Skip to content

Latest commit

 

History

History

rllib_tests

Folders and files

NameName
Last commit message
Last commit date

parent directory

..
checkpointing_tests
checkpointing_tests
 
 
learning_tests
learning_tests
 
 
multi_gpu_learning_tests
multi_gpu_learning_tests
 
 
multi_gpu_with_attention_learning_tests
multi_gpu_with_attention_learning_tests
 
 
multi_gpu_with_lstm_learning_tests
multi_gpu_with_lstm_learning_tests
 
 
smoke_tests
smoke_tests
 
 
stress_tests
stress_tests
 
 
unit_gpu_tests
unit_gpu_tests
 
 
1gpu_16cpus.yaml
1gpu_16cpus.yaml
 
 
1gpu_16cpus_gce.yaml
1gpu_16cpus_gce.yaml
 
 
1gpu_24cpus.yaml
1gpu_24cpus.yaml
 
 
1gpu_24cpus_gce.yaml
1gpu_24cpus_gce.yaml
 
 
1gpu_32cpus.yaml
1gpu_32cpus.yaml
 
 
1gpu_32cpus_gce.yaml
1gpu_32cpus_gce.yaml
 
 
1gpu_4cpus.yaml
1gpu_4cpus.yaml
 
 
1gpu_4cpus_gce.yaml
1gpu_4cpus_gce.yaml
 
 
2gpus_32cpus.yaml
2gpus_32cpus.yaml
 
 
2gpus_32cpus_gce.yaml
2gpus_32cpus_gce.yaml
 
 
2gpus_64cpus.yaml
2gpus_64cpus.yaml
 
 
2gpus_64cpus_gce.yaml
2gpus_64cpus_gce.yaml
 
 
32cpus.yaml
32cpus.yaml
 
 
32cpus_gce.yaml
32cpus_gce.yaml
 
 
4gpus_512_cpus_gce.yaml
4gpus_512_cpus_gce.yaml
 
 
4gpus_544_cpus.yaml
4gpus_544_cpus.yaml
 
 
4gpus_64cpus.yaml
4gpus_64cpus.yaml
 
 
4gpus_64cpus_gce.yaml
4gpus_64cpus_gce.yaml
 
 
8gpus_96cpus.yaml
8gpus_96cpus.yaml
 
 
8gpus_96cpus_gce.yaml
8gpus_96cpus_gce.yaml
 
 
README.rst
README.rst
 
 
app_config.yaml
app_config.yaml
 
 
debug_app_config.yaml
debug_app_config.yaml
 
 
multi_node_checkpointing_compute_config.yaml
multi_node_checkpointing_compute_config.yaml
 
 
multi_node_checkpointing_compute_config_gce.yaml
multi_node_checkpointing_compute_config_gce.yaml
 
 

README.rst

RLlib Tests

This directory contains various RLlib release tests.

You should run these tests with the 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.