System requirements for CNN simulation
1 vue (au cours des 30 derniers jours)
Afficher commentaires plus anciens
Biserka Petrovska
le 5 Sep 2017
Commenté : Walter Roberson
le 6 Sep 2017
What are the minimal (optimal) system requirements (GPU, CPU, RAM etc) for CNN (Alexnet, vgg-16) transfer learning simulations in MATLAB 2017a? I have run some examples only on CPU (i5, 2.2GHz) and it takes too much time.
0 commentaires
Réponse acceptée
Walter Roberson
le 5 Sep 2017
The minimal system requirements would be something less powerful than what you have now.
The optimal system requirements would be an Intel XE server class system overclocked and cooled with liquid nitrogen, with the server class version of the Nvidia Pascal 1080 family.
2 commentaires
Joss Knight
le 6 Sep 2017
Don't forget the NVIDIA DGX-1 super-computer, a pip at $130,000 or so. You could probably cluster a few hundred of those with Infiniband connects.
Walter Roberson
le 6 Sep 2017
Ah, I didn't think those had x64 architecture CPUs so I didn't think MATLAB could run on them, but checking the specs I see they are indeed Intel Xeon based.
Plus de réponses (0)
Voir également
Catégories
En savoir plus sur Image Data Workflows dans Help Center et File Exchange
Community Treasure Hunt
Find the treasures in MATLAB Central and discover how the community can help you!
Start Hunting!