Running AI Inference Using EC2 GPUs: An Intro and Comparison to CPUs
hackerone.com | blog | #ai-security | #cloud | #aws | #gpu | #ec2 | #machine-learning | #pytorch | #ai-inference | #sagemaker
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.
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--- 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