- 专利标题: DATA VOLUME SCULPTOR FOR DEEP LEARNING ACCELERATION
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申请号: US18167366申请日: 2023-02-10
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公开(公告)号: US20230186067A1公开(公告)日: 2023-06-15
- 发明人: Surinder Pal SINGH , Thomas BOESCH , Giuseppe DESOLI
- 申请人: STMICROELECTRONICS S.r.l. , STMICROELECTRONICS INTERNATIONAL N.V.
- 申请人地址: IT Agrate Brianza
- 专利权人: STMICROELECTRONICS S.r.l.,STMICROELECTRONICS INTERNATIONAL N.V.
- 当前专利权人: STMICROELECTRONICS S.r.l.,STMICROELECTRONICS INTERNATIONAL N.V.
- 当前专利权人地址: IT Agrate Brianza; NL Schiphol
- 分案原申请号: US16280963 2019.02.20
- 主分类号: G06N3/063
- IPC分类号: G06N3/063 ; G06T7/62 ; G06T7/11 ; G06F16/901 ; G06F9/38 ; G06N3/08 ; G06T15/08 ; G06V10/82 ; G06F18/22 ; G06N3/045
摘要:
A device include on-board memory, an applications processor, a digital signal processor (DSP) cluster, a configurable accelerator framework (CAF), and a communication bus architecture. The communication bus communicatively couples the applications processor, the DSP cluster, and the CAF to the on-board memory. The CAF includes a reconfigurable stream switch and data volume sculpting circuitry, which has an input and an output coupled to the reconfigurable stream switch. The data volume sculpting circuitry receives a series of frames, each frame formed as a two dimensional (2D) data structure, and determines a first dimension and a second dimension of each frame of the series of frames. Based on the first and second dimensions, the data volume sculpting circuitry determines for each frame a position and a size of a region-of-interest to be extracted from the respective frame, and extracts from each frame, data in the frame that is within the region-of-interest.
公开/授权文献
- US11977971B2 Data volume sculptor for deep learning acceleration 公开/授权日:2024-05-07
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