Lossless tiling in convolution networks—graph metadata generation

Number of patents in Portfolio can not be more than 2000

United States of America

PATENT NO 12001936
APP PUB NO 20220309324A1
SERIAL NO

17700452

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Abstract

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A processing graph of an application with a sequence of processing nodes is obtained which processes an input and generates an intermediate representation a further intermediate representation, and an output representation of the input at stages in the sequence of processing nodes. Graph metadata is generated that specifies a non-overlapping target tiling configuration for the output representation, an overlapping tiling configuration for the input, an overlapping tiling configuration for the intermediate representation, and a third tiling configuration for the further intermediate representation. The processing graph is modified based on the graph metadata to conform to the parameters specified by the graph metadata. A set of computer instructions is then created to execute the modified processing graph on a target processing system.

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Patent Owner(s)

  • SAMBANOVA SYSTEMS, INC.

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Inventor(s)

Inventor Name Address # of filed Patents Total Citations
Chaphekar, Ruddhi Santa Clara, US 16 8
Fuchs, Adi West Windsor, US 17 26
Jairath, Sumti Santa Clara, US 67 295
Liang, Kaizhao Palo Alto, US 16 8
Musaddiq, Matheen Austin, US 21 12
Nama, Tejas Nagendra Babu Sunnyvale, US 16 8
Prabhakar, Raghu San Jose, US 74 160
Sivaramakrishnan, Ram San Jose, US 46 139
Sujeeth, Arvind Krishna San Francisco, US 20 8
Wang, Junjue San Mateo, US 22 8

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