SegFold: Accelerating Sparse GEMM with a Fine-Grained Dynamic Dataflow

Xinrui Wu, Hanyu Wang, Jason Cong +1

Generalized sparse matrix-matrix multiplication (SpGEMM) is critical in many domains. Existing CPUs and GPUs, as well as specialized accelerators, rely on static dataflows (e.g., i…