- 专利标题: DATA PROCESSING APPARATUS AND METHODS TENSOR TRANSFORM OPERATION
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申请号: US18298833申请日: 2023-04-11
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公开(公告)号: US20240345903A1公开(公告)日: 2024-10-17
- 发明人: John Wakefield Brothers, III , Derek David Whiteman
- 申请人: Arm Limited
- 申请人地址: GB Cambridge
- 专利权人: Arm Limited
- 当前专利权人: Arm Limited
- 当前专利权人地址: GB Cambridge
- 主分类号: G06F9/54
- IPC分类号: G06F9/54
摘要:
The present disclosure relates to a data processing apparatus for a processing resource to perform a transform operation on an input tensor for the processing resource, said input tensor being formed of a plurality of blocks, each block being a portion of said input tensor capable of being operated on independently of each other, said data processing apparatus comprising: communication circuitry to communicate with a control module and a shared storage of said processing resource; processing circuitry to perform said transform operation, said processing circuitry comprising sub-block processing circuitry and transformation circuitry; and a local storage to store transform operation output from said processing circuitry; wherein said communication circuitry is configured to: receive one or more transform parameters; read a first input sub-block from said shared storage, said first input sub-block being a portion of a first block of said input tensor corresponding to a processing unit of said processing circuitry; and write a first output sub-block to said shared storage, wherein said sub-block processing circuitry is configured to: divide said first block of said input tensor into one or more input sub-blocks capable of being operated on independently of each other based on said one or more transform parameters; and wherein said transformation circuitry is configured to: perform said transform operation on said first input sub-block based on said one or more transform parameters to generate said first output sub-block; and write said first output sub-block to said local storage.
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