公开(公告)号：US20250156679A1

公开(公告)日：2025-05-15

申请号：US18945680

申请日：2024-11-13

Applicant: MEDIATEK INC.

Inventor： PING-YUAN TSENG ,  Jen-Chieh Tsai ,  Sheng-Je Hung ,  Chia-Wei Hsu ,  PO-YEN LIN ,  YEN-HAO CHEN

IPC: G06N3/042 ,  G06N3/0464

Abstract: The application discloses a compilation method, a data processing method and an apparatus thereof. Data representing a first graph characterizing the operations of a first neural network is obtained. The data representing the first graph is processed to transform the first graph into a second graph. A set of instructions for characterizing the second graph is generated. The set of instructions is provided to one or more hardware platforms.

公开(公告)号：US20250036977A1

公开(公告)日：2025-01-30

申请号：US18751335

申请日：2024-06-23

Applicant: MEDIATEK INC.

Inventor： Chia-Wei Hsu ,  Yu-Lung Lu ,  Yen-Ting Chiang ,  Chih-wei Chen ,  Yi-Cheng Lu ,  Jia-Sian Hong ,  Kuan-Yu Chen ,  Pei-Kuei Tsung ,  Hua Wu

IPC: G06N5/04

Abstract: An electronic device is configured to execute instructions: compiling a first AI model and second AI model(s) to a first compiled file and second compiled file(s), respectively, wherein the first compiled file comprises a first data set and a first command set, and the second compiled file(s) comprises second data set(s) and second command set(s); generating light version file(s) for the AI model(s), wherein the light version file(s) comprises the second command set(s) and data patch(es); storing the first compiled file and the light version file(s) to a storage device; loading the first compiled file from the storage device to a memory; loading the light version file(s) from the storage device to the memory; generating the second data set(s) according to the first data set and the data patch(es); and executing the second AI model(s) according to the generated second data set(s) and the second command set(s) in the memory.