CUDA

May 18, 2023

QHack Results Highlight Quantum Computing Applications and Tools on GPUs

QHack is an educational conference and the world’s largest quantum machine learning (QML) hackathon. This year at QHack 2023, 2,850 individuals from 105...

9 MIN READ

May 17, 2023

Webinar: Performant Multiphase Flow Simulation at Leadership-Class Scale

On June 6, learn how researchers use OpenACC for GPU acceleration of multiphase and compressible flow solvers that obtain speedups at scale.

1 MIN READ

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May 17, 2023

Advanced API Performance: CPUs

This post covers CPU best practices when working with NVIDIA GPUs. To get a high and consistent frame rate in your applications, see all Advanced API...

4 MIN READ

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May 16, 2023

Asynchronous Error Reporting: When printf Just Won’t Do

Some programming situations call for reporting “soft” errors asynchronously. While printf can be a useful tool, it can increase register use and impact...

17 MIN READ

May 04, 2023

Increasing Throughput and Reducing Costs for AI-Based Computer Vision with CV-CUDA

Real-time cloud-scale applications that involve AI-based computer vision are growing rapidly. The use cases include image understanding, content creation,...

11 MIN READ

Apr 28, 2023

Microsoft and TempoQuest Accelerate Wind Energy Forecasts with AceCast

Accurate weather modeling is essential for companies to properly forecast renewable energy production and plan for natural disasters. Ineffective and...

7 MIN READ

Apr 14, 2023

A Guide to CUDA Graphs in GROMACS 2023

GPUs continue to get faster with each new generation, and it is often the case that each activity on the GPU (such as a kernel or memory copy) completes very...

13 MIN READ

Apr 04, 2023

Topic Modeling and Image Classification with Dataiku and NVIDIA Data Science

The Dataiku platform for everyday AI simplifies deep learning. Use cases are far-reaching, from image classification to object detection and natural language...

11 MIN READ

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Mar 22, 2023

SDKs Accelerating Industry 5.0, Data Pipelines, Computational Science, and More Featured at NVIDIA GTC 2023

At NVIDIA GTC 2023, NVIDIA unveiled notable updates to its suite of NVIDIA AI software for developers to accelerate computing. The updates reduce costs in...

10 MIN READ

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Mar 21, 2023

Supercharging AI Video and AI Inference Performance with NVIDIA L4 GPUs

NVIDIA T4 was introduced 4 years ago as a universal GPU for use in mainstream servers. T4 GPUs achieved widespread adoption and are now the highest-volume...

10 MIN READ

Mar 07, 2023

Developing an End-to-End Auto Labeling Pipeline for Autonomous Vehicle Perception

Accurately annotated datasets are crucial for camera-based deep learning algorithms to perform autonomous vehicle perception. However, manually labeling data is...

6 MIN READ

Mar 06, 2023

Maximizing Performance with Massively Parallel Hash Maps on GPUs

Decades of computer science history have been devoted to devising solutions for efficient storage and retrieval of information. Hash maps (or hash tables) are a...

19 MIN READ

Mar 01, 2023

Just Released: CUDA Toolkit 12.1

Available now for download, the CUDA Toolkit 12.1 release provides support for NVIDIA Hopper and NVIDIA Ada Lovelace architecture.

1 MIN READ

Feb 28, 2023

Just Released: NVIDIA Nsight Compute 2023.1

NVIDIA Nsight Compute 2023.1 adds more metrics and usability to the source view, a sample for shared memory banks, and improves the application replay...

1 MIN READ

Feb 10, 2023

Fast Large-Scale Agent-based Simulations on NVIDIA GPUs with FLAME GPU

The COVID-19 pandemic has brought the focus of agent-based modeling and simulation (ABMS) to the public’s attention. It’s a powerful computational technique...

19 MIN READ

Jan 31, 2023

Accelerating Python Applications with cuNumeric and Legate

cuNumeric is a library that aims to provide a distributed and accelerated drop-in replacement for the NumPy API that supports all NumPy features, such as...

13 MIN READ