CUDA

Jul 02, 2025

Advanced NVIDIA CUDA Kernel Optimization Techniques: Handwritten PTX

As accelerated computing continues to drive application performance in all areas of AI and scientific computing, there's a renewed interest in GPU optimization...
11 MIN READ
Jun 18, 2025

Compiler Explorer: An Essential Kernel Playground for CUDA Developers

Have you ever wondered exactly what the CUDA compiler generates when you write GPU kernels? Ever wanted to share a minimal CUDA example with a colleague...
7 MIN READ
Jun 18, 2025

AI in Manufacturing and Operations at NVIDIA: Accelerating ML Models with NVIDIA CUDA-X Data Science

NVIDIA leverages data science and machine learning to optimize chip manufacturing and operations workflows—from wafer fabrication and circuit probing to...
8 MIN READ
Jun 17, 2025

R2D2: Building AI-based 3D Robot Perception and Mapping with NVIDIA Research

Robots must perceive and interpret their 3D environments to act safely and effectively. This is especially critical for tasks such as autonomous navigation,...
13 MIN READ
Jun 12, 2025

Accelerated Sequence Alignment for Protein Science with MMseqs2-GPU and NVIDIA NIM

Protein sequence alignment—comparing protein sequences for similarities—is fundamental to modern biology and medicine. It illuminates gene functions by...
9 MIN READ
Jun 11, 2025

Building Photorealistic Digital Twins With Siemens Teamcenter Digital Reality Viewer

Modern products often consist of millions of parts and require intricate design and collaboration. The industrial world is facing significant challenges in...
4 MIN READ
Jun 04, 2025

Maximizing OpenMM Molecular Dynamics Throughput with NVIDIA Multi-Process Service

Molecular dynamics (MD) simulations model atomic interactions over time and require significant computational power. However, many simulations have small...
7 MIN READ
May 23, 2025

AI Transforms Brain MRIs Into Potential Stroke Predictors

Researchers, using AI to analyze routine brain scans, have discovered a promising new method to reliably identify a common but hard-to-detect precursor of many...
3 MIN READ
May 22, 2025

Blackwell Breaks the 1,000 TPS/User Barrier With Meta’s Llama 4 Maverick

NVIDIA has achieved a world-record large language model (LLM) inference speed. A single NVIDIA DGX B200 node with eight NVIDIA Blackwell GPUs can achieve over...
9 MIN READ
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May 14, 2025

Get Trained and Certified at GTC Paris at VivaTech 2025

Join us at GTC Paris on June 10th and choose from six full-day, instructor-led workshops.
1 MIN READ
May 12, 2025

Just Released: NVIDIA Warp is Now Open-Source Under Apache 2.0

NVIDIA Warp, a simulation computing framework, is now accessible to all developers.
1 MIN READ
May 09, 2025

CUDA C++ Compiler Updates Impacting ELF Visibility and Linkage

In the next CUDA major release, CUDA 13.0, NVIDIA is introducing two significant changes to the NVIDIA CUDA Compiler Driver (NVCC) that will impact ELF...
11 MIN READ
May 05, 2025

Just Released: CUDA 12.9

New features include enhancements to confidential computing and family-specific features and targets supported by NVCC.
1 MIN READ
May 02, 2025

An Even Easier Introduction to CUDA (Updated)

Note: This blog post was originally published on Jan 25, 2017, but has been edited to reflect new updates. This post is a super simple introduction to CUDA, the...
16 MIN READ
May 01, 2025

NVIDIA Blackwell and NVIDIA CUDA 12.9 Introduce Family-Specific Architecture Features

One of the earliest architectural design decisions that went into the CUDA platform for NVIDIA GPUs was support for backward compatibility of GPU code. This...
14 MIN READ
An image representing matrix multiplication.
May 01, 2025

Boosting Matrix Multiplication Speed and Flexibility with NVIDIA cuBLAS 12.9

The NVIDIA CUDA-X math libraries empower developers to build accelerated applications for AI, scientific computing, data processing, and more.   Two...
8 MIN READ