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Python — From Basics to Advanced · PyTorch — Tensors, Autograd, and a Simple MLP

Autograd — Automatic Differentiation

PyTorch — Tensors, Autograd, and a Simple MLP

Introduction

autograd builds a computation graph during the forward pass. Calling .backward() computes gradients using the chain rule. This is the core of training neural networks in PyTorch.