DGX

May 28, 2023

Announcing NVIDIA DGX GH200: The First 100 Terabyte GPU Memory System

At COMPUTEX 2023, NVIDIA announced NVIDIA DGX GH200, which marks another breakthrough in GPU-accelerated computing to power the most demanding giant AI...

6 MIN READ

May 28, 2023

Generative AI Sparks Life into Virtual Characters with NVIDIA ACE for Games

Generative AI technologies are revolutionizing how games are conceived, produced, and played. Game developers are exploring how these technologies impact 2D and...

5 MIN READ

May 19, 2023

Limit Order Book Dataset Generation for Accelerated Short-Term Price Prediction with RAPIDS

In the high-frequency trading world, thousands of market participants interact daily. In fact, high-frequency trading accounts for more than half of the US...

9 MIN READ

May 11, 2023

Power the Next Wave of Applications with NVIDIA BlueField-3 DPUs

ChatGPT, Stable Diffusion, DALL-E, and similar applications have awakened the world to generative AI. ChatGPT is the fastest-growing application in history. The...

9 MIN READ

May 05, 2023

Why Automatic Augmentation Matters

Deep learning models require hundreds of gigabytes of data to generalize well on unseen samples. Data augmentation helps by increasing the variability of...

13 MIN READ

Apr 18, 2023

High-Performance Storage on NVIDIA DGX Cloud with Oracle Cloud Infrastructure

The incredible advances of accelerated computing are powered by data. The role of data in accelerating AI workloads is crucial for businesses looking to stay...

6 MIN READ

Mar 27, 2023

AutoDMP Optimizes Macro Placement for Chip Design with AI and GPUs

Most modern digital chips integrate large numbers of macros in the form of memory blocks or analog blocks, like clock generators. These macros are often much...

12 MIN READ

Mar 20, 2023

Designing Digital Twins with Flexible Workflows on NVIDIA Base Command Platform

NVIDIA Base Command Platform provides the capabilities to confidently develop complex software that meets the performance standards required by scientific...

8 MIN READ

Mar 08, 2023

Scaling AI with MLOps and the NVIDIA Partner Ecosystem

AI is impacting every industry, from improving customer service and streamlining supply chains to accelerating cancer research. As enterprises invest in...

5 MIN READ

Dec 14, 2022

Explainer: What Is MLOps?

Machine learning operations, MLOps, are best practices for businesses to run AI successfully with help from an expanding smorgasbord of software products and...

1 MIN READ

Dec 06, 2022

Simplifying AI Development with NVIDIA Base Command Platform

The NVIDIA Base Command Platform enables an intuitive, fully featured development experience for AI applications. It was built to serve the needs of...

9 MIN READ

Nov 28, 2022

Explainer: What Is a Pod? What Is a Cluster?

Our digital lives run on collections of computers tightly linked on high-speed networks, and the latest one is an AI supercomputer called NVIDIA DGX SuperPOD.

1 MIN READ

Aug 22, 2022

Applying Language Model Techniques to Compose AI Music

Language models such as the NVIDIA Megatron-LM and OpenAI GPT-2 and GPT-3 have been used to enhance human productivity and creativity. Specifically, these...

11 MIN READ

Jul 12, 2022

Adapting P-Tuning to Solve Non-English Downstream Tasks

With the increasing demand for access to pretrained large language model (LLM) weights, the climate around LLM sharing is changing. Recently, Meta released Open...

15 MIN READ

Jun 30, 2022

The Full Stack Optimization Powering NVIDIA MLPerf Training v2.0 Performance

MLPerf benchmarks are developed by a consortium of AI leaders across industry, academia, and research labs, with the aim of providing standardized, fair, and...

14 MIN READ

May 25, 2022

Training a State-of-the-Art ImageNet-1K Visual Transformer Model using NVIDIA DGX SuperPOD

Recent work has demonstrated that large transformer models can achieve or advance the SOTA in computer vision tasks such as semantic segmentation and object...

9 MIN READ