CPU vs GPU Hardware for Protein Design (Mini-session)

This video explains the speed and utility of GPU hardware for massively parallel processing with visuals and a Mythbusters clip. The video walks viewers through a Colab notebook, written for students to explore CPU vs GPU capabilities for themselves. Video from the Rosetta Commons ML Bootcamp (October 2024) Video Instructor: Nick Randolph (UNC Chapel Hill) Credits: Course Instructor: Nick Randolph Course Teaching Assistants: Fatima Hitawala, Amrita Nallathambi, Ben Orr RC Leadership and NSF Sponsored Grant PIs: Julia Koehler Leman & Jeffrey Gray RC Education Director: Ashley Vater Videographer: Ryan Caster Rosetta Bootcamp Trainee Participants. Funding: Rosetta Commons and National Science Foundation 00:00 - Intro 00:10 - CPU vs GPU 02:34 - High level differences 04:58 - Visualizing CPUs and GPUs 06:39 - Hands-On Activity 14:33 - Key Takeaways