- 专利标题: SYSTEM AND METHOD FOR INT9 QUANTIZATION
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申请号: US18075678申请日: 2022-12-06
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公开(公告)号: US20230096994A1公开(公告)日: 2023-03-30
- 发明人: Avinash Sodani , Ulf Hanebutte , Chia-Hsin Chen
- 申请人: Marvell Asia Pte Ltd
- 申请人地址: SG Singapore
- 专利权人: Marvell Asia Pte Ltd
- 当前专利权人: Marvell Asia Pte Ltd
- 当前专利权人地址: SG Singapore
- 主分类号: G06N20/00
- IPC分类号: G06N20/00
摘要:
A method of converting a data stored in a memory from a first format to a second format is disclosed. The method includes extending a number of bits in the data stored in a double data rate (DDR) memory by one bit to form an extended data. The method further includes determining whether the data stored in the DDR is signed or unsigned data. Moreover, responsive to determining that the data is signed, a sign value is added to the most significant bit of the extended data and the data is copied to lower order bits of the extended data. Responsive to determining that the data is unsigned, the data is copied to lower order bits of the extended data and the most significant bit is set to an unsigned value, e.g., zero. The extended data is stored in an on-chip memory (OCM) of a processing tile of a machine learning computer array.
公开/授权文献
- US11977963B2 System and method for INT9 quantization 公开/授权日:2024-05-07
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