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ray/release/rllib_tests
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Artur Niederfahrenhorst 0dceddb912
[RLlib] Move learning_starts logic from buffers into training_step(). (#26032)
2022-08-11 13:07:30 +02:00
..
learning_tests [RLlib] Move learning_starts logic from buffers into training_step(). (#26032) 2022-08-11 13:07:30 +02:00
multi_gpu_learning_tests [RLlib] Replay Buffer API and Ape-X. (#24506) 2022-05-17 13:43:49 +02:00
multi_gpu_with_attention_learning_tests [CI] Format Python code with Black (#21975) 2022-01-29 18:41:57 -08:00
multi_gpu_with_lstm_learning_tests [RLlib] Fix the 2 failing RLlib release tests. (#25603) 2022-06-14 14:51:08 +02:00
stress_tests [CI] Format Python code with Black (#21975) 2022-01-29 18:41:57 -08:00
unit_gpu_tests [ci] Clean up ci/ directory (refactor ci/travis) (#23866) 2022-04-13 18:11:30 +01:00
1gpu_4cpus.yaml [RLlib] Add an RLlib Tune experiment to UserTest suite. (#19807) 2021-11-03 17:04:27 -07:00
1gpu_16cpus.yaml [RLlib] Deflake MARWIL and BC and remove memory leak from torch MARWIL policy (#27406) 2022-08-03 16:53:12 -07:00
1gpu_24cpus.yaml [RLlib] Revert Revert Fix apex long running test (#26928) 2022-07-26 15:10:25 -07:00
2gpus_32cpus.yaml [RLlib] Add an RLlib Tune experiment to UserTest suite. (#19807) 2021-11-03 17:04:27 -07:00
4gpus_64cpus.yaml [RLlib] Add an RLlib Tune experiment to UserTest suite. (#19807) 2021-11-03 17:04:27 -07:00
4gpus_544_cpus.yaml [Tune release test] Set 500G disk space for rllib_tests. (#19730) 2021-10-26 10:12:03 -07:00
8gpus_64cpus.yaml [Tune release test] Set 500G disk space for rllib_tests. (#19730) 2021-10-26 10:12:03 -07:00
8gpus_96cpus.yaml [Tune release test] Set 500G disk space for rllib_tests. (#19730) 2021-10-26 10:12:03 -07:00
12gpus_192cpus.yaml [RLlib] Create a set of performance benchmark tests to run nightly. (#19945) 2021-11-08 18:15:13 +01:00
app_config.yaml Bump gym dep to 0.24 (#26190) 2022-07-22 12:37:16 -07:00
README.rst [RLlib] Upgrade RLlib regression test scripts to new testing tool - RLlib release logs for 1.4. (#16080) 2021-06-01 17:39:18 +02:00

README.rst 

RLlib Tests
===========

This directory contains various RLlib release tests.

You should run these tests with the `releaser <https://github.com/ray-project/releaser>`_ tool.

Overview
--------
Currently, there are 3 RLlib tests:

1. ``learning_tests`` - Tests, whether major algos (tf+torch) can learn in Atari or PyBullet envs in ~30-60min.
1. ``stress_tests`` - Runs 4 IMPALA Atari jobs, each one using 1GPU and 128CPUs (needs autoscaling to succeed).
1. ``unit_gpu_tests`` - Tests, whether all of RLlib's example scripts can be run on a GPU.

Generally the releaser tool will run all tests in parallel.

Acceptance criteria
-------------------
These tests are considered passing when they throw no error at the end of the output log.