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Running TensorFlow on AWS Lambda using Serverless

Running TensorFlow on AWS Lambda using Serverless

7 years ago
Anonymous $9jpehmcKty

https://medium.com/@mike.p.moritz/running-tensorflow-on-aws-lambda-using-serverless-5acf20e00033

Mike MoritzBlockedUnblockFollowFollowingMay 4For smaller workloads, serverless platforms such as AWS Lambda can be a fast and low-cost option for deploying machine learning models. As the application grows, pieces can then be moved to dedicated servers, or PaaS options such as AWS Sagemaker, if necessary.

Although it is instructive to first use Lambda by uploading code directly, it is best to select a framework so that you can leverage additional integrations, such as API Gateway with AWS. For this example we will use TensorFlow as the machine learning library, and so we will look for frameworks that can deploy Python applications.