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    KERNEL-LEVEL LOAD BALANCING ACROSS NEURAL ENGINES
    2.
    发明申请
    KERNEL-LEVEL LOAD BALANCING ACROSS NEURAL ENGINES 有权

    公开(公告)号：US20220391677A1

    公开(公告)日：2022-12-08

    申请号：US17505412

    申请日：2021-10-19

    Applicant: Apple Inc.

    Inventor： Sundararaman Hariharasubramanian ,  Xiaozhong Yao ,  Andrew Yanowitz

    IPC: G06N3/063

    Abstract: An electronic device may receive, at a first system routine from a client application, a provisioning request indicating that the application includes code for evaluating a machine learning model, wherein the first system routine executes in user space of memory on the device. The device may provision the code for execution on one or more of the circuit engines. The device may receive, at a second system routine from the application, an inference request for evaluating the machine learning model containing input data, wherein the second system routine executes in kernel space of memory on the device. The device may receive, at the second system routine, information about the circuit engines. The device may assign the inference request to one or more of the circuit engines where the request is evaluated. The device may provide a result of the inference request to the application.

    Dual parallel processing of frames of raw image data
    3.
    发明授权
    Dual parallel processing of frames of raw image data 有权
    原始图像数据帧的双重并行处理

    公开(公告)号：US08988563B2

    公开(公告)日：2015-03-24

    申请号：US13705122

    申请日：2012-12-04

    Applicant: Apple Inc.

    Inventor： Andrew Yanowitz ,  Ting Chen ,  David Daming Kuo ,  Haitao Guo

    IPC: H04N9/64 ,  H04N5/367 ,  G06T5/00 ,  H04N5/217 ,  H04N5/232 ,  H04N5/357 ,  H04N9/04

    CPC classification number: H04N5/367 ,  G06T5/00 ,  G06T2200/28 ,  H04N5/2173 ,  H04N5/23229 ,  H04N5/3572 ,  H04N9/045

    Abstract: Systems, methods, and devices for dual processing of raw image data by main image processing and alternative image processing capabilities of an electronic device are provided. According to an embodiment, alternative image processing may analyze a first copy of a frame of raw image data before a second copy of the frame of raw image data is processed by main image processing. Thereafter, the main image processing may process the second copy of the frame of raw image. The main image processing may be calibrated based at least in part on the analysis of the first copy of the frame of raw image data.

    Abstract translation: 提供了通过主要图像处理和替代图像处理能力对原始图像数据进行双重处理的系统，方法和装置。 根据实施例，替代图像处理可以在通过主图像处理处理原始图像数据的帧的第二副本之前分析原始图像数据的帧的第一副本。 此后，主图像处理可以处理原始图像的帧的第二副本。 可以至少部分地基于原始图像数据的帧的第一副本的分析来校准主图像处理。

    METHODS AND APPARATUS FOR TRANSMITTING DATA STREAMS VIA A HETEROGENEOUS NETWORK
    4.
    发明申请
    METHODS AND APPARATUS FOR TRANSMITTING DATA STREAMS VIA A HETEROGENEOUS NETWORK 审中-公开
    通过异构网络传输数据流的方法和装置

    公开(公告)号：US20150052257A1

    公开(公告)日：2015-02-19

    申请号：US14493171

    申请日：2014-09-22

    Applicant: Apple Inc.

    Inventor： Matthew Xavier Mora ,  Ashley Ian Butterworth ,  Andrew Yanowitz ,  Niel David Warren

    IPC: H04L29/08 ,  H04L29/06

    CPC classification number: H04L67/141 ,  G06F13/00 ,  G06F13/102 ,  G06F15/16 ,  G06F2213/0012 ,  H04L12/40097 ,  H04L12/4011 ,  H04L12/40117 ,  H04L69/08 ,  H04L69/18

    Abstract: Methods and apparatus that enable a community of devices having differing underlying protocols to stream media data such as video or audio data. In one exemplary embodiment, this invention enables IEEE 1394-compliant (“FireWire” enabled) devices to communicate across an Ethernet infrastructure, such as one enabled by the Ethernet AVB Standard(s). This enhances connectivity, and also supports obviating one or more physical ports within the device(s). In another embodiment, or more wireless transports are utilized.

    Abstract translation: 允许具有不同底层协议的设备的社区流传输诸如视频或音频数据的媒体数据的方法和装置。 在一个示例性实施例中，本发明使得IEEE 1394兼容（“FireWire”）能够通过以太网基础设施进行通信，例如由以太网AVB标准启用的一种。 这增强了连接性，并且还支持消除设备内的一个或多个物理端口。 在另一个实施例中，或者更多的无线传输被利用。

    Dual Processing of Raw Image Data
    6.
    发明申请
    Dual Processing of Raw Image Data 审中-公开
    原始图像数据的双重处理

    公开(公告)号：US20130342739A1

    公开(公告)日：2013-12-26

    申请号：US13705122

    申请日：2012-12-04

    Applicant: APPLE INC.

    Inventor： Andrew Yanowitz ,  Ting Chen ,  David Daming Kuo ,  Haitao Guo

    IPC: H04N5/367

    CPC classification number: H04N5/367 ,  G06T5/00 ,  G06T2200/28 ,  H04N5/2173 ,  H04N5/23229 ,  H04N5/3572 ,  H04N9/045

    Abstract: Systems, methods, and devices for dual processing of raw image data by main image processing and alternative image processing capabilities of an electronic device are provided. According to an embodiment, alternative image processing may analyze a first copy of a frame of raw image data before a second copy of the frame of raw image data is processed by main image processing. Thereafter, the main image processing may process the second copy of the frame of raw image. The main image processing may be calibrated based at least in part on the analysis of the first copy of the frame of raw image data.

    Abstract translation: 提供了通过主要图像处理和替代图像处理能力对原始图像数据进行双重处理的系统，方法和装置。 根据实施例，替代图像处理可以在通过主图像处理处理原始图像数据的帧的第二副本之前分析原始图像数据的帧的第一副本。 此后，主图像处理可以处理原始图像的帧的第二副本。 可以至少部分地基于原始图像数据的帧的第一副本的分析来校准主图像处理。

    Methods and Apparatus for Transmitting Data Streams Via A Heterogeneous Network
    7.
    发明申请
    Methods and Apparatus for Transmitting Data Streams Via A Heterogeneous Network 有权
    用于通过异构网络传输数据流的方法和装置

    公开(公告)号：US20130250971A1

    公开(公告)日：2013-09-26

    申请号：US13784689

    申请日：2013-03-04

    Applicant: APPLE INC.

    Inventor： Matthew Xavier Mora ,  Ashley Ian Butterworth ,  Andrew Yanowitz ,  Niel David Warren

    IPC: H04L29/06

    CPC classification number: H04L67/141 ,  G06F13/00 ,  G06F13/102 ,  G06F15/16 ,  G06F2213/0012 ,  H04L12/40097 ,  H04L12/4011 ,  H04L12/40117 ,  H04L69/08 ,  H04L69/18

    Abstract: Methods and apparatus that enable a community of devices having differing underlying protocols to stream media data such as video or audio data. In one exemplary embodiment, this invention enables IEEE 1394-compliant (“FireWire” enabled) devices to communicate across an Ethernet infrastructure, such as one enabled by the Ethernet AVB Standard(s). This enhances connectivity, and also supports obviating one or more physical ports within the device(s). In another embodiment, or more wireless transports are utilized.

    Abstract translation: 允许具有不同底层协议的设备的社区流传输诸如视频或音频数据的媒体数据的方法和装置。 在一个示例性实施例中，本发明使得IEEE 1394兼容（“FireWire”）能够通过以太网基础设施进行通信，例如由以太网AVB标准启用的一种。 这增强了连接性，并且还支持消除设备内的一个或多个物理端口。 在另一个实施例中，或者更多的无线传输被利用。

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