ray/release/xgboost_tests/workloads/train_small.py
Kai Fricke 8804758409
[xgboost] Add XGBoost release tests (#13456)
* Add XGBoost release tests

* Add more xgboost release tests

* Use failure state manager

* Add release test documentation

* Fix wording

* Automate fault tolerance tests
2021-01-20 18:40:23 +01:00

33 lines
741 B
Python

"""Small cluster training
This training run will start 4 workers on 4 nodes (including head node).
Test owner: krfricke
Acceptance criteria: Should run through and report final results.
"""
import ray
from xgboost_ray import RayParams
from _train import train_ray
if __name__ == "__main__":
ray.init(address="auto")
ray_params = RayParams(
elastic_training=False,
max_actor_restarts=2,
num_actors=4,
cpus_per_actor=4,
gpus_per_actor=0)
train_ray(
path="/data/classification.parquet",
num_workers=4,
num_boost_rounds=100,
num_files=25,
regression=False,
use_gpu=False,
ray_params=ray_params,
xgboost_params=None,
)