Cost-efficient and scalable ML-experiments in AWS with spot-instances, Kubernetes and Horovod
At Rosebud AI we invent new tools for authoring and editing visual content. We combine established computer graphics techniques with cutting-edge AI-research. Working with novel AI-techniques requires us to rapidly deploy and experiment. In this post, I will outline how we run our experiments at scale while balancing convenience, cost…