Transformer from Scratch · Optimizations and Modern Variants
FlashAttention and Attention Performance
Optimizations and Modern Variants
Introduction
You will see why classic attention is memory-expensive and how FlashAttention improves performance through tiled computation and fewer writes of the large attention matrix to GPU memory.