Media Summary: We have seen tremendous advances in many different areas of machine learning. The use of Getting the most out of Machine Learning models requires careful tuning of many knobs. In this short talk, Vijay Vasudevan ... Alex Irpan discusses real-world robot learning. In the past, research has shown that with enough real world robot data, we can ...
Tensorflow Dev Summit 2018 Recap Video - Detailed Analysis & Overview
We have seen tremendous advances in many different areas of machine learning. The use of Getting the most out of Machine Learning models requires careful tuning of many knobs. In this short talk, Vijay Vasudevan ... Alex Irpan discusses real-world robot learning. In the past, research has shown that with enough real world robot data, we can ... Edd Wilder-James announces a new set of mailing lists to help communication and coordination, the expansion of the SIG ... Igor Saprykin offers a way to train models on one machine and multiple GPUs and introduces an API that is foundational for ... In 2016, Coca-Cola updated its core loyalty marketing program to a mobile-first web platform. The program requires consumers to ...
Brennan Saeta walks through how to optimize training speed of your models on modern accelerators (GPUs and TPUs). Derek Murray discusses tf.data, the recommended API for building input pipelines in This talk presents a profiler that Google internally uses to investigate TF performance on platforms including GPU, TPU, and CPU.
