16.2k citations · 18.3k across the 11 of their papers we have counts for
Showing 2020Show all
2 papers · 1 filter
cs.DC2020★ 117 cited
PyTorch Distributed: Experiences on Accelerating Data Parallel Training
Shen Li, Yanli Zhao, Rohan Varma +8
This paper presents the design, implementation, and evaluation of the PyTorch distributed data parallel module. PyTorch is a widely-adopted scientific computing package used in dee…
cs.LO2020
VC density of set systems defnable in tree-like graphs
Adam Paszke, Michał Pilipczuk
We study set systems definable in graphs using variants of logic with different expressive power. Our focus is on the notion of Vapnik-Chervonenkis density: the smallest possible d…