Recommenders / Personalization

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
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May 15, 2023

Efficiently Scale LLM Training Across a Large GPU Cluster with Alpa and Ray

Recent years have seen a proliferation of large language models (LLMs) that extend beyond traditional language tasks to generative AI. This includes models like...
16 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
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Apr 19, 2023

Model Parallelism Virtual Workshop

Learn to build and deploy large neural networks to production with this virtual workshop on May 3 from the NVIDIA Deep Learning Institute.
1 MIN READ
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Apr 18, 2023

New GPU Library Lowers Compute Costs for Apache Spark ML

Spark MLlib is a key component of Apache Spark for large-scale machine learning and provides built-in implementations of many popular machine learning...
6 MIN READ
Gif scrolling through different workflow examples such as personalized recommenders, speech AI, and route optimization.
Mar 22, 2023

ICYMI: New and Updated AI Workflows Announced at NVIDIA GTC 2023

NVIDIA showed how AI workflows can be leveraged to help you accelerate the development of AI solutions to address a range of use cases at NVIDIA GTC 2023. AI...
7 MIN READ
Picture of L4 GPU on a black background.
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
An illustration of production AI workflow applications such as video conferencing, computer vision, and robotics.
Mar 21, 2023

Catapulting Enterprises to the Leading Edge of AI with NVIDIA AI Enterprise 3.1

Generative AI has marked an important milestone in the AI revolution journey. We are at a fundamental breaking point where enterprises are not only getting...
4 MIN READ
Featured image of computer screens in stylized design.
Mar 15, 2023

End-to-End AI for NVIDIA-Based PCs: NVIDIA TensorRT Deployment

This post is the fifth in a series about optimizing end-to-end AI. NVIDIA TensorRT is a solution for speed-of-light inference deployment on NVIDIA hardware....
10 MIN READ
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Mar 06, 2023

Top Deep Learning Sessions at NVIDIA GTC 2023

Explore the latest tools, optimizations, and best practices for deep learning training and inference.
1 MIN READ
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Mar 02, 2023

Top Recommender System Sessions at NVIDIA GTC 2023

Get training, insights, and access to experts for the latest in recommender systems.
1 MIN READ
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Mar 01, 2023

Offline to Online: Feature Storage for Real-time Recommendation Systems with NVIDIA Merlin

Recommendation models have progressed rapidly in recent years due to advances in deep learning and the use of vector embeddings. The growing complexity of these...
14 MIN READ
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Feb 24, 2023

Top Data Science Sessions at NVIDIA GTC 2023

Learn about the latest AI and data science breakthroughs from leading data science teams at NVIDIA GTC 2023.
1 MIN READ
Black background with bright green sound waves and GTC banner in the corner.
Feb 14, 2023

Top Speech AI Developer Day Sessions at NVIDIA GTC 2023

Explore the latest advances in accurate and customizable automatic speech recognition, multi-language translation, and text-to-speech.
1 MIN READ
GPU, cell phone, woman on monitor
Feb 01, 2023

New cuBLAS 12.0 Features and Matrix Multiplication Performance on NVIDIA Hopper GPUs

The NVIDIA H100 Tensor Core GPU, based on the NVIDIA Hopper architecture with the fourth generation of NVIDIA Tensor Cores, recently debuted delivering...
10 MIN READ
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Jan 20, 2023

New Hands-on Lab: Build Session-Based Recommenders 

Learn how to streamline building state-of-the-art session-based recommender pipelines with this free hands-on lab.
1 MIN READ