Company Filing History:
Years Active: 2020-2021
Title: Akihiro Hayashi: Innovator in Runtime GPU/CPU Selection
Introduction: Akihiro Hayashi is a notable inventor based in Atlanta, GA, who has made significant contributions to the field of computing. He is recognized for his innovative work in optimizing the performance of data parallel loops through runtime GPU/CPU selection. With a total of 2 patents, Hayashi continues to push the boundaries of technology.
Latest Patents: One of Hayashi's latest patents focuses on a method, computer program product, and system that enables a processor to obtain, during runtime, two versions of a data parallel loop for an operation. This system includes a CPU and a GPU that are accessible to the host computing system. The processor profiles the two versions by asynchronously executing the first version with the GPU and the second version with the CPU in a profile mode. It generates execution times for both versions and stores this data along with performance metrics. The processor updates regression models to predict performance for unknown loop sizes and executes the operation based on the performance data.
Career Highlights: Akihiro Hayashi is currently employed at International Business Machines Corporation (IBM), where he applies his expertise in computing and innovation. His work has contributed to advancements in how computing systems manage and optimize processing tasks.
Collaborations: Hayashi has collaborated with talented individuals such as Gita Koblents and Alon Shalev Housfater, further enhancing the innovative environment in which he works.
Conclusion: Akihiro Hayashi is a prominent figure in the realm of computing innovations, particularly in runtime GPU/CPU selection. His contributions through patents and collaborations continue to shape the future of technology.