Pierce I. Chuang

Viterbi-based Pruning for Sparse Matrix with Fixed and High Index Compression Ratio

Weight pruning has proven to be an effective method in reducing the model size and computation cost while not sacrificing the model accuracy. Conventional sparse matrix formats, however, involve irregular index structures with large storage requirement and sequential reconstruction process, resultin…