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US Patent 12131507 Low rank matrix compression

Patent 12131507 was granted and assigned to Intel on October, 2024 by the United States Patent and Trademark Office.

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 US Patent 12131507 Low rank matrix compression

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Patent abstract

In an example, an apparatus comprises logic, at least partially including hardware logic, to implement a lossy compression algorithm which utilizes a data transform and quantization process to compress data in a convolutional neural network (CNN) layer. Other embodiments are also disclosed and claimed.

Infobox
Is a
Patent
Patent
0
Patent Applicant
Intel
Intel
0
Current Assignee
Intel
Intel
0
Patent Jurisdiction
United States Patent and Trademark Office
United States Patent and Trademark Office
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Patent Number
121315070
Patent Inventor Names
Amitai Armon0
Ehud Cohen0
Gal Leibovich0
Gal Novik0
Jacob Subag0
Jeremie Dreyfuss0
Lev Faivishevsky0
Tomer Bar-On0
Tomer Schwartz0
Uzi Sarel0
Yahav Shadmiy0
Yaniv Fais0
Date of Patent
October 29, 2024
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Patent Application Number
181915650
Date Filed
March 28, 2023
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Patent Primary Examiner
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Charles L Beard
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CPC Code
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H04N 19/42
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H04N 19/436
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G06N 3/08
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G06N 3/088
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G06N 3/084
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G06N 3/082
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G06N 3/04
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G06T 9/002
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G06F 17/16
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