WPIA: accelerating DNN warm-up in Web browsers by precompiling WebGL programs

Author:

Tian Deyu,Ma Yun,Han Yudong,Yang Qi,Yang Haochen,Huang Gang

Publisher

Springer Science and Business Media LLC

Reference3 articles.

1. Google. Background features in google meet, powered by Web ML. See Research. https://www.google/blog/background-features-in-google-meet-powered-by website, 2020

2. Smilkov D, Thorat N, Assogba Y, Yuan A, Kreeger N, Yu P, Zhang K, Cai S, Nielsen E, Soergel D, Bileschi S, Terry M, Nicholson C, Gupta S N, Sirajuddin S, Sculley D, Monga R, Corrado G, Viégas F B, Wattenberg M. TensorFlow.js: machine learning for the Web and beyond. In: Proceedings of Machine Learning and Systems 2019. 2019

3. Ma Y, Xiang D, Zheng S, Tian D, Liu X. Moving deep learning into Web browser: how far can we go? In: Proceedings of the World Wide Web Conference. 2019, 1234–1244

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