公开(公告)号：US20230139623A1

公开(公告)日：2023-05-04

申请号：US17517612

申请日：2021-11-02

Applicant: NVIDIA Corporation

Inventor： Rajarshi Roy ,  Saad Godil ,  Jonathan Raiman ,  Neel Kant ,  Ilyas Elkin ,  Ming Y. Siu ,  Robert Kirby ,  Stuart Oberman ,  Bryan Catanzaro

IPC: G06F30/394 ,  G06N20/00 ,  G06F30/327

Abstract: Apparatuses, systems, and techniques for designing a data path circuit such as a parallel prefix circuit with reinforcement learning are described. A method can include receiving a first design state of a data path circuit, inputting the first design state of the data path circuit into a machine learning model, and performing reinforcement learning using the machine learning model to output a final design state of the data path circuit, wherein the final design state of the data path circuit has decreased area, power consumption and/or delay as compared to conventionally designed data path circuits.