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Circuit design including design rule violation correction utilizing patches based on deep reinforcement learning
Circuit design including design rule violation correction utilizing patches based on deep reinforcement learning
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机译:电路设计,包括基于深度强化学习的利用补丁的设计规则违反校正
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摘要
A method of improving a design rule fixing process comprises receiving an integrated circuit design, including layout elements, and identifying a plurality of design rule violations in the integrated circuit design. The process then identifies a plurality of possible actions, each action comprising fixing a design rule. The process then uses a deep learning algorithm to select an action, the action representing fixing of a particular design rule violation. The process then comprises applying a first patch, based on the order returning to step (b) to select a next patch to apply.
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