From Characterization to Microarchitecture: Designing an Elegant and Reliable BFP-Based NPU

Jie Zhang, Jiapeng Guan, Hao Zhou +4

Block Floating-Point (BFP) is emerging as an attractive data format for edge Neural Processing Units (NPUs), combining wide dynamic range with high hardware efficiency. However, it…