Keras dependencies needed for prediction only in AWS Lambda

Question

I'm trying to package my trained Keras classifier models (Theano backend) and their HDF5 weights as AWS Lambda functions that process classification requests coming from an API. Lambda has a 50MB limit for the zip file that contains the function code and dependencies, so I'm wondering whether any of the dependencies needed for training are not needed for prediction, so that I can leave them out of the Lambda zip file. Right now I'm just squeaking by at ~45MB with all dependencies (numpy, scipy, etc.), but I'd like to drop any dead weight if possible.

ilan · Accepted Answer · 2017-03-20 13:07:59Z

1

You can strip your binaries to save space

find . | xargs strip

answered Mar 20, 2017 at 13:07

ilan

5963 silver badges6 bronze badges

Sign up to request clarification or add additional context in comments.

Collectives™ on Stack Overflow

Keras dependencies needed for prediction only in AWS Lambda

1 Answer 1

Comments

Hot Network Questions

Collectives™ on Stack Overflow

1 Answer 1

Comments

Related