Exploding Gradient Problem

De wiki.datafranca.org
Aller à : navigation, rechercher

Domaine

Vocabulary
Apprentissage profond

Définition

Termes privilégiés

le problème de l'explosion du gradient

Référence: https://openclassrooms.com/courses/utilisez-des-modeles-supervises-non-lineaires/empilez-les-perceptrons

Anglais

Exploding Gradient Problem

The Exploding Gradient Problem is the opposite of the Vanishing Gradient Problem. In Deep Neural Networks gradients may explode during backpropagation, resulting number overflows. A common technique to deal with exploding gradients is to perform Gradient Clipping. • On the difficulty of training recurrent neural networks