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Rlplanner: Reinforcement Learning Based Floorplanning For Chiplets With Fast Thermal Analysis by jiangwilbert72 is a document available to read on EtoBox.
What is Rlplanner: Reinforcement Learning Based Floorplanning For Chiplets With Fast Thermal Analysis about?
The document presents RLPlanner, a reinforcement learning-based tool designed for efficient floorplanning of chiplet-based systems, addressing challenges such as microbump assignments and thermal limitations. RLPlanner incorporates a novel fast thermal evaluation method that significantly speeds up thermal calculations while achieving high accuracy, resulting in a 20.28% improvement in optimization goals compared to traditional methods. Comprehensive experiments validate RLPlanner
- Author
- jiangwilbert72
- Language
- EN