CN115669030A - 一种模型推理方法、模型推理装置及存储介质 - Google Patents

一种模型推理方法、模型推理装置及存储介质 Download PDF

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Publication number
CN115669030A
CN115669030A CN202180001523.6A CN202180001523A CN115669030A CN 115669030 A CN115669030 A CN 115669030A CN 202180001523 A CN202180001523 A CN 202180001523A CN 115669030 A CN115669030 A CN 115669030A
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CN
China
Prior art keywords
model
access network
wireless access
network equipment
inference
Prior art date
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Pending
Application number
CN202180001523.6A
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English (en)
Inventor
牟勤
洪伟
赵中原
熊可欣
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Beijing University of Posts and Telecommunications
Beijing Xiaomi Mobile Software Co Ltd
Original Assignee
Beijing University of Posts and Telecommunications
Beijing Xiaomi Mobile Software Co Ltd
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Beijing University of Posts and Telecommunications, Beijing Xiaomi Mobile Software Co Ltd filed Critical Beijing University of Posts and Telecommunications
Publication of CN115669030A publication Critical patent/CN115669030A/zh
Pending legal-status Critical Current

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    • HELECTRICITY
    • H01ELECTRIC ELEMENTS
    • H01LSEMICONDUCTOR DEVICES NOT COVERED BY CLASS H10
    • H01L25/00Assemblies consisting of a plurality of individual semiconductor or other solid state devices ; Multistep manufacturing processes thereof
    • H01L25/16Assemblies consisting of a plurality of individual semiconductor or other solid state devices ; Multistep manufacturing processes thereof the devices being of types provided for in two or more different main groups of groups H01L27/00 - H01L33/00, or in a single subclass of H10K, H10N, e.g. forming hybrid circuits
    • H01L25/167Assemblies consisting of a plurality of individual semiconductor or other solid state devices ; Multistep manufacturing processes thereof the devices being of types provided for in two or more different main groups of groups H01L27/00 - H01L33/00, or in a single subclass of H10K, H10N, e.g. forming hybrid circuits comprising optoelectronic devices, e.g. LED, photodiodes
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04LTRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L41/00Arrangements for maintenance, administration or management of data switching networks, e.g. of packet switching networks
    • H04L41/16Arrangements for maintenance, administration or management of data switching networks, e.g. of packet switching networks using machine learning or artificial intelligence
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04LTRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L41/00Arrangements for maintenance, administration or management of data switching networks, e.g. of packet switching networks
    • H04L41/04Network management architectures or arrangements
    • H04L41/044Network management architectures or arrangements comprising hierarchical management structures
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04LTRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L41/00Arrangements for maintenance, administration or management of data switching networks, e.g. of packet switching networks
    • H04L41/34Signalling channels for network management communication
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04LTRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L47/00Traffic control in data switching networks
    • H04L47/10Flow control; Congestion control
    • H04L47/28Flow control; Congestion control in relation to timing considerations
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04WWIRELESS COMMUNICATION NETWORKS
    • H04W24/00Supervisory, monitoring or testing arrangements
    • H04W24/02Arrangements for optimising operational condition
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04WWIRELESS COMMUNICATION NETWORKS
    • H04W88/00Devices specially adapted for wireless communication networks, e.g. terminals, base stations or access point devices
    • H04W88/08Access point devices
    • H04W88/085Access point devices with remote components
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04WWIRELESS COMMUNICATION NETWORKS
    • H04W88/00Devices specially adapted for wireless communication networks, e.g. terminals, base stations or access point devices
    • H04W88/18Service support devices; Network management devices

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  • Engineering & Computer Science (AREA)
  • Computer Networks & Wireless Communication (AREA)
  • Signal Processing (AREA)
  • Software Systems (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Databases & Information Systems (AREA)
  • Evolutionary Computation (AREA)
  • Medical Informatics (AREA)
  • Artificial Intelligence (AREA)
  • Microelectronics & Electronic Packaging (AREA)
  • Physics & Mathematics (AREA)
  • Condensed Matter Physics & Semiconductors (AREA)
  • General Physics & Mathematics (AREA)
  • Computer Hardware Design (AREA)
  • Power Engineering (AREA)
  • Mobile Radio Communication Systems (AREA)

Abstract

本公开是关于一种模型推理方法、模型推理装置及存储介质。其中,模型推理方法,应用于操作维护管理OAM实体,所述方法包括:响应于接收到控制无线接入网设备发送的模型订阅请求信息,确定与所述模型订阅请求信息对应的第一模型;将所述第一模型进行分割,得到第一数量的模型分割块,并将所述第一数量的模型分割块分发至第一数量的控制无线接入网设备。通过本公开可以能够有效提高模型推理效率,减小推理时延,同时有助于均衡网络负载。

Description

PCT国内申请,说明书已公开。

Claims (23)

  1. PCT国内申请,权利要求书已公开。
CN202180001523.6A 2021-05-10 2021-05-10 一种模型推理方法、模型推理装置及存储介质 Pending CN115669030A (zh)

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
PCT/CN2021/092900 WO2022236638A1 (zh) 2021-05-10 2021-05-10 一种模型推理方法、模型推理装置及存储介质

Publications (1)

Publication Number Publication Date
CN115669030A true CN115669030A (zh) 2023-01-31

Family

ID=84029061

Family Applications (1)

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CN202180001523.6A Pending CN115669030A (zh) 2021-05-10 2021-05-10 一种模型推理方法、模型推理装置及存储介质

Country Status (4)

Country Link
US (1) US20240323099A1 (zh)
EP (1) EP4340300A1 (zh)
CN (1) CN115669030A (zh)
WO (1) WO2022236638A1 (zh)

Cited By (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO2024207912A1 (zh) * 2023-04-07 2024-10-10 大唐移动通信设备有限公司 模型传输方法及装置

Family Cites Families (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
GB2577055B (en) * 2018-09-11 2021-09-01 Samsung Electronics Co Ltd Improvements in and relating to telecommunication networks
CN112311564B (zh) * 2019-07-23 2022-04-22 华为技术有限公司 应用mos模型的训练方法、设备及系统
US20230422134A1 (en) * 2020-11-02 2023-12-28 Beijing Xiaomi Mobile Software Co., Ltd. Communication method and communication device

Cited By (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO2024207912A1 (zh) * 2023-04-07 2024-10-10 大唐移动通信设备有限公司 模型传输方法及装置

Also Published As

Publication number Publication date
WO2022236638A1 (zh) 2022-11-17
US20240323099A1 (en) 2024-09-26
EP4340300A1 (en) 2024-03-20

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