Translating CUDA Tile Operations from Python to Rust Using Agentic AI

NVIDIA introduces cuTile Rust, a system for writing safe, idiomatic GPU kernels in Rust. The tool extends the language's ownership model to tile-based operations, splitting mutable outputs into disjoint pieces. It preserves host-side ownership contracts across kernel launches while allowing local opt-outs for lower-level control when necessary.

Cover image for Translating CUDA Tile Operations from Python to Rust Using Agentic AI