Abstract: We present optimizations for sparse matrix-vector multiply SpMV and its generalization to multiple vectors, SpMM, when the matrix is symmetric: (1) symmetric storage, (2) register blocking, ...

High-performance C++ data structure for fast key-based access with guaranteed O(1) operations, dynamic resizing, and memory-efficient design ...