Scaling GPUs with EC2 UltraClusters

In this lesson, you’re going to learn about High-Performance Cloud computing with Amazon's EC2 UltraClusters.

Learning Objectives

By the end of this lesson, you will have an understanding of high-performance computing including:

• The core principles of GPU Computing

• An overview of Amazon's EC2 UltraClusters

• Amazon’s GPU powered instances, EC2 P5 and EC2 P4d

• Amazons Tranium Accelerator powered instances, EC2 Trn1

• The scaling capabilities of these instances within EC2 UltraClusters

Intended Audience

• This lesson has been created for those who are interested in High-Performance Computing, Machine Learning, and Generative AI

Prerequisites

• To get the most out of this lesson you should have an understanding of EC2 Instances and FSX for Lustre

• For more information on these services please see our existing content here:

  • Amazon EC2: Elastic Compute Cloud - Compute Fundamentals For AWS Lesson

  • Amazon FSx - Understanding and Optimizing Costs with AWS Storage Services Lesson