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    PARALLEL ITERATOR FOR MACHINE LEARNING FRAMEWORKS
    3.
    发明申请
    PARALLEL ITERATOR FOR MACHINE LEARNING FRAMEWORKS 有权

    公开(公告)号：US20210191886A1

    公开(公告)日：2021-06-24

    申请号：US16722408

    申请日：2019-12-20

    Applicant: MICRON TECHNOLOGY, INC.

    Inventor： Jacob Mulamootil Jacob ,  Gaurav Sanjay Ramdasi ,  Nabeel Meeramohideen Mohamed

    IPC: G06F13/16 ,  G06N3/08 ,  G06N3/04 ,  G06F9/46

    Abstract: A request to retrieve data from a memory device of a memory sub-system can be received from a machine learning (ML) framework executing on a host system, where the data comprises a plurality of logical partitions. A set of parallel I/O threads can be initiated to retrieve the data from the memory device, where each I/O thread of the set of parallel I/O threads retrieves a different portion of the data from a different corresponding logical partition and stores the different portion of the data in a I/O buffer of a set of I/O buffers corresponding to the set of I/O threads in parallel. The different portion of the data can be successively provided from each I/O buffer to the ML framework, where the set of parallel I/O threads is to continually retrieve the data from the memory device until all of the data from the logical partitions has been provided to the ML framework.

    Parallel iterator for machine learning frameworks
    5.
    发明授权
    Parallel iterator for machine learning frameworks 有权

    公开(公告)号：US11734205B2

    公开(公告)日：2023-08-22

    申请号：US17573545

    申请日：2022-01-11

    Applicant: MICRON TECHNOLOGY, INC.

    Inventor： Jacob Mulamootil Jacob ,  Gaurav Sanjay Ramdasi ,  Nabeel Meeramohideen Mohamed

    IPC: G06F13/16 ,  G06F9/46 ,  G06N3/04 ,  G06N3/08

    CPC classification number: G06F13/1668 ,  G06F9/466 ,  G06N3/04 ,  G06N3/08

    Abstract: A request to retrieve data from a memory device of a memory sub-system can be received from a machine learning (ML) framework executing on a host system, where the data comprises a plurality of logical partitions. A set of parallel I/O threads can be initiated to retrieve the data from the memory device, where each I/O thread of the set of parallel I/O threads retrieves a different portion of the data from a different corresponding logical partition and stores the different portion of the data in a I/O buffer of a set of I/O buffers corresponding to the set of I/O threads in parallel. The different portion of the data can be successively provided from each I/O buffer to the ML framework, where the set of parallel I/O threads is to continually retrieve the data from the memory device until all of the data from the logical partitions has been provided to the ML framework.

    Cursor seek operations using deleted record spans
    9.
    发明授权
    Cursor seek operations using deleted record spans 有权

    公开(公告)号：US11762913B2

    公开(公告)日：2023-09-19

    申请号：US16913432

    申请日：2020-06-26

    Applicant: Micron Technology, Inc.

    Inventor： Neelima Premsankar ,  Gaurav Sanjay Ramdasi ,  David Boles

    IPC: G06F16/903 ,  G06F16/901

    CPC classification number: G06F16/90348 ,  G06F16/9024

    Abstract: An example method of cursor seek operations using deleted record spans in memory sub-systems comprises: receiving, by a processing device, a request to search for a first data element of a key-value data store, the request specifying a first key associated with the first data element; determining that the first key is within a range of deleted data elements comprising a plurality of deleted data elements of the key-value data store; identifying a tail key associated with a tail element of the range of deleted data elements; identifying a second data element in the key-value data store, wherein the second data element is associated with a second key that follows the tail key in a specified order of keys; and providing the second data element in response to the request.

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