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

Tomáš Oberhuber, Atsushi Suzuki, Jan Vacata

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 pe…