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Engineering change order (ECO) is an important step in repairing timing and electrical violations during the late stages of chip design. Existing Agentic EDA methods primarily focus on tool invocation, with less attention to model decision quality and targeted training. A central challenge in ECO is multi-round decisio...
Compute-in-memory (CiM) offers a promising solution to the hardware challenges faced in artificial intelligence (AI) and the Internet of Things (IoT), particularly in tackling the ”memory wall” problem. By leveraging nonvolatile memory (NVM) devices arranged in a crossbar structure, CiM efficiently accelerates multiply...
This work introduces RODE, which gives the radial and directional components separate update rules and step sizes in the matrix Frobenius norm, and suggests that decoupling radial and directional dynamics offers a more effective and controllable approach to matrix optimization.
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