Heterogeneous Sparse Matrix-Vector Multiplication via Compressed Sparse Row Format

Phillip Allen Lane, Joshua Dennis Booth

Sparse matrix-vector multiplication (SpMV) is one of the most important kernels in high-performance computing (HPC), yet SpMV normally suffers from ill performance on many devices.…