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Subject offerings of new and developing areas of knowledge in computer science intended to augment the existing curriculum. See Class Schedule or departmental course information for topics and prerequisites. Course Information: May be repeated in the same or separate terms if topics vary.

This advanced course explores the cutting-edge intersection of hardware and software system design for AI, focusing on architectures ranging from data center GPUs and custom accelerators to personalized AI devices. Students will analyze recent academic and industry papers, learn how to program these diverse systems, and engage with leading researchers via guest lectures. The course culminates in a hands-on research project where students will design and implement a novel solution for a real-world AI system challenge. Prerequisites: Computer architecture, parallel computer architectures, and parallel programming