US Patent Issued to WOVEN BY TOYOTA on Feb. 4 for "Systems and methods for machine learning evaluation pipeline" (Japanese Inventor)

ALEXANDRIA, Va., Feb. 5 -- United States Patent no. 12,216,647, issued on Feb. 4, was assigned to WOVEN BY TOYOTA INC. (Tokyo).

"Systems and methods for machine learning evaluation pipeline" was invented by Koichiro Yamaguchi (Tokyo).

According to the abstract* released by the U.S. Patent & Trademark Office: "Provided are a method, system, and device for a neural architecture search (NAS) pipeline for performing an optimized neural architecture search (NAS). The method may include obtaining a first search space comprising a plurality of candidate layers for a neural network architecture; performing a training-free NAS in the first search space to obtain a first set of architectures; obtaining a second search space based on the first set o...