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. The biggest quality-of-life shift: cuda.compile and cuda.execute are now built into the core driver API.
find_package(CUDA REQUIRED) cuda_add_executable(myapp main.cu) New way (CUDA 13+):
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.


Empowering local high school students to learn the art of documentary filmmaking.
Learn moreWe bring time-bending realities, tender fandoms and cinematic adventures to San Diego.
And if we’re really showing off — the largest showcase of Asian and Asian American cinema in North America — the San Diego Asian Film Festival.
