealing_timesteps).
* Update rllib/evaluation/worker_set.py
Co-Authored-By: Eric Liang <ekhliang@gmail.com>
* Review fixes.
* Fix default value for DQN's exploration spec.
* LINT
* Fix recursion bug (wrong parent c'tor).
* Do not pass timestep to get_exploration_info.
* Update tf_policy.py
* Fix some remaining issues with test cases and remove more deprecated DQN/APEX exploration configs.
* Bug fix tf-action-dist
* DDPG incompatibility bug fix with new DQN exploration handling (which is imported by DDPG).
* Switch off exploration when getting action probs from off-policy-estimator's policy.
* LINT
* Fix test_checkpoint_restore.py.
* Deprecate all SAC exploration (unused) configs.
* Properly use `model.last_output()` everywhere. Instead of `model._last_output`.
* WIP.
* Take out set_epsilon from multi-agent-env test (not needed, decays anyway).
* WIP.
* Trigger re-test (flaky checkpoint-restore test).
* WIP.
* WIP.
* Add test case for deterministic action sampling in PPO.
* bug fix.
* Added deterministic test cases for different Agents.
* Fix problem with TupleActions in dynamic-tf-policy.
* Separate supported_spaces tests so they can be run separately for easier debugging.
* LINT.
* Fix autoregressive_action_dist.py test case.
* Re-test.
* Fix.
* Remove duplicate py_test rule from bazel.
* LINT.
* WIP.
* WIP.
* SAC fix.
* SAC fix.
* WIP.
* WIP.
* WIP.
* FIX 2 examples tests.
* WIP.
* WIP.
* WIP.
* WIP.
* WIP.
* Fix.
* LINT.
* Renamed test file.
* WIP.
* Add unittest.main.
* Make action_dist_class mandatory.
* fix
* FIX.
* WIP.
* WIP.
* Fix.
* Fix.
* Fix explorations test case (contextlib cannot find its own nullcontext??).
* Force torch to be installed for QMIX.
* LINT.
* Fix determine_tests_to_run.py.
* Fix determine_tests_to_run.py.
* WIP
* Add Random exploration component to tests (fixed issue with "static-graph randomness" via py_function).
* Add Random exploration component to tests (fixed issue with "static-graph randomness" via py_function).
* Rename some stuff.
* Rename some stuff.
* WIP.
* update.
* WIP.
* Gumbel Softmax Dist.
* WIP.
* WIP.
* WIP.
* WIP.
* WIP.
* WIP.
* WIP
* WIP.
* WIP.
* Hypertune.
* Hypertune.
* Hypertune.
* Lock-in.
* Cleanup.
* LINT.
* Fix.
* Update rllib/policy/eager_tf_policy.py
Co-Authored-By: Kristian Hartikainen <kristian.hartikainen@gmail.com>
* Update rllib/agents/sac/sac_policy.py
Co-Authored-By: Kristian Hartikainen <kristian.hartikainen@gmail.com>
* Update rllib/agents/sac/sac_policy.py
Co-Authored-By: Kristian Hartikainen <kristian.hartikainen@gmail.com>
* Update rllib/models/tf/tf_action_dist.py
Co-Authored-By: Kristian Hartikainen <kristian.hartikainen@gmail.com>
* Update rllib/models/tf/tf_action_dist.py
Co-Authored-By: Kristian Hartikainen <kristian.hartikainen@gmail.com>
* Fix items from review comments.
* Add dm_tree to RLlib dependencies.
* Add dm_tree to RLlib dependencies.
* Fix DQN test cases ((Torch)Categorical).
* Fix wrong pip install.
Co-authored-by: Eric Liang <ekhliang@gmail.com>
Co-authored-by: Kristian Hartikainen <kristian.hartikainen@gmail.com>
2020-03-06 10:37:12 -08:00
Qing Wang
7a33a6ea3c
[Java] Enable skipped direct call cases ( #7363 )
...
* Comment out
* Refine
* Revert
2020-03-06 16:22:08 +08:00
Stephanie Wang
7c174d0ffe
Make the ref counting test more stressful ( #7473 )
2020-03-05 20:51:24 -08:00
Edward Oakes
e29f2ef788
[operator] Small bugfixes ( #7459 )
2020-03-05 10:57:56 -08:00
Eric Liang
1989eed3bf
[RLlib] Issue 7136: rollout not working for ES and ARS. ( #7444 )
...
* Fix.
* Fix issue #7136 .
* ARS fix.
2020-03-04 23:57:44 -08:00
Eric Liang
476b5c6196
[Parallel Iterators] Allow for operator chaining after repartition ( #7268 )
...
* bug fix repartition
* change add_transform from private to inner
* formatting
* addressing comments
* formatting
2020-03-04 14:42:52 -08:00
Richard Liaw
c7f0b303f3
Mention that calling some_function.remote() is non-blocking ( #7417 )
...
* Mention that calling some_function.remote() is non-blocking.
* Apply suggestions from code review
Co-authored-by: Richard Liaw <rliaw@berkeley.edu>
2020-03-04 13:35:46 -08:00
Richard Liaw
beddaf65b4
Small correction in documentation ( #7453 )
...
* corrected import statement in docs
* Update doc/source/tune-usage.rst
Co-Authored-By: Richard Liaw <rliaw@berkeley.edu>
Co-authored-by: Richard Liaw <rliaw@berkeley.edu>
2020-03-04 13:28:28 -08:00
Philipp Moritz
0d7ef46c83
Bazel improvements ( #7427 )
...
* Make wget quiet
* Make sphinx-build quiet
* Remove -q from pip install in CI script as config already takes care of it
* Add documentation on custom dependencies
* formatting
* python
2020-03-04 13:13:21 -08:00
Eric Liang
596b39e36a
[rllib] Make timestep a required arg for exploration classes ( #7380 )
2020-03-04 13:00:37 -08:00
Eric Liang
fddeb6809c
[RLlib] Issue 7401: In eval mode (if evaluation_episodes > 0), agent hangs if Env does not terminate. ( #7448 )
...
* Fix.
* Rollback.
* Fix issue 7421.
* Fix.
2020-03-04 12:58:34 -08:00
Eric Liang
c38224d8e5
[RLlib] Issue 7438 evaluation not working in pytorch. ( #7443 )
2020-03-04 12:53:04 -08:00
Philipp Moritz
de0c99876e
Fix fate_share not being passed to Redis shards ( #7432 )
2020-03-04 11:29:45 -08:00
Edward Oakes
0abcca258f
Add entries to in-memory store on Put() ( #7085 )
2020-03-04 10:17:27 -08:00
Eric Liang
aa4861c2a0
Checkpoint Adam momenta for DDPG ( #7449 )
2020-03-04 10:03:41 -08:00
Hao Chen
fe7820fec9
[Java] New Java actor API ( #7414 )
2020-03-04 22:39:23 +08:00
Sven Mika
4198db5038
Torch multicat support (7419)
2020-03-04 00:41:40 -08:00
Philipp Moritz
fb1c1e2d27
Revert "Keep cloudpickle up-to-date with the upstream ( #7406 )" ( #7437 )
...
This reverts commit f6883bf725
2020-03-03 18:36:15 -08:00
Sven Mika
7faf0d8f89
[RLlib] Make rollout always use evaluation_config. ( #7396 )
2020-03-03 17:20:35 -08:00
Maksim Smolin
3a134c7224
[RaySGD] Rename PyTorch API endpoints to start with Torch ( #7425 )
...
* Start renaming pytorch to torch
* Rename PyTorchTrainer to TorchTrainer
* Rename PyTorch runners to Torch runners
* Finish renaming API
* Rename to torch in tests
* Finish renaming docs + tests
* Run format + fix DeprecationWarning
* fix
* move tests up
* rename
Co-authored-by: Richard Liaw <rliaw@berkeley.edu>
2020-03-03 16:44:42 -08:00
Siyuan (Ryans) Zhuang
f6883bf725
Keep cloudpickle up-to-date with the upstream ( #7406 )
2020-03-03 13:52:54 -08:00
Edward Oakes
b0bf5450c2
Fix flaky multiprocessing tests ( #7413 )
2020-03-03 15:07:59 -06:00
ijrsvt
fb76092d75
Re-route asyncio plasma code path through raylet instead of direct plasma connection ( #7234 )
2020-03-03 15:43:46 -05:00
