CN112840357A - 分布式人工智能应用数据加速方法、系统及计算机设备 - Google Patents

分布式人工智能应用数据加速方法、系统及计算机设备 Download PDF

Info

Publication number
CN112840357A
CN112840357A CN201980067047.0A CN201980067047A CN112840357A CN 112840357 A CN112840357 A CN 112840357A CN 201980067047 A CN201980067047 A CN 201980067047A CN 112840357 A CN112840357 A CN 112840357A
Authority
CN
China
Prior art keywords
data
acceleration
processing
application
accelerated
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.)
Pending
Application number
CN201980067047.0A
Other languages
English (en)
Inventor
姜浩
蔡权雄
牛昕宇
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.)
Shenzhen Corerain Technologies Co Ltd
Original Assignee
Shenzhen Corerain Technologies 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 Shenzhen Corerain Technologies Co Ltd filed Critical Shenzhen Corerain Technologies Co Ltd
Publication of CN112840357A publication Critical patent/CN112840357A/zh
Pending legal-status Critical Current

Links

Images

Classifications

    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06NCOMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00Computing arrangements based on biological models
    • G06N3/02Neural networks
    • G06N3/06Physical realisation, i.e. hardware implementation of neural networks, neurons or parts of neurons
    • G06N3/063Physical realisation, i.e. hardware implementation of neural networks, neurons or parts of neurons using electronic means

Landscapes

  • Engineering & Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • Health & Medical Sciences (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Biomedical Technology (AREA)
  • Biophysics (AREA)
  • Theoretical Computer Science (AREA)
  • Evolutionary Computation (AREA)
  • General Engineering & Computer Science (AREA)
  • Data Mining & Analysis (AREA)
  • Artificial Intelligence (AREA)
  • General Health & Medical Sciences (AREA)
  • Molecular Biology (AREA)
  • Computing Systems (AREA)
  • Computational Linguistics (AREA)
  • General Physics & Mathematics (AREA)
  • Mathematical Physics (AREA)
  • Software Systems (AREA)
  • Neurology (AREA)
  • Information Retrieval, Db Structures And Fs Structures Therefor (AREA)
  • Stored Programmes (AREA)

Abstract

一种分布式人工智能应用数据加速方法、系统、计算机设备及存储介质,所述方法包括:获取应用层的数据加速请求,所述数据加速请求包括待加速的数据(101);对所述待加速的数据进行前处理,并对前处理后的待加速的数据进行深度学习加速处理,得到加速处理结果(102);将所述加速处理结果进行后处理后返回应用层(103)。通过从应用层获取数据,并对数据分别进行前处理、深度学习加速和后处理后返回处理结果给应用层,可以降低人工智能应用的藕合,节约应用系统的计算资源并提高其稳定性。

Description

PCT国内申请,说明书已公开。

Claims (10)

  1. PCT国内申请,权利要求书已公开。
CN201980067047.0A 2019-08-23 2019-08-23 分布式人工智能应用数据加速方法、系统及计算机设备 Pending CN112840357A (zh)

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
PCT/CN2019/102260 WO2021035394A1 (zh) 2019-08-23 2019-08-23 分布式人工智能应用数据加速方法、系统及计算机设备

Publications (1)

Publication Number Publication Date
CN112840357A true CN112840357A (zh) 2021-05-25

Family

ID=74684757

Family Applications (1)

Application Number Title Priority Date Filing Date
CN201980067047.0A Pending CN112840357A (zh) 2019-08-23 2019-08-23 分布式人工智能应用数据加速方法、系统及计算机设备

Country Status (2)

Country Link
CN (1) CN112840357A (zh)
WO (1) WO2021035394A1 (zh)

Citations (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN107341545A (zh) * 2017-07-25 2017-11-10 郑州云海信息技术有限公司 一种深度神经网络运算系统及方法
CN108229670A (zh) * 2018-01-05 2018-06-29 中国科学技术大学苏州研究院 基于fpga的深度神经网络加速平台

Family Cites Families (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US11295235B2 (en) * 2017-12-28 2022-04-05 Intel Corporation Filtering training data for models in a data center
CN109976912A (zh) * 2019-03-27 2019-07-05 湖南理工学院 一种基于fpga的分布式计算的实现方法及系统

Patent Citations (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN107341545A (zh) * 2017-07-25 2017-11-10 郑州云海信息技术有限公司 一种深度神经网络运算系统及方法
CN108229670A (zh) * 2018-01-05 2018-06-29 中国科学技术大学苏州研究院 基于fpga的深度神经网络加速平台

Also Published As

Publication number Publication date
WO2021035394A1 (zh) 2021-03-04

Similar Documents

Publication Publication Date Title
US20200320369A1 (en) Image recognition method, apparatus, electronic device and storage medium
US11087763B2 (en) Voice recognition method, apparatus, device and storage medium
CN110413812B (zh) 神经网络模型的训练方法、装置、电子设备及存储介质
CN110555334B (zh) 人脸特征确定方法、装置、存储介质及电子设备
CN107944381B (zh) 人脸跟踪方法、装置、终端及存储介质
CN111899150A (zh) 数据处理方法、装置、电子设备及存储介质
CN112767294B (zh) 深度图像的增强方法、装置、电子设备以及存储介质
CN112513817A (zh) 一种主cpu与npu的数据交互方法及计算设备
CN110991369A (zh) 图像数据处理方法及相关装置
CN115100659B (zh) 文本识别方法、装置、电子设备和存储介质
CN109933610A (zh) 数据处理方法、装置、计算机设备及存储介质
CN111368593B (zh) 一种马赛克处理方法、装置、电子设备及存储介质
CN110955390A (zh) 数据处理方法、装置和电子设备
CN113377998A (zh) 数据加载的方法、装置、电子设备及存储介质
WO2021068247A1 (zh) 神经网络调度方法、装置、计算机设备及可读存储介质
CN113033337A (zh) 基于TensorRT的行人重识别方法及装置
CN115273148B (zh) 行人重识别模型训练方法、装置、电子设备及存储介质
CN112840357A (zh) 分布式人工智能应用数据加速方法、系统及计算机设备
CN114579054A (zh) 一种数据处理方法、装置、电子设备及计算机可读介质
CN114090262A (zh) 对象处理方法及装置、电子设备、存储介质
CN113887435A (zh) 人脸图像处理方法、装置、设备、存储介质及程序产品
CN114694007A (zh) 一种视频结构化处理方法及视频结构化引擎
CN110852202A (zh) 一种视频分割方法及装置、计算设备、存储介质
CN113272792A (zh) 本地数据流加速方法、数据流加速系统及计算机设备
CN113657353B (zh) 公式识别方法、装置、电子设备及存储介质

Legal Events

Date Code Title Description
PB01 Publication
PB01 Publication
SE01 Entry into force of request for substantive examination
SE01 Entry into force of request for substantive examination