Kazuhiro Serizawa (芹沢和洋)

Undergraduate student, in the second year at master's course in computer science (as of Feb 2020)
Department of Computer Science, Graduate School of Systems and Information Engineering, University of Tsukuba, Japan
I belong to High Performance Computing System labs.
I'm studying about Deep Learning system design

Publications

Kazuhiro Serizawa and Osamu Tatebe. 2019. Accelerating Machine Learning I/O by Overlapping Data Staging and Mini-batch Generations. In Proceedings of the 6th IEEE/ACM International Conference on Big Data Computing, Applications and Technologies (BDCAT ’19). Association for Computing Machinery, New York, NY, USA, 31–34. DOI:https://doi.org/10.1145/3365109.3368768 [online]

芹沢和洋, 建部修見: "大規模機械学習訓練におけるI/O性能の高速化", 情報処理学会第170回 HPC 研究会報告 (HPC170), Vol. 2019-HPC-170, No. 9, July. 2019. [online]
芹沢和洋, 建部修見: "深層ニューラルネットワークにおける訓練高速化のための自動最適化", 情報処理学会第168回 HPC 研究会報告 (HPC168), Vol. 2019-HPC-168, No. 25, Mar. 2019. [online]