Navigating Dependencies: GPU, CUDA, TensorFlow. Over the years I've probably setup of GPUs for use in TensorFlow over 30 times. In my career, I'm also responsible for explaining this process to more junior coworkers. I noticed that they struggled with the tangle of dependencies sometimes as well as the spread out nature of the information they need. I put together an easy to understand tutorial with everything in one place.