# CUDA Tile

CUDA Tile is a tile-based GPU programming model targeting NVIDIA Tensor Cores, with tools and language support for writing optimized tiled GPU kernels.

This is one page of public article previews, not the complete archive. Follow Next page to continue. Summaries are not the original full articles.

## Translating CUDA Tile Operations from Python to Rust Using Agentic AI

DevFeed: [Translating CUDA Tile Operations from Python to Rust Using Agentic AI](<https://devfeed.tech/articles/translating-cuda-tile-operations-from-python-to-rust-using-agentic-ai-31486.md>)

Original publisher: [Read original article](<https://developer.nvidia.com/blog/translating-cuda-tile-operations-from-python-to-rust-using-agentic-ai/>)

Author: Tanya Lenz

Published: 2026-09-16T16:28:59Z

Content type: tutorial

Language: en

Sources: [NVIDIA Developer](<https://devfeed.tech/sources/nvidia-developer.md>), [NVIDIA Technical Blog](<https://devfeed.tech/sources/nvidia-technical-blog.md>)

Topics: [CUDA Tile](<https://devfeed.tech/topics/cuda-tile.md>), [Rust](<https://devfeed.tech/topics/rust.md>), [Agent Skill](<https://devfeed.tech/topics/agent-skill.md>), [Artificial Intelligence](<https://devfeed.tech/topics/ai.md>), [AI Agent](<https://devfeed.tech/topics/ai-agent.md>), [GPU](<https://devfeed.tech/topics/gpu.md>), [benchmarking](<https://devfeed.tech/topics/benchmarking.md>), [Compiler](<https://devfeed.tech/topics/compiler.md>)

Tags: [agent-skill](<https://devfeed.tech/tags/agent-skill.md>), [agentic-ai](<https://devfeed.tech/tags/agentic-ai.md>), [agentic-ai-generative-ai](<https://devfeed.tech/tags/agentic-ai-generative-ai.md>), [ai-agent](<https://devfeed.tech/tags/ai-agent.md>), [benchmarking](<https://devfeed.tech/tags/benchmarking.md>), [cuda](<https://devfeed.tech/tags/cuda.md>), [cuda-tile](<https://devfeed.tech/tags/cuda-tile.md>), [cutile](<https://devfeed.tech/tags/cutile.md>), [developer-tools-techniques](<https://devfeed.tech/tags/developer-tools-techniques.md>), [gpu](<https://devfeed.tech/tags/gpu.md>), [mixture-of-experts-moe](<https://devfeed.tech/tags/mixture-of-experts-moe.md>), [python](<https://devfeed.tech/tags/python.md>), [rust](<https://devfeed.tech/tags/rust.md>)

### AI overview

This NVIDIA developer article explains a multi-agent workflow for translating cuTile Python and Triton-TileIR GPU kernels into cuTile Rust. The team ported 24 public TileGym operators, covering about 40 kernels, and achieved 99.5% of cuTile Python performance on average, with correctness and performance checks at each stage.

### Source excerpt

cuTile Rust (cutile-rs) is a tile-based system for safe, idiomatic GPU kernel authoring in the Rust programming language. Extending the Rust ownership model to...