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2023/12/07 【演講】Enhancing Software Performance through SIMD: Optimizing the Basics

時間:113年1月3日(星期三) 13:00-15:00

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:Enhancing Software Performance through SIMD: Optimizing the Basics

演講摘要:

As processor development enters the post-Moore era, the exponential growth of single-thread performance has slowed in recent years. In this landscape, Single Instruction, Multiple Data (SIMD) instruction set architectures have emerged as pivotal assets for modern applications seeking enhanced efficiency and throughput. Almost all modern generations of processors incorporate SIMD ISAs, each uniquely tailored to diverse application scenarios with distinct design philosophies and programming models. Leveraging SIMD has become increasingly crucial for achieving superior performance.
Modern compilers now provide a range of infrastructure to harness the full potential of SIMD instructions. This talk offers insights into essential SIMD optimization techniques, leveraging the capabilities of these compilers' infrastructure to unlock the power of SIMD for software performance enhancement.