Eager Execution Tensorflow Dev Summit 2018

Summary

Meet Alex Passos, Software Engineer on the Derek Murray discusses tf.data, the recommended API for building input pipelines in Igor Saprykin offers a way to train models on one machine and multiple GPUs and introduces an API that is foundational for ... Clemens Mewald and Raz Mathias present TFX, which is an end-to-end ML platform built around Brennan Saeta walks through how to optimize training speed of your models on modern accelerators (GPUs and TPUs). Andrew Gasparovic and Jeremiah Harmsen dicuss TF Hub, a new library built to foster the publication, discovery, and ... We have seen tremendous advances in many different areas of machine learning. The use of Cory McLean announces the launch of Nucleus, a library of Python code for reading, writing, and filtering common genomics file ... Magenta explores the role of ML in the process of creating art and music. This involves developing new deep learning and ...