Migrating CUDA to SYCL Achieved Up to 1.9x Performance Improvement
…CUDA API summary of CUDA code on an NVIDIA A100 GPU Figure 7. CUDA API summary of migrated SYCL code on an NVIDIA A100 GPU In the CUDA API summary part of…
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NVIDIA CUDA
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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 CUDAVideos
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Top stories
Nsight Compute Videos
…Nsight Compute 2020.1 (CUDA 11.0) | Lab Materials on GitHub GTC 2020: Optimizing CUDA Kernels in HPC Simulation and Visualization Codes Using NVIDIA Nsight Compute 2020.1 NVIDIA engineers and the…
CUDA Tile Programming Now Available for BASIC! | NVIDIA Technical Blog
…Running cuTile BASIC requires an NVIDIA GPU (compute capability 8.x or higher), NVIDIA Driver R580 or later, CUDA Toolkit 13.1+, Python 3.10+, and the cuTile BASIC package, allowing users…
NVIDIA RTX 50 SUPER Graphics Cards Reportedly Back on Track
["nvidia","rtx-5060","nvidia-cuda","rtx-5080","nvidia-geforce-rtx-50-series"]
Discussions and forums
NVIDIA releases CUDA-Oxide 0.1 for experimental Rust-to-CUDA compiler
NVIDIA releases CUDA-Oxide 0.1 for experimental Rust-to-CUDA compiler
NVIDIA releases CUDA-Oxide 0.1 for experimental Rust-to-CUDA compiler
NVIDIA releases CUDA-Oxide 0.1 for experimental Rust-to-CUDA compiler
CUDA Proves Nvidia Is a Software Company
CUDA Proves Nvidia Is a Software Company
[Megathread] Introducing NVIDIA RTX Spark
NVIDIA RTX Spark reinvents Windows PCs for the era of personal AI agents, offering a new class of computer that moves from tool to teammate. Designed for AI, creating and gaming, RTX Spark brings together 30 years of NVI…
Tell HN: Llamacpp now supports unified system RAM offloading on Linux
I'm a big fan of on-device AI inference for a million reasons, especially its potential to significantly reduce or even potentially eliminate the need for massive AI data center projects in the United States. But so far,…
6
NVIDIA Hopper & Blackwell GPU Support Moves Closer For Open-Source Nova Driver
…NBD-VRAM Provides Swap Space On Your NVIDIA GeForce GPUs NVIDIA Announces RTX Spark Superchip For Laptops & Desktops NVIDIA CUDA 13.3 Rolls Out CUDA Python 1.0, CUDA Tile For C…
MediaTek Confirms Cheaper Nvidia RTX Spark Chips With Twelve Cores
["nvidia","mediatek","nvidia-cuda"]
Getting Started with Nsight Compute
…Profiling NVIDIA Hopper and workflow enhancements The latest updates to CUDA developer tools include workflow enhancements, new supported environments, and profiling features for the latest NVIDIA Hopper-based platforms. Optimizing CUDA Machine…
TensorRT for RTX Download
…TensorRT for RTX 1.4 Available Versions TensorRT for RTX 1.4 CUDA 12.9 (Linux) TensorRT for RTX 1.4 CUDA 13.2 (Linux) TensorRT for RTX 1.4 CUDA 12…
NVIDIA NVbandwidth: Your Essential Tool for Measuring GPU Interconnect and Memory Performance | NVIDIA Technical Blog
…CUDA-enabled NVIDIA GPU CUDA toolkit (version 11.X or above for the single-node version and 12.3 for the multinode version) NVIDIA display driver compatible with the CUDA toolkit version…
Nsight Visual Studio Edition 2026.1
…NVIDIA Nsight Integration is a Visual Studio extension that allows you to access the power of the following NVIDIA Nsight standalone tools from within Visual Studio. Nsight Compute : CUDA application interactive kernel…