Invention Application
- Patent Title: SYSTEM AND METHOD FOR INT9 QUANTIZATION
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Application No.: US18075678Application Date: 2022-12-06
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Publication No.: US20230096994A1Publication Date: 2023-03-30
- Inventor: Avinash Sodani , Ulf Hanebutte , Chia-Hsin Chen
- Applicant: Marvell Asia Pte Ltd
- Applicant Address: SG Singapore
- Assignee: Marvell Asia Pte Ltd
- Current Assignee: Marvell Asia Pte Ltd
- Current Assignee Address: SG Singapore
- Main IPC: G06N20/00
- IPC: G06N20/00

Abstract:
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.
Public/Granted literature
- US11977963B2 System and method for INT9 quantization Public/Granted day:2024-05-07
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