2 papers
cs.DC2025
WgPy: GPU-accelerated NumPy-like array library for web browsers
Masatoshi Hidaka, Tatsuya Harada
To execute scientific computing programs such as deep learning at high speed, GPU acceleration is a powerful option. With the recent advancements in web technologies, interfaces li…
cs.LG2024
DistML.js: Installation-free Distributed Deep Learning Framework for Web Browsers
Masatoshi Hidaka, Tomohiro Hashimoto, Yuto Nishizawa +1
We present "DistML.js", a library designed for training and inference of machine learning models within web browsers. Not only does DistML.js facilitate model training on local dev…