Skip to content
New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

Sign up for GitHub

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Jump to bottom

[IMP] Research and Benchmark cuGraph Sampling with Host Pinned Memory #37

Open
Tracked by #4350
alexbarghi-nv opened this issue Aug 28, 2024 · 0 comments
Open
Tracked by #4350

[IMP] Research and Benchmark cuGraph Sampling with Host Pinned Memory #37

alexbarghi-nv opened this issue Aug 28, 2024 · 0 comments
Assignees
@alexbarghi-nv
Labels
improvement Improves an existing functionality

Comments

@alexbarghi-nv
Copy link
Member

alexbarghi-nv commented Aug 28, 2024 •
edited
Loading

Currently, managed memory is the preferred approach for sampling in resource-constrained environments, but it has a number of drawbacks, including large page sizes. UVA is already used by DGL in its GPU-enabled sampling approach; it would be good to see how it performs within cuGraph.

See: rapidsai/rmm#1392
@alexbarghi-nv alexbarghi-nv added the improvement Improves an existing functionality label Aug 28, 2024
@alexbarghi-nv alexbarghi-nv self-assigned this Aug 28, 2024
@alexbarghi-nv alexbarghi-nv mentioned this issue Aug 28, 2024
Open
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment
Assignees

@alexbarghi-nv alexbarghi-nv

Labels
improvement Improves an existing functionality
Projects
None yet
Milestone
No milestone
Development

No branches or pull requests
1 participant
@alexbarghi-nv