ray/release/xgboost_tests
Kai Fricke 2cf20e5406
[ci/release] Use 1.12.1 as base image in app configs (#25216)
Many release tests are currently failing for cuda version incompatibilities. Pinning the base image to 1.12.1 seems to resolve the problem for the time being.
2022-05-26 18:58:20 +02:00
..
workloads [Release] Upgrade instance types for xgboost gpu release tests (#24002) 2022-04-20 15:18:22 -07:00
app_config.yaml [ci/release] Use 1.12.1 as base image in app configs (#25216) 2022-05-26 18:58:20 +02:00
app_config_gpu.yaml [ci/release] Use 1.12.1 as base image in app configs (#25216) 2022-05-26 18:58:20 +02:00
create_test_data.py [CI] Format Python code with Black (#21975) 2022-01-29 18:41:57 -08:00
README.rst [xgboost] Update XGBoost release test configs (#13941) 2021-02-17 23:00:49 +01:00
tpl_cpu_moderate.yaml [release] Move xgboost tune small + microbenchmark release test to new release automation (#15619) 2021-05-08 20:38:39 +01:00
tpl_cpu_small.yaml [release] Move xgboost tune small + microbenchmark release test to new release automation (#15619) 2021-05-08 20:38:39 +01:00
tpl_gpu_small.yaml [Release] Upgrade instance types for xgboost gpu release tests (#24002) 2022-04-20 15:18:22 -07:00

XGBoost on Ray tests
====================

This directory contains various XGBoost on Ray release tests.

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

Overview
--------
There are four kinds of tests:

1. ``distributed_api_test`` - checks general API functionality and should finish very quickly (< 1 minute)
2. ``train_*`` - checks single trial training on different setups.
3. ``tune_*`` - checks multi trial training via Ray Tune.
4. ``ft_*`` - checks fault tolerance.

Generally the releaser tool will run all tests in parallel, but if you do
it sequentially, be sure to do it in the order above. If ``train_*`` fails,
``tune_*`` will fail, too.

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