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NCCL Deep Dive: Cross Data Center Communication and Network Topology Awareness

As the scale of AI training increases, a single data center (DC) is not sufficient to deliver the required computational power. Most recent approaches to…

As the scale of AI training increases, a single data center (DC) is not sufficient to deliver the required computational power. Most recent approaches to address this challenge rely on multiple data centers being co-located or geographically distributed. In a recently open-sourced feature, the NVIDIA Collective Communication Library (NCCL) is now able to communicate across multiple data centers…

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Enhancing Multilingual Human-Like Speech and Voice Cloning with NVIDIA Riva TTS

While speech AI is used to build digital assistants and voice agents, its impact extends far beyond these applications. Core technologies like text-to-speech…

While speech AI is used to build digital assistants and voice agents, its impact extends far beyond these applications. Core technologies like text-to-speech (TTS) and automatic speech recognition (ASR) are driving innovation across industries. They’re enabling real-time translation, powering interactive digital humans, and even helping restore speech for individuals who’ve lost their voices.

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Forecasting the Weather Beyond Two Weeks Using NVIDIA Earth-2

Being able to predict extreme weather events is essential as such conditions become more common and destructive. Subseasonal climate forecasting—predicting…

Being able to predict extreme weather events is essential as such conditions become more common and destructive. Subseasonal climate forecasting—predicting weather two or more weeks in the future—underpins proactive decision making and risk management across sectors that are sensitive to weather fluctuations. It can help farmers better choose which crops to grow and manage their water…

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Improving Synthetic Data Augmentation and Human Action Recognition with SynthDa

A GIF showing SynthDa in action.Human action recognition is a capability in AI systems designed for safety-critical applications, such as surveillance, eldercare, and industrial monitoring….A GIF showing SynthDa in action.

Human action recognition is a capability in AI systems designed for safety-critical applications, such as surveillance, eldercare, and industrial monitoring. However, many real-world datasets are limited by data imbalance, privacy constraints, or insufficient coverage of rare but important actions such as falls or accidents. In this post, I present SynthDa, a modular synthetic data augmentation…

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A Gaming GPU Helps Crack the Code on a Thousand-Year Cultural Conversation

Ceramics — the humble mix of earth, fire and artistry — have been part of a global conversation for millennia. From Tang Dynasty trade routes to Renaissance palaces, from museum vitrines to high-stakes auction floors, they’ve carried culture across borders, evolving into status symbols, commodities and pieces of contested history. Their value has been shaped
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Indonesia on Track to Achieve Sovereign AI Goals With NVIDIA, Cisco and IOH

As one of the world’s largest emerging markets, Indonesia is making strides toward its “Golden 2045 Vision” — an initiative tapping digital technologies and bringing together government, enterprises, startups and higher education to enhance productivity, efficiency and innovation across industries. Building out the nation’s AI infrastructure is a crucial part of this plan. That’s why
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From Terabytes to Turnkey: AI-Powered Climate Models Go Mainstream

Today’s most widely used climate simulators often struggle: They can’t fully capture critical small-scale processes, like thunderstorms or towering tropical clouds, because of computational limits. To capture these features, scientists run ultra-high-resolution simulations called cloud-resolving models (CRMs). These simulations track how clouds form and evolve—but they’re so expensive, running one for a decade of global climate forecasts is practically impossible. What if we could distill the wisdom of these detailed simulations into a machine learning model that runs tens to hundreds of times faster?
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InfiniBand Multilayered Security Protects Data Centers and AI Workloads

In today’s data-driven world, security isn’t just a feature—it’s the foundation. With the exponential growth of AI, HPC, and hyperscale cloud computing, the…

In today’s data-driven world, security isn’t just a feature—it’s the foundation. With the exponential growth of AI, HPC, and hyperscale cloud computing, the integrity of the network fabric is more critical than ever. And while many networks add security features almost as an afterthought, security extends across every layer of NVIDIA Quantum InfiniBand. InfiniBand is well-known in performance…

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Accelerating Video Production and Customization with GliaCloud and NVIDIA Omniverse Libraries

The proliferation of generative AI video models, along with the new workflows these models have introduced, has significantly accelerated production efficiency…

The proliferation of generative AI video models, along with the new workflows these models have introduced, has significantly accelerated production efficiency and elevated output quality in creative and marketing technology industries. GliaCloud, a Taipei-based AI startup in the NVIDIA Inception program focused on autonomous marketer content creation, has recently open sourced Omniverse…

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Reach the ‘PEAK’ on GeForce NOW

Grab a friend and climb toward the clouds — PEAK is now available on GeForce NOW, enabling members to try the hugely popular indie hit on virtually any device. It’s one of four new games joining the cloud this week. Plus, members can look forward to Tony Hawk’s Pro Skater 3 + 4 coming soon.
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