
GitHub - warpfront/hipfire: RDNA-native LLM inference engine in Rust.
RDNA-native LLM inference engine in Rust. . Contribute to warpfront/hipfire development by creating an account on GitHub.
NVIDIA introduced CUDA Rust in September 2026, enabling GPU kernels to be written in Rust and compiled natively to PTX.
Two programming tracks are available: SIMT via the cuda-oxide rustc codegen backend, and Tile via the Tile IR compiler. The SIMT track requires Linux, compute capability 8.0+, CUDA 12.x, and a pinned nightly toolchain, and enforces memory safety through DisjointSlice types and validated launch contracts.