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ray/release/rllib_tests
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Jun Gong 83955a9407
[RLlib] Extend CQL perf test to 1hr. (#21449)
2022-01-07 11:35:16 +01:00
..
learning_tests [RLlib] Always attach latest eval metrics. (#21011) 2021-12-15 11:42:53 +01:00
multi_gpu_learning_tests [RLlib] Add multi-GPU attention net tests to nightly test suite (+ R2D2 tests for LSTM and attention nets). (#18368) 2021-09-06 17:48:05 +02:00
multi_gpu_with_attention_learning_tests [RLlib Testing] Lower --smoke-test "time_total_s" to make sure it doesn't time out. (#18670) 2021-09-16 18:22:23 +02:00
multi_gpu_with_lstm_learning_tests [RLlib] Fix R2D2 (torch) multi-GPU issue. (#18550) 2021-09-14 19:58:10 +02:00
performance_tests [RLlib] Extend CQL perf test to 1hr. (#21449) 2022-01-07 11:35:16 +01:00
stress_tests [Release] Fix stress_tests (#20233) 2021-11-10 16:05:46 -08:00
unit_gpu_tests [RLlib] Add multi-GPU learning tests to nightly. (#17778) 2021-08-18 17:21:01 +02:00
1gpu_4cpus.yaml [RLlib] Add an RLlib Tune experiment to UserTest suite. (#19807) 2021-11-03 17:04:27 -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 [rllib] Make sure json can serialize result dict (#20439) 2021-11-17 10:27:00 -08:00
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
rllib_tests.yaml Revert "[Nightly Test] Add a team column to each test config. (#21198)" (#21289) 2021-12-30 06:44:51 +09:00
wait_cluster.py [RLlib Testing] Lower --smoke-test "time_total_s" to make sure it doesn't time out. (#18670) 2021-09-16 18:22:23 +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.