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HIDSI High Performance Computing Workshop

Description This FREE workshop is sponsored by the University of Hawai‘i Information Technology Service Cyberinfrastructure group and Hawai‘i Data Science Institute (HI-DSI)

This workshop focuses on Utilization of High performance Computing (HPC) clusters, such as Mana, for deep learning tasks as well as the benefits of understanding the different types of file systems available on HPC clusters and basic ways one would stage data from slower file systems to faster file systems.

Attendees will learn how to use Jupyter Lab on Mana via Open OnDemand, the benefits of using GPUs over just CPUs for deep learning applications and how staging data the correct file system can improve performance of deep learning jobs.

Prerequisites

• Have an account on Mana
• MFA/DUO enabled on your Â鶹´«Ã½Account: /its/uhlogin/
• Be able to connect to the workshop in Zoom
• Have a modern web browser
• Basic understanding of Linux commands

By the end of this workshop attendees will be able to:

• Have a basic understanding of how to access Open OnDemand and use Jupyter Lab on Mana
• Have a basic understanding of how to request GPUs and utilize them for deep learning tasks
• Have a basic understanding of the performance difference between CPU and GPU for deep learning
• Have a basic understanding of different types of file system found on HPC clusters
• Have a basic understanding of how correct file system choice affect deep learning performance

• Open OnDemand
• Jupyter Lab



Ticket Information


Event Sponsor
Hawai‘i Data Science Institute, University of Hawaii

More Information
8089563503,



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