Hands-on description Have you ever wondered how to train models with millions of parameters that also require large amounts of data? In fact, the size of such models can become so large that they do not even fit in the …
The content of this last part of the course is very practical, in the sense that it was planned as a “learn-by-doing” approach using the MN supercomputer, and it requires little additional theory that can be included in the detailed …
Hands-on 5: Using Supercomputers for DL training Read more »
The 2022 ACM Europe Summer School on “HPC Computer Architectures for AI and Dedicated Applications” will take place 29 August – 2 September. It will be hosted by the Barcelona Supercomputing Center (BSC-CNS) and the Universitat Politècnica de Catalunya (UPC). …
Practical introduction to programming Deep Learning on a BSC Supercomputer Read more »
The next generation of Artificial Intelligence applications impose new and demanding computing infrastructures. How are the computer systems that support artificial intelligence? How to program it? New Practical Introduction to Programming Deep Learning on Multi-GPUs with TensorFlow during the [ONLINE] PATC …
Practical Introduction to programming Artificial Intelligence Read more »
La llibreria Hugging Face posa els Transformers a l’abast de tothom (versió anglesa d’aquesta publicació a Medium) Ja hem vist que les xarxes neuronals Transformers son actualment la tecnologia dominant en l’àmbit del processat de llenguatge natural, podent-se usar en …
Transfer Learning: La democratització dels Transformers Read more »
(versió anglesa d’aquesta publicació a medium) La major part del nostre temps ens comuniquem en llenguatge natural, és a dir, en text no estructurat, ja sigui escrit o parlat. Per aquest motiu, des de fa molts anys s’està treballant per …
Starting in 2017, Transformers have facilitated impressive progress in the field of deep learning. Many of us consider Transformers to be the most important development in recent years and with the greatest potential in the area. For this reason, I …
How to Take Advantage of the New Disruptive AI Technology Called Transformers Read more »
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