NVIDIA JetPack SDK Downloads and Notes
…Supported Linux Distros Canonical Ubuntu 24.04 for Jetson AI Compute NVIDIA CUDA® 13.0.0 CuDNN 9.12.0 NVIDIA TensorRT™ 10.13.3.9 Graphics Vulkan 1.4 Vulkan SC…
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What Is CUDA?
CUDA is NVIDIA's platform for accelerated computing, providing the software layer that enables applications to harness the power of GPUs. Developers can program in languages such as C++, Python, and Fortran or leverage GPU-accelerated libraries and frameworks like PyTorch. This flexibility lets developers integrate GPU computing into any layer of their software stack to achieve optimal functionality and performance.The CUDA Toolkit, an integral component of the CUDA platform, provides the compiler, libraries, and developer tools required to develop GPU applications.
NVIDIA CUDAWhat’s CUDA All About Anyway?
Learn about the CUDA ecosystem that helps developers solve real-world challenges.
NVIDIA CUDATop stories
Deploy Agentic-Ready AI at the Edge with Memory Efficiency in NVIDIA JetPack 7.2 | NVIDIA Technical Blog
3d agoNVIDIA CUDA Tile로 C++에서 고성능 GPU 커널 개발하기
1w agoDevelop High-Performance GPU Kernels in C++ with NVIDIA CUDA Tile | NVIDIA Technical Blog
1w agoNVIDIA CUDA 13.3 Enhances GPU Development with Tile Programming in C++, Compiler Autotuning, and Python Updates | NVIDIA Technical Blog
1w agoNsight Compute 2026.1 - New Features
…Fixed issues in node-level profiling of CUDA device launchable graphs. For a complete overview of all NVIDIA® Nsight™ Compute features and access to resources, please visit the main Nsight™ Compute page…
NVIDIA JetPack SDK Downloads and Notes Archive
…Supported Linux Distros Canonical Ubuntu 24.04 for Jetson AI Compute NVIDIA CUDA® 13.0.0 CuDNN 9.12.0 NVIDIA TensorRT™ 10.13.3.9 Graphics Vulkan 1.4 Vulkan SC…
Accelerating Long-Context Model Training in JAX and XLA | NVIDIA Technical Blog
…These collectives leverage SHARP, in-network reductions, and multicast acceleration features of NVIDIA NVLINK Switch to enable latency-optimized one-shot and throughput-optimized two-shot AllReduce algorithms. The underlying CUDA interface…
NVIDIA Jetson でメモリ効率を最大化して大規模なモデルを実行
…で有効です。 NVIDIA Jetson Orin NX におけるカーブアウト領域とカーネルおよびユーザー空間の最適化は、システム全体の効率を向上させる重要な要素です。以下のセクションでは、これらのレイヤーを最適化する実践的な手法を紹介します。 カーブアウトの最適化 NVIDIA Jetson Orin NX と NVIDIA Jetson Orin Nano のカーブアウト領域は、特定のハードウェア エンジン、ファームウェア、リアルタイム サブシステムのために、起動時に予約される物理メモリです。Linux または NVIDIA CUDA アプリケーションはこれらにアクセスできず、オンチップのマイクロコントローラやアクセラレーターで使用されます…
NVIDIA Developer
…Chain Decision Systems Using NVIDIA cuOpt Agent Skills April 30, 2026 Build AI-Powered Games with NVIDIA DLSS 4.5, RTX, and Unreal Engine 5 Latest Releases CUDA Toolkit 13.1 DLSS…
How to Post-Train Autonomous Vehicle Models in Closed-Loop with NVIDIA Alpamayo | NVIDIA Technical Blog
Robotics How to Post-Train Autonomous Vehicle Models in Closed-Loop with NVIDIA Alpamayo May 31, 2026 By Boris Ivanovic and Marco Pavone Discuss (0) Discuss (0) L T F R E…
Build Personal AI Agents on Windows PCs with New Tools from Microsoft and NVIDIA | NVIDIA Technical Blog
["nvidia","windows-11","microsoft","qwen3","nvidia-cuda"]
Extract More Kernel Performance with NVIDIA CompileIQ Auto-Tuning | NVIDIA Technical Blog
…The release of NVIDIA CUDA 13.3 includes CompileIQ, an AI-powered compiler auto-tuning framework that uses evolutionary and genetic algorithms to optimize NVIDIA general purpose GPU compilers for individual workloads…
NVIDIA Technical Blog
…데이터센터의 NVIDIA Blackwell부터 에지의 Jetson까지 전 플랫폼을 지원하며, NVFP4 양자화·NIM 마이크로서비스·NeMo 파인튜닝으로 지금 바로 시작해 보세요. 4 MIN READ 2026년 4월 3일 CUDA Tile 프로그래밍, 이제 BASIC에서도! CUDA 13.1의…