Installing PyTorch GPU for Ubuntu 20 LTS (Windows Subsystem) results in Timeout (that affects wifi not just that shell)

So I have Windows 11 and Ubuntu 20 LTS. I have tried running both the conda and pip versions of pytorch-gpu and it works well at first (and moves quickly) until always suddenly stopping due to a timeout error.