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cuda-oxide

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19:23
2026-08-11
arxiv.org
machine-learning

What Irregularity Costs: CUDA C++, Rust, and Triton

A new study comparing CUDA C++, Rust via NVIDIA's cuda-oxide, and Triton on a hash-blocked TSDF fusion kernel found that Triton is more than an order of magnitude slower than hand-written CUDA C++ on โ€ฆ

03:28
2026-08-02
gist.github.com
developer-tools

cuda-oxide: eliding bounds checks with proof carrying views

The cuda-oxide project introduces proof-carrying views that eliminate bounds-check overhead in CUDA kernels written in Rust, boosting GEMM performance from 2,942 to 7,159 GFLOPS (2.43x) with only ~0.1โ€ฆ

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