Title
Highly parallel GEMV with register blocking method on GPU architecture.
Abstract
•We propose a register blocking method for GEMV on GPU.•The proposed method can improve the parallelism and reuse data on chip at the same time.•Different block sizes are tested to found the best block size on a GPU platform.
Year
DOI
Venue
2014
10.1016/j.jvcir.2014.06.002
Journal of Visual Communication and Image Representation
Keywords
Field
DocType
GEMV,Register blocking,Data reuse,Memory bandwidth,GPU,Many-core,Parallelization,CUDA
Kernel (linear algebra),Memory bandwidth,Matrix (mathematics),Computer science,CUDA,Parallel computing,Image processing,Thread (computing),Multiplication,Speedup
Journal
Volume
Issue
ISSN
25
7
1047-3203
Citations 
PageRank 
References 
2
0.45
8
Authors
7
Name
Order
Citations
PageRank
Jian Yin186197.01
Hui Yu220.45
XU Wei-Zhi3368.65
Yuxuan Wang420.45
Zhu Tian520.45
Yingping Zhang620.45
Bochuan Chen720.45