A100

An image of Antarctica with moss growing. Featured image credit Dr. Krystal Randall
Oct 03, 2024

AI Investigates Antarctica's Disappearing Moss to Uncover Climate Change Clues

Antarctica plays a crucial role in regulating ‌Earth’s climate. Most climate research into the world’s coldest, most windswept continent focuses on the...
5 MIN READ
Oct 01, 2024

Evolving AI-Powered Game Development with Retrieval-Augmented Generation

Game development is a complex and resource-intensive process, particularly when using advanced tools like Unreal Engine. Developers find themselves navigating...
6 MIN READ
An African farmer using an AI-powered chatbot on a cell phone asking a farming related question.
Sep 27, 2024

AI Chatbot Delivers Multilingual Support to African Farmers

Some of Africa’s most resource-constrained farmers are gaining access to on-demand, AI-powered advice through a multimodal chatbot that gives detailed...
4 MIN READ
Sep 11, 2024

Scaling Up to One Billion Rows of Data in pandas using RAPIDS cuDF

The One Billion Row Challenge is a fun benchmark to showcase basic data processing operations. It was originally launched as a pure-Java competition, and has...
11 MIN READ
Sep 05, 2024

Achieving State-of-the-Art Zero-Shot Waveform Audio Generation across Audio Types

Stunning audio content is an essential component of virtual worlds. Audio generative AI plays a key role in creating this content, and NVIDIA is continuously...
6 MIN READ
A woolly mammoth and segments of DNA.
Jul 24, 2024

Researchers Use AI to Resurrect Extinct DNA for Fighting Pathogens 

Researchers using AI are mining the DNA of long-extinct species like woolly mammoths and giant sloths, looking for ancient genomic secrets to help fight...
5 MIN READ
May 09, 2024

Revolutionizing Graph Analytics: Next-Gen Architecture with NVIDIA cuGraph Acceleration

In our previous exploration of graph analytics, we uncovered the transformative power of GPU-CPU fusion using NVIDIA cuGraph. Building upon those insights, we...
9 MIN READ
May 08, 2024

Accelerate Generative AI Inference Performance with NVIDIA TensorRT Model Optimizer, Now Publicly Available

In the fast-evolving landscape of generative AI, the demand for accelerated inference speed remains a pressing concern. With the exponential growth in model...
9 MIN READ
Decorative image of graphs as light web.
Apr 03, 2024

Optimizing Memory and Retrieval for Graph Neural Networks with WholeGraph, Part 2

Large-scale graph neural network (GNN) training presents formidable challenges, particularly concerning the scale and complexity of graph data. These challenges...
5 MIN READ
Mar 14, 2024

Applying Mixture of Experts in LLM Architectures

Mixture of experts (MoE) large language model (LLM) architectures have recently emerged, both in proprietary LLMs such as GPT-4, as well as in community models...
12 MIN READ
Mar 05, 2024

Spotlight: Honeywell Accelerates Industrial Process Simulation with NVIDIA cuDSS

For over a decade, traditional industrial process modeling and simulation approaches have struggled to fully leverage multicore CPUs or acceleration devices to...
8 MIN READ
Decorative image of colorful protein structures.
Feb 28, 2024

Optimizing OpenFold Training for Drug Discovery

Predicting 3D protein structures from amino acid sequences has been an important long-standing question in bioinformatics. In recent years, deep...
7 MIN READ
Dec 12, 2023

Oracle Cloud Infrastructure Sets Quantitative Financial HPC Calculations Record with NVIDIA GPUs

NVIDIA A100 Tensor Core GPUs were featured in a stack that set several records in a recent STAC-A2™ benchmark standard based on financial market risk...
1 MIN READ
Nov 13, 2023

Optimize Energy Efficiency of Multi-Node VASP Simulations with NVIDIA Magnum IO

Computational energy efficiency has become a primary decision criterion for most supercomputing centers. Data centers, once built, are capped in terms of the...
17 MIN READ
Oct 13, 2023

Supercharge Graph Analytics at Scale with GPU-CPU Fusion for 100x Performance

Graphs form the foundation of many modern data and analytics capabilities to find relationships between people, places, things, events, and locations across...
11 MIN READ
Oct 05, 2023

Just Released: NVIDIA HPC SDK 23.9

This NVIDIA HPC SDK 23.9 update expands platform support and provides minor updates.
1 MIN READ