The goals of this tutorial are to introduce participants to challenges and opportunities in the implementation of high-level productive programming frameworks to silicon compilers and to provide a hands-on on a set of open-source state-of-the-art tools (SODA-OPT and PandA-Bambu HLS) whose integration enables such a no-human-in-the-loop compilation framework.

Applications considered: machine learning and graph analytics.

Link to the material.