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ray/release/rllib_tests
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gjoliver e9f66cc394
Reduce success criteria for a few learning tests. (#19484)
2021-10-18 15:44:38 -07:00
..
learning_tests Reduce success criteria for a few learning tests. (#19484) 2021-10-18 15:44:38 -07:00
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
stress_tests [RLlib; testing] Fix bug in stress tests not handling >1 trials per experiment (due to grid-search in IMPALA stress tests). (#18705) 2021-09-20 15:31:57 +02:00
unit_gpu_tests [RLlib] Add multi-GPU learning tests to nightly. (#17778) 2021-08-18 17:21:01 +02:00
1gpu_4cpus.yaml [RLlib] Upgrade RLlib regression test scripts to new testing tool - RLlib release logs for 1.4. (#16080) 2021-06-01 17:39:18 +02:00
2gpus_32cpus.yaml [RLlib] Add multi-GPU learning tests to nightly. (#17778) 2021-08-18 17:21:01 +02:00
4gpus_64cpus.yaml [RLlib] Expand machine for nightly multi-gpu learning tests. (#17955) 2021-08-19 22:27:30 +02:00
4gpus_544_cpus.yaml [ci/rllib] wait for stress test cluster (#18603) 2021-09-14 19:01:22 +01:00
8gpus_64cpus.yaml [RLlib] Add [LSTM=True + multi-GPU]-tests to nightly RLlib testing suite (for all algos supporting RNNs, except R2D2, RNNSAC, and DDPPO). (#18017) 2021-08-24 21:55:27 +02:00
8gpus_96cpus.yaml [RLlib] Add [LSTM=True + multi-GPU]-tests to nightly RLlib testing suite (for all algos supporting RNNs, except R2D2, RNNSAC, and DDPPO). (#18017) 2021-08-24 21:55:27 +02:00
app_config.yaml [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] 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 Increase rllib stress tests timeout for smoke test (#18810) 2021-09-22 14:30:42 +01:00
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.