We've been running [https://blog.openai.com/infrastructure-for-deep-learning/]
Kubernetes [https://kubernetes.io/] for deep learning research for over two
years. While our largest-scale workloads manage bare cloud VMs directly,
Kubernetes provides a fast…

EE380: Computer Systems Colloquium
HPC Opportunities in Deep Learning
Speaker: Greg Diamos, Baidu

Just this year, deep learning has fueled significant progress in computer vision, speech recognition, and natural language processing. We have seen a computer…