Cutting Edge TensorFlow: New Techniques (Google I/O'19)

There's lots of great new things available in TensorFlow since last year's IO. This session will take you through 4 of the hottest from Hyperparameter Tuning with Keras Tuner to Probabilistic Programming to being able to rank your data with learned ranking techniques and TF-Ranking. Finally, you will look at TF-Graphics that brings 3D functionalities to TensorFlow.

Speaker(s): Elie Burzstein , Josh Dillon, Michael Bendersky, Sofien Bouaziz

TDA482 event: Google I/O 2019; re_ty: Publish; product: TensorFlow - General; fullname: Elie Burzstein, Josh Dillon, Michael Bendersky, Sofien Bouaziz;

[williamzheng]

00:24 Keras Tuner
07:30 Probabilistic Programming
17:44 TF-Ranking
26:55 TF-Graphics

[ayencoscolfield]

This going to be a breeze, awesome goodness, nice one tensor flow team

[shikunchen]

Hi, can you please provide the complete link to the keras tuner? Thank you very much.

[gobalkrishnan.v]

did tensorflow graphic using webgl or threejs?

[Ultrajamz]

Is keras tuner available now? Where is the documentation? How to import

[helinw]

Is Keras Tuner for single machine only? The API looks really nice for single machine usage. But for distributed tuning, passing in hyperparamter as command line arguments seems more reasonable. And there is no need for such API.

[geoffreyanderson]

When is the tuna really gonna be done I don't use alpha software