[platypii]

CTO of Algorithmia here. We've spent a lot of time thinking about the issues of deploying deep learning models. There are a whole set of challenges that crop up when trying to scale these kinds of deployments (not least of which is trying to manage GPU memory).

It would be interesting to compare notes since we have deployed a number of models in production, and seem to focus on a related but different set of challenges. kenny at company dot com.