Optimization of Scratchpad Memory Allocation for Heterogeneous Devices Using A Cooperative Compiler Framework

    公开(公告)号:US20240231910A9

    公开(公告)日:2024-07-11

    申请号:US17969397

    申请日:2022-10-19

    Applicant: MediaTek Inc.

    Inventor: Chi-Wei Wang

    CPC classification number: G06F9/5016 G06F8/441

    Abstract: A system allocates scratchpad memory (SPM) to heterogeneous devices for neural network computing. The system executes the operations of a global optimization manager. The global optimization manager receives compilation states from compilers, which compile corresponding subgraphs of a neural network model into corresponding subcommands that run on the heterogeneous devices. The global optimization manager unifies records of a same object across different ones of the compilation states, and allocates the SPM to the subgraphs according to the unified records of the compilation states.

    THRESHOLD VOLTAGE SENSOR AND A CHIP USING THE THRESHOLD VOLTAGE SENSOR

    公开(公告)号:US20240223142A1

    公开(公告)日:2024-07-04

    申请号:US18326136

    申请日:2023-05-31

    Applicant: MEDIATEK INC.

    CPC classification number: H03F3/45475 H03F3/45273 H03F2200/471

    Abstract: A low-cost and high-accuracy threshold voltage (Vth) sensor is shown. In addition to a current mirror implemented by an operational amplifier and two metal-oxide-semiconductor field-effect transistors (MOSFETs), the Vth sensor uses an active device and a diode-connected MOSFET. The active device is provided to determine a constant current that is mirrored from the first MOSFET to the second MOSFET of the current mirror. The diode-connected MOSFET is coupled between the drain terminal of the second MOSFET and the ground terminal. The constant current flows through the diode-connected MOSFET to generate an output voltage that contains information about a threshold voltage (Vth) of a MOSFET.

    Acquisition of channel state information

    公开(公告)号:US12015456B2

    公开(公告)日:2024-06-18

    申请号:US17719450

    申请日:2022-04-13

    Applicant: MEDIATEK INC.

    Inventor: Lung-Sheng Tsai

    CPC classification number: H04B7/0417 H04L25/0204

    Abstract: In an aspect of the disclosure, a method, a computer-readable medium, and an apparatus are provided. The apparatus may be a UE. The UE measures, at a first time point, a first set of reference signals to determine a first set of values corresponding to a set of CSI parameters. The UE determines value differences between the first set of values and a set of reference values corresponding to the set of CSI parameters. The UE sends a first CSI report including variation indicators indicating the value differences.

    METHOD AND APPARATUS FOR AI/ML BASED BEAM MANAGEMENT

    公开(公告)号:US20240196242A1

    公开(公告)日:2024-06-13

    申请号:US18529092

    申请日:2023-12-05

    Applicant: MEDIATEK INC.

    CPC classification number: H04W24/08 H04L41/16

    Abstract: A UE receives, from a base station, a first monitoring configuration for monitoring an artificial intelligence/machine learning (AI/ML) model for managing a set of beams. The UE measures a first subset of the set of beams. The UE performs inference using the AI/ML model based on measurements of the first subset to determine predication values of a second subset of the set of beams. The second subset is selected based on the first monitoring configuration. The UE measures the second subset of the set of beams to determine measured values of the second subset. The UE calculates one or more performance metrics based on the predication values and the measured values of the second subset. The one or more performance metrics are selected based on the first monitoring configuration.

    METHOD FOR PERFORMING ANTENNA TUNING CONTROL OF WIRELESS TRANSCEIVER DEVICE IN WIRELESS COMMUNICATIONS SYSTEM, AND ASSOCIATED APPARATUS

    公开(公告)号:US20240195451A1

    公开(公告)日:2024-06-13

    申请号:US18533230

    申请日:2023-12-08

    Applicant: MEDIATEK INC.

    CPC classification number: H04B1/40 H01Q1/243

    Abstract: A method for performing antenna tuning control of a wireless transceiver device in a wireless communications system and associated apparatus are provided. The method may include: during a tuning stage among multiple stages, utilizing a communications control circuit within the wireless transceiver device to obtain predetermined characterization data of at least one impedance-related tuning component regarding antenna tuning of at least one antenna from a storage device within the wireless transceiver device, where the at least one impedance-related tuning component includes at least one aperture tuner (APT); during the tuning stage, utilizing the communications control circuit to measure voltage standing wave ratio(s) (VSWR(s)) of any antenna among the at least one antenna; and during the tuning stage, utilizing the communications control circuit to determine at least one setting of the at least one impedance-related tuning component according to the predetermined characterization data and the measured VSWR(s), for antenna performance optimization.

    Method for performing frame interpolation based on single-directional motion and associated non-transitory machine-readable medium

    公开(公告)号:US12010456B2

    公开(公告)日:2024-06-11

    申请号:US18128180

    申请日:2023-03-29

    Applicant: MEDIATEK INC.

    CPC classification number: H04N7/014 H04N7/0127

    Abstract: A frame interpolation method for generating a third image frame interpolated between a first image frame and a second image frame includes: performing motion estimation upon a first input image frame and a second input image frame, to obtain a single-directional motion, wherein the first input image frame is derived from the first image frame, and the second input image frame is derived from the second image frame; scaling the single-directional motion according to a time point of the third image frame, to generate a scaled motion; deriving a forward-warped result from a result of performing a forward warping operation and a first inverse operation upon the scaled motion; performing a second inverse operation upon the forward-warped result, to generate an inversed result; and generating the third image frame according to the first image frame, the second image frame, the forward-warped result, and the inversed result.

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