If you are planning on setting up a dockerized tensorflow-gpu environment on your Windows machine. Please don’t. Your gonna have a really bad time. They are still working on proper support though, hope is still there. Instead, as of now, set it up directly on Windows! Installation in case of NVIDIA graphics card Install CUDA
Last summer I’ve purchased this beat up, old swiss-made Ebike in Walenstadt near Walensee lake for «an apple and an egg»: First I’ve stripped it down completely and threw away broken parts. And there were a ton of broken parts as I found on closer inspection! Front wheel, rear derailleur, shifter, Carrier, Battery mount, etc…
read all about it here.. https://dev.to/wegmatho/graceful-shutdown-of-stateful-legacy-web-service-2b62