The cuSPARSE APIs provides GPU-accelerated basic linear algebra subroutines for sparse matrix computations for unstructured sparsity. cuSPARSE is widely used by engineers and scientists working on applications in machine learning, AI, computational fluid dynamics, seismic exploration, and computational sciences.