Custom 8-bit floating point value format for reducing shared memory bank conflict in approximate nearest neighbor search

Hiroyuki Ootomo, Akira Naruse

The k-nearest neighbor search is used in various applications such as machine learning, computer vision, database search, and information retrieval. While the computational cost of…