SG11202103656SA - Task processing method based on neural network, and related device - Google Patents

Task processing method based on neural network, and related device

Info

Publication number
SG11202103656SA
SG11202103656SA SG11202103656SA SG11202103656SA SG11202103656SA SG 11202103656S A SG11202103656S A SG 11202103656SA SG 11202103656S A SG11202103656S A SG 11202103656SA SG 11202103656S A SG11202103656S A SG 11202103656SA SG 11202103656S A SG11202103656S A SG 11202103656SA
Authority
SG
Singapore
Prior art keywords
neural network
processing method
method based
task processing
related device
Prior art date
Application number
SG11202103656SA
Inventor
Yi Xiong
Songsong Yi
Original Assignee
Bigo Tech Pte 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 Bigo Tech Pte Ltd filed Critical Bigo Tech Pte Ltd
Publication of SG11202103656SA publication Critical patent/SG11202103656SA/en

Links

Classifications

    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/08—Learning methods
    • G06N3/082—Learning methods modifying the architecture, e.g. adding, deleting or silencing nodes or connections
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/08—Learning methods
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F9/00—Arrangements for program control, e.g. control units
    • G06F9/06—Arrangements for program control, e.g. control units using stored programs, i.e. using an internal store of processing equipment to receive or retain programs
    • G06F9/46—Multiprogramming arrangements
    • G06F9/48—Program initiating; Program switching, e.g. by interrupt
    • G06F9/4806—Task transfer initiation or dispatching
    • G06F9/4843—Task transfer initiation or dispatching by program, e.g. task dispatcher, supervisor, operating system
    • G06F9/485—Task life-cycle, e.g. stopping, restarting, resuming execution
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F9/00—Arrangements for program control, e.g. control units
    • G06F9/06—Arrangements for program control, e.g. control units using stored programs, i.e. using an internal store of processing equipment to receive or retain programs
    • G06F9/46—Multiprogramming arrangements
    • G06F9/48—Program initiating; Program switching, e.g. by interrupt
    • G06F9/4806—Task transfer initiation or dispatching
    • G06F9/4843—Task transfer initiation or dispatching by program, e.g. task dispatcher, supervisor, operating system
    • G06F9/4881—Scheduling strategies for dispatcher, e.g. round robin, multi-level priority queues
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/04—Architecture, e.g. interconnection topology
    • G06N3/045—Combinations of networks
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/06—Physical realisation, i.e. hardware implementation of neural networks, neurons or parts of neurons
    • G06N3/063—Physical realisation, i.e. hardware implementation of neural networks, neurons or parts of neurons using electronic means

Landscapes

  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • Software Systems (AREA)
  • General Engineering & Computer Science (AREA)
  • General Physics & Mathematics (AREA)
  • Biophysics (AREA)
  • Biomedical Technology (AREA)
  • Health & Medical Sciences (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Computing Systems (AREA)
  • General Health & Medical Sciences (AREA)
  • Molecular Biology (AREA)
  • Artificial Intelligence (AREA)
  • Evolutionary Computation (AREA)
  • Mathematical Physics (AREA)
  • Data Mining & Analysis (AREA)
  • Computational Linguistics (AREA)
  • Neurology (AREA)
  • Image Analysis (AREA)
SG11202103656SA 2018-10-10 2019-08-23 Task processing method based on neural network, and related device SG11202103656SA (en)

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
CN201811180174.5A CN109409513B (en) 2018-10-10 2018-10-10 Task processing method based on neural network and related equipment
PCT/CN2019/102139 WO2020073742A1 (en) 2018-10-10 2019-08-23 Task processing method based on neural network, and related device

Publications (1)

Publication Number Publication Date
SG11202103656SA true SG11202103656SA (en) 2021-05-28

Family

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Family Applications (1)

Application Number Title Priority Date Filing Date
SG11202103656SA SG11202103656SA (en) 2018-10-10 2019-08-23 Task processing method based on neural network, and related device

Country Status (5)

Country Link
US (1) US20210357759A1 (en)
CN (1) CN109409513B (en)
RU (1) RU2771008C1 (en)
SG (1) SG11202103656SA (en)
WO (1) WO2020073742A1 (en)

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CN109409513B (en) * 2018-10-10 2021-03-12 广州市百果园信息技术有限公司 Task processing method based on neural network and related equipment
CN111723900B (en) * 2019-03-18 2023-10-20 北京灵汐科技有限公司 Neural network mapping method and computing device based on many-core processor
CN111723916A (en) * 2019-03-21 2020-09-29 中科寒武纪科技股份有限公司 Data processing method and device and related products
CN111723919A (en) * 2019-03-21 2020-09-29 中科寒武纪科技股份有限公司 Data processing method and device and related products
CN110187965B (en) * 2019-05-08 2021-02-12 深圳大学 Operation optimization and data processing method and device of neural network and storage medium
CN112418389A (en) * 2019-08-23 2021-02-26 北京希姆计算科技有限公司 Data processing method and device, electronic equipment and computer readable storage medium
CN111091182A (en) * 2019-12-16 2020-05-01 北京澎思科技有限公司 Data processing method, electronic device and storage medium
CN111985634B (en) * 2020-08-21 2024-06-14 北京灵汐科技有限公司 Operation method and device of neural network, computer equipment and storage medium
CN112036559A (en) * 2020-08-26 2020-12-04 北京灵汐科技有限公司 Neural network structure division method and device, computer equipment and storage medium
US11816871B2 (en) * 2020-12-30 2023-11-14 Advanced Micro Devices, Inc. Real-time low latency computer vision/machine learning compute accelerator with smart convolutional neural network scheduler
CN114764372A (en) * 2021-01-15 2022-07-19 阿里巴巴集团控股有限公司 Data processing method and device, electronic equipment and storage medium
CN113905273B (en) * 2021-09-29 2024-05-17 上海阵量智能科技有限公司 Task execution method and device
CN114518917B (en) * 2022-04-20 2022-08-09 浙江大华技术股份有限公司 Algorithm module scheduling method, algorithm module scheduling device and readable storage medium
CN117193992B (en) * 2023-11-08 2024-02-02 浙江大华技术股份有限公司 Model training method, task scheduling device and computer storage medium

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CN104035751B (en) * 2014-06-20 2016-10-12 深圳市腾讯计算机系统有限公司 Data parallel processing method based on multi-graphics processor and device
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CN109409513B (en) * 2018-10-10 2021-03-12 广州市百果园信息技术有限公司 Task processing method based on neural network and related equipment

Also Published As

Publication number Publication date
CN109409513A (en) 2019-03-01
US20210357759A1 (en) 2021-11-18
WO2020073742A1 (en) 2020-04-16
RU2771008C1 (en) 2022-04-25
CN109409513B (en) 2021-03-12

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