NVIDIA每次发布CUDA Toolkit都会带来功能更新和性能提升，帮助开发者更充分地利用NVIDIA GPU及更广泛的NVIDIA软件平台。 CUDA Toolkit 13.4新增了对Arm版Windows的支持。此前，CUDA应用长期通过Linux系统支持Arm平台；本次更新将这一能力扩展到了Arm版Windows平台。 此次发布还引入了对NVIDIA Rubin GPU架构的早期开发者支 ...

Nvidia has released a new mathematical Python library specialized for Cuda-X. It offers direct, Python-like access to the mathematical core operations of Cuda-X without having to use additional C/C++ ...

CUDA 13.4 introduces Windows on Arm support, Rubin GPU preview, advanced GPU management, and expanded Pythonic APIs, bolstering NVIDIA's AI and ...

NVIDIA продолжает развивать свою экосистему CUDA, выпустив версию 13.4. Главное новшество - нативная поддержка Windows на Arm64. Ранее разработка CUDA для Arm была доступна только на Linux, теперь же ...

2025年7月，英伟达正式推出了CUDA Toolkit 13.4开发者预览版，标志着该公司首次为Windows on Arm64平台提供原生支持的开发包。这一更新不仅是对英伟达在Arm架构上持续努力的延续，也是对即将上市的RTXSpark平台的前期支持。尽管过去几年英伟达已为Jetson等设备提供了Arm64支持，但Windows on Arm64的原生CUDA工具包却是一个全新的里程碑。 CU ...

NVIDIA is fully deploying "CUDA Rust," which allows GPU kernels themselves to be written in Rust. On September 16, they also released a case study where GPU kernels written in Python/Triton were ...

An end-to-end data science ecosystem, open source RAPIDS gives you Python dataframes, graphs, and machine learning on Nvidia GPU hardware Building machine learning models is a repetitive process.