Memory device for neural networks
    13.
    发明授权

    公开(公告)号:US11526285B2

    公开(公告)日:2022-12-13

    申请号:US16564066

    申请日:2019-09-09

    Abstract: A memory device includes: a memory array used for implementing neural networks (NN), the NN including a plurality of layers; and a controller coupled to the memory array, the controller being configured for: determining a computation duration of a first data of a first layer of the plurality of layers; selecting a first program operation if the computation duration of the first data of the first layer is shorter than a threshold; and selecting a second program operation if the computation duration of the first data of the first layer is longer than the threshold, wherein the second program operation has a longer program pulse time than the first program operation.

    Management system for managing memory device and management method for managing the same

    公开(公告)号:US10671296B2

    公开(公告)日:2020-06-02

    申请号:US15672430

    申请日:2017-08-09

    Abstract: Disclosed is a management system for managing a memory device having sub-chips each having a container area and a data area. A CPU selects a target sub-chip according to respective temperature of the sub-chips. When the CPU intends to access a first original data in one of the data areas, a hot date tracking device acquires a first original address of the first original data from the CPU. When the first original address is recorded in one of a plurality of tracking layers, the CPU is indicated to access a first copied data corresponding to the first original data in the container area of the target sub-chip according to a current tracking layer recording the first original address. When the first original address is not recorded in the tracking layers, the CPU accesses the first original data in the data area according to the first original address.

    Data storage for artificial intelligence-based applications

    公开(公告)号:US20200057561A1

    公开(公告)日:2020-02-20

    申请号:US15999604

    申请日:2018-08-20

    Abstract: A processor receives, from an input device, input data for processing. Upon determining that the input data corresponds to an artificial intelligence (AI) application, the processor generates an AI command for performing read or write operations for a memory device that is configured to store data for a plurality of applications including the AI application, the AI command characterized by an operational code and including information about one or more components of the AI application corresponding to the input data. The processor sends the AI command and the input data to a storage controller managing the memory device, wherein the read or write operations for the memory device are performed by the storage controller using the operational code and the information included in the AI command. The processor receives, from the storage controller, a result of the read or write operations performed on the memory device.

    Metadata containers with indirect pointers
    18.
    发明授权
    Metadata containers with indirect pointers 有权
    具有间接指针的元数据容器

    公开(公告)号:US09547586B2

    公开(公告)日:2017-01-17

    申请号:US13939948

    申请日:2013-07-11

    Abstract: A method is provided for managing a file system including data objects. The data objects, indirect pointers and source pointers are stored in containers that have addresses and include addressable units of a memory. The objects are mapped to addresses for corresponding containers. The indirect pointer in a particular container points to the address of a container in which the corresponding object is stored. The source pointer in the particular container points to the address of the container to which the object in the particular container is mapped. An object in a first container is moved to a second container. The source pointer in the first container is used to find a third container to which the object is mapped. The indirect pointer in the third container is updated to point to the second container. The source pointer in the second container is updated to point to the third container.

    Abstract translation: 提供了一种用于管理包括数据对象的文件系统的方法。 数据对象,间接指针和源指针存储在具有地址并包含存储器可寻址单元的容器中。 对象映射到相应容器的地址。 特定容器中的间接指针指向存储相应对象的容器的地址。 特定容器中的源指针指向特定容器中的对象映射到的容器的地址。 将第一容器中的物体移动到第二容器。 第一个容器中的源指针用于查找对象映射到的第三个容器。 第三个容器中的间接指针被更新为指向第二个容器。 第二个容器中的源指针被更新为指向第三个容器。

    Memory management based on usage specifications
    19.
    发明授权
    Memory management based on usage specifications 有权
    基于使用规范的内存管理

    公开(公告)号:US09513815B2

    公开(公告)日:2016-12-06

    申请号:US14523006

    申请日:2014-10-24

    Abstract: A method is provided for managing a memory device including a plurality of physical memory segments. A logical memory space is classified into a plurality of classifications based on usage specifications. The plurality of physical memory segments is allocated to corresponding logical addresses based on the plurality of classifications, and on usage statistics of the physical memory segments. A data structure is maintained recording translation between logical addresses in the logical memory space and physical addresses of the physical memory segments. The plurality of classifications includes a first classification and a second classification having different usage statistic requirements than the first classification. Logical addresses having the second classification can be redirected to physical segments allocated to logical addresses having the first classification, and the data structure can be updated to record redirected logical addresses. A free command can release a physical memory segment allocated for main memory use.

    Abstract translation: 提供了一种用于管理包括多个物理存储器段的存储器件的方法。 逻辑存储器空间根据使用规范被分类为多个分类。 基于多个分类,以及物理存储器段的使用统计,将多个物理存储器段分配给相应的逻辑地址。 数据结构保持在逻辑存储器空间中的逻辑地址和物理存储器段的物理地址之间进行记录转换。 多个分类包括与第一分类不同的使用统计要求的第一分类和第二分类。 具有第二分类的逻辑地址可以被重定向到分配给具有第一分类的逻辑地址的物理段,并且可以更新数据结构以记录重定向的逻辑地址。 免费命令可以释放分配给主内存使用的物理内存段。

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