Author

Peng Chen

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Preprint Jul 2026

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

The first systematic empirical study of defects introduced during this stage of deep learning compilers in TorchDynamo, the default DLC frontend for PyTorch 2, the most popular DL framework is conducted, using a domain-knowledge-enhanced LLM-aided methodology.

Xin Yuan, Wei Chen, Jinyi Liu et al. · 0 citations