DeepContext: A Context-aware, Cross-platform, and Cross-framework Tool for Performance Profiling and Analysis of Deep Learning Workloads

Qidong Zhao, Hao Wu, Yuming Hao, Zilingfeng Ye, Jiajia Li, Xu Liu, Keren Zhou
April, 2025 Performance
Cite DOI arXiv

Abstract

DeepContext delivers cross-platform insights into deep learning workloads by combining context-aware profiling with actionable diagnostics for developers and performance engineers.

Type
Conference paper
Publication
Proceedings of the 30th ACM International Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS)
Performance Analysis Deep Learning Profiling