Can Large Language Models Write Parallel Code?

Understand

Large language models are increasingly becoming a popular tool for software development.

• Their ability to model and generate source code has been demonstrated in a variety of contexts, including code completion, summarization, translation, and lookup.
• However, they often struggle to generate code for complex programs.
• In this paper, we study the capabilities of state-of-the-art language models to generate parallel code.