Yes, I can use CUDA with tensorflow, but I hate it and I wanted to use pytorch instead. All the required dependencies have been installed, and in fact I can run pytorch quite well. The problem is that my graphics card is not supported in the published binaries and I need to build from source to get support for my old GPU, but the only instructions on how to build from source are for linux and OSX and they fail in windows because of syntax.