While this announcement was completely expected, it is an important milestone along the road to simplifying and lowering the costs of Machine Learning development and deployment for AI projects. When NVIDIA announced the NVIDIA GPU Cloud last May at GTC, I explained in this blog that the purpose was to create a registry of compatible and optimized ML software containers which could then, in theory, run on the cloud of users' choice. That vision has now become a reality, at least for Amazon.com's I expect other Cloud Service Providers to follow soon, given the momentum in the marketplace for the 120 TFLOP Volta GPU's. Why do you need NVIDIA's GPU Cloud for ML?