Patent data can be used as a valuable source of chemical exposure risk [1] and together with large […]
The Natioal Library of Sweden (Kungliga Bibliotek, KB) accesses MeluXina supercomputer through the EuroHPC JU Regular Call with […]
In this workshop, we overview the basics of Docker and Singularity. (Working knowledge of Singularity as given in the workshop (https://www.uppmax.uu.se/support/courses-and-workshops/singularity-workshop-announcement) is desirable.) Distributed training using TensorFlow and Horovod frameworks on a supercomputer will be covered. Moreover, it will be shown how to use Singularity containers in conjunction with TensorFlow and Horovod to upscale an AI app.
Has the thought passed your mind to get acquainted with A.I., machine learning or deep learning? Or maybe […]
In recent years, Graph Neural Networks (GNNs) and Transformers have led to numerous breakthrough achievements in a variety of fields such as Natural Language Processing (NLP), chemistry, and physics. By doing away with the need for fixed-size inputs, these architectures significantly extend the scope of problems in which deep learning can be applied.
