PyTorch Day India 2026 Building Effective Compilers for AI Programming Frameworks Uday Bondhugula, I

This talk will focus on the role of compilers in the era of AI programming frameworks (e.g. PyTorch) and AI hardware accelerators. AI models are evolving and continue to rely on high-performance computing. Specialized hardware for AI is often hard to program to exploit peak performance. AI models are also evolving in a way that is coupled with hardware strengths. This talk will describe how to build effective compiler systems in a layered way to improve hardware usability and deliver high performance as automatically as possible.