The fact that there are two completely different ways to define a PyTorch neural network can be confusing for beginners. In a multi-class neural network classification problem, you must implement a ...

The multi-class neural network classifier is implemented in a program-defined Net class. The Net class inherits from the built-in torch.nn.Module class which supplies most of the network functionality ...

Learn how Network in Network (NiN) architectures work and how to implement them using PyTorch. This tutorial covers the concept, benefits, and step-by-step coding examples to help you build better ...