New Row-grouped CSR format for storing the sparse matrices on GPU with implementation in CUDA

Details New Row-grouped CSR format for storing the sparse matrices on GPU with implementation in CUDA New Row-grouped CSR format for storing the sparse matrices on GPU with implementation in CUDA

2010-12-10

arxiv.org/abs/1012.2270v1

Computer Science

Distributed, Parallel, and Cluster Computing

21 pages, 8 figures, 7 tables

Scientific paper

In this article we present a new format for storing sparse matrices. The
format is designed to perform well mainly on the GPU devices. We present its
implementation in CUDA. The performance has been tested on 1,600 different
types of matrices and we compare our format with the Hybrid format. We give
detailed comparison of both formats and show their strong and weak parts.

Affiliated with

Also associated with

No associations

Rating

New Row-grouped CSR format for storing the sparse matrices on GPU with implementation in CUDA does not yet have a rating. At this time, there are no reviews or comments for this scientific paper.

If you have personal experience with New Row-grouped CSR format for storing the sparse matrices on GPU with implementation in CUDA, we encourage you to share that experience with our LandOfFree.com community. Your opinion is very important and New Row-grouped CSR format for storing the sparse matrices on GPU with implementation in CUDA will most certainly appreciate the feedback.

Rate now

Comments { 0 }

Profile ID: LFWR-SCP-O-107752