The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.

The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.

Date of Patent:
Oct. 13, 2026

Filed:

Apr. 28, 2023
Applicant:

Synopsys, Inc., Sunnyvale, CA (US);

Inventors:

Ganapathy Parthasarathy, Fremont, CA (US);

Bhuvnesh Kumar, San Jose, CA (US);

Saurav Nanda, San Jose, CA (US);

Parivesh Choudhary, Sunnyvale, CA (US);

Sridhar Rajakumar, Fremont, CA (US);

Assignee:

Synopsys, Inc., Sunnyvale, CA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 30/398 (2020.01); G06F 119/02 (2020.01);
U.S. Cl.
CPC ...
G06F 30/398 (2020.01); G06F 2119/02 (2020.01);
Abstract

Optimizing ML models for resource constraints in electronic design automation (EDA) computer aided design (CAD) flows, including computing a set of bin thresholds based on slope changes in an ordered set of discrete probabilistic classification scores, assigning the discrete probabilistic classification scores to the bins based on the values of the discrete probabilistic classification scores and the bin thresholds, and selecting processes associated with the discrete probabilistic classification scores of one or more of the bins based on costs of the respective processes and a global budget.


Find Patent Forward Citations

Parthasarathy, Ganapathy. (2026). Optimizing machine learning classification models for resource constraints in electronic design automation (eda) computer aided design (cad) flows (U.S. Patent No. 12762321). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/12762321

Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile

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