CUDA

Intricate image of a QPU.
Nov 29, 2023

CUDA Quantum 0.5 Delivers New Features for Quantum-Classical Computing

CUDA Quantum is a platform for building quantum-classical computing applications. It is an open-source programming model for heterogeneous computing such as...
4 MIN READ
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Nov 21, 2023

Unlocking GPU Intrinsics in HLSL

There are some useful intrinsic functions in the NVIDIA GPU instruction set that are not included in standard graphics APIs. Updated from the original 2016 post...
9 MIN READ
Nov 17, 2023

Boosting Custom ROS Graphs Using NVIDIA Isaac Transport for ROS

NVIDIA Isaac Transport for ROS (NITROS) is the implementation of two hardware-acceleration features introduced with ROS 2 Humble-type adaptation and type...
11 MIN READ
An illustration representing HPC applications.
Nov 16, 2023

Unlock the Power of NVIDIA Grace and NVIDIA Hopper Architectures with Foundational HPC Software

High-performance computing (HPC) powers applications in simulation and modeling, healthcare and life sciences, industry and engineering, and more. In the modern...
7 MIN READ
Nov 07, 2023

CUDA-Accelerated Robot Motion Generation in Milliseconds with NVIDIA cuRobo

Real-time autonomous robot navigation powered by a fast motion-generation algorithm can enable applications in several industries such as food and services,...
3 MIN READ
Illustration: CuPy faster than NumPy
Nov 06, 2023

ICYMI: Leveraging the Power of GPUs with CuPy in Python

See how KDNuggets achieved 500x speedup using CuPy and NVIDIA CUDA on 3D arrays.
1 MIN READ
Nov 01, 2023

CUDA Toolkit 12.3 Delivers New Features for Accelerated Computing

The latest release of CUDA Toolkit continues to push the envelope of accelerated computing performance using the latest NVIDIA GPUs. New features of this...
4 MIN READ
Oct 24, 2023

Efficient CUDA Debugging: Memory Initialization and Thread Synchronization with NVIDIA Compute Sanitizer

NVIDIA Compute Sanitizer (NCS) is a powerful tool that can save you time and effort while improving the reliability and performance of your CUDA...
13 MIN READ
Decorative image of green transparent cube with tiered white lights inside.
Oct 22, 2023

Differentiable Slang: Example Applications

Differentiable Slang easily integrates with existing codebases—from Python, PyTorch, and CUDA to HLSL—to aid multiple computer graphics tasks and enable...
6 MIN READ
Oct 22, 2023

Differentiable Slang: A Shading Language for Renderers That Learn

NVIDIA just released a SIGGRAPH Asia 2023 research paper, SLANG.D: Fast, Modular and Differentiable Shader Programming. The paper shows how a single language...
12 MIN READ
Oct 05, 2023

Just Released: NVIDIA HPC SDK 23.9

This NVIDIA HPC SDK 23.9 update expands platform support and provides minor updates.
1 MIN READ
Image of GPU on black background with an artful spotlight.
Sep 28, 2023

NVIDIA H100 System for HPC and Generative AI Sets Record for Financial Risk Calculations

Generative AI is taking the world by storm, from large language models (LLMs) to generative pretrained transformer (GPT) models to diffusion models. NVIDIA is...
7 MIN READ
Class learning with laptops
Sep 25, 2023

New Video Series: CUDA Developer Tools Tutorials

GPU acceleration is enabling faster and more intelligent applications than ever before, and the CUDA Toolkit is key to harnessing acceleration on NVIDIA GPUs....
3 MIN READ
Decorative image of two boxes with libcuda.sym labels.
Sep 07, 2023

NVIDIA CUDA Toolkit Symbol Server

NVIDIA has already made available a GPU driver binary symbols server for Windows. Now, NVIDIA is making available a repository of CUDA Toolkit symbols for...
3 MIN READ
A woman working at a laptop.
Aug 30, 2023

New Video Tutorial: Profiling and Debugging NVIDIA CUDA Applications

Episode 5 of the NVIDIA CUDA Tutorials Video series is out. Jackson Marusarz, product manager for Compute Developer Tools at NVIDIA, introduces a suite of tools...
2 MIN READ
Aug 22, 2023

Simplifying GPU Application Development with Heterogeneous Memory Management

Heterogeneous Memory Management (HMM) is a CUDA memory management feature that extends the simplicity and productivity of the CUDA Unified Memory programming...
16 MIN READ