1 code implementation • 10 May 2024 • Yao Lai, Jinxin Liu, David Z. Pan, Ping Luo
We believe our work will offer valuable insights into hardware design, further accelerating speed and reducing size through the refined search space and our tree generation methodologies.
no code implementations • 26 Jun 2023 • Yao Lai, Jinxin Liu, Zhentao Tang, Bin Wang, Jianye Hao, Ping Luo
To resolve these challenges, we cast the chip placement as an offline RL formulation and present ChiPFormer that enables learning a transferable placement policy from fixed offline data.
1 code implementation • 24 Nov 2022 • Yao Lai, Yao Mu, Ping Luo
Firstly, MaskPlace recasts placement as a problem of learning pixel-level visual representation to comprehensively describe millions of modules on a chip, enabling placement in a high-resolution canvas and a large action space.