- 专利标题: Method and apparatus for neural network model compression/decompression
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申请号: US18181347申请日: 2023-03-09
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公开(公告)号: US11791837B2公开(公告)日: 2023-10-17
- 发明人: Wei Wang , Wei Jiang , Shan Liu
- 申请人: TENCENT AMERICA LLC
- 申请人地址: US CA Palo Alto
- 专利权人: Tencent America LLC
- 当前专利权人: Tencent America LLC
- 当前专利权人地址: US CA Palo Alto
- 代理机构: Crowell & Moring LLP
- 主分类号: H03M7/00
- IPC分类号: H03M7/00 ; H03M7/30 ; G06N3/02 ; H04N19/423 ; H04N19/119 ; H04N19/176 ; H04N19/146 ; H04N19/124 ; H04N19/11 ; H04N19/13 ; H04N19/70
摘要:
Aspects of the disclosure provide methods and apparatuses for neural network model compression/decompression. In some examples, an apparatus for neural network model decompression includes receiving circuitry and processing circuitry. The processing circuitry decodes, from a bitstream corresponding to a representation of a neural network, at least a syntax element to be applied to multiple blocks in the neural network. Then, the processing circuitry reconstructs, from the bitstream, weight coefficients in the blocks based on the syntax element.
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