학술논문

Swift for TensorFlow: A portable, flexible platform for deep learning
Document Type
Working Paper
Source
Subject
Computer Science - Machine Learning
Computer Science - Distributed, Parallel, and Cluster Computing
Language
Abstract
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.