公开(公告)号：US20200042895A1

公开(公告)日：2020-02-06

申请号：US16495815

申请日：2018-02-08

Applicant: GOOGLE LLC

Inventor： Ian Moray Mclaren ,  Norman Paul Jouppi ,  Clifford Hsiang Chao ,  Gregory Michael Thorson ,  Bjarke Hammersholt Roune

IPC: G06N20/00 ,  G06F15/173

Abstract: Methods, systems, and apparatus, including instructions encoded on storage media, for performing reduction of gradient vectors and similarly structured data that are generated in parallel, for example, on nodes organized in a mesh or torus topology defined by connections in at least two dimension between the nodes. The methods provide parallel computation and communication between nodes in the topology.

公开(公告)号：US11551138B2

公开(公告)日：2023-01-10

申请号：US16495815

申请日：2018-02-08

Applicant: GOOGLE LLC

Inventor： Ian Moray Mclaren ,  Norman Paul Jouppi ,  Clifford Hsiang Chao ,  Gregory Michael Thorson ,  Bjarke Hammersholt Roune

IPC: G06F15/173 ,  G06N20/00

Abstract: Methods, systems, and apparatus, including instructions encoded on storage media, for performing reduction of gradient vectors and similarly structured data that are generated in parallel, for example, on nodes organized in a mesh or torus topology defined by connections in at least two dimension between the nodes. The methods provide parallel computation and communication between nodes in the topology.

公开(公告)号：US20180240039A1

公开(公告)日：2018-08-23

申请号：US15707104

申请日：2017-09-18

Applicant: Google LLC

Inventor： Ian Moray Mclaren ,  Norman Paul Jouppi ,  Clifford Hsiang Chao ,  Gregory Michael Thorson ,  Bjarke Hammersholt Roune

IPC: G06N99/00

CPC classification number: G06N99/005 ,  G06F15/17381

Abstract: Methods, systems, and apparatus, including instructions encoded on storage media, for performing reduction of gradient vectors and similarly structured data that are generated in parallel, for example, on nodes organized in a mesh or torus topology defined by connections in at least two dimension between the nodes. The methods provide parallel computation and communication between nodes in the topology.

公开(公告)号：US10055692B1

公开(公告)日：2018-08-21

申请号：US15707104

申请日：2017-09-18

Applicant: Google LLC

Inventor： Ian Moray Mclaren ,  Norman Paul Jouppi ,  Clifford Hsiang Chao ,  Gregory Michael Thorson ,  Bjarke Hammersholt Roune

IPC: G06N99/00

Abstract: Methods, systems, and apparatus, including instructions encoded on storage media, for performing reduction of gradient vectors and similarly structured data that are generated in parallel, for example, on nodes organized in a mesh or torus topology defined by connections in at least two dimension between the nodes. The methods provide parallel computation and communication between nodes in the topology.