公开(公告)号：US20240185100A1

公开(公告)日：2024-06-06

申请号：US18076221

申请日：2022-12-06

Applicant: NVIDIA Corporation

Inventor： Alvin Ihsani ,  Shaul Arazi ,  Elena Agostini ,  Penn Tasinga ,  Carl Everett Lacey, JR. ,  Dana Groff ,  Dotan David Levi ,  Wojciech Wasko ,  Vishwesh Nath ,  Sachidanand Alle

IPC: G06N5/04 ,  G16H30/20

CPC classification number: G06N5/04 ,  G16H30/20

Abstract: Methods and systems for obtaining data having a first format, converting the data to a second format, storing the converted data in memory accessible by at least one parallel processing unit, and processing the converted data stored in the memory using the at least one parallel processing unit.

公开(公告)号：US20230144662A1

公开(公告)日：2023-05-11

申请号：US17522562

申请日：2021-11-09

Applicant: NVIDIA Corporation

Inventor： Penn Tasinga ,  David B. Yastremsky

IPC: G06F9/50 ,  G06N3/10 ,  G06N5/04

CPC classification number: G06F9/5088 ,  G06F9/5077 ,  G06N3/10 ,  G06N5/04

Abstract: Apparatuses, systems, and techniques to partition neural networks. In at least one embodiment, one or more circuits are to cause one or more neural networks to be dynamically partitioned based, at least in part, on one or more performance metrics of the one or more neural networks.

公开(公告)号：US20220180178A1

公开(公告)日：2022-06-09

申请号：US17115631

申请日：2020-12-08

Applicant: NVIDIA Corporation

Inventor： Penn Tasinga ,  David B. Yastremsky ,  Jeremy Wyman ,  Alvin Ihsani ,  Pritish Nahar ,  Piyush Bhatt

IPC: G06N3/08 ,  G06N5/04 ,  G06N3/04 ,  G06F11/34 ,  G06F9/50

Abstract: Apparatuses, systems, and techniques to allocate computing resources to perform inferences. In at least one embodiment, one or more neural networks cause computing resources to be identified based, at least in part, on performance requirements of one or more neural networks to perform inferences.