ED-Batch: Efficient Automatic Batching of Dynamic Neural Networks via Learned Finite State Machines

Siyuan Chen, Pratik Pramod Fegade, TianQi Chen, Phillip B. Gibbons, Todd C. Mowry. ED-Batch: Efficient Automatic Batching of Dynamic Neural Networks via Learned Finite State Machines. In Andreas Krause 0001, Emma Brunskill, KyungHyun Cho, Barbara Engelhardt, Sivan Sabato, Jonathan Scarlett, editors, International Conference on Machine Learning, ICML 2023, 23-29 July 2023, Honolulu, Hawaii, USA. Volume 202 of Proceedings of Machine Learning Research, pages 4514-4528, PMLR, 2023. [doi]

Abstract

Abstract is missing.