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Friday, November 17 • 10:40am - 11:00am
Serverless Tensorflow 1.0.0 on AWS. Wait what?

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This year tensorflow 1.0.0 was finally released. I succeeded to fit it into AWS Lambda and built recognition of images trained on imagenet. Why? Given the price tag lambda one run (recognition of one picture) will cost $0.00005. That is, for a dollar you can recognize 20,000 images. It is much cheaper than almost any alternatives, though completely scalable (1000 functions can be run in parallel), and can be easily integrated into cloud infrastructure. If you have a trained model in your pocket my talk will help you to fit it into AWS Lambda.

Update: I've ported Tensorflow 1.4 on AWS Lambda so I will include content about it and Keras.

Link to github: https://github.com/ryfeus/lambda-packs/tree/master/Tensorflow
Speakers
avatar for Rustem Feyzkhanov

Rustem Feyzkhanov

Staff Machine Learning Engineer, Instrumental
Rustem Feyzkhanov is a staff machine learning engineer at Instrumental, where he works on analytical models for the manufacturing industry, and AWS Machine Learning Hero. Rustem is passionate about serverless infrastructure (and AI deployments on it) and is the author of the course... Read More →

Feyzkhanov ScaleByTheBay pdf
Friday November 17, 2017 10:40am - 11:00am PST
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