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2023/12/07 【演講】Evolution and Application of Single Instruction Multiple Data (SIMD) Architectures in Computer Systems

時間:112年12月27日(星期三) 13:10-16:00

地點:大仁樓101教室  

主持人:彭彥璁 老師

演講者:嚴梓鴻 / Champ Yen (Sr. Silicon Architect in Google)

演講題目:Evolution and Application of Single Instruction Multiple Data (SIMD) Architectures in Computer Systems

演講摘要:

Single Instruction, Multiple Data (SIMD) instruction architectures, have played a pivotal role in various computer architectures for an extended period. Despite their widespread use, each SIMD ISA embodies a unique design philosophy and serves distinct application purposes. With the escalating demand for computational power in domains such as image processing, multimedia, data processing, and machine learning, SIMD ISAs have emerged as crucial solutions for harnessing computational capabilities across diverse processor architectures. This presentation introduces the historical development and philosophies behind SIMD ISAs. It also introduces various SIMD ISAs and the pipelines of different processors, and the fundamental techniques for coding that generate SIMD instructions.