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 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
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
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
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
Oct 24, 2024

Bridging the CUDA C++ Ecosystem and Python Developers with Numbast

By enabling CUDA kernels to be written in Python similar to how they can be implemented within C++, Numba bridges the gap between the Python ecosystem and the...
8 MIN READ
An array on MRI images.
Oct 17, 2024

AI Medical Imagery Model Offers Fast, Cost-Efficient Expert Analysis 

Researchers at UCLA have developed a new AI model that can expertly analyze 3D medical images of diseases in a fraction of the time it would otherwise take a...
4 MIN READ
Oct 09, 2024

Just Released: Updated Math Libraries in CUDA Toolkit 12.6.2

CUDA Toolkit 12.6.2 improves performance and provides new features in cuBLAS, cuSOLVER, and cuFFT LTO libraries.
1 MIN READ
Oct 07, 2024

Accelerating Reality Capture Workflows with AI and NVIDIA RTX GPUs

Reality capture creates highly accurate, detailed, and immersive digital representations of environments. Innovations in site scanning and accelerated data...
10 MIN READ