在 GPU 计算领域，CUDA 曾是无可替代的 "武林秘籍"—— 掌握它，就意味着手握 GPU 加速计算的钥匙。但 2025 年末，英伟达用 CUDA Toolkit 13.1 掀起了一场颠覆性变革，Tile 编程模型横空出世，让 GPU 编程从专业开发者的 "专属特权"，变成了普通开发者触手可及的工具，堪称自 2006 年 CUDA 诞生以来最彻底的范式升级。

中经记者 李玉洋 上海报道近日，英伟达CUDA迎来重大更新，正式推出NVIDIA CUDA 13.1，该公司AI开发者账号在社媒平台自我评价称：“这是20年来最大的一次更新。”《中国经营报》记者了解到，全新的编程模型CUDA Tile是CUDA 13.1最核心的更新，它让开发者可以用Python写GPU内核，15行代码就能达到200行CUDA ...

IT之家 9 月 17 日消息，Ubuntu 开发商 Canonical 于 9 月 15 日宣布，将在 Ubuntu 中支持英伟达 CUDA 工具包，并在 Ubuntu 的软件仓库中分发 CUDA。 IT之家注：CUDA 是一个并行计算平台和编程模型，它允许开发者使用英伟达 GPU 进行通用处理。 得益于 Canonical 与英伟达的长期 ...

这个自 2006 年 CUDA 平台诞生以来规模最大、最全面的更新包括： NVIDIA CUDA Tile 的发布，这是英伟达基于 tile 的编程模型，可用于抽象化专用硬件，包括张量核心。 Runtime API exposure of green contexts（是指把所谓的 Green Context「指轻量级的、可并发调度的上下文或执行 ...

The CUDA toolkit is now packaged with Rocky Linux, SUSE Linux, and Ubuntu. This will make life easier for AI developers on these Linux distros. It will also speed up AI development and deployments on ...

NVIDIA has announced that they’re wrapping up support for their older GPU architectures – Maxwell, Pascal, and Volta. This means that while the CUDA Toolkit 12.x series will still support these older ...

This week NVIDIA has announced the release of its latest CUDA development environment in the form of the CUDA 11.6 Toolkit which is now available to download directly from the NVIDIA developer site.

NVIDIA has this week announced the general availability of version 12 of its CUDA Toolkit. The latest version is the first major release in quite a few years and focuses on new programming models and ...

CUDA. Performance increases. GPUs. NVIDIA. Tesla Compute Cluster. Somehow or another, all of those are interconnected in NVIDIA's latest announcement, in which they have revealed Parallel Nsight ...

The official release notes for Nvidia's CUDA 12.9 Toolkit explicitly indicate that the next major release will no longer support Maxwell, Pascal, and Volta-based GPUs. Note that this deprecation is ...