When starting your JupyterHub session, make sure to select the correct job profile:

    Alex - 1x A40, 6 hours (Container)

The material for this part of the course is collected in this git repository

    https://github.com/SebastianKuckuk/pphps-gpu

Start by cloning it in your JupyterHub instance.

  • File > New > Terminal
  • git clone https://github.com/SebastianKuckuk/pphps-gpu
  • Navigate to pphps-gpu in the left-side file view
  • Open target-offload.ipynb
  • Optional: check nvidia-smi on the command line to verify that you run on a compute node with an available GPU
Last modified: Thursday, 26 February 2026, 8:24 AM