Getting started in Deep Learning with Pytorch on AMD GPU and Direct ML in Windows 11

A simple guide on how to run the Deep Learning framework Pytorch on AMD GPUs with Direct ML in windows 11.

Useful links:
https://learn.microsoft.com/en-us/windows/ai/directml/gpu-pytorch-windows
https://github.com/microsoft/DirectML/tree/master/PyTorch/1.13/classification