-
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.
-