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Hands-On Serverless Deep Learning with TensorFlow and AWS Lambda by Rustem Feyzkhanov

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Pros

The advantages of the model on the S3 bucket are as follows:

  • At first glance, it will be limited to only 500 MB of usage, which is the maximum size of TMP folder on AWS Lambda, but it is actually possible to download the model directly into memory by passing this limit
  • It will be a lot easier to manage multiple models as you can use AWS Lambda environmental variables to procure equipment links to S3 bucket for each of the models that you want to use

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