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2gpus_32cpus.yaml
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2gpus_64cpus.yaml
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32cpus.yaml
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32cpus_gce.yaml
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4gpus_64cpus.yaml
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8gpus_96cpus.yaml
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app_config.yaml
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debug_app_config.yaml
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multi_node_checkpointing_compute_config.yaml
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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.