CUDA

CUDA is NVIDIA's programming model for its GPUs, exposing the memory hierarchy and thread grouping of the hardware directly rather than hiding them. That directness is why it remains the default for numerical computing, and why its performance characteristics reward understanding the hardware. Writing here covers CUDA from Rust, including kernel compilation and the toolkit boundaries that a portable build has to respect.