Noticeable improvements in application startup via lazy loading. Stronger modern C++ standard support. Large installation size continues to be a hurdle.
One of the most important considerations for developers using CUDA 12.6 is its integration with popular machine learning frameworks. While it offers advanced features, framework support can lag behind the latest toolkit release: cuda toolkit 126
CUDA 12.6 is characterized by iterative performance tuning, expanded developer ergonomics, and ecosystem alignment for AI and HPC workloads. The major themes are: expanded developer ergonomics
CUDA toolkit installer "refuses" to install msvs integration cuda toolkit 126