GPU architecture diagram showing tiled attention computation with memory hierarchy

Build a FlashAttention-2 Kernel from Scratch in Triton

Build a production-grade FlashAttention-2 kernel from scratch in Triton, complete with tiled causal masking, FP16 accumulation, and PyTorch benchmarks to demonstrate deep GPU programming expertise.

September 20, 2026 · 14 min · 2927 words · martinuke0
Feedback