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.

Date of Patent:
Oct. 24, 2023

Filed:

Jan. 12, 2021
Applicant:

Cambricon Technologies Corporation Limited, Beijing, CN;

Inventors:

Tianshi Chen, Beijing, CN;

Shaoli Liu, Beijing, CN;

Qi Guo, Beijing, CN;

Yunji Chen, Bejing, CN;

Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
G06F 7/483 (2006.01); G06F 9/44 (2018.01); G06N 3/063 (2023.01); G06N 3/082 (2023.01); G06N 3/084 (2023.01);
U.S. Cl.
CPC ...
G06F 7/483 (2013.01); G06F 9/44 (2013.01); G06N 3/063 (2013.01); G06N 3/082 (2013.01); G06N 3/084 (2013.01);
Abstract

Aspects for neural network operations with floating-point number of short bit length are described herein. The aspects may include a neural network processor configured to process one or more floating-point numbers to generate one or more process results. Further, the aspects may include a floating-point number converter configured to convert the one or more process results in accordance with at least one format of shortened floating-point numbers. The floating-point number converter may include a pruning processor configured to adjust a length of a mantissa field of the process results and an exponent modifier configured to adjust a length of an exponent field of the process results in accordance with the at least one format.


Find Patent Forward Citations

Loading…