OPERATOR REGISTRATION METHOD AND APPARATUS FOR DEEP LEARNING FRAMEWORK, DEVICE AND STORAGE MEDIUM

Patent №

US 11,625,248

Granted

2023-04-11

Filed 2022

Owner

BEIJING BAIDU NETCOM SCIENCE TECHNOLOGY CO., LTD.

Lab

AI components

3

ml · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

17572140

The present disclosure provides an operator registration method and apparatus for a deep learning framework, a device and a storage medium, relates to the field of computer technologies, and specifically to the field of artificial intelligence such as deep learning. The operator registration method for a deep learning framework includes: receiving registration information provided by a user for registering operators with the deep learning framework, the registration information including: a custom calculation function, the custom calculation function being written in a manner irrelevant to the deep learning framework; building operator meta-information in the deep learning framework based on the registration information; and constructing a to-be-registered operator within the deep learning framework based on the operator meta-information, and registering the to-be-registered operator in a global operator table within the deep learning framework. The present disclosure can simplify an operator registration process.

Machine learningPlanningAI hardwareG06F 9/3828G06N 20/00G06F 8/41G06F 8/443G06F 8/51G06F 9/30098G06F 9/545

AI classification

AI hardware1.00
Planning0.99
Machine learning0.98
Vision0.26
Evolutionary computation0.08
Knowledge representation0.01
Natural language0.01
Speech0.00

Ownership

BEIJING BAIDU NETCOM SCIENCE TECHNOLOGY CO., LTD.

assignment · 586100130

Assignors

CHEN, WEIHANG, YANG, JIABIN, LIU, HONGYU, LAN, XIANG

On an employer assignment, the assignors are typically the inventors.

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