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Achraf AIT SIDI HAMMOU
Achraf AIT SIDI HAMMOU

5 Followers

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Published in Analytics Vidhya

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Deploying Pytorch models for free with Docker, AWS ECR and AWS Lambda

I’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…

Mlops

5 min read

Deploying Pytorch models for free with Docker, AWS ECR and AWS Lambda
Deploying Pytorch models for free with Docker, AWS ECR and AWS Lambda
Mlops

5 min read


May 30, 2021

Serving 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 Learning

5 min read

Serving and deploying Pytorch models for free with FastAPI and AWS Lambda — Part 1 [FAILED]
Serving and deploying Pytorch models for free with FastAPI and AWS Lambda — Part 1 [FAILED]
Deep Learning

5 min read

Achraf AIT SIDI HAMMOU

Achraf AIT SIDI HAMMOU

5 Followers

French ML undergrad — writing about GraphQL security @ Escape.tech — freelance developer

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