Retrieving results from machine learning models using graphical queries

A computer-implemented method is performed, at least in part, by a graphics database configured to store at least one graphics data set. The method includes receiving a graphical query configured to be executed for a machine learning model, and communicating the graphical query with a machine learni...

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Bibliographische Detailangaben
Hauptverfasser: SONG XIANG, WEIR DAVID, BARATHI KARTHIK GURUMOORTHY SUBRAMANIAN, KARIPIS GEORGIOS, ADSCHNER, ANDREAS, GUPTA AJAY, BABY BILAL
Format: Patent
Sprache:chi ; eng
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Zusammenfassung:A computer-implemented method is performed, at least in part, by a graphics database configured to store at least one graphics data set. The method includes receiving a graphical query configured to be executed for a machine learning model, and communicating the graphical query with a machine learning system configured to use the machine learning model to obtain model reasoning results and to communicate those model reasoning results to a graphical database application. The graphics database provides query results to the entity based at least in part on the model reasoning results. 一种计算机实施的方法至少部分地由被配置为存储至少一个图形数据集的图形数据库执行。该方法包括接收被配置为针对机器学习模型执行的图形查询,以及将图形查询与机器学习系统通信,该机器学习系统被配置为使用机器学习模型以获得模型推理结果并将那些模型推理结果传送给图形数据库应用。图形数据库至少部分地基于模型推理结果向实体提供查询结果。