---
id: 1911
title: "Running AI Inference Using EC2 GPUs: An Intro and Comparison to CPUs"
source_domain: hackerone.com
source_url: "https://www.hackerone.com/blog/running-ai-inference-using-ec2-gpus-intro-and-comparison-cpus"
published_at: "2024-02-13T03:28:51Z"
tags: ["ai-security", "cloud", "aws", "gpu", "ec2", "machine-learning", "pytorch", "ai-inference", "sagemaker"]
phying_url: "https://phying.com/item/1911"
lang: en
---

# Running AI Inference Using EC2 GPUs: An Intro and Comparison to CPUs

## Summary

A walkthrough of running AI inference on Amazon EC2 GPU instances like p3 and g4dn with PyTorch, explaining when GPUs beat CPUs for transformer workloads and comparing EC2 to managed SageMaker.

## Intelligence Metadata

- **Sources:** hackerone.com
- **Published:** 2024-02-13T03:28:51Z
- **Original:** https://www.hackerone.com/blog/running-ai-inference-using-ec2-gpus-intro-and-comparison-cpus
- **Phying News:** https://phying.com/item/1911