talk · community record
Serverless Tensorflow 1.0.0 on AWS. Wait...
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
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companion_to · incomingscale.bythebay.io: Rustem Feyzkhanov Interviewtalk ↗mentionsTensorFlowproject ↗representedInstrumentalcompany ↗aboutAWS Lambdaproject ↗aboutKerasproject ↗affiliated withInstrumentalcompany ↗presented · incomingRustem Feyzkhanovperson ↗presented atScale by the Bayevent ↗recorded asscale.bythebay.io: Rustem Feyzkhanov, Serverless Tensorflow 1.0.0 on AWS. Wait what?video ↗