PyTorch for Beginners - Basic Concepts

Generally speaking PyTorch as a tool has two big goals. The first one is to be NumPy for GPUs. This doesn't mean that NumPy is a bad tool, it just means that it doesn't utilize the power of GPUs. The second goal of PyTorch is to be a deep learning framework that provides speed and flexibility. That is why it is so popular in the research community because it provides a platform in which users can quickly perform experiments.