几个小时前，NVIDIA CUDA Toolkit 13.1 正式发布，英伟达官方表示：「这是 20 年来最大的一次更新。」 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。

In a move that shouldn't be that surprising, NVIDIA has announced that its popular CUDA platform is being ported to x86. The obvious angle here is that this will give NVIDIA a weapon against OpenCL ...

2025 年 12 月，在 CUDA 发布近二十年后，NVIDIA 推出新的 GPU 编程入口「cuTile」，通过 Tile-based 编程模型重构 GPU 内核，使开发者无需深入 CUDA C++ 即可高效编写 Kernel，引发社区热议。尽管仍处早期，Tile 思维的抽象优势、社区探索迁移工具及实践尝试表明，cuTile 有 ...

关于CUDA在AI行业的影响力，这无需多言，在半导体行业观察之前的诸多文章中，我们也有讲述。 外媒HPCwire之前也曾直言，GenAI 和 GPU 与 Nvidia 的合作并非偶然。Nvidia 一直认识到需要工具和应用程序来帮助其市场增长。他们为 Nvidia 硬件创建了非常低的获取软件 ...

Nvidia has announced a new version of its CUDA parallel computing platform and programming model, ahead of the annual International Conference for High Performance Computing, Networking, Storage, and ...

Quick background- I have a subsurface fluid flow simulation tool that I wrote several years ago. From it, I started up a consultancy company, which is finally paying the bills. The algorithms lend ...

Support for unified memory across CPUs and GPUs in accelerated computing systems is the final piece of a programming puzzle that we have been assembling for about ten years now. Unified memory has a ...

Graphics processing units (GPUs) were originally designed to perform the highly parallel computations required for graphics rendering. But over the last couple of years, they’ve proven to be powerful ...

This isn’t a review, but given the popularity of my last CUDA book review, I thought I’d mention that Addison-Wesley has published a new book called CUDA by Example: An Introduction to General-Purpose ...

Back in 2000, Ian Buck and a small computer graphics team at Stanford University were watching the steady evolution of computer graphics processors for gaming and thinking about how such devices could ...