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

IPC: G06F9/50 ,  G06F8/41

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.

公开(公告)号：US20240134691A1

公开(公告)日：2024-04-25

申请号：US17969397

申请日：2022-10-18

Applicant: MediaTek Inc.

Inventor： Chi-Wei Wang

IPC: G06F9/50 ,  G06F8/41

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.