Peter Schafhalter and Philipp Moritz
302510ada0
[asv] Add actor benchmarks ( #2469 )
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* Add actor benchmarks
* Fix bug
* Address comments and refactor
* Update benchmark_actor.py
2018-07-27 17:40:02 -07:00
Eric Liang and GitHub
24649726dc
[rllib] Use batch.count in async samples optimizer ( #2488 )
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Using the actual batch size reduces the risk of mis-accounting. Here, we under-counted samples since in truncate_episodes mode we were doubling the batch size by accident in policy_evaluator.
2018-07-27 16:44:21 -07:00
Peter Schafhalter and Philipp Moritz
1e6b130b90
[asv] Add benchmarks for tasks ( #2471 )
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* Add benchmarks for tasks
* Fixes
* Add timeout
2018-07-27 13:59:55 -07:00
Stephanie Wang and Robert Nishihara
6675361684
[xray] Track ray.get calls as task dependencies ( #2362 )
2018-07-27 11:59:17 -07:00
Yuhong Guo and Robert Nishihara
46351957bb
Fix MAC_WHEELS=1 ( #2477 )
2018-07-25 14:57:28 -07:00
Richard Liaw and GitHub
7edc677304
[rllib] Extra Changes for Usability ( #2363 )
2018-07-24 20:51:22 -07:00
Sergey Kolesnikov and Eric Liang
05490b8cb9
[rllib] dqn/ddpg policy customization ( #2445 )
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* dqn policy update - more customization
* docs for custom DQN graph
* Update rllib-training.rst
* Update rllib-models.rst
* Update rllib.rst
* Update rllib-training.rst
* Update rllib-concepts.rst
* yapf codestyle
2018-07-22 14:47:14 -07:00
Eric Liang and GitHub
68660453e4
[rllib] Better support and add two-trainer example for multiagent ( #2443 )
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This adds a simple DQN+PPO example for multi-agent. We don't do anything fancy here, just syncing weights between two separate trainers. This potentially is wasting some compute, but is very simple to set up.
It might be nice to share experience collection between the top-level trainers in the future.
2018-07-22 05:09:25 -07:00
Shuo and Robert Nishihara
99d0d96aef
Use different serialization context for each driver. ( #2406 )
2018-07-20 23:42:49 -07:00
Hao Chen and Robert Nishihara
05f485e274
Allow Ray API to be used from multiple threads ( #2422 )
2018-07-20 15:39:01 -07:00
Peter Schafhalter and Philipp Moritz
400a3e5705
Add queue size and __len__ methods ( #2432 )
2018-07-19 17:04:42 -07:00
Peter Schafhalter and Philipp Moritz
4225ac5081
Add benchmark using queue ( #2431 )
2018-07-19 16:43:22 -07:00
Eric Liang and GitHub
8e75d150f7
[rllib] Apex crash when compress_observations: False ( #2426 )
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We shouldn't try to decompress uncompressed data.
Also, fix resource requests for ddpg + GPU.
2018-07-19 15:58:09 -07:00
Eric Liang and GitHub
d01dc9e22d
[rllib] format with yapf ( #2427 )
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* initial yapf
* manual fix yapf bugs
2018-07-19 15:30:36 -07:00
Robert Nishihara and Peter Schafhalter
24eb140e07
Remove redundant reconstruct call. ( #2421 )
2018-07-19 11:22:02 -07:00
Robert Nishihara and Philipp Moritz
991d0911d1
Move profile data flushing to background thread on workers. ( #2415 )
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* Move profile data flushing to background thread on workers.
* Remove outdated comment.
2018-07-18 12:34:53 -07:00
Eric Liang and GitHub
f31a6ca965
[rllib] Count actual sample batch size instead of configured batch size in A3C. ( #2399 )
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This fixes a metrics accounting bug where the sample count is not reported correctly.
2018-07-18 08:59:52 +02:00
Richard Liaw and GitHub
8e8c733696
[tune] Fix Categorical Space + Add Keras Example ( #2401 )
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Previously did not properly resolve categorical variables for HyperOpt.
2018-07-17 23:52:52 +02:00
Eric Liang and GitHub
0cecf6b79c
[rllib] Cleanup RNN support and make it work with multi-GPU optimizer ( #2394 )
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Cleanup: TFPolicyGraph now automatically adds loss input entries for state_in_*, so that graph sub-classes don't need to worry about it.
Multi-GPU support:
Allow setting up model tower replicas with existing state input tensors
Truncate the per-device minibatch slices so that they are always a multiple of max_seq_len.
2018-07-17 06:55:46 +02:00
Peter Schafhalter and Robert Nishihara
f5c46c7765
Add queue data structures ( #2261 )
2018-07-16 16:26:20 -07:00
Hao Chen and Robert Nishihara
8a3e180156
Move profiling code to a new file and fix thread safety ( #2397 )
2018-07-15 18:09:52 -07:00
Eric Liang and Richard Liaw
7865dbab84
[tune] Raise error if incorrect key used in config ( #2400 )
2018-07-15 00:25:19 +02:00
Eric Liang and Richard Liaw
62f84d2f07
[rllib] Restore TF soft placement config to fix multi-GPU optimizer ( #2395 )
2018-07-13 10:34:37 +02:00
Hao Chen and Philipp Moritz
d6af50785e
move import_thread to a separate file ( #2349 )
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* move import_thread to a separate file
* sort imports
* group imports regardless of `from`
* re-organize imoprts based on google style
* Update import_thread.py
* fix event_type names in profile statement
* unify duplicate code
2018-07-12 21:26:24 -07:00
Robert Nishihara and Philipp Moritz
515da7721a
Change ray.worker.cleanup -> ray.shutdown and improve API documentation. ( #2374 )
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* Change ray.worker.cleanup -> ray.shutdown and improve API documentation.
* Deprecate ray.worker.cleanup() gracefully.
* Fix linting
2018-07-12 12:00:00 -07:00
Eric Liang and Richard Liaw
b316afeb43
[rllib] Add debug info back to PPO and fix optimizer compatibility ( #2366 )
2018-07-12 19:22:46 +02:00
Richard Liaw and GitHub
5188b1d080
[autoscaler] Bug for file mounts for tilde ( #2382 )
2018-07-12 19:18:47 +02:00
Richard Liaw and GitHub
0048e77093
[rllib] RLlib CLI ( #2375 )
2018-07-12 19:12:04 +02:00
Richard Liaw and Robert Nishihara
55d5e28872
[core] Better Actor Representation ( #2369 )
2018-07-09 11:20:21 -07:00
Richard Liaw and GitHub
4d7da9f668
[rllib] Remove "Common", cleanup some code ( #2348 )
2018-07-08 13:03:53 -07:00
Robert Nishihara and Philipp Moritz
35f4a3070c
Update 0.4.0 to 0.5.0 in autoscaler and installation examples. ( #2352 )
2018-07-07 14:34:20 -07:00
Eric Liang and GitHub
d24f19fd1e
[rllib] Fix stats collection and some docs bugs since the refactoring ( #2361 )
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* fix
* fix pbt example
* fix
* fix
* single thread by default
* vec
* fix
* fix
2018-07-07 13:29:20 -07:00
Eric Liang and Richard Liaw
9a6e329325
[rllib] Move repeat field to asv script ( #2367 )
2018-07-07 12:10:06 -07:00
Richard Liaw and GitHub
e32aed8717
[rllib] more user-friendly Optimizer signature + compute_apply ( #2335 )
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* Move signature of optimizers
* fix
* expose compute_apply for policy_graphs
* dictionaries and such
* test for multiagent
2018-07-07 12:08:49 -07:00
Robert Nishihara and Philipp Moritz
e3534c46df
[xray] Re-enable some stress tests and convert stress_tests to pytest. ( #2285 )
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* Fix one of the stress tests, fix ray.global_state.client_table when called early on.
* Re-enable testWait.
* Convert stress_tests.py to pytest.
* Fix
2018-07-06 23:21:00 -07:00
Robert Nishihara and Philipp Moritz
3a972893ee
Bump version to 0.5.0. ( #2351 )
2018-07-06 22:31:33 -07:00
Devin Petersohn and Robert Nishihara
4185aaed10
Dataframe deprecation ( #2353 )
2018-07-06 00:16:22 -07:00
Robert Nishihara and Philipp Moritz
1cf1645e04
Require Cython 0.27 for setup. ( #2313 )
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* Require Cython 0.27 for setup.
* Make Cython version even more specific.
* Restrict to any 0.27 version
2018-07-05 00:26:49 -07:00
Robert Nishihara and Philipp Moritz
b90e551b41
[xray] Implement timeline and profiling API. ( #2306 )
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* Add profile table and store profiling information there.
* Code for dumping timeline.
* Improve color scheme.
* Push timeline events on driver only for raylet.
* Improvements to profiling and timeline visualization
* Some linting
* Small fix.
* Linting
* Propagate node IP address through profiling events.
* Fix test.
* object_id.hex() should return byte string in python 2.
* Include gcs.fbs in node_manager.fbs.
* Remove flatbuffer definition duplication.
* Decode to unicode in Python 3 and bytes in Python 2.
* Minor
* Submit profile events in a batch. Revert some CMake changes.
* Fix
* Workaround test failure.
* Fix linting
* Linting
* Don't return anything from chrome_tracing_dump when filename is provided.
* Remove some redundancy from profile table.
* Linting
* Move TODOs out of docstring.
* Minor
2018-07-04 23:23:48 -07:00
Yuhong Guo and Robert Nishihara
1d51e57b6e
Fix Plasma starting failure when specify the memory in float value. ( #2337 )
2018-07-04 13:35:51 -07:00
Robert Nishihara and Philipp Moritz
1ede458519
Stop building wheels for Python 3.3 on Linux. ( #2342 )
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* Stop building wheels for Python 3.3 on Linux.
* Fix test.
2018-07-04 12:22:33 -07:00
Zongheng Yang and Philipp Moritz
ba28dddf6f
Make xray object table credis-managed and hence flushable. ( #2338 )
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* monitor.py: issue flushes to data shard
* ResultTableAdd & ObjectTableAdd: add credis-managed versions
* Fix return codes
* Credis-manage xray object table & associated ray.table_append cmd
* Fix incorrect return code from TableAppend_DoWrite()
* Revert "ResultTableAdd & ObjectTableAdd: add credis-managed versions"
This reverts commit 628c2ea190df4c861dda0c284fab7ca6faa1ea24.
* Address comments
* Lint: fix indent
* Address comment
2018-07-03 17:32:44 -07:00
Richard Liaw and GitHub
178346fa16
Printing messages to stderr ( #2312 )
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Move core python code onto logging module.
Addressing #1884 .
2018-07-02 16:10:57 -07:00
Richard Liaw and GitHub
f0ed1c1674
[rllib] Add more regression tests and autogenerate ( #2324 )
2018-07-02 08:20:53 -07:00
Eric Liang and GitHub
8aa56c12e6
[rllib] Document "v2" APIs ( #2316 )
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* re
* wip
* wip
* a3c working
* torch support
* pg works
* lint
* rm v2
* consumer id
* clean up pg
* clean up more
* fix python 2.7
* tf session management
* docs
* dqn wip
* fix compile
* dqn
* apex runs
* up
* impotrs
* ddpg
* quotes
* fix tests
* fix last r
* fix tests
* lint
* pass checkpoint restore
* kwar
* nits
* policy graph
* fix yapf
* com
* class
* pyt
* vectorization
* update
* test cpe
* unit test
* fix ddpg2
* changes
* wip
* args
* faster test
* common
* fix
* add alg option
* batch mode and policy serving
* multi serving test
* todo
* wip
* serving test
* doc async env
* num envs
* comments
* thread
* remove init hook
* update
* fix ppo
* comments1
* fix
* updates
* add jenkins tests
* fix
* fix pytorch
* fix
* fixes
* fix a3c policy
* fix squeeze
* fix trunc on apex
* fix squeezing for real
* update
* remove horizon test for now
* multiagent wip
* update
* fix race condition
* fix ma
* t
* doc
* st
* wip
* example
* wip
* working
* cartpole
* wip
* batch wip
* fix bug
* make other_batches None default
* working
* debug
* nit
* warn
* comments
* fix ppo
* fix obs filter
* update
* wip
* tf
* update
* fix
* cleanup
* cleanup
* spacing
* model
* fix
* dqn
* fix ddpg
* doc
* keep names
* update
* fix
* com
* docs
* clarify model outputs
* Update torch_policy_graph.py
* fix obs filter
* pass thru worker index
* fix
* rename
* vlad torch comments
* fix log action
* debug name
* fix lstm
* remove unused ddpg net
* remove conv net
* revert lstm
* wip
* wip
* cast
* wip
* works
* fix a3c
* works
* lstm util test
* doc
* clean up
* update
* fix lstm check
* move to end
* fix sphinx
* fix cmd
* remove bad doc
* envs
* vec
* doc prep
* models
* rl
* alg
* up
* clarify
* copy
* async sa
* fix
* comments
* fix a3c conf
* tune lstm
* fix reshape
* fix
* back to 16
* tuned a3c update
* update
* tuned
* optional
* merge
* wip
* fix up
* move pg class
* rename env
* wip
* update
* tip
* alg
* readme
* fix catalog
* readme
* doc
* context
* remove prep
* comma
* add env
* link to paper
* paper
* update
* rnn
* update
* wip
* clean up ev creation
* fix
* fix
* fix
* fix lint
* up
* no comma
* ma
* Update run_multi_node_tests.sh
* fix
* sphinx is stupid
* sphinx is stupid
* clarify torch graph
* no horizon
* fix config
* sb
* Update test_optimizers.py
2018-07-01 00:05:08 -07:00
Philipp Moritz and Robert Nishihara
762bdf646e
[xray] Put GCS data into the redis data shard ( #2298 )
2018-06-30 15:42:10 -10:00
Richard Liaw and GitHub
d75b39f6df
[tune] Return error trials( #2292 )
2018-06-28 20:23:38 -07:00
Hao Chen and Robert Nishihara
20c0ecb522
Reuse code of checking large pickles ( #2291 )
2018-06-28 16:51:23 -10:00
Sergey Kolesnikov and Richard Liaw
cd63804768
[rllib] Different Activation Support ( #2311 )
2018-06-28 18:41:04 -07:00
Richard Liaw and GitHub
3cc27d2840
[rllib][asv] Support ASV for RLlib ( #2304 )
2018-06-28 17:20:09 -07:00
