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DETECTING HOTSPOTS IN PHYSICAL DESIGN LAYOUT PATTERNS UTILIZING HOTSPOT DETECTION MODEL WITH DATA AUGMENTATION
DETECTING HOTSPOTS IN PHYSICAL DESIGN LAYOUT PATTERNS UTILIZING HOTSPOT DETECTION MODEL WITH DATA AUGMENTATION
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机译:利用带有数据增强功能的热点检测模型来检测物理设计布局图案中的热点
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摘要
A method for detecting hotspots in physical design layout patterns includes receiving a given physical design layout pattern, utilizing a hotspot detection model to detect one or more potential hotspots in the given physical design layout pattern, and performing verification to determine whether a given one of the potential hotspots detected by the hotspot detection model comprises a real hotspot or a nonexistent hotspot. The method also includes, responsive to determining that the given potential hotspot comprises an actual hotspot, modifying the given physical design layout pattern to remove the actual hotspot. The method further includes, responsive to determining that the given potential hotspot comprises a nonexistent hotspot, augmenting the hotspot detection model with additional training data generated based on the nonexistent hotspot.
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