- 专利标题: Convolutional neural network operation grouping based on memory unit capacity
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申请号: US16362281申请日: 2019-03-22
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公开(公告)号: US12131182B2公开(公告)日: 2024-10-29
- 发明人: Zhenjiang Wang , Jianjun Li , Liang Chen , Kun Ling , Delin Li , Chen Sun
- 申请人: Nanjing Horizon Robotics Technology Co., Ltd.
- 申请人地址: CN Nanjing
- 专利权人: Nanjing Horizon Robotics Technology Co., Ltd.
- 当前专利权人: Nanjing Horizon Robotics Technology Co., Ltd.
- 当前专利权人地址: CN Nanjing
- 代理机构: K&L Gates LLP
- 优先权: WO TCN2018080010 2018.03.22
- 主分类号: G06F9/48
- IPC分类号: G06F9/48 ; G06F9/30 ; G06F9/345 ; G06F9/50 ; G06N3/063
摘要:
Systems and methods of data processing are provided. The method comprises receiving an input data to be processed by a series of operations, identifying a first operation from the series of operations, selecting at least one second operation from the series of operations to be grouped with the first operation based at least in part on an amount of an input data and an output data of the grouped operations and the capacity of the memory unit, and processing a portion of the input data of the grouped operations. An efficiency of the series of data operations can be improved by ensuring the input data and output data of any data operations are both stored in the memory unit.
公开/授权文献
- US20190294438A1 SYSTEMS AND METHODS OF DATA PROCESSING 公开/授权日:2019-09-26
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