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pub:hpc:nautilus:20251112-workshop [2025/10/20 15:15] – created redmonppub:hpc:nautilus:20251112-workshop [2025/10/21 20:37] (current) – [During the Workshop] redmonp
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 ====== GP-ENGINE - Migrating AI/ML workflows to Nautilus Logistics ====== ====== GP-ENGINE - Migrating AI/ML workflows to Nautilus Logistics ======
 +
 +===== Overview =====
 +
 +This workshop will give researchers a hands-on introduction to leveraging the large distributed computing resources available through the [[https://nrp.ai|National Research Platform (NRP)]]. Researchers will learn how to migrate an AI/ML workflow from their local computer or Hellbender to the NRP. By accessing Nautilus, you can gain access to a vast array of cutting-edge GPUs, ideal for facilitating AI research and accelerating your research.
 +
 +**When:** November 12th, 2025, 9:00 am to 4:00 pm
 +
 +**Learning Objectives:**
 +
 +  * Kubernetes Architecture and Concepts
 +  * Hands-on with Nautilus HyperCluster
 +  * Deploying Pods and Jobs in Kubernetes using Nautilus
 +  * Deploying Scikit Learn ML Jobs to Kubernetes
 +  * Deploying GPU Jobs to Kubernetes for Training Computer Vision Models
 +  * Scaling Computer Vision Models on Kubernetes with Job Automation
 +
 +===== Setup =====
 +
 +==== Sticky Notes and Reactions ====
 +
 +Throughout the workshop, we will use sticky notes to indicate status. These help instructors and helpers in the workshop assist with various issues and provide formative feedback during the workshops.
 +
 +<WRAP round tip 60%>
 +Please make sure the sticky note is visibly on both the front and back of your laptop
 +</WRAP>
 +
 +
 +  * **Yellow Sticky Note:** All good to go
 +  * **Red Sticky Note:** I need help or I am not ready to continue
 +
 +==== Sign in and complete form ====
 +
 +Sign into NRP: [[https://portal.nrp.ai/|https://portal.nrp.ai/]]
 +
 +When you are signed in, you should see your email at the top right of your screen.  
 +Similar to:  
 +
 +{{:pub:hpc:nautilus:nrp-get-config.png?400|}}
 +
 +Please enter your email in this form so we can give you access to the resources for the tutorial today:  
 +
 +[[https://forms.office.com/r/G8Gk0qM0Td|https://forms.office.com/r/G8Gk0qM0Td]]
 +
 +==== Workshop Recommendations ====
 +
 +To make the most of this workshop, we strongly encourage active participation throughout the entire session, including participating in the hands-on exercises and asking questions throughout the workshop.
 +
 +If you are stuck or not sure on something at any point of the workshop, please let us know and we would be happy to help.
 +
 +Participation can be accomplished by using the sticky notes or raising hands.
 +
 +===== Links and Steps =====
 +
 +==== During the Workshop ====
 +
 +=== Open these at the start: ===
 +
 +  * [[https://nrp.ai|National Research Platform (NRP) Homepage]]
 +  * [[https://nrp.ai/documentation|NRP Documentation]]
 +  * [[https://github.com/MUAMLL/gp-engine-tutorials|GitHub Repository for Today]]
 +
 +=== When we move to the hands-on activities ===
 +
 +  - Sign into the GP-ENGINE JupyterHub Portal: https://gp-engine.nrp-nautilus.io/
 +  - Select ''Stack Datascience + K8s'' and click ''Start''. This process will take a few minutes. 
 +  - Put up your green checkmark  when you see it is complete. 
 +
 +<WRAP round tip 60%>
 +Want to learn how to setup your own instance for a class or lab?
 +Check out the "Deploying JupyterHub" documentation: [[https://nrp.ai/documentation/userdocs/jupyter/jupyterhub|NRP Jupyter Hub Docs]]
 +</WRAP>
 +
 +Cloning the repository:
 +
 +<code>
 +git clone https://github.com/MUAMLL/gp-engine-tutorials.git
 +</code>
 +
 +==== More Information ====
 +
 +  * [[https://nrp.ai/documentation/userdocs/start/getting-started|Getting Started on NRP]]
 +  * [[https://nrp.ai/documentation/userdocs/running/sci-img|Scientific Images on NRP]]
 +  * [[https://gitlab.nrp-nautilus.io/|NRP GitLab]]
 +  * [[https://nrp.ai/documentation/userdocs/development/k8s-integration/|NRP GitLab K8s Integration]]
 +  * [[https://nrp.ai/documentation/userdocs/running/globus-connect/#_top|Globus on NRP]]
 +  * [[https://nrp.ai/documentation/userdocs/jupyter/jupyterhub|NRP Jupyter Hub Docs]]
 +  * [[https://github.com/MUAMLL/gp-engine-tutorials|GitHub Repository for Today]]
 +  * [[https://gp-engine.org|GP-ENGINE]]
  

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