A perspective on digital signal processor based leadership performance accelerator for AI and HPC
摘要
Both HPC and AI applications are substantially motivating the development of processors with ultra-high performance and low power consumption. The software ecosystem plays a pivotal role in the exploitation of processors’ performance. This paper retrospects our practices in advancing DSPs and its software ecosystems into the domain of HPC, AI, and even beyond. We also provide promising research directions to motivate related studies for future high performance processors.