logo Idiap Research Institute        
 [BibTeX] [Marc21]
Implementation d'un algorithme de reduction de taille des reseaux de neurones
Type of publication: Idiap-RR
Citation: Marelli_Idiap-RR-03-2018
Number: Idiap-RR-03-2018
Year: 2018
Month: 3
Institution: Idiap
Abstract: This document describes the implementation of a neuron pruning method with pyTorch, and analyzes the results obtained by applying this method on convolutional and residual networks. The performance of the algorithm is measured in different test cases and with varying parameters.
Keywords: artificial neural network, network size, regularizer
Projects Idiap
Authors Marelli, Fran├žois
Added by: [ADM]
Total mark: 0
Attachments
  • Marelli_Idiap-RR-03-2018.pdf (MD5: e60a55dc90fb451191cea1d7c026ff5b)
Notes