Demystifying Deep Learning Compiler Frontend Bugs: An LLM-Aided Empirical Study

Xinyi Yuan, Wei Chen, Jinyi Liu +5

Deep learning compilers (DLCs) are designed to translate deep learning programs into optimized, hardware-specific code. Typically, DLC frontends translate programs into graph-based…