AlphaChip
DeepMind names its chip-layout method AlphaChip and releases a pre-trained checkpoint with model weights.
Our AI method has accelerated and optimized chip design, and its superhuman chip layouts are used in hardware around the world. AlphaChip was one of the first reinforcement learning approaches used to solve a real-world engineering problem. It generates superhuman or comparable chip layouts in hours, rather than weeks or months of human effort, and its layouts are used in chips all over the world, from data centers to mobile phones.
Official source
How AlphaChip transformed computer chip designdeepmind.google · published