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:
Aug. 29, 2023

Filed:

Apr. 20, 2022
Applicant:

Mediatek Inc., Hsinchu, TW;

Inventors:

Hsien-Kai Kuo, Hsinchu, TW;

Huai-Ting Li, Hsinchu, TW;

Shou-Yao Tseng, Hsinchu, TW;

Po-Yu Chen, Hsinchu, TW;

Assignee:

MediaTek Inc., Hsinchu, TW;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
H03M 7/00 (2006.01); H03M 7/30 (2006.01); G06F 9/50 (2006.01); G06N 3/04 (2023.01); G06N 3/08 (2023.01); G06N 3/063 (2023.01);
U.S. Cl.
CPC ...
H03M 7/30 (2013.01); G06F 9/5027 (2013.01); G06N 3/04 (2013.01); G06N 3/063 (2013.01); G06N 3/08 (2013.01);
Abstract

Floating-point numbers are compressed for neural network computations. A compressor receives multiple operands, each operand having a floating-point representation of a sign bit, an exponent, and a fraction. The compressor re-orders the operands into a first sequence of consecutive sign bits, a second sequence of consecutive exponents, and a third sequence of consecutive fractions. The compressor then compresses the first sequence, the second sequence, and the third sequence to remove at least duplicate exponents. As a result, the compressor can losslessly generate a compressed data sequence.


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