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@MISC{Strube:1038648,
      author       = {Strube, Alexandre and Zhukov, Ilya and Zjupa, Jolanta},
      title        = {{D}eep {L}earning on {S}upercomputers},
      reportid     = {FZJ-2025-01619},
      year         = {2024},
      abstract     = {This course offers the opportunity to attend lectures
                      selectively, based on individual needs and knowledge levels.
                      Participants are not required to attend all sessions as some
                      may cover advanced or basic material. While flexibility is
                      offered, it is important to assess personal needs and choose
                      sessions accordingly, as attending lectures out of order may
                      result in knowledge gaps.Research Centre Jülich provides
                      cutting-edge high-performance computing resources to
                      scientific groups and industry partners across Germany and
                      Europe via the John von Neumann Institute for Computing. To
                      help new users of JSC's supercomputers efficiently leverage
                      their allocated resources, we offer an introductory course
                      that covers system basics and best practices. The course
                      includes theoretical lectures held every afternoon from
                      Monday to Thursday, and practical tutorials offered in the
                      mornings from Tuesday to Thursday. The tutorials are based
                      on the previous afternoon's lectures and allow articipants
                      to put theory into practice. We cover a wide range of
                      topics, starting from basic log-in procedures to
                      intermediate-level techniques. Participants are free to
                      choose the lectures that best match their needs and
                      interests.Topics covered include:User account management
                      with the JuDoor portalSystem access via SSH, Jupyter, and
                      UNICORESystem configuration for JURECA and JUWELSFile
                      systems, I/O, and data managementSoftware modules
                      (compilers, MPI, math libraries, applications, debuggers,
                      tools)Building software from sourceSubmitting jobs via the
                      resource managerUsing GPUsPerformance tuningDeep
                      LearningVisualization},
      month         = {Nov},
      date          = {2024-11-11},
      organization  = {JSC - as part of the Training
                       Programme of Forschungszentrum Jülich,
                       Jülich (Germany), 11 Nov 2024 - 14 Nov
                       2024},
      subtyp        = {Other},
      cin          = {JSC},
      cid          = {I:(DE-Juel1)JSC-20090406},
      pnm          = {5112 - Cross-Domain Algorithms, Tools, Methods Labs (ATMLs)
                      and Research Groups (POF4-511) / Helmholtz AI Consultant
                      Team FB Information (E54.303.11) / ATMLAO - ATML Application
                      Optimization and User Service Tools (ATMLAO)},
      pid          = {G:(DE-HGF)POF4-5112 / G:(DE-Juel-1)E54.303.11 /
                      G:(DE-Juel-1)ATMLAO},
      typ          = {PUB:(DE-HGF)17},
      url          = {https://juser.fz-juelich.de/record/1038648},
}