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How Docker Runs Machine Learning on NVIDIA GPUs, AWS Inferentia, and Other Hardware AI Accelerators
Sept. 9, 2022, 7:16 a.m. | Shashank Prasanna
Towards Data Science - Medium towardsdatascience.com
Learn about how Docker simplifies access to NVIDIA GPUs, AWS Inferentia and scaling ML containers on Kubernetes
illustration by authorIf you told me a few years ago that data scientists would be using Docker containers in their day to day work, I wouldn’t have believed you. As a member of the broader machine learning (ML) community I always considered Docker, Kubernetes, Swarm (remember that?) exotic infrastructure tools for IT/Ops experts. Today it’s a different story, rarely a day goes …
ai accelerators aws aws inferentia data science deep-dives docker gpus hardware kubernetes machine machine learning nvidia nvidia gpus
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