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:
Feb. 18, 2025

Filed:

Jan. 12, 2023
Applicant:

Samsung Electronics Co., Ltd., Suwon-si, KR;

Inventors:

Jong Hoon Shin, San Jose, CA (US);

Ardavan Pedram, Santa Clara, CA (US);

Joseph Hassoun, Los Gatos, CA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
H03M 7/30 (2006.01); G06F 15/78 (2006.01); G06N 3/0495 (2023.01); G06N 3/063 (2023.01); H03M 7/42 (2006.01); H03M 7/46 (2006.01);
U.S. Cl.
CPC ...
H03M 7/6088 (2013.01); G06F 15/781 (2013.01); G06N 3/0495 (2023.01); G06N 3/063 (2013.01); H03M 7/3079 (2013.01); H03M 7/42 (2013.01); H03M 7/6082 (2013.01); H03M 7/46 (2013.01); H03M 7/6017 (2013.01);
Abstract

A runtime bit-plane data-format optimizer for a processing element includes a sparsity-detector and a compression-converter. The sparsity-detector selects a bit-plane compression-conversion format during a runtime of the processing element using a performance model that is based on a first sparsity pattern of first bit-plane data stored in a memory exterior to the processing element and a second sparsity pattern of second bit-plane data that is to be stored in a memory within the processing element. The second sparsity pattern is based on a runtime configuration of the processing element. The first bit-plane data is stored using a first bit-plane compression format and the bit-plane second data is to be stored using a second bit-plane compression format. The compression-conversion circuit converts the first bit-plane compression format of the first data to be the second bit-plane compression format of the second data.


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