Media Summary: Brennan Saeta walks through how to optimize training speed of your models on modern accelerators (GPUs and TPUs). Magenta explores the role of ML in the process of creating art and music. This involves developing new deep learning and ... Sarah Sirajuddin and Andrew Selle discuss

Reconstructing Fusion Plasmas Tensorflow Dev Summit 2018 - Detailed Analysis & Overview

Brennan Saeta walks through how to optimize training speed of your models on modern accelerators (GPUs and TPUs). Magenta explores the role of ML in the process of creating art and music. This involves developing new deep learning and ... Sarah Sirajuddin and Andrew Selle discuss Igor Saprykin offers a way to train models on one machine and multiple GPUs and introduces an API that is foundational for ... Chris Lattner and Richard Wei unveil Swift for Andrew Gasparovic and Jeremiah Harmsen dicuss TF Hub, a new library built to foster the publication, discovery, and ...

Getting the most out of Machine Learning models requires careful tuning of many knobs. In this short talk, Vijay Vasudevan ... Alex Passos discusses Eager Execution, which provides a simpler, more intuitive interface to Clemens Mewald and Raz Mathias present TFX, which is an end-to-end ML platform built around Cory McLean announces the launch of Nucleus, a library of Python code for reading, writing, and filtering common genomics file ... We have seen tremendous advances in many different areas of machine learning. The use of Derek Murray discusses tf.data, the recommended API for building input pipelines in

Edd Wilder-James announces a new set of mailing lists to help communication and coordination, the expansion of the SIG ...

Photo Gallery

Reconstructing Fusion Plasmas (TensorFlow Dev Summit 2018)
Training Performance: A user’s guide to converge faster (TensorFlow Dev Summit 2018)
Project Magenta (TensorFlow Dev Summit 2018)
TensorFlow Lite (TensorFlow Dev Summit 2018)
Distributed TensorFlow (TensorFlow Dev Summit 2018)
Swift for TensorFlow - TFiwS (TensorFlow Dev Summit 2018)
TensorFlow Hub (TensorFlow Dev Summit 2018)
Searching Over Ideas (TensorFlow Dev Summit 2018)
Eager Execution (TensorFlow Dev Summit 2018)
TensorFlow Extended (TFX) (TensorFlow Dev Summit 2018)
Nucleus: TensorFlow toolkit for Genomics (TensorFlow Dev Summit 2018)
TensorFlow Dev Summit 2018 Highlights
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