The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.
The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.
Patent No.:
Date of Patent:
Oct. 17, 2023
Filed:
Mar. 09, 2023
Applicant:
Tencent America Llc, Palo Alto, CA (US);
Assignee:
Tencent America LLC, Palo Alto, CA (US);
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
H03M 7/00 (2006.01); H03M 7/30 (2006.01); G06N 3/02 (2006.01); H04N 19/423 (2014.01); H04N 19/119 (2014.01); H04N 19/176 (2014.01); H04N 19/146 (2014.01); H04N 19/124 (2014.01); H04N 19/11 (2014.01); H04N 19/13 (2014.01); H04N 19/70 (2014.01);
U.S. Cl.
CPC ...
H03M 7/3064 (2013.01); G06N 3/02 (2013.01); H03M 7/6005 (2013.01); H04N 19/119 (2014.11); H04N 19/124 (2014.11); H04N 19/146 (2014.11); H04N 19/176 (2014.11); H04N 19/423 (2014.11); H04N 19/11 (2014.11); H04N 19/13 (2014.11); H04N 19/70 (2014.11);
Abstract
Aspects of the disclosure provide methods and apparatuses for neural network model compression/decompression. In some examples, an apparatus for neural network model decompression includes receiving circuitry and processing circuitry. The processing circuitry decodes, from a bitstream corresponding to a representation of a neural network, at least a syntax element to be applied to multiple blocks in the neural network. Then, the processing circuitry reconstructs, from the bitstream, weight coefficients in the blocks based on the syntax element.