.. From HPC-intro documentation master file, created by
   sphinx-quickstart on Thu Jan 06,2023 

High Performance Computing for Deep Learning - NLDL 2023 Winter School
======================================================================

.. important::
   * Some of the material here are adopted from HPC Carpentries
     https://carpentries-incubator.github.io/hpc-intro/
   * Learners are expected to have basic UNIX knowledge as a prerequisite. 
     We have prepared the following training for those who needs this
     https://training.pages.sigma2.no/tutorials/unix-for-hpc/
   * This is a shortened version of the introduction course we 
     deliver for NRIS user, you could access the full course here:

     * **Introduction ful course:** https://training.pages.sigma2.no/tutorials/hpc-intro/
     * **GPUs full course:** https://documentation.sigma2.no/getting_started/tutorials/gpu.html
     * **Upcoming training events:** https://documentation.sigma2.no/training/events.html



.. toctree::
   :titlesonly:
   :caption: High Performance Computing for ML/AI (Sabry Razick (UiO/NRIS/NAIC)

   episodes/11-hpc-intro.md
   episodes/12-cluster.md
   episodes/13-modules.md
   episodes/14-scheduler.md
   episodes/15-gpu-jobs.md
   episodes/16-cusotmize-jobs.md
   episodes/17-interactive-jobs.md

 
Accelerated Deep Learning on the supercomputer LUMI-G (Hicham Agueny (UiB/NRIS)) 
--------------------------------------------------------------------------------

:download:`downloads/NLDL2024_dml.pdf`


.. toctree::
   :titlesonly:
   :caption: Accelerated Deep Learning with JAX (Magnar Bjørgve UiT/NRIS)

   episodes/18-lumi_jax.md
   episodes/19-gpu_usage.md

:download:`downloads/NLDLgpumonitoringandjax.pptx`