Phyo Pyae Moe Aung

Structure-augmented LLMs for High-Level Synthesis Pragma Optimization

Pragma insertion drives the quality of high-level synthesis (HLS) designs. Choosing the right directives demands expert knowledge and reasoning about loop nesting, data dependences, and memory layout. While existing large language models (LLMs) show promise in code generation, they lack explicit program-structure aware...