CN115462079A - 神经网络数据流加速方法、装置、计算机设备及存储介质 - Google Patents

神经网络数据流加速方法、装置、计算机设备及存储介质 Download PDF

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Publication number
CN115462079A
CN115462079A CN201980066983.XA CN201980066983A CN115462079A CN 115462079 A CN115462079 A CN 115462079A CN 201980066983 A CN201980066983 A CN 201980066983A CN 115462079 A CN115462079 A CN 115462079A
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data stream
hardware
neural network
video data
acceleration
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CN201980066983.XA
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姜浩
蔡权雄
牛昕宇
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Shenzhen Corerain Technologies Co Ltd
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Shenzhen Corerain Technologies Co Ltd
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    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
    • H04N19/00—Methods or arrangements for coding, decoding, compressing or decompressing digital video signals
    • H04N19/42—Methods or arrangements for coding, decoding, compressing or decompressing digital video signals characterised by implementation details or hardware specially adapted for video compression or decompression, e.g. dedicated software implementation
    • H04N19/436—Methods or arrangements for coding, decoding, compressing or decompressing digital video signals characterised by implementation details or hardware specially adapted for video compression or decompression, e.g. dedicated software implementation using parallelised computational arrangements

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  • Engineering & Computer Science (AREA)
  • Computing Systems (AREA)
  • Theoretical Computer Science (AREA)
  • Multimedia (AREA)
  • Signal Processing (AREA)
  • Compression Or Coding Systems Of Tv Signals (AREA)

Abstract

一种人工智能领域的神经网络数据流加速方法、装置、计算机设备及存储介质，方法包括：获取视频数据流(101)；将所述视频数据流进行硬件解码(102)；基于神经网络的结构配置硬件资源，并将所述硬件解码后的视频数据流通过所述配置后的硬件资源进行数据流硬件加速(103)；将所述数据流硬件加速后的数据输入到所述神经网络并输出结果(104)。通过将所述视频数据流进行硬件解码，并基于神经网络的结构配置硬件资源，并将所述硬件解码后的视频数据流通过配置后的硬件资源进行数据流硬件加速，提高神经网络处理数据流的效率并降低成本和功耗。

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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。
CN201980066983.XA 2019-08-13 2019-08-13 神经网络数据流加速方法、装置、计算机设备及存储介质 Pending CN115462079A (zh)

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PCT/CN2019/100402 WO2021026775A1 (zh) 2019-08-13 2019-08-13 神经网络数据流加速方法、装置、计算机设备及存储介质

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CN115462079A true CN115462079A (zh) 2022-12-09

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* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
TW201322022A (zh) * 2011-11-24 2013-06-01 Alibaba Group Holding Ltd 分散式資料流處理方法及其系統
CN107067365A (zh) * 2017-04-25 2017-08-18 中国石油大学(华东) 基于深度学习的分布嵌入式实时视频流处理系统及方法
CN108012156B (zh) * 2017-11-17 2020-09-25 深圳市华尊科技股份有限公司 一种视频处理方法及控制平台
CN108520296B (zh) * 2018-03-20 2020-05-15 福州瑞芯微电子股份有限公司 一种基于深度学习芯片动态cache分配的方法和装置

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