EP 4115337 A1 20230111 - METHOD AND APPARATUS FOR COMPRESSING A NEURAL NETWORK
Title (en)
METHOD AND APPARATUS FOR COMPRESSING A NEURAL NETWORK
Title (de)
VERFAHREN UND VORRICHTUNG ZUM KOMPRIMIEREN EINES NEURONALEN NETZES
Title (fr)
PROCÉDÉ ET APPAREIL DE COMPRESSION D'UN RÉSEAU NEURONAL
Publication
Application
Priority
- DE 102020202795 A 20200304
- EP 2021054084 W 20210218
Abstract (en)
[origin: WO2021175615A1] The invention relates to a method for compressing a neural network (10), wherein a trained neural network (10) is obtained, wherein at least one piece of structure information from the trained neural network (10) is extracted or obtained, wherein the trained neural network (10) is divided into subsets (I, II, III, IV, V) on the basis of the at least one piece of structure information for the purpose of compression, wherein one compression method is selected and used for each subset (I, II, III, IV, V) on the basis of at least one property of the respective subset (I, II, III, IV, V), and wherein the compressed neural network (11) is provided. The invention also relates to an apparatus (1) for compressing a neural network (10), to a computer program and to a data carrier signal.
IPC 8 full level
G06N 3/04 (2006.01)
CPC (source: EP)
G06N 3/045 (2023.01); G06N 3/082 (2013.01); G01S 13/931 (2013.01); G01S 17/931 (2020.01)
Citation (search report)
See references of WO 2021175615A1
Designated contracting state (EPC)
AL AT BE BG CH CY CZ DE DK EE ES FI FR GB GR HR HU IE IS IT LI LT LU LV MC MK MT NL NO PL PT RO RS SE SI SK SM TR
Designated extension state (EPC)
BA ME
Designated validation state (EPC)
KH MA MD TN
DOCDB simple family (publication)
DE 102020202795 A1 20210909; EP 4115337 A1 20230111; WO 2021175615 A1 20210910
DOCDB simple family (application)
DE 102020202795 A 20200304; EP 2021054084 W 20210218; EP 21707207 A 20210218