Project

MetaDL

AI Lab for Metaprogramming in Deep Learning

  • Duration:

MetaDL is a project funded by the BMBF //www.bmbf.de/foerderungen/bekanntmachung-2428.html in the field of "Artificial Intelligence". As part of the MetaDL project, we want to generate code for AI applications on a variety of accelerator-based systems based on the AnyDSL framework. Particularly interesting are systems with special instructions for deep learning such as the tensor cores on NVIDIA graphics processors (GPUs) or dedicated AI hardware such as Google's Tensor Processing Units (TPUs). The usefulness of the concepts developed is demonstrated by applications in bioinformatics (analysis of DNA sequences) and image synthesis (noise suppression).

Partners

  • Universität des Saarlandes (UdS: Konsortialleitung)
  • Deutsches Forschungszentrum für Künstliche Intelligenz (DFKI)
  • Johannes Gutenberg Universität Mainz (JGU)

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Contact Person
Dr.-Ing. Richard Membarth

German Research Center for Artificial Intelligence
Deutsches Forschungszentrum für Künstliche Intelligenz