ALEXANDRIA, Va., Dec. 31 -- United States Patent no. 12,511,575, issued on Dec. 30, was assigned to SAP SE (Walldorf, Germany).
"Adaptive training completion time and status for machine learning models" was invented by Sundeep Gullapudi (Singapore), Anantharaman Ravi (Singapore), Denny Jee King Gee (Singapore) and Yi Qing Isaac New (Singapore).
According to the abstract* released by the U.S. Patent & Trademark Office: "Methods, systems, and computer-readable storage media for providing a set of heuristics representative of training data that is to be used to process a ML model through a training pipeline, the training pipeline including multiple phases, determining a set of time estimates by providing the set of heuristics as input to a t...