首页|Patent Issued for Method and device for creating a machine learning system (USPT O 12086214)
Patent Issued for Method and device for creating a machine learning system (USPT O 12086214)
扫码查看
点击上方二维码区域，可以放大扫码查看
原文链接
NETL
NSTL
By a News Reporter-Staff News Editor at Robotics & Machine Learning Daily News Daily News-From Alexandria, Virginia, NewsRx jour nalists report that a patent by the inventors Metzen, Jan Hendrik (Boeblingen, D E), Staffler, Benedikt Sebastian (Tuebingen, DE), filed on June 10, 2021, was pu blished online on September 10, 2024. The patent's assignee for patent number 12086214 is Robert Bosch GmbH (Stuttgart , Germany). News editors obtained the following quote from the background information suppli ed by the inventors: "BACKGROUND INFORMATION "The aim of an architecture search for neural networks is to fully automaticAlly find a good network architecture in terms of a performance figure/metric for a given data record. "In order to implement the automatic architecture search in computationAlly effi cient manner, various architectures in the search space may share the weights of their operations, as in the case of a one-shot NAS model, for example, describe d in Pham, H., Guan, M. Y., Zoph, B., Le, Q. V., & Dean, J. (2018) , "Efficient Neural Architecture Search Via Parameter Sharing," arXiv preprint a rXiv:1802.03268. "In this context, the one-shot model is typicAlly constructed as a directed grap h in which the nodes represent data and the edges represent operations that defi ne a calculation rule and transfer the input node of the edge to the output node . The search space is made up of subgraphs (e.g., paths) in the one-shot model.
NETL
NSTL
