Rosko: Row Skipping Outer Products for Sparse Matrix Multiplication Kernels

Vikas Natesh, Andrew Sabot, H. T. Kung +1

We propose Rosko -- row skipping outer products -- for deriving sparse matrix multiplication (SpMM) kernels in reducing computation and memory access requirements of deep neural ne…