Subhrajit Mohanty

Production deployement of Deep Learning models is very difficult. So we are going to see how we can create a very light weight asynchronous service using FastAPI and pytorch models (resnet and alexnet). The aim of this blog is to resolve the common problem in production where retrained model is configured in running service without shutting down.