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URL: https://developer.nvidia.com/blog/tag/cuda-x/

⇱ Tag: CUDA-X | NVIDIA Technical Blog


CUDA-X

Jan 05, 2026

Inside the NVIDIA Vera Rubin Platform: Six New Chips, One AI Supercomputer

Update March 16, 2026: The NVIDIA Vera Rubin platform now has a seventh chip. Learn more about NVIDIA Groq 3 LPX: The Low-Latency Inference Accelerator for the...
63 MIN READ
Inside the NVIDIA Vera Rubin Platform: Six New Chips, One AI Supercomputer
Dec 15, 2025

NVIDIA CUDA-X Powers the New Sirius GPU Engine for DuckDB, Setting ClickBench Records

Sirius, an open-source GPU native SQL engine, achieved a new performance record on Clickbench—a widely used analytics benchmark. Developed by University of...
7 MIN READ
NVIDIA CUDA-X Powers the New Sirius GPU Engine for DuckDB, Setting ClickBench Records
Dec 02, 2025

Accelerating Real-Time Financial Decisions with Quantitative Portfolio Optimization

Financial portfolio optimization is a difficult yet essential task that has been consistently challenged by a trade-off between computational speed and model...
15 MIN READ
Accelerating Real-Time Financial Decisions with Quantitative Portfolio Optimization
Nov 13, 2025

Achieve CUTLASS C++ Performance with Python APIs Using CuTe DSL

CuTe, a core component of CUTLASS 3.x, provides a unified algebra for describing data layouts and thread mappings, and abstracts complex memory access patterns...
9 MIN READ
Achieve CUTLASS C++ Performance with Python APIs Using CuTe DSL
Oct 24, 2025

Unlocking Tensor Core Performance with Floating Point Emulation in cuBLAS

NVIDIA CUDA-X math libraries provide the fundamental numerical building blocks that enable developers to deploy accelerated applications across multiple...
11 MIN READ
Unlocking Tensor Core Performance with Floating Point Emulation in cuBLAS
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
How to GPU-Accelerate Model Training with CUDA-X Data Science
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
Autodesk Research Brings Warp Speed to Computational Fluid Dynamics on NVIDIA GH200
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
Improving GEMM Kernel Auto-Tuning Efficiency on NVIDIA GPUs with Heuristics and CUTLASS 4.2
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
What’s New and Important in CUDA Toolkit 13.0
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
Advanced NVIDIA CUDA Kernel Optimization Techniques: Handwritten PTX
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
AI in Manufacturing and Operations at NVIDIA: Accelerating ML Models with NVIDIA CUDA-X Data Science
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 locations....
10 MIN READ
Simplify Setup and Boost Data Science in the Cloud using NVIDIA CUDA-X and Coiled
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
AI Vision Helps Green Recycling Plants