NVLink
Mar 18, 2024
NVIDIA GB200 NVL72 Delivers Trillion-Parameter LLM Training and Real-Time Inference
What is the interest in trillion-parameter models? We know many of the use cases today and interest is growing due to the promise of an increased capacity for:...
9 MIN READ
Nov 28, 2023
One Giant Superchip for LLMs, Recommenders, and GNNs: Introducing NVIDIA GH200 NVL32
At AWS re:Invent 2023, AWS and NVIDIA announced that AWS will be the first cloud provider to offer NVIDIA GH200 Grace Hopper Superchips interconnected with...
9 MIN READ
Nov 08, 2023
Setting New Records at Data Center Scale Using NVIDIA H100 GPUs and NVIDIA Quantum-2 InfiniBand
Generative AI is rapidly transforming computing, unlocking new use cases and turbocharging existing ones. Large language models (LLMs), such as OpenAI’s GPT...
19 MIN READ
Oct 24, 2023
Reduce Apache Spark ML Compute Costs with New Algorithms in Spark RAPIDS ML Library
Spark RAPIDS ML is an open-source Python package enabling NVIDIA GPU acceleration of PySpark MLlib. It offers PySpark MLlib DataFrame API compatibility and...
8 MIN READ
Sep 28, 2023
NVIDIA H100 System for HPC and Generative AI Sets Record for Financial Risk Calculations
Generative AI is taking the world by storm, from large language models (LLMs) to generative pretrained transformer (GPT) models to diffusion models. NVIDIA is...
7 MIN READ
Aug 29, 2023
Pioneering 5G OpenRAN Advancements with Accelerated Computing and NVIDIA Aerial
NVIDIA is driving fast-paced innovation in 5G software and hardware across the ecosystem with its OpenRAN-compatible 5G portfolio. Accelerated computing...
5 MIN READ
Jun 27, 2023
Breaking MLPerf Training Records with NVIDIA H100 GPUs
At the heart of the rapidly expanding set of AI-powered applications are powerful AI models. Before these models can be deployed, they must be trained through a...
15 MIN READ
May 28, 2023
Announcing NVIDIA DGX GH200: The First 100 Terabyte GPU Memory System
At COMPUTEX 2023, NVIDIA announced the NVIDIA DGX GH200, which marks another breakthrough in GPU-accelerated computing to power the most demanding giant AI...
6 MIN READ
Aug 23, 2022
Upgrading Multi-GPU Interconnectivity with the Third-Generation NVIDIA NVSwitch
Increasing demands in AI and high-performance computing (HPC) are driving a need for faster, more scalable interconnects with high-speed communication between...
13 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
Apr 12, 2021
Optimizing Data Movement in GPU Applications with the NVIDIA Magnum IO Developer Environment
Magnum IO is the collection of IO technologies from NVIDIA and Mellanox that make up the IO subsystem of the modern data center and enable applications at...
8 MIN READ
Feb 12, 2021
Improving GPU Application Performance with NVIDIA CUDA 11.2 Device Link Time Optimization
CUDA 11.2 features the powerful link time optimization (LTO) feature for device code in GPU-accelerated applications. Device LTO brings the performance...
14 MIN READ
Jan 22, 2021
Accelerating NVSHMEM 2.0 Team-Based Collectives Using NCCL
NVSHMEM 2.0 is introducing a new API for performing collective operations based on the Team Management feature of the OpenSHMEM 1.5 specification. A team is a...
9 MIN READ
Dec 18, 2020
Optimizing Data Transfer Using Lossless Compression with NVIDIA nvcomp
One of the most interesting applications of compression is optimizing communications in GPU applications. GPUs are getting faster every year. For some apps,...
17 MIN READ
Dec 08, 2020
Fast, Flexible Allocation for NVIDIA CUDA with RAPIDS Memory Manager
When I joined the RAPIDS team in 2018, NVIDIA CUDA device memory allocation was a performance problem. RAPIDS cuDF allocates and deallocates memory at high...
24 MIN READ
Oct 20, 2020
Accelerating IO in the Modern Data Center: Network IO
This is the second post in the Accelerating IO series, which describes the architecture, components, and benefits of Magnum IO, the IO subsystem of the modern...
19 MIN READ