chrec/hdconeapi

CPU, GPU, and FPGA accelerators for hyperdimensional computing (HDC) written using oneAPI.

HDConeAPI

This repository contains XPU accelerators written using Intel's oneAPI, along with the corresponding builds. More information can be found in the corresponding manuscripts: Multiarchitecture Hardware Acceleration of Hyperdimensional Computing and Multiarchitecture Hardware Acceleration of Hyperdimensional Computing Using oneAPI .

If you make use of this code, please use the following citation:

I. Peitzsch, M. Ciora and A. D. George, "Multiarchitecture Hardware Acceleration of Hyperdimensional Computing," 2023 IEEE High Performance Extreme Computing Conference (HPEC), Boston, MA, USA, 2023, pp. 1-7, doi: 10.1109/HPEC58863.2023.10363602.