BBuf/how-to-optim-algorithm-in-cuda

A curated resource list for learning AI performance engineering, from GPU fundamentals to production inference.

A tutorial on modern GPU programming for machine learning systems

Code, labs, and resources for O'Reilly AI Systems Performance Engineering: GPU optimization, distributed training, inference scaling, and full-stack tuning.

An Open-source book with Modern CUDA learning Notes for Beginners - BF16/FP8/FP4, HGEMM, CuTe, Flash-Attention, etc.

CUDA Agent: Large-Scale Agentic RL for High-Performance CUDA Kernel Generation

Material for gpu-mode lectures

Solve puzzles. Learn CUDA.