大山洋介 / Yosuke Oyama (Yōsuke Ōyama) received his degree of Doctor of Science in Tokyo Institute of Technology at Matsuoka laboratory.
Publications
See Publications.
Education/Career
- [Mar. 2016] Bachelor of Science at Tokyo Institute of Technology, Dept. of Information Science (学士(理学), 東京工業大学, 理学部 情報科学科)
- Thesis title: 大規模非同期ディープラーニングシステムの精度を考慮した性能モデリング
- Supervisor: Prof. Satoshi Matsuoka
- As a valedictorian of the department
- [Aug. - Sep. 2016] Internship at FUJITSU LABORATORIES LTD.
- [Jul. - Aug. 2017] Student Summer Research Fellowship at ETH Zurich
- [Mar. 2018] Master of Science at Tokyo Institute of Technology, School of Computing (修士(理学), 東京工業大学, 情報理工学院 数理・計算科学系)
- Thesis title (EN): Automatic and Adaptive Optimization of Convolution Workspace and Communication Precision for Deep Learning
- Thesis title (JA): 深層学習における畳み込み演算のメモリ消費量および通信データ型の自動的かつ適合的な最適化
- Supervisor: Prof. Satoshi Matsuoka
- As a valedictorian of the major
- [Apr. 2018 - Mar. 2021] JSPS Research Fellowship for Young Scientist (学振特別研究員)
- [Jan. 2019 - Mar. 2019] Temporary Student Intern at Lawrence Livermore National Laboratory
- [Mar. 2021] Doctor of Science at Tokyo Institute of Technology, School of Computing (博士(理学), 東京工業大学, 情報理工学院 数理・計算科学系)
- Thesis title (EN): Hierarchical Hybrid Parallel Training of Large-Scale Convolutional Neural Networks
- Thesis title (JA): 大規模畳み込みニューラルネットワークの階層的なハイブリッド並列学習
- Supervisor: Prof. Satoshi Matsuoka
- [Apr. 2021 - Now] FUJITSU LIMITED (富士通株式会社)
Skills
- Language: Japanese (native), English (intermediate)
- Coding: C/C++ (incl. CUDA, MPI, OpenMP), Python, R, LaTeX (incl. beamer), Java, JavaScript
- Software preference: Bash, Git, Emacs, CMake