US Patent Issued to Synnada on Aug. 11 for "Systems and methods for deployments of machine learning models for multiple software frameworks, hardware targets, parallelization and distribution modes" (Texas Inventor)

ALEXANDRIA, Va., Aug. 12 -- United States Patent no. 12,705,037, issued on Aug. 11, was assigned to Synnada Inc. (Austin, Texas).

"Systems and methods for deployments of machine learning models for multiple software frameworks, hardware targets, parallelization and distribution modes" was invented by Mehmet Ozan Kabak (Lago Vista, Texas).

According to the abstract* released by the U.S. Patent & Trademark Office: "Systems and methods for deploying individual machine learning models for multiple deployment targets are disclosed. Exemplary implementations may: obtain a logical representation of a machine learning model; obtain information regarding multiple deployment targets; generate a directed acyclic graph (DAG); perform logical and phys...