Understanding Performance Problems in Deep Learning Systems

3 December 2021

Papers citing "Understanding Performance Problems in Deep Learning Systems"

5 / 5 papers shown

Title
The Impact of Hyperparameters on Large Language Model Inference Performance: An Evaluation of vLLM and HuggingFace Pipelines Agathe Balayn 40 2 0 02 Aug 2024
Bug Characterization in Machine Learning-based Systems Mohammad Mehdi Morovati Amin Nikanjam Florian Tambon Foutse Khomh Zhen Ming Z. Jiang 11 20 0 26 Jul 2023
Understanding Bugs in Multi-Language Deep Learning Frameworks Zengyang Li Sicheng Wang Wenshuo Wang Peng Liang Ran Mo Bing Li 18 4 0 05 Mar 2023
CaRE: Finding Root Causes of Configuration Issues in Highly-Configurable Robots Md. Abir Hossen Sonam Kharade B. Schmerl Javier Cámara Jason M. O'Kane E. Czaplinski K. Dzurilla David Garlan Pooyan Jamshidi 18 9 0 18 Jan 2023
An Empirical Study on Deployment Faults of Deep Learning Based Mobile Applications Zhenpeng Chen Huihan Yao Yiling Lou Yanbin Cao Yuanqiang Liu Haoyu Wang Xuanzhe Liu 35 79 0 13 Jan 2021