Ref: https://lumi-supercomputer.github.io/LUMI-EasyBuild-docs/p/PyTorch/
Please go to the Singularity containers with modules for binding and extras section.

1. Because LUMI places size and file count limits on your HOME directory (see lumi-workspaces), it is recommended to install everything under /scratch/project_xxxx.
   1.1.

   cd /scratch/project_xxxx
   mkdir your_name
   cd your_name
   mkdir support
   
   1.2. Put your containers in the folder you just created and add the following to ~/.bashrc:

   export EBU_USER_PREFIX=/scratch/project_xxxx/your_name/support/EasyBuild
   
2. Within the Singularity containers with modules for binding and extras section, pick a suitable container, for example:

   module load LUMI partition/container EasyBuild-user
   eb PyTorch-2.5.1-rocm-6.2.3-python-3.12-singularity-20241125.eb
   
3. To activate your environment, run:

   module load LUMI PyTorch/2.5.1-rocm-6.2.3-python-3.12-singularity-20241125
   
4. To install additional pip packages, open the Singularity shell and run pip commands:

   singularity shell $SIFPYTORCH
   pip install XXXX
   
5. To submit your job to LUMI

   bash run.sh