This repository contains Kubernetes job definitions and Python scripts for running GPU-enabled tests and experiments on the NRP Nautilus cluster.

Structure

• jobs/ — YAML job templates to submit to Kubernetes
• scripts/ — Python scripts to be run inside the job containers

How to Use

1. Clone this repo:

   git clone https://github.com/csml-beach/nrp.git
   cd nrp

2. Submit a job:

   kubectl apply -f jobs/gpu-test-git.yaml -n csml-beach

3. Monitor the job:

   kubectl get pods -n csml-beach
   kubectl logs <pod-name> -n csml-beach

4. Check results: Output is saved to the PVC mounted at /mnt/data, e.g.:

   /mnt/data/output_gpu_test.py.txt
   

Notes

• Ensure your user has proper RBAC access to your namespace
• The container runs as root to allow writing to mounted volumes
• You can change the script being executed by modifying the SCRIPT_NAME env var in the YAML