Thank you!
We don't have any cold start delay! In our custom environment, you can do exactly what you are describing (running both CPU and GPU code). We provide you with access to the GPU and the CUDA libraries installed. It's basically lambda (minus the cold start) with GPU access.
We can scale a lot very quickly depending on how much you need.