Yet Another Accelerated SGD: ResNet-50 Training on ImageNet in 74.7 seconds. - Masafumi Yamazaki; Akihiko Kasagi; Akihiro Tabuchi; Takumi Honda; Masahiro Miwa; Naoto Fukumoto; Tsuguchika Tabaru; Atsushi Ike; Kohta Nakashima (CoRR, 2019)

An Efficient Technique for Large Mini-batch Challenge of DNNs Training on Large Scale Cluster. - Akihiko Kasagi; Akihiro Tabuchi; Masafumi Yamazaki; Takumi Honda; Masahiro Miwa; Naoto Fukumoto; Tsuguchika Tabaru; Atsushi Ike; Kohta Nakashima (HPDC, 2020)

The 16, 384-node Parallelism of 3D-CNN Training on An Arm CPU based Supercomputer. - Akihiro Tabuchi; Koichi Shirahata; Masafumi Yamazaki; Akihiko Kasagi; Takumi Honda; Kouji Kurihara; Kentaro Kawakami; Tsuguchika Tabaru; Naoto Fukumoto; Akiyoshi Kuroda; Takaaki Fukai; Kento Sato (HiPC, 2021)

MLPerf™ HPC: A Holistic Benchmark Suite for Scientific Machine Learning on HPC Systems. - Steven Farrell; Murali Emani; Jacob Balma; Lukas Drescher; Aleksandr Drozd; Andreas Fink; Geoffrey C. Fox; David Kanter; Thorsten Kurth; Peter Mattson; Dawei Mu; Amit Ruhela; et al. (MLHPC@SC, 2021)

MLPerf HPC: A Holistic Benchmark Suite for Scientific Machine Learning on HPC Systems. - Steven Farrell; Murali Emani; Jacob Balma; Lukas Drescher; Aleksandr Drozd; Andreas Fink; Geoffrey C. Fox; David Kanter; Thorsten Kurth; Peter Mattson; Dawei Mu; Amit Ruhela; et al. (CoRR, 2021)

mpiQulacs: A Distributed Quantum Computer Simulator for A64FX-based Cluster Systems. - Satoshi Imamura; Masafumi Yamazaki; Takumi Honda; Akihiko Kasagi; Akihiro Tabuchi; Hiroshi Nakao; Naoto Fukumoto; Kohta Nakashima (CoRR, 2022)

A Binary Translator to Accelerate Development of Deep Learning Processing Library for AArch64 CPU. - Kentaro Kawakami; Kouji Kurihara; Masafumi Yamazaki; Takumi Honda; Naoto Fukumoto (IEICE Trans. Electron., 2022)

Accelerating LiNGAM Causal Discovery with Massive Parallel Execution on Supercomputer Fugaku. - Kazuhito Matsuda; Kouji Kurihara; Kentaro Kawakami; Masafumi Yamazaki; Fuyuka Yamada; Tsuguchika Tabaru; Ken Yokoyama (IEICE Trans. Inf. Syst., 2022)

Experiments and Resource Analysis of Shor's Factorization Using a Quantum Simulator. - Junpei Yamaguchi; Masafumi Yamazaki; Akihiro Tabuchi; Takumi Honda; Tetsuya Izu; Noboru Kunihiro (ICISC (1), 2023)

mpiQulacs: A Scalable Distributed Quantum Computer Simulator for ARM-based Clusters. - Akihiro Tabuchi; Satoshi Imamura; Masafumi Yamazaki; Takumi Honda; Akihiko Kasagi; Hiroshi Nakao; Naoto Fukumoto; Kohta Nakashima (QCE, 2023)

Estimation of Shor's Circuit for 2048-bit Integers based on Quantum Simulator. - Junpei Yamaguchi; Masafumi Yamazaki; Akihiro Tabuchi; Takumi Honda; Tetsuya Izu; Noboru Kunihiro (IACR Cryptol. ePrint Arch., 2023)

Performance Analysis of Quantum Computer Simulators Across Different Environments. - Nozomi Aoki; Masafumi Yamazaki; Akira Hirai; Mari Yamaoka; Naoto Fukumoto; Akihiko Kasagi; Masato Oguchi (SERA, 2024)

Direct Quantized Training of Language Models with Stochastic Rounding. - Kaiyan Zhao; Tsuguchika Tabaru; Kenichi Kobayashi 001; Takumi Honda; Masafumi Yamazaki; Yoshimasa Tsuruoka (CoRR, 2024)