- 专利标题: DATA VOLUME SCULPTOR FOR DEEP LEARNING ACCELERATION
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申请号: EP19159074.4申请日: 2019-02-25
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公开(公告)号: EP3531347A1公开(公告)日: 2019-08-28
- 发明人: SINGH, Surinder Pal , BOESCH, Thomas , DESOLI, Giuseppe
- 申请人: STMicroelectronics International N.V. , STMicroelectronics S.r.l.
- 申请人地址: Schiphol Boulevard 265 1118 BH Schiphol NL
- 专利权人: STMicroelectronics International N.V.,STMicroelectronics S.r.l.
- 当前专利权人: STMicroelectronics International N.V.,STMicroelectronics S.r.l.
- 当前专利权人地址: Schiphol Boulevard 265 1118 BH Schiphol NL
- 代理机构: Smith, Gary John
- 优先权: US201862636018P 20180227
- 主分类号: G06N3/04
- IPC分类号: G06N3/04 ; G06N3/063
摘要:
Embodiments of a device include on-board memory, an applications processor, a digital signal processor cluster, a configurable accelerator framework, and at least one communication bus architecture. The communication bus communicatively couples the applications processor, the digital signal processor cluster, and the configurable accelerator framework to the on-board memory. The configurable accelerator framework includes a reconfigurable stream switch and a data volume sculpting unit, which has an input and an output coupled to the reconfigurable stream switch. The data volume sculpting unit has a counter, a comparator, and a controller. The data volume sculpting unit is arranged to receive (1004) a stream of feature map data that forms a three-dimensional feature map. The three-dimensional feature map is formed as a plurality of two-dimensional data planes.
公开/授权文献
- EP3531347B1 DATA VOLUME SCULPTOR FOR DEEP LEARNING ACCELERATION 公开/授权日:2024-04-10
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