METHODS AND APPARATUS FOR WORKLOAD SCHEDULING

    公开(公告)号:US20240036923A1

    公开(公告)日:2024-02-01

    申请号:US17874658

    申请日:2022-07-27

    Applicant: Arm Limited

    CPC classification number: G06F9/4893

    Abstract: Aspects of the present disclosure relate to an apparatus comprising a plurality of processing elements having a spatial layout, and control circuitry to assign workloads to said plurality of processing elements. The control circuitry is configured to, based on a timing parameter, determine one or more active processing elements to deactivate; determine, based on the spatial layout, one or more inactive processing elements to activate; and deactivate said one or more active processing elements and activate said one or more inactive processing elements.

    HARDWARE RESOURCE CONFIGURATION FOR PROCESSING SYSTEM

    公开(公告)号:US20220035679A1

    公开(公告)日:2022-02-03

    申请号:US16943117

    申请日:2020-07-30

    Applicant: Arm Limited

    Abstract: 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.

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