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US Patent 11842423 Dot product operations on sparse matrix elements

Patent 11842423 was granted and assigned to Intel on December, 2023 by the United States Patent and Trademark Office.

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Patent abstractTimelineTable: Further ResourcesReferences
Is a
Patent
Patent
1

Patent attributes

Patent Applicant
Intel
Intel
1
Current Assignee
Intel
Intel
1
Patent Jurisdiction
United States Patent and Trademark Office
United States Patent and Trademark Office
1
Patent Number
118424231
Patent Inventor Names
Vasanth Ranganathan1
Subramaniam Maiyuran1
Ashutosh Garg1
Abhishek Appu1
Mike Macpherson1
Fangwen Fu1
Varghese George1
Jiasheng Chen1
...
Date of Patent
December 12, 2023
1
Patent Application Number
171229051
Date Filed
December 15, 2020
1
Patent Citations
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US Patent 7327289 Data-modifying run length encoder to avoid data expansion
1
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US Patent 7346741 Memory latency of processors with configurable stride based pre-fetching technique
1
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US Patent 7373369 Advanced execution of extended floating-point add operations in a narrow dataflow
1
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US Patent 7483031 Method for synchronizing graphics processing units
1
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US Patent 7616206 Efficient multi-chip GPU
1
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US Patent 7620793 Mapping memory partitions to virtual memory pages
1
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US Patent 7873812 Method and system for efficient matrix multiplication in a SIMD processor architecture
1
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US Patent 6856320 Demand-based memory system for graphics applications
1
...
Patent Primary Examiner
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Shawn Doman
1
CPC Code
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G06N 3/08
1
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G06N 3/0481
1
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G06F 17/16
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G06F 15/8046
1
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G06F 7/5443
1
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G06F 9/5027
1
Patent abstract

Embodiments described herein include software, firmware, and hardware logic that provides techniques to perform arithmetic on sparse data via a systolic processing unit. One embodiment provides for data aware sparsity via compressed bitstreams. One embodiment provides for block sparse dot product instructions. One embodiment provides for a depth-wise adapter for a systolic array.

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