CUDA-X

Sep 25, 2025
How to GPU-Accelerate Model Training with CUDA-X Data Science
In previous posts on AI in manufacturing and operations, we covered the unique data challenges in the supply chain and how smart feature engineering can...
8 MIN READ

Sep 16, 2025
Autodesk Research Brings Warp Speed to Computational Fluid Dynamics on NVIDIA GH200
Computer-aided engineering (CAE) forms the backbone for modern product development across industries, from designing safer aircraft to optimizing renewable...
8 MIN READ

Sep 02, 2025
Improving GEMM Kernel Auto-Tuning Efficiency on NVIDIA GPUs with Heuristics and CUTLASS 4.2
Selecting the best possible General Matrix Multiplication (GEMM) kernel for a specific problem and hardware is a significant challenge. The performance of a...
8 MIN READ

Aug 06, 2025
What’s New and Important in CUDA Toolkit 13.0
The newest update to the CUDA Toolkit, version 13.0, features advancements to accelerate computing on the latest NVIDIA CPUs and GPUs. As a major release, it...
19 MIN READ

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
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

May 15, 2025
Simplify Setup and Boost Data Science in the Cloud using NVIDIA CUDA-X and Coiled
Imagine analyzing millions of NYC ride-share journeys—tracking patterns across boroughs, comparing service pricing, or identifying profitable pickup...
10 MIN READ

Dec 19, 2024
AI Vision Helps Green Recycling Plants
Each year, the world recycles only around 13% of its two billion-plus tons of municipal waste. By 2050, the world's annual municipal waste will reach 3.88B...
4 MIN READ