公开(公告)号：US20230121044A1

公开(公告)日：2023-04-20

申请号：US17503067

申请日：2021-10-15

Applicant: NVIDIA Corporation

Inventor： Vinod Grover ,  Alexander James Collins

IPC: G06N3/08 ,  G06N5/04

Abstract: Apparatuses, systems, and techniques to determine dimensions of one or more sets of data. In at least one embodiment, a processor causes one or more dimensions of one or more sets of data to be determined using one or more dimensional constraints of the one or more sets of data.

公开(公告)号：US20230025245A1

公开(公告)日：2023-01-26

申请号：US17374664

申请日：2021-07-13

Applicant: NVIDIA Corporation

Inventor： Vinod Grover ,  Mahesh Ravishankar ,  Bin Fan ,  Alexander James Collins ,  Se Jong Oh ,  Evghenii Gaburov

IPC: G06N3/08

Abstract: Apparatuses, systems, and techniques to modify performance of a neural network. In at least one embodiment, performance of one or more neural networks is modified based, at least in part, on a user-provided description of at least portions of the one or more neural networks.

公开(公告)号：US20230123811A1

公开(公告)日：2023-04-20

申请号：US17503210

申请日：2021-10-15

Applicant: NVIDIA Corporation

Inventor： Alexander James Collins ,  Vinod Grover

IPC: G06N5/04 ,  G06N3/04

Abstract: Apparatuses, systems, and techniques to infer information from one or more sets of data. In at least one embodiment, a processor uses one or more neural networks to infer information from one or more sets of data based, at least in part, on one or more dynamically configurable dimensions of the one or more sets of data.

公开(公告)号：US20220414455A1

公开(公告)日：2022-12-29

申请号：US17362547

申请日：2021-06-29

Applicant: NVIDIA Corporation

Inventor： Alexander James Collins ,  Vinod Grover

IPC: G06N3/08 ,  G06F8/65 ,  G06F17/16 ,  G06F8/71 ,  G06K9/62 ,  G06F8/41

Abstract: Apparatuses, systems, and techniques to combine operations. In at least one embodiment, a processor causes two or more operations in a graph to be combined based, at least in part, on another combination of two or more independent operations.

公开(公告)号：US20230244391A1

公开(公告)日：2023-08-03

申请号：US17589438

申请日：2022-01-31

Applicant: NVIDIA Corporation

Inventor： Alexander James Collins ,  Vinod Grover

IPC: G06F3/06

CPC classification number: G06F3/0629 ,  G06F3/0655 ,  G06F3/0604 ,  G06F3/0679

Abstract: Apparatuses, systems, and techniques to cause information to be stored in one or more memory locations based, at least in part, on one or more graphs. In at least one embodiment, a compiler analyzes one or more graphs to determine one or more sets of data items to be stored in one or more consecutive memory locations.

公开(公告)号：US20230236907A1

公开(公告)日：2023-07-27

申请号：US17585293

申请日：2022-01-26

Applicant: NVIDIA Corporation

Inventor： Evghenii Gaburov ,  Bin Fan ,  Alexander James Collins ,  Vinod Grover

IPC: G06F9/54 ,  G06F8/41

CPC classification number: G06F9/541 ,  G06F8/44

Abstract: Apparatuses, systems, and techniques to add operators to a compiler. In at least one embodiment, one or more operators are added to a compiler using one or more application programming interfaces (APIs).