179 citations · 197 across the 2 of their papers we have counts for
2 papers
cs.IR2020★ 18 cited
Check-N-Run: A Checkpointing System for Training Deep Learning Recommendation Models
Assaf Eisenman, Kiran Kumar Matam, Steven Ingram +5
Checkpoints play an important role in training long running machine learning (ML) models. Checkpoints take a snapshot of an ML model and store it in a non-volatile memory so that t…
cs.PL2018★ 179 cited
Glow: Graph Lowering Compiler Techniques for Neural Networks
Nadav Rotem, Jordan Fix, Saleem Abdulrasool +15
This paper presents the design of Glow, a machine learning compiler for heterogeneous hardware. It is a pragmatic approach to compilation that enables the generation of highly opti…