Profiling in PyTorch (Part 3): Attention is all you profile
Jul 6, 2026
Summary
This post focuses on profiling attention mechanisms within PyTorch, detailing how to analyze and optimize their performance. It builds upon previous posts on PyTorch profiling and optimization of ML model components like nn.Linear and MLPs.