Work

A Unified Framework for Automated Code Transformation and Pragma Insertion

Year: 2025

Type: conference-paper

Abstract: High-Level Synthesis compilers and Design Space Exploration tools have greatly advanced the automation of hardware design, improving development time and performance. However, achieving a good Quality of Results still requires extensive manual code transformations, pragma insertion, and tile size selection, which are typically handled separately. The design space is too large to be fully explored by this fragmented approach. It is too difficult to navigate this way, limits the exploration of potential optimizations, and complicates the design generation process.

Source: ACM/SIGDA International Symposium on Field-Programmable Gate Arrays (FPGA)

DOI: 10.1145/3706628.3708873

Authors: Stéphane Pouget, Louis-Noël Pouchet, Jason Cong

Institutions: University of California, Los Angeles, Colorado State University

Language: English

Topic: Embedded Systems Design Techniques

Subfield: Hardware and Architecture

Field: Computer Science

Domain: Physical Sciences

Open Access status: hybrid

Funder: National Science Foundation

Award: SHF: Medium: Automating High Level Synthesis via Graph-Centric Deep Learning