A100

Photo of hardware system from Supermicro.
May 31, 2023

Decentralizing AI with a Liquid-Cooled Development Platform by Supermicro and NVIDIA

AI is the topic of conversation around the world in 2023. It is rapidly being adopted by all industries including media, entertainment, and broadcasting. To be...
5 MIN READ
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
Stock board
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
GPU
Feb 02, 2023

Benchmarking Deep Neural Networks for Low-Latency Trading and Rapid Backtesting on NVIDIA GPUs

Lowering response times to new market events is a driving force in algorithmic trading. Latency-sensitive trading firms keep up with the ever-increasing pace of...
8 MIN READ
Jun 16, 2022

Accelerating Quantized Networks with the NVIDIA QAT Toolkit for TensorFlow and NVIDIA TensorRT

We’re excited to announce the NVIDIA Quantization-Aware Training (QAT) Toolkit for TensorFlow 2 with the goal of accelerating the quantized networks with...
9 MIN READ
Jun 02, 2022

Fueling High-Performance Computing with Full-Stack Innovation

High-performance computing (HPC) has become the essential instrument of scientific discovery.  Whether it is discovering new, life-saving drugs, battling...
8 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
Aug 25, 2021

Deploying NVIDIA Triton at Scale with MIG and Kubernetes

NVIDIA Triton Inference Server is an open-source AI model serving software that simplifies the deployment of trained AI models at scale in production. Clients...
24 MIN READ
Jan 27, 2021

Accelerating AI Training with NVIDIA TF32 Tensor Cores

NVIDIA Ampere GPU architecture introduced the third generation of Tensor Cores, with the new TensorFloat32 (TF32) mode for accelerating FP32 convolutions and...
10 MIN READ
Jan 26, 2021

Adding More Support in NVIDIA GPU Operator

Editor's note: Interested in GPU Operator? Register for our upcoming webinar on January 20th, "How to Easily use GPUs with Kubernetes". Reliably provisioning...
6 MIN READ
Dec 16, 2020

Enhancing Memory Allocation with New NVIDIA CUDA 11.2 Features

CUDA is the software development platform for building GPU-accelerated applications, providing all the components needed to develop applications targeting every...
9 MIN READ
Dec 10, 2020

Supercharging the World’s Fastest AI Supercomputing Platform on NVIDIA HGX A100 80GB GPUs

Exploding model sizes in deep learning and AI, complex simulations in high-performance computing (HPC), and massive datasets in data analytics all continue to...
5 MIN READ
Nov 30, 2020

Getting the Most Out of the NVIDIA A100 GPU with Multi-Instance GPU

With the third-generation Tensor Core technology, NVIDIA recently unveiled A100 Tensor Core GPU that delivers unprecedented acceleration at every scale for AI,...
18 MIN READ
Nov 30, 2020

Getting Kubernetes Ready for the NVIDIA A100 GPU with Multi-Instance GPU

Multi-Instance GPU (MIG) is a new feature of the latest generation of NVIDIA GPUs, such as A100. It enables users to maximize the utilization of a single GPU by...
13 MIN READ
Nov 13, 2020

Getting Immediate Speedups with NVIDIA A100 TF32

The NVIDIA A100 brought the biggest single-generation performance gains ever in our company’s history. These speedups are a product of architectural...
5 MIN READ
Sep 22, 2020

Controlling Data Movement to Boost Performance on the NVIDIA Ampere Architecture

The NVIDIA Ampere architecture provides new mechanisms to control data movement within the GPU and CUDA 11.1 puts those controls into your hands. These...
8 MIN READ