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。

结果是显著的：StitchCUDA 将 Hacking 率从 Kevin-32B 的 52% 降至 16%， Hacking 从 4 次降至 0 次。而去除 Rubric 的 StitchCUDA-A 变体，Hacking 率回升至 32%，进一步验证了 Rubric Reward 的因果效应。

Hello folks，我是 Luga，今天我们继续来聊一下人工智能生态相关技术 - 用于加速构建 AI 核心算力的 GPU 编程框架 - CUDA 。 CUDA，作为现代图形处理器（GPU）的计算单元，在高性能计算领域扮演着日益重要的角色。通过将复杂的计算任务分解为数千个 ...

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 ...

快科技12月7日消息，日前NVIDIA正式推出了CUDA 13.1，官方将其定位为“自2006年CUDA平台诞生以来最大、最全面的升级”。 此次更新的核心亮点，是引入了革命性的CUDA Tile编程模型，标志着GPU编程范式迈入一个新的、更高抽象的阶段。 传统的GPU编程基于SIMT (单指令多 ...

NVIDIA has announced that it is porting its popular GPU programming architecture to x86. Once the port is complete, developers will be able to choose from two different architectures—OpenCL and ...

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 ...

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 ...

In this Programming Throwdown podcast, Mark Harris from Nvidia describes CUDA programming for GPUs. “CUDA is a parallel computing platform and programming model invented by NVIDIA. It enables dramatic ...

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 ...