DYNAMICALY ADJUSTED CACHE POLICY AND COMPRESSION SCHEME FOR GRAPHS PROCESSED BY GRAPH NEURAL NETWORKS

    公开(公告)号:US20220261357A1

    公开(公告)日:2022-08-18

    申请号:US17734994

    申请日:2022-05-02

    Abstract: Systems, apparatuses, and methods include technology that determines, with a neural network, that a first eviction node stored in a cache will be evicted from the cache based on a cache policy. The first eviction node is part of a plurality of nodes associated with a graph. Further, a subset of nodes of the plurality of nodes remains in the cache after the eviction of the first eviction node from the cache. The technology further tracks a number of cache hits on the cache during an aggregation operation associated with a hardware accelerator, where the aggregation operation is executed on the subset of nodes that remain in the cache after the eviction of the eviction node from the cache. The technology executes a training process on the neural network to adjust the cache policy based on the number of the cache hits.

    LINEAR TO PHYSICAL ADDRESS TRANSLATION WITH SUPPORT FOR PAGE ATTRIBUTES
    16.
    发明申请
    LINEAR TO PHYSICAL ADDRESS TRANSLATION WITH SUPPORT FOR PAGE ATTRIBUTES 审中-公开
    线性到物理地址翻译,支持页面属性

    公开(公告)号:US20160041921A1

    公开(公告)日:2016-02-11

    申请号:US14886822

    申请日:2015-10-19

    Abstract: Embodiments of the invention are generally directed to systems, methods, and apparatuses for linear to physical address translation with support for page attributes. In some embodiments, a system receives an instruction to translate a memory pointer to a physical memory address for a memory location. The system may return the physical memory address and one or more page attributes. Other embodiments are described and claimed.

    Abstract translation: 本发明的实施例一般涉及用于线性到物理地址转换的系统,方法和装置,其支持页面属性。 在一些实施例中,系统接收将存储器指针转换为存储器位置的物理存储器地址的指令。 系统可以返回物理内存地址和一个或多个页面属性。 描述和要求保护其他实施例。

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