Scaling Out the Deep Learning Cloud Efficiently

Originally published at: https://developer.nvidia.com/blog/scaling-out-the-deep-learning-cloud-efficiently/

The Duchess of Windsor famously said that you can never be too rich or too thin. A similar observation is true when trying to match deep learning applications and compute resources: You can never have too much horsepower. Intractable problems in fields as diverse as finance, security, medical research, resource exploration, self-driving vehicles, and defense…