Something that turned me off of GPU lambda services is that they don't offer a way to run everything locally. I have an instance with a GPU where I do my dev. I'm running Postgres, the front end, back end (Node), and my GPU worker thread (Python) on that box. Replicate and other offerings do not let me run the full hosted environment on my machine (you can run the service container but it behaves differently as there's no included router/scheduler). It feels wrong to use a magically instantiated box for my GPU worker.<p>Really all that I want is for Render.com to have GPU instances (I saw fly.io now has GPUs which is great, but I've both heard bad things about their stability and don't care for their rethinking of server architecture). Please will someone give me PaaS web hosting with GPU instances?<p>I'm a simple man. If there's a fundamental shift in hosting philosophy I will resist that change. I have loved docker and PaaS as revolutions in development and hosting experiences because the interface is at some level still just running Linux processes like I do on my computer. You can tell me that now my code is hosted in a serverless runtime. But you need to give me that runtime so that I can spin it up on my own computer, on EKS, or whatever if need be.