The Challenge
Microchip floorplanning (arranging circuitry on a chip) is complex and time-intensive even for experts.
The AI Solution
AI solution (deep reinforcement learning) that can optimize chip floorplan layouts by exploring vast combinations faster than humans.
Type of AI Used: Deep Learning (Reinforcement Learning for design optimization)
Results & Impact
NVIDIA optimized a chip with 2.7 million cells and 320 macros in just 3 hours – a task that takes humans significantly longer.
