Sparsity-Aware Roofline Models for Sparse Matrix-Matrix Multiplication

Matthew Qian, Yahia Ramadan, Suhita Anubha +1

Sparse matrix-dense matrix multiplication (SpMM) is a critical kernel in scientific computing, graph analytics, and machine learning, whose performance is often constrained by memo…