Name: Running Machine Learning Pipelines on RCC HPC Systems
Start: 2023-02-23T14:00:00-06:00
End: 2023-02-23T16:00:00-06:00
Location: John Crerar Library - Kathleen A. Zar Room

Running Machine Learning Pipelines on RCC HPC Systems

Research Computing Center

Running Machine Learning Pipelines on RCC High Performance Computing (HPC) Systems

John Crerar Library - Kathleen A. Zar Room

Abstract
Machine learning (ML) tools are incredibly powerful but computationally expensive. In this workshop you will learn how to run state-of-the-art ML frameworks (i.e., TensorFlow, PyTorch) and tools (MONAI, DeepLabCut, etc.) on the RCC’s Midway supercomputers. Specific focus will be given to leveraging Midway’s GPU nodes for optimal training and inference speed. The workshop will be interactive and participants will be given example datasets to practice with.
Objectives:
Participants will: 
● 	Understand core principles of AI/ML pipelines on supercomputers
● 	Learn about domain specific ML tools available on Midway2 and Midway3
● 	Be able to run TensorFlow and PyTorch on Midway2 and Midway3
● 	Be able to submit batch ML jobs to Midway GPU nodes for faster training
Level: Introductory
Duration: 2 hours
Prerequisites: This hands-on workshop assumes participants will have an RCC user account (Midway2 or Midway3 accounts). For more information about how o request an account,: https://rcc.uchicago.edu/accounts-allocations/general-user-account-request. An RCC user account is not required, but recommended.
Git repository:
https://github.com/rcc-uchicago/ml-pipelines-workshop

Our {communityGuidelinesLink} describe the sort of content we prohibit on Eventbrite. If you suspect an event may be in violation, you can report it to us so we can investigate.

To report other categories of prohibited or illegal content, submit {link}

Running Machine Learning Pipelines on RCC HPC Systems

More events from Research Computing Center

Follow organizers to get events picked for you

Running Machine Learning Pipelines on RCC HPC Systems

More events from Research Computing Center

Follow organizers to get events picked for you

You might also like...

Browse more events with different dates, prices, and formats to find your next great experience.