JP7174831B2 - 畳み込みニューラルネットワークに基づくビデオメモリ処理方法、装置及び記録媒体 - Google Patents

畳み込みニューラルネットワークに基づくビデオメモリ処理方法、装置及び記録媒体 Download PDF

Info

Publication number
JP7174831B2
JP7174831B2 JP2021506309A JP2021506309A JP7174831B2 JP 7174831 B2 JP7174831 B2 JP 7174831B2 JP 2021506309 A JP2021506309 A JP 2021506309A JP 2021506309 A JP2021506309 A JP 2021506309A JP 7174831 B2 JP7174831 B2 JP 7174831B2
Authority
JP
Japan
Prior art keywords
data
storage space
temporary storage
video memory
convolutional neural
Prior art date
Legal status (The legal status 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 status listed.)
Active
Application number
JP2021506309A
Other languages
English (en)
Japanese (ja)
Other versions
JP2021532498A (ja
Inventor
モン チャン
イーチュン タン
ポン カオ
チアン チョン
クオトン シエ
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.)
Ping An Technology Shenzhen Co Ltd
Original Assignee
Ping An Technology Shenzhen 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 Ping An Technology Shenzhen Co Ltd filed Critical Ping An Technology Shenzhen Co Ltd
Publication of JP2021532498A publication Critical patent/JP2021532498A/ja
Application granted granted Critical
Publication of JP7174831B2 publication Critical patent/JP7174831B2/ja
Active legal-status Critical Current
Anticipated expiration legal-status Critical

Links

Images

Classifications

    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F3/00Input arrangements for transferring data to be processed into a form capable of being handled by the computer; Output arrangements for transferring data from processing unit to output unit, e.g. interface arrangements
    • G06F3/14Digital output to display device ; Cooperation and interconnection of the display device with other functional units
    • G06F3/1407General aspects irrespective of display type, e.g. determination of decimal point position, display with fixed or driving decimal point, suppression of non-significant zeros
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F9/00Arrangements for program control, e.g. control units
    • G06F9/06Arrangements for program control, e.g. control units using stored programs, i.e. using an internal store of processing equipment to receive or retain programs
    • G06F9/44Arrangements for executing specific programs
    • G06F9/4401Bootstrapping
    • G06F9/4411Configuring for operating with peripheral devices; Loading of device drivers
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06NCOMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00Computing arrangements based on biological models
    • G06N3/02Neural networks
    • G06N3/04Architecture, e.g. interconnection topology
    • G06N3/045Combinations of networks

Landscapes

  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • Software Systems (AREA)
  • General Physics & Mathematics (AREA)
  • General Engineering & Computer Science (AREA)
  • General Health & Medical Sciences (AREA)
  • Biomedical Technology (AREA)
  • Data Mining & Analysis (AREA)
  • Evolutionary Computation (AREA)
  • Biophysics (AREA)
  • Molecular Biology (AREA)
  • Computing Systems (AREA)
  • Computational Linguistics (AREA)
  • Artificial Intelligence (AREA)
  • Mathematical Physics (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Health & Medical Sciences (AREA)
  • Computer Security & Cryptography (AREA)
  • Human Computer Interaction (AREA)
  • Image Analysis (AREA)
JP2021506309A 2019-06-10 2019-11-14 畳み込みニューラルネットワークに基づくビデオメモリ処理方法、装置及び記録媒体 Active JP7174831B2 (ja)

Applications Claiming Priority (3)

Application Number Priority Date Filing Date Title
CN201910497396.8 2019-06-10
CN201910497396.8A CN110377342B (zh) 2019-06-10 2019-06-10 基于卷积神经网络的显存处理方法、装置及存储介质
PCT/CN2019/118467 WO2020248499A1 (zh) 2019-06-10 2019-11-14 基于卷积神经网络的显存处理方法、装置及存储介质

Publications (2)

Publication Number Publication Date
JP2021532498A JP2021532498A (ja) 2021-11-25
JP7174831B2 true JP7174831B2 (ja) 2022-11-17

Family

ID=68249933

Family Applications (1)

Application Number Title Priority Date Filing Date
JP2021506309A Active JP7174831B2 (ja) 2019-06-10 2019-11-14 畳み込みニューラルネットワークに基づくビデオメモリ処理方法、装置及び記録媒体

Country Status (3)

Country Link
JP (1) JP7174831B2 (zh)
CN (1) CN110377342B (zh)
WO (1) WO2020248499A1 (zh)

Families Citing this family (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN110377342B (zh) * 2019-06-10 2022-08-30 平安科技(深圳)有限公司 基于卷积神经网络的显存处理方法、装置及存储介质
CN112957068B (zh) * 2021-01-29 2023-07-11 青岛海信医疗设备股份有限公司 超声信号处理方法及终端设备
CN114330755B (zh) * 2022-03-11 2022-06-21 深圳鹏行智能研究有限公司 数据集的生成方法、装置、机器人和存储介质

Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO2018074012A1 (ja) 2016-10-19 2018-04-26 ソニーセミコンダクタソリューションズ株式会社 演算処理回路および認識システム
JP2018537788A (ja) 2015-12-10 2018-12-20 ディープマインド テクノロジーズ リミテッド 外部メモリを用いたニューラルネットワークの拡張
US20190156188A1 (en) 2017-11-17 2019-05-23 Kabushiki Kaisha Toshiba Arithmetic processing device

Family Cites Families (11)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US7526634B1 (en) * 2005-12-19 2009-04-28 Nvidia Corporation Counter-based delay of dependent thread group execution
CN103136724B (zh) * 2011-11-30 2015-11-25 北大方正集团有限公司 加网方法和装置
CN103207841B (zh) * 2013-03-06 2016-01-20 青岛海信传媒网络技术有限公司 基于键值对缓存的数据读写方法及装置
CN104090938A (zh) * 2014-06-26 2014-10-08 广州金山网络科技有限公司 一种提交数据的方法及装置
CN106779057B (zh) * 2016-11-11 2020-04-17 北京旷视科技有限公司 基于gpu的计算二值神经网络卷积的方法及装置
CN108229687B (zh) * 2016-12-14 2021-08-24 腾讯科技(深圳)有限公司 数据处理方法、数据处理装置及电子设备
CN107832839B (zh) * 2017-10-31 2020-02-14 南京地平线机器人技术有限公司 执行卷积神经网络中的运算的方法和装置
CN108182469A (zh) * 2017-12-27 2018-06-19 郑州云海信息技术有限公司 一种神经网络模型训练方法、系统、装置及存储介质
CN108197705A (zh) * 2017-12-29 2018-06-22 国民技术股份有限公司 卷积神经网络硬件加速装置及卷积计算方法及存储介质
CN109657793B (zh) * 2018-12-26 2020-09-22 广州小狗机器人技术有限公司 模型训练方法及装置、存储介质及电子设备
CN110377342B (zh) * 2019-06-10 2022-08-30 平安科技(深圳)有限公司 基于卷积神经网络的显存处理方法、装置及存储介质

Patent Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2018537788A (ja) 2015-12-10 2018-12-20 ディープマインド テクノロジーズ リミテッド 外部メモリを用いたニューラルネットワークの拡張
WO2018074012A1 (ja) 2016-10-19 2018-04-26 ソニーセミコンダクタソリューションズ株式会社 演算処理回路および認識システム
US20190156188A1 (en) 2017-11-17 2019-05-23 Kabushiki Kaisha Toshiba Arithmetic processing device

Non-Patent Citations (2)

* Cited by examiner, † Cited by third party
Title
Feng Liang, et al.,"Design of 16-bit fixed-point CNN coprocessor based on FPGA",Proceedings of 2018 IEEE 23rd International Conference on Digital Signal Processing (DSP),IEEE,2018年11月21日,全5頁,ISBN:978-1-5386-6811-5, <DOI: 10.1109/ICDSP.2018.8631564>.
齋藤 修(外3名),「大規模ニューラルネットワークに対応可能な学習機能内蔵ディジタルニューロチップ」,電子情報通信学会技術研究報告,日本,社団法人 電子情報通信学会,1998年04月23日,Vol.98, No.24,第25~32頁.

Also Published As

Publication number Publication date
CN110377342A (zh) 2019-10-25
WO2020248499A1 (zh) 2020-12-17
JP2021532498A (ja) 2021-11-25
CN110377342B (zh) 2022-08-30

Similar Documents

Publication Publication Date Title
JP7174831B2 (ja) 畳み込みニューラルネットワークに基づくビデオメモリ処理方法、装置及び記録媒体
US10140251B2 (en) Processor and method for executing matrix multiplication operation on processor
CN108491359B (zh) 子矩阵运算装置及方法
CN103336758B (zh) 一种采用带有局部信息的压缩稀疏行的稀疏矩阵存储方法及基于该方法的SpMV实现方法
JP2019109896A (ja) ニューラルネットワークにおける畳み込み計算のための方法および電子デバイス
US20180137414A1 (en) Convolution operation device and convolution operation method
WO2022037257A1 (zh) 卷积计算引擎、人工智能芯片以及数据处理方法
US9489342B2 (en) Systems, methods, and computer program products for performing mathematical operations
US20120221788A1 (en) Multi-dimensional array manipulation
US11328395B2 (en) Image processing method, image processing device, electronic equipment and computer readable storage medium
CN109840585B (zh) 一种面向稀疏二维卷积的运算方法和系统
CN117574970A (zh) 用于大规模语言模型的推理加速方法、系统、终端及介质
CN117312330B (zh) 基于便签式存储的向量数据聚集方法、装置及计算机设备
CN114092708A (zh) 特征图像的处理方法、装置和存储介质
US20200242467A1 (en) Calculation method and calculation device for sparse neural network, electronic device, computer readable storage medium, and computer program product
US10761847B2 (en) Linear feedback shift register for a reconfigurable logic unit
CN116611476A (zh) 性能数据预测方法、性能数据预测装置、电子设备及介质
CN111931937B (zh) 图像处理模型的梯度更新方法、装置及系统
US11409523B2 (en) Graphics processing unit
CN112927125B (zh) 一种数据处理方法、装置、计算机设备及存储介质
CN114821272A (zh) 图像识别方法、系统、介质、电子设备及目标检测模型
Fuzong et al. Dynamic data compression algorithm selection for big data processing on local file system
CN112668709A (zh) 计算装置以及用于数据重用的方法
CN114581676B (zh) 特征图像的处理方法、装置和存储介质
US20230419145A1 (en) Processor and method for performing tensor network contraction in quantum simulator

Legal Events

Date Code Title Description
A621 Written request for application examination

Free format text: JAPANESE INTERMEDIATE CODE: A621

Effective date: 20210204

A131 Notification of reasons for refusal

Free format text: JAPANESE INTERMEDIATE CODE: A131

Effective date: 20220412

A521 Request for written amendment filed

Free format text: JAPANESE INTERMEDIATE CODE: A523

Effective date: 20220627

TRDD Decision of grant or rejection written
A01 Written decision to grant a patent or to grant a registration (utility model)

Free format text: JAPANESE INTERMEDIATE CODE: A01

Effective date: 20221011

A61 First payment of annual fees (during grant procedure)

Free format text: JAPANESE INTERMEDIATE CODE: A61

Effective date: 20221107

R150 Certificate of patent or registration of utility model

Ref document number: 7174831

Country of ref document: JP

Free format text: JAPANESE INTERMEDIATE CODE: R150