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74 Commits

Author SHA1 Message Date
daiyaanarfeen 8f6d73a93a [sgd] Extend distributed pytorch functionality (#5675) 
* raysgd

* apply fn

* double quotes

* removed duplicate TimerStat

* removed duplicate find_free_port

* imports in pytorch_trainer

* init doc

* ray.experimental

* remove resize example

* resnet example

* cifar

* Fix up after kwargs

* data_dir and dataloader_workers args

* formatting

* loss

* init

* update code

* lint

* smoketest

* better_configs

* fix

* fix

* fix

* train_loader

* fixdocs

* ok

* ok

* fix

* fix_update

* fix

* fix

* done

* fix

* fix

* fix

* small

* lint

* fix

* fix

* fix_test

* fix

* validate

* fix

* fi
 2019-11-05 11:16:46 -08:00
Richard Liaw e94bebb1de [tune] Fix Jenkins tests (#6028) 2019-11-01 16:42:04 -07:00
Richard Liaw 48ba484640 [tune] Test TF2.0, TF1.14, TF1.12 Tensorboard support (#5931) 2019-10-18 13:50:42 -07:00
Richard Liaw d52a4983af Update TF documentation (#5918) 2019-10-16 01:31:27 -07:00
Richard Liaw 9f23620412 [tune] tf2.0 mnist example (#5898) 
* tfmnistexample

* tfmnist

* add_to_ci

* format

* exampledownlaod

* fix
 2019-10-15 22:25:01 -07:00
Richard Liaw 1650f7b174 [tune] Remove TF MNIST example + add TrialRunner hook to execut… (#5868) 
* remove test

* add trial runner

* remvoerestore

* Remove other mnist examples

* tunetest

* revert

* v1

* Revert "v1"

This reverts commit c8bddaf2db7a8270c43c02021cac0e75df15ed20.

* Revert "revert"

This reverts commit b58f56884a0c288d3a6f997d149ab4d496ddd7a3.

* errors

* format
 2019-10-13 20:33:56 -07:00
Eric Liang 04e997fe0d Fix TF2 / rllib test (#5846) 2019-10-07 14:25:16 -07:00
Anthony Yu b99cdf4e39 [tune] PBT + Memnn example (#5723) 
* Add example file

* Move into train function

* Somewhat working example of MemNN, still has some failed trials

* Reorganize into a class

* Small fixes

* Iteration decrease and fix hyperparam_mutations

* Add example file

* Move into train function

* Somewhat working example of MemNN, still has some failed trials

* Reorganize into a class

* Small fixes

* Iteration decrease and fix hyperparam_mutations

* Some style edits

* Address PR changes without modifying learning rate

* Add configs and hyperparameter mutations

* Add tune test

* Modify import locations

* Some parameter changes for testing

* Update memnn example

* Add tensorboard support and address PR comment

* Final changes

* lint

* generator
 2019-10-05 09:22:37 -07:00
Edward Oakes 443feb75f0 Fix test (#5810) 2019-09-30 19:39:53 -07:00
Richard Liaw baf85c6665 [tune/sgd] Fix Jenkins (#5765) 2019-09-27 09:59:08 -07:00
Richard Liaw 10f21fa313 [docs] Convert Examples to Gallery (#5414) 2019-09-24 15:46:56 -07:00
Richard Liaw e00071721a [tune] tf2.0 testing and supporting callables (#5738) 2019-09-21 17:01:14 -07:00
jichan3751 1711e202a3 [training] Tensorflow interface for MultiNode SGD (#5440) 2019-09-03 15:35:42 -07:00
Richard Liaw 411f30c125 [docs] Second push of changes (#5391) 2019-08-28 17:54:15 -07:00
Eric Liang 97ccd75952 [rllib] Enable object store memory limit by default (#5534) 2019-08-26 01:37:28 -07:00
gehring b520f6141e [rllib] Adds eager support with a generic TFEagerPolicy class (#5436) 2019-08-23 14:21:11 +08:00
Richard Liaw cdc9227f1b [tune] ASHA xgboost and lightgbm examples (#5500) 2019-08-22 10:37:59 -07:00
Robert Nishihara 851c5b2dae Add a script for benchmarking performance for Ray developers. (#5472) 2019-08-19 23:41:23 -07:00
Richard Liaw d7b309223b [tune] MLFlow Logger (#5438) 2019-08-14 15:58:18 -07:00
Lisa Dunlap b7d0733362 [tune] Implement BOHB (#5382) 2019-08-13 12:32:07 -07:00
Eric Liang a1d2e17623 [rllib] Autoregressive action distributions (#5304) 2019-08-10 14:05:12 -07:00
jichan3751 de95117e96 [sgd] Tune interface for Pytorch MultiNode SGD (#5350) 2019-08-10 13:51:44 -07:00
Simon Mo 18f1e904de Bump 0.8.0.dev2 -> 0.8.0.dev3 (#5409) 2019-08-09 11:37:19 -07:00
Eric Liang 592f313210 [rllib] Centralized critic / PPO example on TwoStepGame (#5392) 2019-08-08 14:03:28 -07:00
Wonseok Jeon 281829e712 MADDPG implementation in RLlib (#5348) 2019-08-06 16:22:06 -07:00
Eric Liang 5d7afe8092 [rllib] Try moving RLlib to top level dir (#5324) 2019-08-05 23:25:49 -07:00
Richard Liaw 1eaa57c98f [tune] Distributed example + walkthrough (#5157) 2019-08-02 09:17:20 -07:00
Eric Liang 3bdd114282 [rllib] Better example rnn envs (#5300) 2019-07-28 14:07:18 -07:00
Eric Liang a62c5f40f6 [rllib] Document ModelV2 and clean up the models/ directory (#5277) 2019-07-27 02:08:16 -07:00
Richard Liaw 7e715520e5 [sgd] Example for Training (#5292) 2019-07-27 01:10:25 -07:00
Eric Liang f9043cc49a [rllib] Remove experimental eager support 2019-07-21 12:27:17 -07:00
Jones Wong 0af07bd493 Enable seeding actors for reproducible experiments (#5197) 
*  enable graph-level worker-specific seed

*  lint checked

*  revised according to eric's suggestions

*  revised accordingly and added a test case

*  formated

* Update test_reproducibility.py

* Update trainer.py

* Update rollout_worker.py

* Update run_rllib_tests.sh

* Update worker_set.py
 2019-07-17 23:31:34 -07:00
Richard Liaw b6509f46b0 Update wheels to 0.8.0dev2 (#5186) 2019-07-12 17:27:03 -07:00
Richard Liaw 0b540ab492 [tune] Test example checkpointing (#4728) 2019-07-10 01:58:26 -07:00
Eric Liang 34d054ff19 [rllib] ModelV2 API (#4926) 2019-07-03 15:59:47 -07:00
Richard Liaw b1827d5fbe [tune] Update MNIST Example (#4991) 2019-06-25 22:50:15 -07:00
Richard Liaw bd8aceb896 [ci] Change Jenkins to py3 (#5022) 
* conda3

* integration

* add nevergrad, remotedata

* pytest 0.3.1

* otherdockers

* setup

* tune
 2019-06-24 21:50:37 -07:00
Eric Liang 9e328fbe6f [rllib] Add docs on how to use TF eager execution (#4927) 2019-06-07 16:42:37 -07:00
Robert Nishihara c3f8fc1c44 Update version number in documentation after release 0.7.0 -> 0.7.1 and 0.8.0.dev0 -> 0.8.0.dev1. (#4941) 2019-06-06 17:22:45 -07:00
Eric Liang 7501ee51db [rllib] Rename PolicyEvaluator => RolloutWorker (#4820) 2019-06-03 06:49:24 +08:00
Peter Schafhalter c2ade075a3 [sgd] Distributed Training via PyTorch (#4797) 
Implements distributed SGD using distributed PyTorch.
 2019-06-01 21:39:22 -07:00
Eric Liang 1c073e92e4 [rllib] Fix documentation on custom policies (#4910) 
* wip

* add docs

* lint

* todo sections

* fix doc
 2019-06-01 16:13:21 +08:00
Eric Liang d7be5a5d36 [rllib] Fix error getting kl when simple_optimizer: True in multi-agent PPO 2019-05-27 17:24:45 -07:00
Devin Petersohn a7d01aba9b Update wheel versions in documentation to 0.8.0.dev0 and 0.7.0. (#4847) 2019-05-24 16:49:13 -07:00
Eric Liang 351753aae5 [rllib] Remove dependency on TensorFlow (#4764) 
* remove hard tf dep

* add test

* comment fix

* fix test
 2019-05-10 20:36:18 -07:00
Devin Petersohn edb8465910 [ray-core] Initial addition of performance integration testing files (#4325) 2019-05-08 13:40:54 -07:00
Eric Liang ce66a552bf Move large mem test to end (#4664) 2019-04-19 11:43:22 -07:00
Eric Liang 3fd9dea721 [rllib] Fix tune.run(Agent class) (#4630) 
* update

* Update __init__.py
 2019-04-15 09:12:23 -07:00
cfan bb207a205b [rllib] Support torch device and distributions. (#4553) 2019-04-12 11:39:14 -07:00
Eric Liang 4f46d3e9bf [rllib] Add multi-agent examples for hand-coded policy, centralized VF (#4554) 2019-04-09 00:36:49 -07:00