Learning new words
    23.
    发明授权

    公开(公告)号:US10133725B2

    公开(公告)日:2018-11-20

    申请号:US15477921

    申请日:2017-04-03

    Applicant: Apple Inc.

    Abstract: Systems and methods are disclosed for a server learning new words generated by user client devices in a crowdsourced manner while maintaining local differential privacy of client devices. A client device can determine that a word typed on the client device is a new word that is not contained in a dictionary or asset catalog on the client device. New words can be grouped in classifications such as entertainment, health, finance, etc. A differential privacy system on the client device can comprise a privacy budget for each classification of new words. If there is privacy budget available for the classification, then one or more new terms in a classification can be sent to new term learning server, and the privacy budget for the classification reduced. The privacy budget can be periodically replenished.

    Dynamic adjustment of mobile device based on adaptive prediction of system events
    27.
    发明授权
    Dynamic adjustment of mobile device based on adaptive prediction of system events 有权
    基于系统事件自适应预测的移动设备的动态调整

    公开(公告)号:US09465679B2

    公开(公告)日:2016-10-11

    申请号:US14622674

    申请日:2015-02-13

    Applicant: Apple Inc.

    Abstract: In some implementations, a mobile device can be configured to monitor environmental, system and user events associated with the mobile device and/or a peer device. The occurrence of one or more events can trigger adjustments to system settings. The mobile device can be configured to keep frequently invoked applications up to date based on a forecast of predicted invocations by the user. In some implementations, the mobile device can receive push notifications associated with applications that indicate that new content is available for the applications to download. The mobile device can launch the applications associated with the push notifications in the background and download the new content. In some implementations, before running an application or communicating with a peer device, the mobile device can be configured to check energy and data budgets and environmental conditions of the mobile device and/or a peer device to ensure a high quality user experience.

    Abstract translation: 在一些实现中,移动设备可以被配置为监视与移动设备和/或对等设备相关联的环境,系统和用户事件。 一个或多个事件的发生可以触发对系统设置的调整。 移动设备可以被配置为基于用户预测的调用的预测来保持频繁被调用的应用程序的最新。 在一些实现中,移动设备可以接收与指示新内容可用于应用下载的应用相关联的推送通知。 移动设备可以在后台启动与推送通知相关联的应用,并下载新的内容。 在一些实施方案中,在运行应用程序或与对等设备通信之前,移动设备可以被配置为检查移动设备和/或对等设备的能量和数据预算以及环境状况,以确保高质量的用户体验。

    Compiling models for dedicated hardware

    公开(公告)号:US12020168B2

    公开(公告)日:2024-06-25

    申请号:US16262807

    申请日:2019-01-30

    Applicant: Apple Inc.

    CPC classification number: G06N3/10 G06F9/461 G06F9/4881 G06F9/5038

    Abstract: The subject technology runs a compiled neural network (NN) model on a particular processor with multiple priority queues for executing different processes, the compiled NN model being assigned to a particular priority queue, and the compiled NN model includes context switch instructions that were previously inserted into a neural network (NN) model from which the compiled NN model was compiled. The subject technology determines that a particular context switch instruction has been executed by the particular processor. The subject technology determines that a different process is waiting to be executed, the different process being assigned to a different priority queue and the different process being a higher priority process than the running compiled NN model. In response to executing the particular context switch instruction, the subject technology performs a context switch to the different process assigned to the different priority queue when the different process is waiting to be executed.

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