Profile
Interest
I’m interested in programming environments and programming experience to support for developing software. Especially I give attention to programming languages and programming approaches based on machine learning techniques.
Activities
SIGPX committee (from SIGPX8)
Projects
mlprogram (Machine Learning for Programming)
Micro-Versioning Tool
Tutorial Generation from Unit Tests
Publications
大規模言語モデル (LLM)における低精度数値表現
[ 第194回HPC研究発表会 ] [ スライド ]
LLMの事前学習を支えるPreferred Networksのソフトウェア
[ シンポジウムサイト ]
大規模言語モデル PLaMo-13Bの事前学習
[ スライド ]
PLaMo-13Bを公開しました
[ page ]
A Scaling Law for Synthetic-to-Real Transfer: A Measure of Pre-Training
arXiv [ PDF ]
プレイグラムでのプログラミング学習を支える技術
[ page ]
Online-Codistillation Meets LARS, Going beyond the Limit of Data Parallelism in Deep Learning
2020 IEEE/ACM Fourth Workshop on Deep Learning on Supercomputers (DLS) [ WebSite ]
Massively Distributed SGD: ImageNet/ResNet-50 Training in a Flash
arXiv [ PDF ]
Distributed DNN Training with Adaptive Batch-size Control
GTC Japan 2018 [ WebSite ]
Micro-Versioning Tool to Support Experimentation in Exploratory Programming
2017 SIGCHI Conference on Human Factors in Computer Systems (CHI 2017) [ PDF ] [ Video ] [ Download ]
単純さと高機能性を両立した小規模バージョン管理ツール
23rd Workshop on Interactive Systems and Software (WISS 2015) [ PDF ]
単体テストを用いたチュートリアルの自動生成手法
情報処理学会論文誌プログラミング（PRO）Vol.8 No.4 [ Download ]
Patents
情報処理装置および情報処理方法 (JP6471825B1)
[ URL ]