NVIDIA Announces CUDA Rust with Cuda-Oxide (SIMT) and Cutile-Rs (Tile) for Compile-Time-Safe GPU Kernels
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4 Articles
So far, GPU kernels could be started from Rust, but you couldn't write with it. Nvidia now closes this gap with CUDA Rust.
NVIDIA presented CUDA Rust, an initiative that brings Rust programming language to the development of GPU kernels through cuda-oxide and cutile-rs. The tools seek to take advantage of Rust's proprietary system to detect certain aliasing errors and memory conflicts during compilation, although both continue in experimental phase and do not have confirmation for production environments. *** cuda-oxide translates SIMT kernels from the Rust ecosyste…
NVIDIA Announces CUDA Rust with cuda-oxide (SIMT) and cutile-rs (Tile) for Compile-Time-Safe GPU Kernels
NVIDIA has announced CUDA Rust, a push to make Rust a first-class language for GPU kernels. Two open-source NVlabs projects cover the two CUDA programming models: cuda-oxide compiles SIMT kernels from Rust MIR through Pliron and LLVM to PTX, while cutile-rs JIT-compiles Tile kernels through CUDA Tile IR on stable Rust 1.89+.
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