Profiling in PyTorch (Part 3): Attention is all you profile

This article is the third in a PyTorch profiling series, focusing on profiling the attention mechanism fundamental to Transformer models. It explores naive attention implementation and various optimization techniques, demonstrating how each appears in profiler outputs using an NVIDIA A100 GPU.