Coding agents
Translating CUDA Tile Operations from Python to Rust Using Agentic AI
Our short summary of NVIDIA’s engineering write-up. The full story, with all the detail, is on their blog.
Read the full write-up on developer.nvidia.com (opens in a new tab)Problem
Developers needed Rust versions of many existing CUDA Tile kernels without rewriting them manually.
Solution
Created an AI‑driven multi‑agent pipeline that reads Python or Triton kernels, translates them to Rust, validates each step, and benchmarks performance.
99.5% of Python performance achieved
Want the architecture, code and numbers? They’re in the original post.
Read the full write-up on developer.nvidia.com (opens in a new tab)
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