r/Python 4d ago

Resource Experiments in scaling RAPIDS GPU libraries with Ray

Experimental work scaling RAPIDS GPU Python libraries with Ray:
https://developer.nvidia.com/blog/accelerating-gpu-analytics-using-rapids-and-ray/

25 Upvotes

1 comment sorted by

1

u/busybody124 4d ago

This is pretty cool but it would be killer to have tighter integration at the Ray Train level. We use Ray Train and Ray Data at work and generally don't have to call down to the lower level Ray Core APIs, which leaves things at a nice high level of abstraction.