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).

公开(公告)号：US11630653B2

公开(公告)日：2023-04-18

申请号：US15872663

申请日：2018-01-16

Applicant: NVIDIA CORPORATION

Inventor： Mahesh Ravishankar ,  Vinod Grover ,  Evghenii Gaburov ,  Alberto Magni ,  Sean Lee

IPC: G06F8/41 ,  G06F9/455 ,  G06N20/00

Abstract: A computation graph is accessed. In the computation graph, operations to be performed are represented as interior nodes, inputs to the operations are represented as leaf nodes, and a result of the operations is represented as a root. Selected sets of the operations are combined to form respective kernels of operations. Code is generated execute the kernels of operations. The code is executed to determine the result.

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.