Skip to content

vtsynergy/SYCL-Jaccard

Folders and files

NameName
Last commit message
Last commit date

Latest commit

0fd5d9d · Oct 24, 2022

History

90 Commits
Oct 19, 2022
Oct 19, 2022
Oct 20, 2022
Oct 24, 2022
Oct 20, 2022
Oct 20, 2022
Oct 19, 2022
Oct 19, 2022
Oct 19, 2022
Oct 19, 2022
Oct 20, 2022
Oct 20, 2022
Oct 20, 2022
Oct 19, 2022
Oct 19, 2022
Oct 19, 2022
Oct 20, 2022
Oct 20, 2022
Oct 19, 2022
Oct 19, 2022

Repository files navigation

A SYCL implementation of Edge-connected Jaccard Similarity

In addition to a bespoke edge-centric kernel, this work leverages a hand-translated version of the vertex-centric kernel pipeline from cuGraph (https://github.com/rapidsai/cugraph) licensed under Apache 2.0. Please see NOTICE for a description of which elements were reused and where.

Please Cite: Edge-Connected Jaccard Similarity for Graph Link Prediction on FPGA, Paul Sathre, Atharva Gondhalekar, Wu-chun Feng, In Proceedings of the IEEE High Performance Extreme Computing Conference (HPEC), Waltham, MA, September 2022. (Insert DOI once available)

  • For reproducibility, refer to the 7 revisions with the key hpec22 in their tag. Input data can be found here: HPEC'22 Input CSR Data