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 | |
| Added by: | [ADM] |
| Total mark: | 0 |
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