ALEXANDRIA, Va., Nov. 3 -- United States Patent no. 12,783,306, issued on Nov. 3, was assigned to MediaTek Inc. (Hsinchu City, Taiwan).
"Optimization of scratchpad memory allocation for heterogeneous devices using a cooperative compiler framework" was invented by Chi-Wei Wang (Hsinchu City, Taiwan).
According to the abstract* released by the U.S. Patent & Trademark Office: "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 dev...