当前位置: X-MOL 学术arXiv.cs.DC › 论文详情
Our official English website, www.x-mol.net, welcomes your feedback! (Note: you will need to create a separate account there.)
Swift for TensorFlow: A portable, flexible platform for deep learning
arXiv - CS - Distributed, Parallel, and Cluster Computing Pub Date : 2021-02-26 , DOI: arxiv-2102.13243
Brennan Saeta, Denys Shabalin, Marc Rasi, Brad Larson, Xihui Wu, Parker Schuh, Michelle Casbon, Daniel Zheng, Saleem Abdulrasool, Aleksandr Efremov, Dave Abrahams, Chris Lattner, Richard Wei

Swift for TensorFlow is a deep learning platform that scales from mobile devices to clusters of hardware accelerators in data centers. It combines a language-integrated automatic differentiation system and multiple Tensor implementations within a modern ahead-of-time compiled language oriented around mutable value semantics. The resulting platform has been validated through use in over 30 deep learning models and has been employed across data center and mobile applications.

中文翻译:

TensorFlow的Swift:一个用于深度学习的便携式,灵活的平台

Swift for TensorFlow是一个深度学习平台,可从移动设备扩展到数据中心的硬件加速器集群。它在面向可变值语义的现代提前编译语言中结合了语言集成的自动区分系统和多个Tensor实现。最终的平台已通过在30多种深度学习模型中的使用进行了验证,并已在数据中心和移动应用程序中使用。
更新日期:2021-03-01
down
wechat
bug