In recent years artificial intelligence became an importance tool for many scientific domains. Various problems are tackled using methods from both classical machine learning and modern deep learning. These include but are not limited to challenges from
The data types used for artificial intelligence methods are vast, encompassing images, videos, audio, graphs and point clouds. HPC systems enable the analysis of large data sets and the training of state-of-the-art models. Our software stack and hardware is optimized to increase the performance (speed) of the training while keeping the quality of the results the same.
We offer various services connected to artificial intelligence. Please contact us if you have a use case and we will discuss how to proceed individually.
Our HPC systems have a number of software tools installed. Examples are:
If your desired software libraries is not available, feel free to contact us.
We can support you on a wide range of common issues:
Additionally, you can check out our other domain specific services linked above.
The GWDG operates multiple HPC systems. Two systems are available to universities and publicly funded research institutes:
Information on how to access the HPC systems can be found here.
If you have any questions, feel free to contact us.