Richard Liaw
b70f31339c
[sgd] Benchmark Fixes ( #7553 )
...
* fix
* fix
2020-03-11 13:08:27 -07:00
Markus Cozowicz
ea99063c10
added json schema to setup.py ( #7554 )
2020-03-11 09:53:21 -07:00
mehrdadn
3b9caa98ba
Fix fate-sharing warning ( #7545 )
...
* Fix kernel_fate_sharing being None instead of False
* Remove fate-sharing warning
Co-authored-by: Mehrdad <noreply@github.com>
2020-03-11 08:27:54 -07:00
Richard Liaw
fbac256982
[sgd] Add benchmarks ( #7454 )
...
* 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
* benchmark-code
* nits
* benchmark yamls
* benchmark yaml
* ok
* ok
* ok
* benchmark
* nit
* finish_bench
* makedatacreator
* relax
* metrics
* autosetsampler
* profile
* movements
* OK
* smoothen
* fix
* nitdocs
* loss
* envflag
* comments
* nit
* format
* visible
* images
* move_images
* fix
* rernder
* rrender
* rest
* multgpu
* fix
* nit
* finish
* extrra
* setup
* revert
Co-authored-by: Edward Oakes <ed.nmi.oakes@gmail.com>
Co-authored-by: Maksim Smolin <maximsmol@gmail.com>
2020-03-11 01:09:08 -07:00
Markus Cozowicz
49439611f1
[autoscaler] Replace cluster yaml validation with json schema v… ( #7261 )
...
* replace manual cluster yaml validation with json schema
- improved error message
- support for intellisense in VSCode (or other IDEs)
- run linting
- moved schema to ray/autoscaler
- fixed typo
- remove importlib dependency
* Update python/ray/autoscaler/autoscaler.py
* read
* restrict allowed properties
* added unit test for invalid yaml
added ray[test] package (remove pytest from default dependencies)
* updated autoscaler test to use ValidationError exception
* add missing dependency
* added pytest
* replace manual cluster yaml validation with json schema
- improved error message
- support for intellisense in VSCode (or other IDEs)
- run linting
- moved schema to ray/autoscaler
- fixed typo
- remove importlib dependency
* Update python/ray/autoscaler/autoscaler.py
* read
* restrict allowed properties
* added unit test for invalid yaml
added ray[test] package (remove pytest from default dependencies)
* updated autoscaler test to use ValidationError exception
* add missing dependency
* added pytest
* removed parameterized dependency
reverted ray[test] intro
* removed parameterized
* fix_tests
* format
Co-authored-by: Ubuntu <marcozo@mc-ray-jumpbox.chcbtljllnieveqhw3e4c1ducc.xx.internal.cloudapp.net>
Co-authored-by: Richard Liaw <rliaw@berkeley.edu>
2020-03-10 18:58:55 -07:00
Richard Liaw
6163b21458
[raysgd] Better user errors! ( #7546 )
...
* format
* callable
* Update python/ray/util/sgd/torch/torch_trainer.py
Co-Authored-By: Edward Oakes <ed.nmi.oakes@gmail.com>
* Update python/ray/util/sgd/torch/torch_trainer.py
Co-Authored-By: Edward Oakes <ed.nmi.oakes@gmail.com>
* data
* torchtrainer
* num_rep
Co-authored-by: Edward Oakes <ed.nmi.oakes@gmail.com>
2020-03-10 18:58:19 -07:00
Edward Oakes
7b609ca211
Remove instances of 'raise Exception' ( #7523 )
2020-03-10 17:51:22 -07:00
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
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
Eric Liang
90e23a5c43
[iterators] Add duplicate() call and fix broken test case ( #7510 )
2020-03-09 17:18:52 -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
b4e2d5317e
Remove experimental.NoReturn ( #7475 )
2020-03-09 11:09:36 -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
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
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
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
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
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
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
Edward Oakes
04ec599441
Use ray.kill() in multiprocessing.Pool ( #7409 )
2020-03-03 12:49:13 -06:00
Allen
b74eb5fce6
Capture output for commands run by the autoscaler ( #7381 )
2020-03-03 10:19:21 -08:00
mehrdadn
4d42664b2a
Use prctl(PR_SET_PDEATHSIG) on Linux instead of reaper ( #7150 )
2020-03-03 11:45:42 -06:00
ijrsvt
584645cc7d
Fix Experimental Async API ( #7391 )
2020-03-02 22:24:20 -06:00
Edward Oakes
580b017b43
Fix flaky global GC tests ( #7407 )
2020-03-02 21:03:01 -06:00
Edward Oakes
9e9f1962c7
Enable test_actor_pool in CI ( #7405 )
2020-03-02 20:24:36 -06:00
Edward Oakes
2b6f00724a
Enable test_joblib in CI ( #7404 )
2020-03-02 20:03:27 -06:00
Edward Oakes
d69fe54f6d
Temporarily skip testEndToEndReporting ( #7402 )
2020-03-02 18:27:34 -06:00
Siyuan (Ryans) Zhuang
0792b5cb93
Fix the numpy ndarray subclass serialization bug ( #7392 )
2020-03-01 23:05:59 -08:00
Richard Liaw
48cdca843f
[raysgd] Custom training operator ( #7211 )
2020-03-01 21:22:48 -08:00
Eric Liang
3c6b94f3f5
[rllib] Enable performance metrics reporting for RLlib pipelines, add A3C ( #7299 )
2020-02-28 16:44:17 -08:00
Richard Liaw
fb73d51d4d
[tune] fix hparams for tbx ( #7312 )
...
* fix
* test_hist
* remove unnecessary value check
* pbt
* queue
* skip_for_now
* Apply suggestions from code review
2020-02-28 11:51:56 -08:00
Richard Liaw
ca40b0fcc6
[tune][minor] Avoid throwing error when gpu check fails ( #7362 )
2020-02-28 11:32:44 -08:00
Edward Oakes
f321eaec9b
Working but not passing test ( #7358 )
2020-02-28 12:57:28 -06:00
mehrdadn
fb0bc7b947
Partially revert "[Core/RLlib] Move log_once from rllib to ray.util. ( #7273 )" ( #7361 )
...
This partially reverts commit 357232d124
2020-02-28 10:27:45 -08:00
Edward Oakes
93fe4b0b58
Change actor.__ray_kill__() to ray.kill(actor) ( #7360 )
2020-02-28 11:55:13 -06:00
Richard Liaw
3fc162f93c
[tune] Add Unit Test for nested PBT + Jenkins ( #7324 )
2020-02-27 18:17:11 -08:00
mehrdadn
8730996682
Windows changes ( #7315 )
2020-02-27 15:14:10 -08:00
Edward Oakes
ced062319d
Decrease test_object_manager put size to avoid OOMs in CI ( #7355 )
2020-02-27 11:08:10 -08:00
Edward Oakes
cbf55d69a6
Remove serialized from_random object ids in tests ( #7340 )
2020-02-27 11:04:06 -08:00
Edward Oakes
bd9411f849
Call TriggerGlobalGC when the plasma store is full ( #7337 )
2020-02-27 11:01:49 -08:00
