# CUDA Tile

Published articles for CUDA Tile.

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...

## CUDA Toolkit 13.4 Adds Windows on Arm Support and Greater Control over Shared GPUs

DevFeed: [CUDA Toolkit 13.4 Adds Windows on Arm Support and Greater Control over Shared GPUs](<https://devfeed.tech/articles/cuda-toolkit-13-4-adds-windows-on-arm-support-and-greater-control-over-shared-gpus-6789.md>)

Original publisher: [Read original article](<https://developer.nvidia.com/blog/cuda-toolkit-13-4-adds-windows-on-arm-support-and-greater-control-over-shared-gpus/>)

Author: Jonathan Bentz

Published: 2026-09-09T20:24:12Z

Content type: release

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](<https://devfeed.tech/topics/cuda.md>), [GPU](<https://devfeed.tech/topics/gpu.md>), [NVLink](<https://devfeed.tech/topics/nvlink.md>), [Orchestration](<https://devfeed.tech/topics/orchestration.md>)

Tags: [cli](<https://devfeed.tech/tags/cli.md>), [cuda](<https://devfeed.tech/tags/cuda.md>), [cuda-tile](<https://devfeed.tech/tags/cuda-tile.md>), [developer-tools-techniques](<https://devfeed.tech/tags/developer-tools-techniques.md>), [gpu](<https://devfeed.tech/tags/gpu.md>), [nsight-tools-compute](<https://devfeed.tech/tags/nsight-tools-compute.md>), [nvidia](<https://devfeed.tech/tags/nvidia.md>), [nvlink](<https://devfeed.tech/tags/nvlink.md>), [release](<https://devfeed.tech/tags/release.md>), [simulation-modeling-design](<https://devfeed.tech/tags/simulation-modeling-design.md>), [top-stories](<https://devfeed.tech/tags/top-stories.md>), [windows](<https://devfeed.tech/tags/windows.md>)

### AI overview

CUDA Toolkit 13.4 adds Windows on Arm support, preview support for the NVIDIA Rubin GPU architecture, and new GPU-sharing controls through MPS V3. It also introduces CUDA Compute Fabric Transport for data movement across NVIDIA NVLink fabric.

### Source excerpt

Every NVIDIA CUDA Toolkit release adds functionality and performance improvements that help developers get more from NVIDIA GPUs and the broader NVIDIA software...

## Introducing CUDA Rust: Two Tracks for Writing GPU Kernels

DevFeed: [Introducing CUDA Rust: Two Tracks for Writing GPU Kernels](<https://devfeed.tech/articles/introducing-cuda-rust-two-tracks-for-writing-gpu-kernels-6871.md>)

Original publisher: [Read original article](<https://developer.nvidia.com/blog/introducing-cuda-rust-two-tracks-for-writing-gpu-kernels/>)

Author: Elizabeth Goodman

Published: 2026-09-08T12:00:00Z

Content type: article

Language: en

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

Topics: [GPU](<https://devfeed.tech/topics/gpu.md>), [Code generation](<https://devfeed.tech/topics/code-generation.md>), [toolchain](<https://devfeed.tech/topics/toolchain.md>), [C++](<https://devfeed.tech/topics/c-plus-plus.md>)

Tags: [c-plus-plus](<https://devfeed.tech/tags/c-plus-plus.md>), [cuda](<https://devfeed.tech/tags/cuda.md>), [cuda-tile](<https://devfeed.tech/tags/cuda-tile.md>), [data-science](<https://devfeed.tech/tags/data-science.md>), [developer-tools-techniques](<https://devfeed.tech/tags/developer-tools-techniques.md>), [dynamo](<https://devfeed.tech/tags/dynamo.md>), [gpu](<https://devfeed.tech/tags/gpu.md>), [kernels](<https://devfeed.tech/tags/kernels.md>), [nemo-retriever](<https://devfeed.tech/tags/nemo-retriever.md>), [open-source](<https://devfeed.tech/tags/open-source.md>), [programming-languages-compilers](<https://devfeed.tech/tags/programming-languages-compilers.md>), [rust](<https://devfeed.tech/tags/rust.md>), [toolchains](<https://devfeed.tech/tags/toolchains.md>)

### AI overview

NVIDIA introduces CUDA Rust for writing GPU kernels natively in Rust and compiling them to PTX. The article explains the SIMT and Tile programming tracks, recommends Tile as the default, and describes cuda-oxide's Rust-based code-generation path.

### Source excerpt

In September 2026, NVIDIA announced it is leaning into native GPU programming in Rust. CUDA C++ and CUDA Python are mature, enterprise-grade toolchains, and...