SMALL NETWORK MODEL PRUNING METHOD AND SYSTEM - GRG BANKING EQUIPMENT CO LTD

Title:

SMALL NETWORK MODEL PRUNING METHOD AND SYSTEM

Document Type and Number:

WIPO Patent Application WO/2022/241804

Kind Code:

A1

Abstract:

A small network model pruning method and system. The method comprises: searching channels according to a preset rule to determine a channel to be pruned; determining indexes of reserved channels; and performing weight reconstruction. The small network model pruning method realizes filter-level network model compression and acceleration.

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Inventors:

LIU YINAN (CN)
WEI DONG (CN)
JIN XIAOFENG (CN)
HUANG YUHENG (CN)
XU TIANSHI (CN)

Application Number:

PCT/CN2021/095959

Publication Date:

November 24, 2022

Filing Date:

May 26, 2021

Export Citation:

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Assignee:

GRG BANKING EQUIPMENT CO LTD (CN)

International Classes:

G06N3/08; G06N3/04

Foreign References:

CN112561041A	2021-03-26
CN112561040A	2021-03-26
CN110659735A	2020-01-07
CN111126595A	2020-05-08
US20190251441A1	2019-08-15

Attorney, Agent or Firm:

ADVANCE CHINA IP LAW OFFICE (CN)

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