research
∙
10/07/2022
Automatic Discovery of Composite SPMD Partitioning Strategies in PartIR
Large neural network models are commonly trained through a combination o...
share
research
∙
12/02/2021
Memory-efficient array redistribution through portable collective communication
Modern large-scale deep learning workloads highlight the need for parall...
research
∙
06/28/2019
Category-Theoretic Foundations of "STCLang: State Thread Composition as a Foundation for Monadic Dataflow Parallelism"
This manuscript gives a category-theoretic foundation to the composition...
research
∙
01/26/2018
