CUDA

Jan 14, 2025

Upcoming Event: CUDA Developer Meet Up in Silicon Valley

Whether you’re just starting your GPU programming journey or you’re a CUDA ninja looking to share advanced techniques, join us in San Jose on 1/30/25.
1 MIN READ
Dec 19, 2024

RAPIDS 24.12 Introduces cuDF on PyPI, CUDA Unified Memory for Polars, and Faster GNNs

RAPIDS 24.12 introduces cuDF packages to PyPI, speeds up groupby aggregations and reading files from AWS S3, enables larger-than-GPU memory queries in the...
8 MIN READ
Dec 18, 2024

Security for Data Privacy in Federated Learning with CUDA-Accelerated Homomorphic Encryption in XGBoost

XGBoost is a machine learning algorithm widely used for tabular data modeling. To expand the XGBoost model from single-site learning to multisite collaborative...
10 MIN READ
Dec 14, 2024

Introducing Tile-Based Programming in Warp 1.5.0

With the latest release of Warp 1.5.0, developers now have access to new tile-based programming primitives in Python. Leveraging cuBLASDx and cuFFTDx, these new...
14 MIN READ
Dec 10, 2024

NVIDIA CUDA-Q Runs Breakthrough Logical Qubit Application on Infleqtion QPU

Infleqtion, a world leader in neutral atom quantum computing, used the NVIDIA CUDA-Q platform to first simulate, and then orchestrate the first-ever...
6 MIN READ
Dec 05, 2024

Spotlight: Perplexity AI Serves 400 Million Search Queries a Month Using NVIDIA Inference Stack

The demand for AI-enabled services continues to grow rapidly, placing increasing pressure on IT and infrastructure teams. These teams are tasked with...
7 MIN READ
The NVIDIA and AWS logos in white and green on a black background.
Dec 02, 2024

Accelerated Quantum Supercomputing with the NVIDIA CUDA-Q and Amazon Braket Integration

As quantum computers scale, tasks such as controlling quantum hardware and performing quantum error correction become increasingly complex. Overcoming these...
6 MIN READ
Nov 21, 2024

Best Practices for Multi-GPU Data Analysis Using RAPIDS with Dask

As we move towards a more dense computing infrastructure, with more compute, more GPUs, accelerated networking, and so forth—multi-gpu training and analysis...
5 MIN READ
Photo of a power line against city lights at twilight.
Nov 19, 2024

NVIDIA cuDSS Library Removes Barriers to Optimizing the US Power Grid

In the wake of ever-growing power demands, power systems optimization (PSO) of power grids is crucial for ensuring efficient resource management,...
7 MIN READ
Google QPU development enabling dynamics simulations
Nov 18, 2024

Accelerating Google’s QPU Development with New Quantum Dynamics Capabilities

Quantum dynamics describes how complex quantum systems evolve in time and interact with their surroundings. Simulating quantum dynamics is extremely difficult...
11 MIN READ
Diagrammatic representation of the surface code an important quantum error correction code included in the CUDA-Q QEC library.
Nov 18, 2024

Introducing NVIDIA CUDA-QX Libraries for Accelerated Quantum Supercomputing

Accelerated quantum supercomputing combines the benefits of AI supercomputing with quantum processing units (QPUs) to develop solutions to some of the world’s...
14 MIN READ
Nov 18, 2024

NVIDIA Partners Accelerate Quantum Breakthroughs with AI Supercomputing

NVIDIA’s vision of accelerated quantum supercomputers integrates quantum hardware and AI supercomputing to turn today’s quantum processors into tomorrow’s...
8 MIN READ
Code showing how to use epilogs with matrix multiplication in nvmath-python.
Nov 18, 2024

Fusing Epilog Operations with Matrix Multiplication Using nvmath-python

nvmath-python (Beta) is an open-source Python library, providing Python programmers with access to high-performance mathematical operations from NVIDIA CUDA-X...
8 MIN READ
A photo of two GPU clusters and another picture of four scientific computing workflows demonstrating computational fluid dynamics.
Nov 18, 2024

Effortlessly Scale NumPy from Laptops to Supercomputers with NVIDIA cuPyNumeric

Python is the most common programming language for data science, machine learning, and numerical computing. It continues to grow in popularity among scientists...
12 MIN READ
A protein structure illustration.
Nov 13, 2024

Boost Alphafold2 Protein Structure Prediction with GPU-Accelerated MMseqs2

The ability to compare the sequences of multiple related proteins is a foundational task for many life science researchers. This is often done in the form of a...
9 MIN READ
A Corgi at the vet.
Nov 12, 2024

AI That ‘Hears’ Heart Disease May Help Vets Diagnose Dogs

A new machine-learning algorithm that listens to digital heartbeat data could help veterinarians diagnose murmurs and early-stage heart disease in dogs....
3 MIN READ