- 专利标题: HARDWARE RESOURCE CONFIGURATION FOR PROCESSING SYSTEM
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申请号: US16943117申请日: 2020-07-30
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公开(公告)号: US20220035679A1公开(公告)日: 2022-02-03
- 发明人: Dam SUNWOO , Supreet JELOKA , Saurabh Pijuskumar SINHA , Jaekyu LEE , Jose Alberto JOAO , Krishnendra NATHELLA
- 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: G06F9/50
- IPC分类号: G06F9/50 ; G06N20/00 ; G06N5/04
摘要:
A method for controlling hardware resource configuration for a processing system comprises obtaining performance monitoring data indicative of processing performance associated with workloads to be executed on the processing system, providing a trained machine learning model with input data depending on the performance monitoring data; and based on an inference made from the input data by the trained machine learning model, setting control information for configuring the processing system to control an amount of hardware resource allocated for use by at least one processor core. A corresponding method of training the model is provided. This is particularly useful for controlling inter-core borrowing of resource between processor cores in a multi-core processing system, where resource is borrowed between respective cores, e.g. cores on different layers of a 3D integrated circuit.
公开/授权文献
- US11966785B2 Hardware resource configuration for processing system 公开/授权日:2024-04-23
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