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US Patent 11803935 Machine learning sparse computation mechanism

Patent 11803935 was granted and assigned to Intel on October, 2023 by the United States Patent and Trademark Office.

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Patent abstractTimelineTable: Further ResourcesReferences
Is a
Patent
Patent

Patent attributes

Patent Applicant
Intel
Intel
Current Assignee
Intel
Intel
Patent Jurisdiction
United States Patent and Trademark Office
United States Patent and Trademark Office
Patent Number
11803935
Patent Inventor Names
Kamal Sinha
Tsung-Han Lin
Eriko Nurvitadhi
Nicolas C. Galoppo Von Borries
Balaji Vembu
Rajkishore Barik
Date of Patent
October 31, 2023
Patent Application Number
17881720
Date Filed
August 5, 2022
Patent Citations
‌
US Patent 9715508 Dynamic adaptation of feature identification and annotation
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US Patent 9760538 Computer-implemented system and method for efficient sparse matrix representation and processing
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US Patent 9912349 Method and apparatus for processing floating point number matrix, an apparatus and computer-readable storage medium
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US Patent 10346944 Machine learning sparse computation mechanism
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US Patent 10409560 Acceleration techniques for graph analysis programs
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US Patent 10409887 Generalized dot product for computer vision applications
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US Patent 10528864 Sparse convolutional neural network accelerator
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US Patent 10891538 Sparse convolutional neural network accelerator
...
Patent Primary Examiner
‌
Joni Hsu
Patent abstract

Techniques to improve performance of matrix multiply operations are described in which a compute kernel can specify one or more element-wise operations to perform on output of the compute kernel before the output is transferred to higher levels of a processor memory hierarchy.

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