Invention Grant
- Patent Title: Dynamic quantization in storage devices using machine learning
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Application No.: US16875981Application Date: 2020-05-15
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Publication No.: US12105973B2Publication Date: 2024-10-01
- Inventor: Ramdas P. Kachare , Manali Sharma , Praveen Krishnamoorthy
- Applicant: Samsung Electronics Co., Ltd.
- Applicant Address: KR Suwon-si
- Assignee: SAMSUNG ELECTRONICS CO., LTD.
- Current Assignee: SAMSUNG ELECTRONICS CO., LTD.
- Current Assignee Address: KR
- Agency: Renaissance IP Law Group LLP
- Main IPC: G06F3/06
- IPC: G06F3/06 ; G06N20/00
Abstract:
A storage device may include storage for data. A host interface may receive a write request from a host at the storage device. The write request may include a data chunk and a data identifier (ID). A class ID determiner circuitry may determine a class ID for the data chunk. A mapping table may map the data ID to the class ID.
Public/Granted literature
- US20210303156A1 DYNAMIC QUANTIZATION IN STORAGE DEVICES USING MACHINE LEARNING Public/Granted day:2021-09-30
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