Synopsys, Inc.

Thomas Chrisptopher Cecil

Amyn A Poonawala

Jason Jiale Shu

Techniques relating to synthesizing masks for use in manufacturing a semiconductor device are disclosed. These techniques include providing, by a processor, a design pattern for a semiconductor device as input to a trained machine learning (ML) model. The techniques further include performing, using the ML Model, a plurality of dilated convolutions relating to the design pattern, and inferring, using the ML model, one or more masks for use in manufacturing the semiconductor device, based on the plurality of dilated convolutions.

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Menlo Park, CA, United States of America

Thomas Chrisptopher Cecil