Swift for TensorFlow:一个可移植的、灵活的深度学习平台
Swift for TensorFlow: A portable, flexible platform for deep learning
摘要:
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。它将语言集成的自动微分系统和多个Tensor实现结合在一个面向可变值语义的现代提前编译语言中。由此产生的平台已通过在30多个深度学习模型中的使用得到验证,并已在数据中心和移动应用程序中使用。
英文摘要:
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.
机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。