{"@context":"https://schema.org","@type":"NewsArticle","generatedAt":"2026-09-22T18:00:52.144Z","headline":"NVIDIA 推出 CUDA Rust：cuda-oxide 与 cutile-rs 让 Rust 编写编译期安全的 GPU kernel","description":"NVIDIA 宣布 CUDA Rust，通过 NVlabs 开源的 cuda-oxide（SIMT）和 cutile-rs（Tile）让 Rust 原生编译 GPU kernel，并借所有权规则在编译期拒绝 buffer 别名错误。","url":"https://www.aioga.com/news/cmtt3gk6q02s9rowa2ejtgw2x/","mainEntityOfPage":"https://www.aioga.com/news/cmtt3gk6q02s9rowa2ejtgw2x/","datePublished":"2026-09-08T19:51:54.000Z","dateModified":"2026-09-08T19:51:54.000Z","inLanguage":"zh-CN","publisher":{"@type":"NewsMediaOrganization","name":"Aioga","url":"https://www.aioga.com"},"citation":["https://www.marktechpost.com/2026/09/08/nvidia-announces-cuda-rust-with-cuda-oxide-simt-and-cutile-rs-tile-for-compile-time-safe-gpu-kernels","https://aihot.news/items/cmtt3gk6q02s9rowa2ejtgw2x"],"canonicalUrl":"https://www.aioga.com/news/cmtt3gk6q02s9rowa2ejtgw2x/","directAnswer":{"@type":"Answer","text":"Aioga 编辑摘要：NVIDIA 宣布 CUDA Rust，通过 NVlabs 开源的 cuda-oxide（SIMT）和 cutile-rs（Tile）让 Rust 原生编译 GPU Aioga 将其归入「行业动态」方向，重点关注它对真实使用和行业竞争的影响。","url":"https://www.aioga.com/news/cmtt3gk6q02s9rowa2ejtgw2x/","dateCreated":"2026-09-08T19:51:54.000Z","author":{"@type":"Organization","@id":"https://www.aioga.com/authors/aioga-editorial/#editorial-team","name":"Aioga Editorial Team","url":"https://www.aioga.com/authors/aioga-editorial/"}},"evidence":[{"@type":"CreativeWork","name":"marktechpost.com source article","url":"https://www.marktechpost.com/2026/09/08/nvidia-announces-cuda-rust-with-cuda-oxide-simt-and-cutile-rs-tile-for-compile-time-safe-gpu-kernels","datePublished":"2026-09-08T19:51:54.000Z","provider":{"@type":"Organization","name":"marktechpost.com","url":"https://www.marktechpost.com/2026/09/08/nvidia-announces-cuda-rust-with-cuda-oxide-simt-and-cutile-rs-tile-for-compile-time-safe-gpu-kernels"}},{"@type":"CreativeWork","name":"AIHot archive record","url":"https://aihot.news/items/cmtt3gk6q02s9rowa2ejtgw2x","datePublished":"2026-09-08T19:51:54.000Z","provider":{"@type":"Organization","name":"AIHot","url":"https://aihot.news/items/cmtt3gk6q02s9rowa2ejtgw2x"}}],"aggregationSource":"MarkTechPost（RSS）","originalPublisher":{"name":"marktechpost.com","url":"https://www.marktechpost.com/2026/09/08/nvidia-announces-cuda-rust-with-cuda-oxide-simt-and-cutile-rs-tile-for-compile-time-safe-gpu-kernels"},"geoDeepAnswer":null,"article":{"id":"cmtt3gk6q02s9rowa2ejtgw2x","slug":"cmtt3gk6q02s9rowa2ejtgw2x","url":"https://www.aioga.com/news/cmtt3gk6q02s9rowa2ejtgw2x/","title":"NVIDIA 推出 CUDA Rust：cuda-oxide 与 cutile-rs 让 Rust 编写编译期安全的 GPU kernel","title_en":"","summary":"NVIDIA 宣布 CUDA Rust，通过 NVlabs 开源的 cuda-oxide（SIMT）和 cutile-rs（Tile）让 Rust 原生编译 GPU kernel，并借所有权规则在编译期拒绝 buffer 别名错误。","source":"MarkTechPost（RSS）","sourceUrl":"https://www.marktechpost.com/2026/09/08/nvidia-announces-cuda-rust-with-cuda-oxide-simt-and-cutile-rs-tile-for-compile-time-safe-gpu-kernels","aiHotUrl":"https://aihot.news/items/cmtt3gk6q02s9rowa2ejtgw2x","publishedAt":"2026-09-08T19:51:54.000Z","category":"行业动态","score":58,"selected":false,"articleBody":["NVIDIA has announced CUDA Rust：https://developer.nvidia.com/blog/introducing-cuda-rust-two-tracks-for-writing-gpu-kernels/, a push to make Rust a first-class language for writing GPU kernels. Rust code could already launch CUDA kernels, but the kernel body usually had to be written elsewhere. CUDA Rust closes that gap with two NVlabs open-source projects: cuda-oxide：https://github.com/NVlabs/cuda-oxide for the SIMT model and cutile-rs：https://github.com/NVlabs/cutile-rs for the newer Tile model. Both compile Rust kernels natively and use Rust’s ownership rules to reject aliasing bugs at compile time.","Is it deployable? Partially. cutile-rs is published on crates.io：https://crates.io/crates/cutile, runs on stable Rust 1.89+, and is already used in Hugging Face’s Grout：https://github.com/huggingface/grout inference engine and in mistral.rs：https://github.com/EricLBuehler/mistral.rs. cuda-oxide is early alpha. The both projects are in alpha phase and not confirmed for production.","The systems layer of AI, from inference engines to drivers and agent runtimes, is increasingly written in Rust. NVIDIA’s Nova Linux driver is in Rust, NVIDIA Dynamo：https://www.nvidia.com/en-us/ai/dynamo/ has a Rust core, and NVTX has Rust bindings. The GPU kernel was the exception.","The two tracks mirror the two programming models CUDA already offers. SIMT is the model used in CUDA C++ and numba-cuda：https://nvidia.github.io/numba-cuda/: you describe what one thread does and launch thousands of them. Tile is the newer model, also available in C++：https://docs.nvidia.com/cuda/cuda-tile-cpp-api-reference/ and Python：https://docs.nvidia.com/cuda/cutile-python/: you describe what one tile of data does, and the Tile IR compiler：https://docs.nvidia.com/cuda/tile-ir/latest/index.html handles thread mapping and memory layout. NVIDIA recommends Tile first, with SIMT for explicit thread and memory control. Planned inter-language interop means choosing Rust will not lock developers out of C++ or Python.","cuda-oxide is a custom rustc codegen backend. It routes #[kernel] functions through Rust MIR, the community Pliron：https://github.com/pliron-org/pliron IR framework, and LLVM IR down to PTX, then hands everything else to the standard backend. NVIDIA wrote the GPU dialects on top of Pliron.","Requirements: Linux, a GPU with compute capability 8.0 or later, CUDA 12.x or newer, clang with libclang, and a pinned nightly toolchain ( nightly-2026-04-03 ). cargo oxide doctor checks the setup and cargo oxide new scaffolds a vector addition program, with host and device code in one file.","The safety argument sits in the kernel signature. Inputs a and b are ordinary shared slices. The output c is a DisjointSlice , a type that gives each thread exclusive access to its own element. A plain &mut [f32] would need every thread to hold the same mutable borrow, which Rust refuses. c.get_mut(idx) returns an Option , so out-of-bounds access becomes a handled branch. A #[launch_contract] attribute declares the block shape, and the generated prepare_vecadd method validates the launch configuration against it before the safe launch runs.","cutile-rs works one level higher. Each tile block runs the kernel body once as a single logical thread over one sub-tensor, and the compiler decides how many real GPU threads back it. The #[cutile::module] macro embeds the kernel’s AST in the host binary and JIT-compiles it through CUDA Tile IR when the kernel is first launched.","Requirements are lighter: compute capability 8.0 or later, CUDA 13.3, stable Rust 1.89 or newer, and Linux, with no nightly and no custom LLVM. Setup is cargo new , then cargo add cutile .","The host-side .partition([128]) call does 3 jobs. It gives each tile exclusive ownership of its 128-element chunk, fixes the grid at 1,024 / 128 = 8 tiles, and supplies the const tile width B . Input tensors use -1 as a dynamic dimension resolved at launch. The generated launcher takes ownership of all tensors and returns them when the GPU finishes. Nothing executes until .sync_on(&stream) ; everything before it is a lazy description recorded in one chain.","Passing the SIMT kernel’s output buffer as one of its own inputs fails with error[E0502]: cannot borrow c_dev as mutable because it is also borrowed as immutable . The same aliasing on the Tile side fails with error[E0382]: use of moved value: z . cuda-oxide checks each launch call; cutile-rs’s ownership follows tensors across the launch boundary, which NVIDIA calls the stronger guarantee.","Tile exposes no shared memory or thread indexing to misuse. SIMT keeps that control, but shared memory in cuda-oxide currently requires unsafe .","Need to partner with us for promoting your GitHub Repo OR Hugging Face Page OR Product Release OR Webinar etc.? Connect with us ：https://forms.gle/wbash1wF6efRj8G58","Asif Razzaq is the CEO of Marktechpost Media Inc.. As a visionary entrepreneur and engineer, Asif is committed to harnessing the potential of Artificial Intelligence for social good. His most recent endeavor is the launch of an Artificial Intelligence Media Platform, Marktechpost, which stands out for its in-depth coverage of machine learning and deep learning news that is both technically sound and easily understandable by a wide audience. The platform boasts of over 2 million monthly views, illustrating its popularity among audiences.","Practitioner-first AI/ML news and analysis, read by 1M+ developers and researchers every month."],"articleImages":[{"sourceUrl":"https://www.marktechpost.com/wp-content/uploads/2019/06/Screen-Shot-2021-09-14-at-9.02.24-AM-300x300.png","alt":"","afterParagraph":12,"url":"/media/articles/cmtt3gk6q02s9rowa2ejtgw2x/787a6d54564e8e19.webp"},{"sourceUrl":"https://www.marktechpost.com/wp-content/uploads/2026/09/blog1333-2-100x70.png","alt":"Axis Robotics Releases AXIS: A Browser-Based Data Engine With 207 Robot Manipulation Tasks and 50,129 Trajectories","afterParagraph":13,"url":"/media/articles/cmtt3gk6q02s9rowa2ejtgw2x/66df578d4433b0e4.webp"}],"mediaStatus":"ok","articleBodyZh":["NVIDIA 宣布推出 CUDA Rust：https://developer.nvidia.com/blog/introducing-cuda-rust-two-tracks-for-writing-gpu-kernels/，旨在使 Rust 成为编写 GPU 内核的一流语言。Rust 代码已经可以启动 CUDA 内核，但内核主体通常需要在其他地方编写。CUDA Rust 通过两个 NVlabs 开源项目弥补了这一差距：cuda-oxide：https://github.com/NVlabs/cuda-oxide 用于 SIMT 模型，cutile-rs：https://github.com/NVlabs/cutile-rs 用于更新的 Tile 模型。两者都能原生编译 Rust 内核，并使用 Rust 的所有权规则在编译时防止别名错误。","它可以部署吗？部分可以。cutile-rs 已发布在 crates.io：https://crates.io/crates/cutile，在稳定的 Rust 1.89+ 版本上运行，并已被用于 Hugging Face 的 Grout：https://github.com/huggingface/grout 推理引擎和 mistral.rs：https://github.com/EricLBuehler/mistral.rs。cuda-oxide 处于早期 alpha 阶段。两个项目都处于 alpha 阶段，尚未确认可用于生产环境。","从推理引擎到驱动程序和代理运行时，AI 的系统层越来越多地使用 Rust 编写。NVIDIA 的 Nova Linux 驱动是用 Rust 编写的，NVIDIA Dynamo：https://www.nvidia.com/en-us/ai/dynamo/ 具有 Rust 核心，NVTX 也有 Rust 绑定。GPU 内核是一个例外。","这两个途径对应 CUDA 已经提供的两种编程模型。SIMT 是 CUDA C++ 和 numba-cuda：https://nvidia.github.io/numba-cuda/ 使用的模型：你描述一个线程的动作并启动成千上万的线程。Tile 是较新的模型，也可用于 C++：https://docs.nvidia.com/cuda/cuda-tile-cpp-api-reference/ 和 Python：https://docs.nvidia.com/cuda/cutile-python/：你描述一片数据瓦片的动作，Tile IR 编译器：https://docs.nvidia.com/cuda/tile-ir/latest/index.html 负责线程映射和内存布局。NVIDIA 建议优先使用 Tile，而对于需要显式线程和内存控制的场景使用 SIMT。计划中的跨语言互操作意味着选择 Rust 不会让开发者无法使用 C++ 或 Python。","cuda-oxide 是一个自定义的 rustc 代码生成后端。它通过 Rust MIR、社区的 Pliron：https://github.com/pliron-org/pliron IR 框架和 LLVM IR 将 #[kernel] 函数路由到 PTX，然后将其他部分交给标准后端处理。NVIDIA 在 Pliron 之上编写了 GPU 方言。","要求：Linux操作系统，计算能力为8.0或更高版本的GPU，CUDA 12.x或更高版本，带有libclang的clang，以及固定的nightly工具链（nightly-2026-04-03）。cargo oxide doctor检查环境设置，cargo oxide new生成向量加法程序，主机和设备代码在同一个文件中。","安全性论证体现在内核签名中。输入a和b是普通共享切片。输出c是DisjointSlice，一种类型，使每个线程可以独占地访问其自己的元素。普通的&mut [f32]需要每个线程保持相同的可变借用，但Rust不允许。c.get_mut(idx)返回Option，因此越界访问会变成可处理的分支。#[launch_contract]属性声明了块形状，生成的prepare_vecadd方法在安全启动运行前验证启动配置。","cutile-rs的工作层级更高。每个tile块将内核体作为单个逻辑线程在一个子张量上运行一次，真正的GPU线程数量由编译器决定。#[cutile::module]宏将内核的AST嵌入到主机二进制文件中，并在内核首次启动时通过CUDA Tile IR进行JIT编译。","要求更轻：计算能力8.0或更高版本，CUDA 13.3，稳定版Rust 1.89或更高版本，以及Linux，无需nightly和自定义LLVM。设置步骤是cargo new，然后cargo add cutile。","主机端的.partition([128])调用完成三个任务。它给每个tile独占其128元素的块，固定网格为1,024 / 128 = 8个tile，并提供常数tile宽度B。输入张量使用-1作为在启动时解析的动态维度。生成的launcher接管所有张量的所有权，并在GPU完成后返回它们。在执行.sync_on(&stream)之前没有任何操作；它之前的一切只是通过一个链条记录的惰性描述。","将SIMT内核的输出缓冲区作为它自己的输入之一传递会导致错误[E0502]：无法将c_dev作为可变借用，因为它也被不可变借用。在Tile端进行相同的别名操作会失败并报错[E0382]：使用已移动的值：z。cuda-oxide检查每次启动调用；cutile-rs的所有权机制在启动边界跨越张量，NVIDIA称其为更强的保证。","Tile 不暴露任何可被滥用的共享内存或线程索引。SIMT 保持对其的控制，但 cuda-oxide 中的共享内存目前需要使用 unsafe。","需要与我们合作推广您的 GitHub 仓库、Hugging Face 页面、产品发布或网络研讨会等吗？请联系：https://forms.gle/wbash1wF6efRj8G58","Asif Razzaq 是 Marktechpost Media Inc. 的首席执行官。作为一名有远见的企业家和工程师，Asif 致力于利用人工智能的潜力为社会带来益处。他最近的努力是推出了一个人工智能媒体平台 Marktechpost，该平台以对机器学习和深度学习新闻的深入报道而脱颖而出，这些报道既具有技术性又易于广大受众理解。该平台每月浏览量超过 200 万次，显示了其在观众中的受欢迎程度。","以从业者为先的 AI/ML 新闻和分析，每月有 100 万以上的开发者和研究人员阅读。"],"translationStatus":"translated","bodyOrigin":"source-page","editorial":{"summary":"Aioga 编辑摘要：NVIDIA 宣布 CUDA Rust，通过 NVlabs 开源的 cuda-oxide（SIMT）和 cutile-rs（Tile）让 Rust 原生编译 GPU Aioga 将其归入「行业动态」方向，重点关注它对真实使用和行业竞争的影响。","background":"背景分析：公司与行业类动态需要放在竞争格局、商业化路径、资本信号和监管环境中观察，单条公告不能代表最终结果。","viewpoint":"Aioga 判断：这条动态更适合作为行业观察信号，当前信息足以建立线索，但不足以推导长期结论。","implications":"影响分析：对相关团队而言，短期应先核对来源、可用范围和实际成本，再判断是否值得接入或跟进。","nextStep":"后续观察：继续观察官方文件、合作落地、收入或用户信号、竞品动作和监管后续。","evidenceRefs":["title","summary","articleBody"],"confidence":"medium","status":"published","aiGenerated":false,"autoApproved":true,"generatedBy":"rule-safe-fallback","generatedAt":"2026-09-22T18:20:58.005Z","sourceHash":"051dc1222db7c338","validation":{"passed":true,"mode":"rule-safe-fallback","checks":["schema","length","source-attribution","no-html"]}},"tags":["行业动态","MarkTechPost（RSS）"],"translations":{"zh-CN":{"title":"NVIDIA 推出 CUDA Rust：cuda-oxide 与 cutile-rs 让 Rust 编写编译期安全的 GPU kernel","summary":"NVIDIA 宣布 CUDA Rust，通过 NVlabs 开源的 cuda-oxide（SIMT）和 cutile-rs（Tile）让 Rust 原生编译 GPU kernel，并借所有权规则在编译期拒绝 buffer 别名错误。","category":"行业动态","source":"marktechpost.com","aggregationSource":"MarkTechPost（RSS）","pageTitle":"NVIDIA 推出 CUDA Rust：cuda-oxide 与 cutile-rs 让 Rust 编写编译期安全的 GPU kernel - Aioga AI资讯","description":"NVIDIA 宣布 CUDA Rust，通过 NVlabs 开源的 cuda-oxide（SIMT）和 cutile-rs（Tile）让 Rust 原生编译 GPU kernel，并借所有权规则在编译期拒绝 buffer 别名错误。","url":"https://www.aioga.com/news/cmtt3gk6q02s9rowa2ejtgw2x/","articleBody":["NVIDIA 宣布推出 CUDA Rust：https://developer.nvidia.com/blog/introducing-cuda-rust-two-tracks-for-writing-gpu-kernels/，旨在使 Rust 成为编写 GPU 内核的一流语言。Rust 代码已经可以启动 CUDA 内核，但内核主体通常需要在其他地方编写。CUDA Rust 通过两个 NVlabs 开源项目弥补了这一差距：cuda-oxide：https://github.com/NVlabs/cuda-oxide 用于 SIMT 模型，cutile-rs：https://github.com/NVlabs/cutile-rs 用于更新的 Tile 模型。两者都能原生编译 Rust 内核，并使用 Rust 的所有权规则在编译时防止别名错误。","它可以部署吗？部分可以。cutile-rs 已发布在 crates.io：https://crates.io/crates/cutile，在稳定的 Rust 1.89+ 版本上运行，并已被用于 Hugging Face 的 Grout：https://github.com/huggingface/grout 推理引擎和 mistral.rs：https://github.com/EricLBuehler/mistral.rs。cuda-oxide 处于早期 alpha 阶段。两个项目都处于 alpha 阶段，尚未确认可用于生产环境。","从推理引擎到驱动程序和代理运行时，AI 的系统层越来越多地使用 Rust 编写。NVIDIA 的 Nova Linux 驱动是用 Rust 编写的，NVIDIA Dynamo：https://www.nvidia.com/en-us/ai/dynamo/ 具有 Rust 核心，NVTX 也有 Rust 绑定。GPU 内核是一个例外。","这两个途径对应 CUDA 已经提供的两种编程模型。SIMT 是 CUDA C++ 和 numba-cuda：https://nvidia.github.io/numba-cuda/ 使用的模型：你描述一个线程的动作并启动成千上万的线程。Tile 是较新的模型，也可用于 C++：https://docs.nvidia.com/cuda/cuda-tile-cpp-api-reference/ 和 Python：https://docs.nvidia.com/cuda/cutile-python/：你描述一片数据瓦片的动作，Tile IR 编译器：https://docs.nvidia.com/cuda/tile-ir/latest/index.html 负责线程映射和内存布局。NVIDIA 建议优先使用 Tile，而对于需要显式线程和内存控制的场景使用 SIMT。计划中的跨语言互操作意味着选择 Rust 不会让开发者无法使用 C++ 或 Python。","cuda-oxide 是一个自定义的 rustc 代码生成后端。它通过 Rust MIR、社区的 Pliron：https://github.com/pliron-org/pliron IR 框架和 LLVM IR 将 #[kernel] 函数路由到 PTX，然后将其他部分交给标准后端处理。NVIDIA 在 Pliron 之上编写了 GPU 方言。","要求：Linux操作系统，计算能力为8.0或更高版本的GPU，CUDA 12.x或更高版本，带有libclang的clang，以及固定的nightly工具链（nightly-2026-04-03）。cargo oxide doctor检查环境设置，cargo oxide new生成向量加法程序，主机和设备代码在同一个文件中。","安全性论证体现在内核签名中。输入a和b是普通共享切片。输出c是DisjointSlice，一种类型，使每个线程可以独占地访问其自己的元素。普通的&mut [f32]需要每个线程保持相同的可变借用，但Rust不允许。c.get_mut(idx)返回Option，因此越界访问会变成可处理的分支。#[launch_contract]属性声明了块形状，生成的prepare_vecadd方法在安全启动运行前验证启动配置。","cutile-rs的工作层级更高。每个tile块将内核体作为单个逻辑线程在一个子张量上运行一次，真正的GPU线程数量由编译器决定。#[cutile::module]宏将内核的AST嵌入到主机二进制文件中，并在内核首次启动时通过CUDA Tile IR进行JIT编译。","要求更轻：计算能力8.0或更高版本，CUDA 13.3，稳定版Rust 1.89或更高版本，以及Linux，无需nightly和自定义LLVM。设置步骤是cargo new，然后cargo add cutile。","主机端的.partition([128])调用完成三个任务。它给每个tile独占其128元素的块，固定网格为1,024 / 128 = 8个tile，并提供常数tile宽度B。输入张量使用-1作为在启动时解析的动态维度。生成的launcher接管所有张量的所有权，并在GPU完成后返回它们。在执行.sync_on(&stream)之前没有任何操作；它之前的一切只是通过一个链条记录的惰性描述。","将SIMT内核的输出缓冲区作为它自己的输入之一传递会导致错误[E0502]：无法将c_dev作为可变借用，因为它也被不可变借用。在Tile端进行相同的别名操作会失败并报错[E0382]：使用已移动的值：z。cuda-oxide检查每次启动调用；cutile-rs的所有权机制在启动边界跨越张量，NVIDIA称其为更强的保证。","Tile 不暴露任何可被滥用的共享内存或线程索引。SIMT 保持对其的控制，但 cuda-oxide 中的共享内存目前需要使用 unsafe。","需要与我们合作推广您的 GitHub 仓库、Hugging Face 页面、产品发布或网络研讨会等吗？请联系：https://forms.gle/wbash1wF6efRj8G58","Asif Razzaq 是 Marktechpost Media Inc. 的首席执行官。作为一名有远见的企业家和工程师，Asif 致力于利用人工智能的潜力为社会带来益处。他最近的努力是推出了一个人工智能媒体平台 Marktechpost，该平台以对机器学习和深度学习新闻的深入报道而脱颖而出，这些报道既具有技术性又易于广大受众理解。该平台每月浏览量超过 200 万次，显示了其在观众中的受欢迎程度。","以从业者为先的 AI/ML 新闻和分析，每月有 100 万以上的开发者和研究人员阅读。"]},"en":{"title":"NVIDIA launches CUDA Rust: cuda-oxide and cutile-rs allow Rust to write compile-time safe GPU kernels","summary":"NVIDIA announced CUDA Rust, which allows Rust to natively compile GPU kernels through NVlabs' open-source cuda-oxide (SIMT) and cutile-rs (Tile), and uses ownership rules to reject buffer aliasing errors at compile time.","category":"Industry","source":"MarkTechPost（RSS）","aggregationSource":"MarkTechPost（RSS）","pageTitle":"NVIDIA launches CUDA Rust: cuda-oxide and cutile-rs allow Rust to write compile-time safe GPU kernels - Aioga AI News","description":"NVIDIA announced CUDA Rust, which allows Rust to natively compile GPU kernels through NVlabs' open-source cuda-oxide (SIMT) and cutile-rs (Tile), and uses ownership rules to reject...","url":"https://www.aioga.com/en/news/cmtt3gk6q02s9rowa2ejtgw2x/","contentTranslated":true,"sourceHash":"dc3fd10fbeb1c72a","translatedAt":"2026-09-08T20:43:24.900Z"},"ja":{"title":"NVIDIA、CUDA Rust を発表：cuda-oxide と cutile-rs により、Rust でコンパイル時安全な GPU カーネルを作成可能","summary":"NVIDIAはCUDA Rustを発表しました。これは、NVlabsがオープンソース化したcuda-oxide（SIMT）とcutile-rs（Tile）を通じて、RustでGPUカーネルをネイティブにコンパイルできるようにし、所有権ルールを利用してコンパイル時にバッファのエイリアスエラーを防ぎます。","category":"業界動向","source":"MarkTechPost（RSS）","aggregationSource":"MarkTechPost（RSS）","pageTitle":"NVIDIA、CUDA Rust を発表：cuda-oxide と cutile-rs により、Rust でコンパイル時安全な GPU カーネルを作成可能 - Aioga AIニュース","description":"NVIDIAはCUDA Rustを発表しました。これは、NVlabsがオープンソース化したcuda-oxide（SIMT）とcutile-rs（Tile）を通じて、RustでGPUカーネルをネイティブにコンパイルできるようにし、所有権ルールを利用してコンパイル時にバッファのエイリアスエラーを防ぎます。","url":"https://www.aioga.com/ja/news/cmtt3gk6q02s9rowa2ejtgw2x/","contentTranslated":true,"sourceHash":"dc3fd10fbeb1c72a","translatedAt":"2026-09-08T20:43:32.448Z"},"ko":{"title":"NVIDIA, CUDA Rust 출시: cuda-oxide와 cutile-rs로 Rust로 컴파일 시 안전한 GPU 커널 작성","summary":"NVIDIA는 CUDA Rust를 발표했으며, NVlabs가 오픈소스로 공개한 cuda-oxide(SIMT)와 cutile-rs(Tile)를 통해 Rust가 GPU 커널을 네이티브로 컴파일할 수 있으며, 소유권 규칙을 이용해 컴파일 시 버퍼 별칭 오류를 차단합니다.","category":"업계 동향","source":"MarkTechPost（RSS）","aggregationSource":"MarkTechPost（RSS）","pageTitle":"NVIDIA, CUDA Rust 출시: cuda-oxide와 cutile-rs로 Rust로 컴파일 시 안전한 GPU 커널 작성 - Aioga AI 뉴스","description":"NVIDIA는 CUDA Rust를 발표했으며, NVlabs가 오픈소스로 공개한 cuda-oxide(SIMT)와 cutile-rs(Tile)를 통해 Rust가 GPU 커널을 네이티브로 컴파일할 수 있으며, 소유권 규칙을 이용해 컴파일 시 버퍼 별칭 오류를 차단합니다.","url":"https://www.aioga.com/ko/news/cmtt3gk6q02s9rowa2ejtgw2x/","contentTranslated":true,"sourceHash":"dc3fd10fbeb1c72a","translatedAt":"2026-09-08T20:44:09.749Z"},"es":{"title":"NVIDIA lanza CUDA Rust: cuda-oxide y cutile-rs permiten escribir kernels GPU seguros en tiempo de compilación con Rust","summary":"NVIDIA anunció CUDA Rust, que permite compilar de forma nativa en Rust kernels de GPU a través de cuda-oxide (SIMT) y cutile-rs (Tile) abiertos por NVlabs, y rechaza errores de alias de búfer en tiempo de compilación mediante las reglas de propiedad.","category":"Industria","source":"MarkTechPost（RSS）","aggregationSource":"MarkTechPost（RSS）","pageTitle":"NVIDIA lanza CUDA Rust: cuda-oxide y cutile-rs permiten escribir kernels GPU seguros en tiempo de compilación con Rust - Aioga Noticias de IA","description":"NVIDIA anunció CUDA Rust, que permite compilar de forma nativa en Rust kernels de GPU a través de cuda-oxide (SIMT) y cutile-rs (Tile) abiertos por NVlabs, y rechaza errores de ali...","url":"https://www.aioga.com/es/news/cmtt3gk6q02s9rowa2ejtgw2x/","contentTranslated":true,"sourceHash":"dc3fd10fbeb1c72a","translatedAt":"2026-09-08T20:44:06.566Z"},"fr":{"title":"NVIDIA lance CUDA Rust : cuda-oxide et cutile-rs permettent à Rust d'écrire des noyaux GPU sûrs à la compilation","summary":"NVIDIA annonce CUDA Rust, permettant à Rust de compiler nativement les noyaux GPU via cuda-oxide (SIMT) et cutile-rs (Tile) open source de NVlabs, et utilisant les règles de possession pour rejeter les erreurs d'alias de buffer à la compilation.","category":"Industrie","source":"MarkTechPost（RSS）","aggregationSource":"MarkTechPost（RSS）","pageTitle":"NVIDIA lance CUDA Rust : cuda-oxide et cutile-rs permettent à Rust d'écrire des noyaux GPU sûrs à la compilation - Aioga Actualités IA","description":"NVIDIA annonce CUDA Rust, permettant à Rust de compiler nativement les noyaux GPU via cuda-oxide (SIMT) et cutile-rs (Tile) open source de NVlabs, et utilisant les règles de posses...","url":"https://www.aioga.com/fr/news/cmtt3gk6q02s9rowa2ejtgw2x/","contentTranslated":true,"sourceHash":"dc3fd10fbeb1c72a","translatedAt":"2026-09-08T20:44:43.222Z"},"de":{"title":"NVIDIA führt CUDA Rust ein: cuda-oxide und cutile-rs ermöglichen es, GPU-Kernel in Rust sicher zur Kompilierzeit zu schreiben","summary":"NVIDIA kündigt CUDA Rust an, mit cuda-oxide (SIMT) und cutile-rs (Tile), die von NVlabs open-source bereitgestellt werden, kann Rust native GPU-Kernel kompilieren und durch die Besitzregeln bereits zur Kompilierzeit Buffer-Alias-Fehler verhindern.","category":"行业动态","source":"MarkTechPost（RSS）","aggregationSource":"MarkTechPost（RSS）","pageTitle":"NVIDIA führt CUDA Rust ein: cuda-oxide und cutile-rs ermöglichen es, GPU-Kernel in Rust sicher zur Kompilierzeit zu schreiben - Aioga KI-News","description":"NVIDIA kündigt CUDA Rust an, mit cuda-oxide (SIMT) und cutile-rs (Tile), die von NVlabs open-source bereitgestellt werden, kann Rust native GPU-Kernel kompilieren und durch die Bes...","url":"https://www.aioga.com/de/news/cmtt3gk6q02s9rowa2ejtgw2x/","contentTranslated":true,"sourceHash":"dc3fd10fbeb1c72a","translatedAt":"2026-09-08T20:44:45.171Z"},"pt-BR":{"title":"NVIDIA lança CUDA Rust: cuda-oxide e cutile-rs permitem que Rust escreva kernels de GPU seguros em tempo de compilação","summary":"A NVIDIA anunciou o CUDA Rust, permitindo que o Rust compile nativamente kernels de GPU através do cuda-oxide (SIMT) e cutile-rs (Tile) de código aberto da NVlabs, e recusa erros de alias de buffer em tempo de compilação usando as regras de propriedade.","category":"行业动态","source":"MarkTechPost（RSS）","aggregationSource":"MarkTechPost（RSS）","pageTitle":"NVIDIA lança CUDA Rust: cuda-oxide e cutile-rs permitem que Rust escreva kernels de GPU seguros em tempo de compilação - Aioga Notícias de IA","description":"A NVIDIA anunciou o CUDA Rust, permitindo que o Rust compile nativamente kernels de GPU através do cuda-oxide (SIMT) e cutile-rs (Tile) de código aberto da NVlabs, e recusa erros d...","url":"https://www.aioga.com/pt-BR/news/cmtt3gk6q02s9rowa2ejtgw2x/","contentTranslated":true,"sourceHash":"dc3fd10fbeb1c72a","translatedAt":"2026-09-08T20:45:16.653Z"},"ru":{"title":"NVIDIA представила CUDA Rust: cuda-oxide и cutile-rs позволяют писать безопасные на этапе компиляции GPU-ядра на Rust","summary":"NVIDIA объявила CUDA Rust, позволяя Rust нативно компилировать GPU-ядра через open-source проекты NVlabs cuda-oxide (SIMT) и cutile-rs (Tile), и благодаря правилам владения отклонять ошибки алиасинга буферов на этапе компиляции.","category":"行业动态","source":"MarkTechPost（RSS）","aggregationSource":"MarkTechPost（RSS）","pageTitle":"NVIDIA представила CUDA Rust: cuda-oxide и cutile-rs позволяют писать безопасные на этапе компиляции GPU-ядра на Rust - Aioga Новости ИИ","description":"NVIDIA объявила CUDA Rust, позволяя Rust нативно компилировать GPU-ядра через open-source проекты NVlabs cuda-oxide (SIMT) и cutile-rs (Tile), и благодаря правилам владения отклоня...","url":"https://www.aioga.com/ru/news/cmtt3gk6q02s9rowa2ejtgw2x/","contentTranslated":true,"sourceHash":"dc3fd10fbeb1c72a","translatedAt":"2026-09-08T20:45:20.403Z"},"ar":{"title":"إنفيديا تطلق CUDA Rust: cuda-oxide و cutile-rs تتيحان كتابة نواة GPU آمنة عند وقت الترجمة بلغة Rust","summary":"أعلنت NVIDIA عن CUDA Rust، من خلال cuda-oxide (SIMT) و cutile-rs (Tile) المفتوحة المصدر من NVlabs، ليتمكن Rust من تجميع نواة GPU بشكل أصلي، وبالاستفادة من قواعد الملكية لرفض أخطاء التكرار في buffer أثناء وقت التجميع.","category":"行业动态","source":"MarkTechPost（RSS）","aggregationSource":"MarkTechPost（RSS）","pageTitle":"إنفيديا تطلق CUDA Rust: cuda-oxide و cutile-rs تتيحان كتابة نواة GPU آمنة عند وقت الترجمة بلغة Rust - Aioga أخبار الذكاء الاصطناعي","description":"أعلنت NVIDIA عن CUDA Rust، من خلال cuda-oxide (SIMT) و cutile-rs (Tile) المفتوحة المصدر من NVlabs، ليتمكن Rust من تجميع نواة GPU بشكل أصلي، وبالاستفادة من قواعد الملكية لرفض أخطاء...","url":"https://www.aioga.com/ar/news/cmtt3gk6q02s9rowa2ejtgw2x/","contentTranslated":true,"sourceHash":"dc3fd10fbeb1c72a","translatedAt":"2026-09-08T20:45:55.847Z"},"hi":{"title":"NVIDIA ने CUDA Rust लॉन्च किया: cuda-oxide और cutile-rs Rust को उपयोग करके संकलन समय पर सुरक्षित GPU कर्नेल लिखने की अनुमति देते हैं","summary":"NVIDIA ने CUDA Rust की घोषणा की, NVlabs द्वारा ओपनसोर्स किए गए cuda-oxide (SIMT) और cutile-rs (Tile) के माध्यम से Rust को मूल रूप से GPU कर्नल कंपाइल करने की अनुमति देता है, और कंपाइल समय पर स्वामित्व नियमों का उपयोग करके बफर एलियस त्रुटियों को अस्वीकार करता है।","category":"行业动态","source":"MarkTechPost（RSS）","aggregationSource":"MarkTechPost（RSS）","pageTitle":"NVIDIA ने CUDA Rust लॉन्च किया: cuda-oxide और cutile-rs Rust को उपयोग करके संकलन समय पर सुरक्षित GPU कर्नेल लिखने की अनुमति देते हैं - Aioga AI समाचार","description":"NVIDIA ने CUDA Rust की घोषणा की, NVlabs द्वारा ओपनसोर्स किए गए cuda-oxide (SIMT) और cutile-rs (Tile) के माध्यम से Rust को मूल रूप से GPU कर्नल कंपाइल करने की अनुमति देता है, और कंप...","url":"https://www.aioga.com/hi/news/cmtt3gk6q02s9rowa2ejtgw2x/","contentTranslated":true,"sourceHash":"dc3fd10fbeb1c72a","translatedAt":"2026-09-08T20:45:58.381Z"},"it":{"title":"NVIDIA lancia CUDA Rust: cuda-oxide e cutile-rs permettono a Rust di scrivere kernel GPU sicuri a tempo di compilazione","summary":"NVIDIA annuncia CUDA Rust, permettendo a Rust di compilare nativamente i kernel GPU tramite cuda-oxide (SIMT) e cutile-rs (Tile) open source di NVlabs, e rifiutando a tempo di compilazione errori di alias dei buffer grazie alle regole di ownership.","category":"行业动态","source":"MarkTechPost（RSS）","aggregationSource":"MarkTechPost（RSS）","pageTitle":"NVIDIA lancia CUDA Rust: cuda-oxide e cutile-rs permettono a Rust di scrivere kernel GPU sicuri a tempo di compilazione - Aioga Notizie IA","description":"NVIDIA annuncia CUDA Rust, permettendo a Rust di compilare nativamente i kernel GPU tramite cuda-oxide (SIMT) e cutile-rs (Tile) open source di NVlabs, e rifiutando a tempo di comp...","url":"https://www.aioga.com/it/news/cmtt3gk6q02s9rowa2ejtgw2x/","contentTranslated":true,"sourceHash":"dc3fd10fbeb1c72a","translatedAt":"2026-09-08T20:46:34.131Z"},"nl":{"title":"NVIDIA introduceert CUDA Rust: cuda-oxide en cutile-rs maken het mogelijk om met Rust compile-tijd veilige GPU-kernels te schrijven","summary":"NVIDIA kondigt CUDA Rust aan, waarmee Rust door NVlabs open source gemaakte cuda-oxide (SIMT) en cutile-rs (Tile) native GPU-kernels kan compileren, en dankzij de eigendomsregels fouten van bufferaliasing tijdens het compileren kan afwijzen.","category":"行业动态","source":"MarkTechPost（RSS）","aggregationSource":"MarkTechPost（RSS）","pageTitle":"NVIDIA introduceert CUDA Rust: cuda-oxide en cutile-rs maken het mogelijk om met Rust compile-tijd veilige GPU-kernels te schrijven - Aioga AI-nieuws","description":"NVIDIA kondigt CUDA Rust aan, waarmee Rust door NVlabs open source gemaakte cuda-oxide (SIMT) en cutile-rs (Tile) native GPU-kernels kan compileren, en dankzij de eigendomsregels f...","url":"https://www.aioga.com/nl/news/cmtt3gk6q02s9rowa2ejtgw2x/","contentTranslated":true,"sourceHash":"dc3fd10fbeb1c72a","translatedAt":"2026-09-08T20:46:33.251Z"},"tr":{"title":"NVIDIA, CUDA Rust'u tanıttı: cuda-oxide ve cutile-rs, Rust ile derleme zamanı güvenli GPU çekirdekleri yazmayı mümkün kılıyor","summary":"NVIDIA, NVlabs tarafından açık kaynak olarak sunulan cuda-oxide (SIMT) ve cutile-rs (Tile) aracılığıyla Rust'un GPU çekirdeklerini doğal olarak derlemesini sağlayan CUDA Rust'u duyurdu ve sahiplik kuralları sayesinde derleme zamanında buffer alias hatalarını reddetti.","category":"行业动态","source":"MarkTechPost（RSS）","aggregationSource":"MarkTechPost（RSS）","pageTitle":"NVIDIA, CUDA Rust'u tanıttı: cuda-oxide ve cutile-rs, Rust ile derleme zamanı güvenli GPU çekirdekleri yazmayı mümkün kılıyor - Aioga AI Haberleri","description":"NVIDIA, NVlabs tarafından açık kaynak olarak sunulan cuda-oxide (SIMT) ve cutile-rs (Tile) aracılığıyla Rust'un GPU çekirdeklerini doğal olarak derlemesini sağlayan CUDA Rust'u duy...","url":"https://www.aioga.com/tr/news/cmtt3gk6q02s9rowa2ejtgw2x/","contentTranslated":true,"sourceHash":"dc3fd10fbeb1c72a","translatedAt":"2026-09-08T20:47:08.281Z"},"vi":{"title":"NVIDIA ra mắt CUDA Rust: cuda-oxide và cutile-rs giúp Rust viết kernel GPU an toàn tại thời gian biên dịch","summary":"NVIDIA công bố CUDA Rust, cho phép Rust biên dịch kernel GPU gốc thông qua cuda-oxide (SIMT) và cutile-rs (Tile) do NVlabs mở mã nguồn, đồng thời từ chối lỗi alias buffer trong thời gian biên dịch nhờ quy tắc sở hữu.","category":"行业动态","source":"MarkTechPost（RSS）","aggregationSource":"MarkTechPost（RSS）","pageTitle":"NVIDIA ra mắt CUDA Rust: cuda-oxide và cutile-rs giúp Rust viết kernel GPU an toàn tại thời gian biên dịch - Tin tức AI Aioga","description":"NVIDIA công bố CUDA Rust, cho phép Rust biên dịch kernel GPU gốc thông qua cuda-oxide (SIMT) và cutile-rs (Tile) do NVlabs mở mã nguồn, đồng thời từ chối lỗi alias buffer trong thờ...","url":"https://www.aioga.com/vi/news/cmtt3gk6q02s9rowa2ejtgw2x/","contentTranslated":true,"sourceHash":"dc3fd10fbeb1c72a","translatedAt":"2026-09-08T20:47:09.689Z"},"id":{"title":"NVIDIA meluncurkan CUDA Rust: cuda-oxide dan cutile-rs memungkinkan Rust menulis kernel GPU yang aman pada waktu kompilasi","summary":"NVIDIA mengumumkan CUDA Rust, melalui cuda-oxide (SIMT) dan cutile-rs (Tile) yang dibuka oleh NVlabs memungkinkan Rust untuk secara asli mengompilasi kernel GPU, dan menolak kesalahan alias buffer pada waktu kompilasi dengan aturan kepemilikan.","category":"行业动态","source":"MarkTechPost（RSS）","aggregationSource":"MarkTechPost（RSS）","pageTitle":"NVIDIA meluncurkan CUDA Rust: cuda-oxide dan cutile-rs memungkinkan Rust menulis kernel GPU yang aman pada waktu kompilasi - Berita AI Aioga","description":"NVIDIA mengumumkan CUDA Rust, melalui cuda-oxide (SIMT) dan cutile-rs (Tile) yang dibuka oleh NVlabs memungkinkan Rust untuk secara asli mengompilasi kernel GPU, dan menolak kesala...","url":"https://www.aioga.com/id/news/cmtt3gk6q02s9rowa2ejtgw2x/","contentTranslated":true,"sourceHash":"dc3fd10fbeb1c72a","translatedAt":"2026-09-08T20:47:44.068Z"},"th":{"title":"NVIDIA เปิดตัว CUDA Rust: cuda-oxide และ cutile-rs ทำให้ Rust เขียน GPU kernel ที่ปลอดภัยในระหว่างการคอมไพล์","summary":"NVIDIA ประกาศ CUDA Rust ผ่าน NVlabs เปิดซอร์ส cuda-oxide (SIMT) และ cutile-rs (Tile) ทำให้ Rust คอมไพล์ GPU kernel ได้โดยตรง และใช้กฎเจ้าของเพื่อปฏิเสธข้อผิดพลาด buffer alias ในช่วงคอมไพล์","category":"行业动态","source":"MarkTechPost（RSS）","aggregationSource":"MarkTechPost（RSS）","pageTitle":"NVIDIA เปิดตัว CUDA Rust: cuda-oxide และ cutile-rs ทำให้ Rust เขียน GPU kernel ที่ปลอดภัยในระหว่างการคอมไพล์ - ข่าว AI Aioga","description":"NVIDIA ประกาศ CUDA Rust ผ่าน NVlabs เปิดซอร์ส cuda-oxide (SIMT) และ cutile-rs (Tile) ทำให้ Rust คอมไพล์ GPU kernel ได้โดยตรง และใช้กฎเจ้าของเพื่อปฏิเสธข้อผิดพลาด buffer alias ในช่ว...","url":"https://www.aioga.com/th/news/cmtt3gk6q02s9rowa2ejtgw2x/","contentTranslated":true,"sourceHash":"dc3fd10fbeb1c72a","translatedAt":"2026-09-08T20:47:46.654Z"},"pl":{"title":"NVIDIA wprowadza CUDA Rust: cuda-oxide i cutile-rs pozwalają na pisanie bezpiecznych w czasie kompilacji kernelów GPU w Rust","summary":"NVIDIA ogłosiła CUDA Rust, umożliwiając natywne kompilowanie rdzeni GPU w Rust dzięki otwartoźródłowym projektom NVlabs cuda-oxide (SIMT) i cutile-rs (Tile), a dzięki zasadom własności odrzuca błędy aliasowania buforów w czasie kompilacji.","category":"行业动态","source":"MarkTechPost（RSS）","aggregationSource":"MarkTechPost（RSS）","pageTitle":"NVIDIA wprowadza CUDA Rust: cuda-oxide i cutile-rs pozwalają na pisanie bezpiecznych w czasie kompilacji kernelów GPU w Rust - Aioga Wiadomości AI","description":"NVIDIA ogłosiła CUDA Rust, umożliwiając natywne kompilowanie rdzeni GPU w Rust dzięki otwartoźródłowym projektom NVlabs cuda-oxide (SIMT) i cutile-rs (Tile), a dzięki zasadom własn...","url":"https://www.aioga.com/pl/news/cmtt3gk6q02s9rowa2ejtgw2x/","contentTranslated":true,"sourceHash":"dc3fd10fbeb1c72a","translatedAt":"2026-09-08T20:48:25.412Z"}},"evidenceTier":"verified-news","reviewStatus":"automated-ingest","indexable":true,"editorialCover":""}}