Invention Grant
- Patent Title: Convolutional neural network operation grouping based on memory unit capacity
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Application No.: US16362281Application Date: 2019-03-22
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Publication No.: US12131182B2Publication Date: 2024-10-29
- Inventor: Zhenjiang Wang , Jianjun Li , Liang Chen , Kun Ling , Delin Li , Chen Sun
- Applicant: Nanjing Horizon Robotics Technology Co., Ltd.
- Applicant Address: CN Nanjing
- Assignee: Nanjing Horizon Robotics Technology Co., Ltd.
- Current Assignee: Nanjing Horizon Robotics Technology Co., Ltd.
- Current Assignee Address: CN Nanjing
- Agency: K&L Gates LLP
- Priority: WO TCN2018080010 2018.03.22
- Main IPC: G06F9/48
- IPC: G06F9/48 ; G06F9/30 ; G06F9/345 ; G06F9/50 ; G06N3/063

Abstract:
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.
Public/Granted literature
- US20190294438A1 SYSTEMS AND METHODS OF DATA PROCESSING Public/Granted day:2019-09-26
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