Feature-based spmv performance analysis on contemporary devices
P Mpakos, D Galanopoulos… - 2023 IEEE …, 2023 - ieeexplore.ieee.org
The SpMV kernel is characterized by high performance variation per input matrix and
computing platform. While GPUs were considered State-of-the-Art for SpMV, with the …
computing platform. While GPUs were considered State-of-the-Art for SpMV, with the …
CCF: An efficient SpMV storage format for AVX512 platforms
M Almasri, W Abu-Sufah - Parallel Computing, 2020 - Elsevier
We present a sparse matrix vector multiplication (SpMV) kernel that uses a novel sparse
matrix storage format and delivers superior performance for unstructured matrices on Intel …
matrix storage format and delivers superior performance for unstructured matrices on Intel …
Optimizing SpMV on Heterogeneous Multi-Core DSPs through Improved Locality and Vectorization
The sparse matrix-vector multiplication (SpMV) is widely used in large-scale scientific
computing and engineering. However, optimizing SpMV for high-performance digital signal …
computing and engineering. However, optimizing SpMV for high-performance digital signal …