公开(公告)号：US20230244662A1

公开(公告)日：2023-08-03

申请号：US17587952

申请日：2022-01-28

Applicant: Microsoft Technology Licensing, LLC

Inventor： Matteo INTERLANDI ,  Konstantinos KARANASOS ,  Dong HE ,  Dalitso Hansini BANDA ,  Jesus CAMACHO RODRIGUEZ ,  Rathijit SEN ,  Supun Chathurang NAKANDALA

IPC: G06F16/2453 ,  G06F16/2458 ,  G06N3/04

CPC classification number: G06F16/24542 ,  G06F16/2458 ,  G06N3/04

Abstract: Example aspects include techniques for query processing over deep neural network runtimes. These techniques may include receiving a query including one or more query operators and determining a query representation based on the one or more query operators. In addition, the techniques may include determining a neural network program based on the query representation, the neural network program including one or more neural network operators for performing the query in a neural network runtime, generating a neural network data structure based on a dataset associated with the query, and executing the neural network program in the neural network runtime over the neural network data structure to generate a query result.