Keynote Tensorflow Dev Summit 2018

Summary

In 2016, Coca-Cola updated its core loyalty marketing program to a mobile-first web platform. The program requires consumers to ... Magenta explores the role of ML in the process of creating art and music. This involves developing new deep learning and ... Chris Lattner and Richard Wei unveil Swift for Clemens Mewald and Raz Mathias present TFX, which is an end-to-end ML platform built around Sarah Sirajuddin and Andrew Selle discuss Andrew Gasparovic and Jeremiah Harmsen dicuss TF Hub, a new library built to foster the publication, discovery, and ... Igor Saprykin offers a way to train models on one machine and multiple GPUs and introduces an API that is foundational for ... Getting the most out of Machine Learning models requires careful tuning of many knobs. In this short talk, Vijay Vasudevan ... We have seen tremendous advances in many different areas of machine learning. The use of Brennan Saeta walks through how to optimize training speed of your models on modern accelerators (GPUs and TPUs). Cory McLean announces the launch of Nucleus, a library of Python code for reading, writing, and filtering common genomics file ... Alex Passos discusses Eager Execution, which provides a simpler, more intuitive interface to