US Patent Issued to Amazon Technologies on Feb. 3 for "Machine learning (ML) model inference process selection for ML model deployment" (California Inventors)

ALEXANDRIA, Va., Feb. 3 -- United States Patent no. 12,541,687, issued on Feb. 3, was assigned to Amazon Technologies Inc. (Seattle).

"Machine learning (ML) model inference process selection for ML model deployment" was invented by Karan Sindwani (Sunnyvale, Calif.), Vidya Sagar Ravipati (San Jose, Calif.) and V Divya Bhargavi (Sunnyvale, Calif.).

According to the abstract* released by the U.S. Patent & Trademark Office: "A model deployment tuning system (MDTS) receives a trained ML model, specified constraints, and model evaluation data and applies a plurality of model utilization techniques to the trained ML model to produce a plurality of useable model versions of the trained ML model. The MDTS executes each of the plurality of useable...