How to Speed Up PyTorch Models: A Practical Guide to torch.profiler

Hugging Face published the first part of a guide to torch.profiler — a built-in PyTorch tool for performance analysis. It tracks every operation on GPU and CPU, identifies bottlenecks in computations, and helps optimize model training time. The guide is useful for ML engineers and researchers who want to understand where computational power is spent and accelerate their projects.