Food Blog: Your Personalized Developer News from NVIDIA

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

Learn about the full-stack optimizations enabling NVIDIA platforms to deliver even more performance in MLPerf Training v2.0.

Upcoming Event: Recommender Systems Summit 2022

Join us to hear featured speakers from Netflix, Twitter, Weights & Biases, Coveo, and more discuss challenges building, training, optimizing, and deploying production-ready recommender systems.

Improving Enterprise IT Fraud Prevention

This post discusses infrastructure factors to consider, such as performance, hardware, and types of AI software for implementing a fraud prevention strategy.

DLI Course: Disaster Risk Monitoring Using Satellite Imagery

In collaboration with the United Nations, DLI is offering a new free online course focused on applying deep learning methods to generate accurate flood detection models.

Transformers4Rec: Building Session-Based Recommendations with an NVIDIA Merlin Library

Transformers4Rec makes it easy to use SOTA NLP architectures for sequential and session-based recommendation by leveraging HuggingFace Transformers.

Advanced API Performance: SetStablePowerState

This post covers best practices for using SetStablePowerState on NVIDIA GPUs. To get a high and consistent frame rate in your applications, see all Advanced API Performance tips.

Explore Resources and Activities for Jetson Nano Users with the "Summer of Jetson" from NVIDIA and SparkFun

Experience the "Summer of Jetson" now through Sept. 30, with quizzes, prizes, and a project showcase to learn about the joys of working with the Jetson Nano developer kit.

Boosting Application Performance with GPU Memory Access Tuning

In this post, we examine a method programmers can use to saturate memory bandwidth on a GPU.

Accelerating Your Network with Adaptive Routing for NVIDIA Spectrum Ethernet

This post introduces the adaptive routing technology for NVIDIA Spectrum Ethernet and provides preliminary performance benchmarks.

Build Custom Synthetic Data Generation Pipelines with Omniverse Replicator

Overcome data challenges and build high-quality synthetic data to accelerate the training and accuracy of AI perception networks with Omniverse Replicator, available in beta.

Accelerated Computing Holds the Key to Democratized Drug Discovery

Published in Nature Machine Intelligence, a panel of experts shares a vision for the future of biopharma featuring collaboration between ML and drug discovery powered by GPUs.

How to Evaluate AI in Your Vendor's Cybersecurity Solution

Considering new security software? AI and security experts Bartley Richardson and Daniel Rohrer from NVIDIA have advice: Ask a lot of questions.

Just Released: nvCOMP v2.3

The CUDA library, nvCOMP, now offers support for zStandard and Deflate standards, as well as modified-CRC32 checksum support and improved ANS performance.

Bridging the Divide Between CLI and Automation IT Teams with NVIDIA NVUE

Learn more about the NVIDIA NVUE object-oriented, schema-driven model of a complete Cumulus Linux system. The API enables you to configure any system element.

Experimenting with Novel Distributed Applications Using NVIDIA Flare 2.1

In this post, we introduce new features of NVIDIA FLARE v2.1 and walk through proof-of-concept and production deployments of the NVIDIA FLARE platform.

Just Released: CUTLASS v2.9

The latest version of CUTLASS offers users BLAS3 operators accelerated by tensor cores, Python integrations, GEMM compatibility extensions, and more.

An Easy Introduction to Speech AI

A simple introduction to speech AI technology, use cases, and benefits for practitioners.

Novel Transformer Model Achieves State-of-the-Art Benchmarks in 3D Medical Image Analysis

The NVIDIA Swin UNETR model is the first attempt for large-scale transformer-based self-supervised learning in 3D medical imaging.

Building a Computer Vision Application to Recognize Human Activities

This walkthrough shares how a user can quickly build and deploy a computer vision application with the NVIDIA NGC catalog and Google Vertex AI.

Just Released: cuTENSOR V1.5

The high-performance CUDA library for tensor primitives now features updates to increase support, fix bugs, stop false-positive CUDA API errors, and more.

AI is Changing How Enterprises Manage Edge Applications

AI-based applications demand entirely new tools and procedures to deploy and manage at the edge. Learn about the distinctive challenges associated with edge AI application deployment.

Just Released: cuSPARSELt v0.3

The NVIDIA cuSPARSELt update expands the high-performance CUDA library support for vectors of alpha and beta scalars, GeLu scaling, Split-K Mode, and more.

Boost AI Medical Device Streaming Workflows with the Clara Holoscan SDK

Clara Holoscan SDK 0.2 offers real-time AI inference capabilities and fast I/O for high-performance streaming applications in medical devices.

Expedite the Development, Testing, and Training of AI Robots with Isaac Sim

This release of Isaac Sim adds more tools for AI-based robotics including Isaac Gym support for RL, Isaac Cortex for cobot programming, and much more.

Minimizing Storage Usage on Jetson

Some NVIDIA Jetson modules have limited storage space, which imposes a challenge in packing applications and libraries. Here are ways to cut down on disk usage.

Improving GPU Utilization in Kubernetes

To improve NVIDIA GPU utilization in K8s clusters, we offer new GPU time-slicing APIs, enabling multiple GPU-accelerated workloads to time-slice and run on a single NVIDIA GPU.