Note: CUDA 12.6 may require updated graphics drivers. It is recommended to use the latest NVIDIA drivers to ensure compatibility with all new features. Conclusion
Improved performance for multi-dimensional Fast Fourier Transforms, benefiting computational physics and signal processing applications.
If you are running cutting-edge transformer models that rely on hand-tuned assembly or FlashAttention v3, you may find that CUDA 12.4 or 12.3 yields up to 12% better performance . However, for general workloads and standard cuBLAS operations, CUDA 12.6 is superior.