Installing TensorFlow with GPU support on Windows WSL in 2022

TensorFlow is phasing out GPU support for native windows. Now, to use TensorFlow on GPU you'll need to install it via WSL. Caution: The current TensorFlow version, 2.10, is the last TensorFlow release that will support GPU on native-Windows. Starting with TensorFlow 2.11, you will need to install TensorFlow in WSL2, or install tensorflow_cpu and, optionally, try the TensorFlow-DirectML-Plugin WSL can a be great way to jump into python development without having to dual boot windows with a Linux distribution (most commonly, Ubuntu), but the RAM for WSL is capped at 50% of total system RAM. This can be changed in the WSL config file, but you would still need to have enough RAM to run both WSL and regular Windows smoothly.