Published in Analytics Vidhya·PinnedDeploying Pytorch models for free with Docker, AWS ECR and AWS LambdaI’ve always dreamed of building applications running deep learning models in production. But deep learning frameworks and models are usually quite big and therefore exceed every free hosting solution (Heroku, AWS EC2, etc). And as a student, I can’t spend money on servers ($250/month for Heroku 😱!) I finally found…Mlops5 min readMlops5 min read
May 30, 2021Serving and deploying Pytorch models for free with FastAPI and AWS Lambda — Part 1 [FAILED]Disclaimer: this tutorial ended up failing because of the size of the Pytorch library, but there are still a lot of great things to learn about (Github workflows, FastAPI, AWS S3 and Lambda). …Deep Learning5 min readDeep Learning5 min read
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