SPARSE MATRIX-VECTOR MULTIPLICATION ON NVIDIA GPU
Hui Liu, Song Yu, Zhangxin Chen, B. R. Hsieh, Lei Shao · 2012
In this paper, we present our work on developing a new matrix format and a new sparse matrix-vector multiplication algorithm. The matrix format is HEC, which is a hybrid format. This matrix format is efficient for sparse matrix-vector multiplication and is friendly to preconditioner. Numerical experiments show that our sparse matrix-vector multiplication algorithm is efficient on GPU.