The news isn't all positive. The recent releases highlight some persistent pain points:
CUDA 13 Drops: Hopper Tuning, Python First-Class, and a Smarter Unified Memory Subtitle: What you need to know about NVIDIA’s biggest software leap since Ampere. cuda release news
find_package(CUDA REQUIRED) cuda_add_executable(myapp main.cu) The news isn't all positive
If you’re building HPC simulations, training LLMs, or optimizing edge inference, here’s what changed, what broke (sorry, legacy Kepler devs), and what to benchmark first. or optimizing edge inference
New way (CUDA 13+):