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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

avatar for Rustem Feyzkhanov

Rustem Feyzkhanov

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I am a data scientist at Astro Digital and work on creating analytical models on the top of satellite imagery. I am also passionate about serverless infrastructure and AI deployment on it. I have ported several packages on AWS Lambda from Tensroflow/Keras/Sklearn for ML to PhantomJS/Selenium/WRK... Read More →

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