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.

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

Cut peak memory footprint in graph creation #3966

Merged
merged 5 commits into from
Nov 1, 2023

Conversation

seunghwak
Copy link
Contributor

This limits memory footprint (especially in single-GPU or multi-GPU with a small number of GPUs) to the size of edge list * 1.5 + alpha (alpha to store O(V) data, V: # vertices).

…revious segmented sort based neighbor list sorting to global sorting as I don't see significant performance difference anymore)
@seunghwak seunghwak requested a review from a team as a code owner October 31, 2023 07:29
@copy-pr-bot
Copy link

copy-pr-bot bot commented Oct 31, 2023

This pull request requires additional validation before any workflows can run on NVIDIA's runners.

Pull request vetters can view their responsibilities here.

Contributors can view more details about this message here.

@seunghwak seunghwak added improvement Improvement / enhancement to an existing function non-breaking Non-breaking change labels Oct 31, 2023
@seunghwak seunghwak self-assigned this Oct 31, 2023
@seunghwak seunghwak added this to the 23.12 milestone Oct 31, 2023
@ChuckHastings
Copy link
Collaborator

/merge

@rapids-bot rapids-bot bot merged commit 0a90563 into rapidsai:branch-23.12 Nov 1, 2023
73 checks passed
@seunghwak seunghwak deleted the enh_memory_footprint branch May 22, 2024 17:37
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment
Labels
improvement Improvement / enhancement to an existing function non-breaking Non-breaking change
Projects
None yet
Development

Successfully merging this pull request may close these issues.

3 participants