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Measuring the GPU Occupancy of Multi-stream Workloads

Image of Nsight Systems report.NVIDIA GPUs are becoming increasingly powerful with each new generation. This increase generally comes in two forms. Each streaming multi-processor (SM), the…Image of Nsight Systems report.

NVIDIA GPUs are becoming increasingly powerful with each new generation. This increase generally comes in two forms. Each streaming multi-processor (SM), the workhorse of the GPU, can execute instructions faster and faster, and the memory system can deliver data to the SMs at an ever-increasing pace. At the same time, the number of SMs also typically increases with each generation…

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Pushing the Boundaries of Speech Recognition with NVIDIA NeMo Parakeet ASR Models

Image of two people sitting in their cubicles with speech recognition visualizations in the background.NVIDIA NeMo, an end-to-end platform for the development of multimodal generative AI models at scale anywhere—on any cloud and on-premises—released the…Image of two people sitting in their cubicles with speech recognition visualizations in the background.

NVIDIA NeMo, an end-to-end platform for the development of multimodal generative AI models at scale anywhere—on any cloud and on-premises—released the Parakeet family of automatic speech recognition (ASR) models. These state-of-the-art ASR models, developed in collaboration with Suno.ai, transcribe spoken English with exceptional accuracy. This post details Parakeet ASR models that are…

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Turbocharge ASR Accuracy and Speed with NVIDIA NeMo Parakeet-TDT

NVIDIA NeMo, an end-to-end platform for developing multimodal generative AI models at scale anywhere—on any cloud and on-premises—recently released…

NVIDIA NeMo, an end-to-end platform for developing multimodal generative AI models at scale anywhere—on any cloud and on-premises—recently released Parakeet-TDT. This new addition to the NeMo ASR Parakeet model family boasts better accuracy and 64% greater speed over the previously best model, Parakeet-RNNT-1.1B. This post explains Parakeet-TDT and how to use it to generate highly accurate…

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New Standard for Speech Recognition and Translation from the NVIDIA NeMo Canary Model

Decorative image of text and speech recognition processes encircling the globe.NVIDIA NeMo is an end-to-end platform for the development of multimodal generative AI models at scale anywhere—on any cloud and on-premises. The NeMo team…Decorative image of text and speech recognition processes encircling the globe.

NVIDIA NeMo is an end-to-end platform for the development of multimodal generative AI models at scale anywhere—on any cloud and on-premises. The NeMo team just released Canary, a multilingual model that transcribes speech in English, Spanish, German, and French with punctuation and capitalization. Canary also provides bi-directional translation, between English and the three other supported…

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Wide Open: NVIDIA Accelerates Inference on Meta Llama 3

NVIDIA today announced optimizations across all its platforms to accelerate Meta Llama 3, the latest generation of the large language model (LLM). The open model combined with NVIDIA accelerated computing equips developers, researchers and businesses to innovate responsibly across a wide variety of applications. Trained on NVIDIA AI Meta engineers trained Llama 3 on a
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Up to No Good: ‘No Rest for the Wicked’ Early Access Launches on GeForce NOW

It’s time to get a little wicked. Members can now stream No Rest for the Wicked from the cloud. It leads six new games joining the GeForce NOW library of more than 1,500 games. Holy Moly No Rest for the Wicked is the highly anticipated action role-playing game from Moon Studios, developer of the Ori
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NVIDIA Honors Partners of the Year in Europe, Middle East, Africa

NVIDIA today recognized 18 partners in Europe, the Middle East and Africa for their achievements and commitment to driving AI adoption. The recipients were honored at the annual EMEA Partner Day hosted by the NVIDIA Partner Network (NPN). The awards span seven categories that highlight the various ways partners work with NVIDIA to transform the
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Advancing Medical Image Decoding with GPU-Accelerated nvImageCodec

This post delves into the capabilities of decoding DICOM medical images within AWS HealthImaging using the nvJPEG2000 library. We’ll guide you through the…

This post delves into the capabilities of decoding DICOM medical images within AWS HealthImaging using the nvJPEG2000 library. We’ll guide you through the intricacies of image decoding, introduce you to AWS HealthImaging, and explore the advancements enabled by GPU-accelerated decoding solutions. Embarking on a journey to enhance throughput and reduce costs in deciphering medical images…

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Seeing Beyond: Living Optics CEO Robin Wang on Democratizing Hyperspectral Imaging

Step into the realm of the unseen with Robin Wang, CEO of Living Optics. The startup cofounder discusses the power of hyperspectral imaging with AI Podcast host Noah Kravitz in an episode recorded live at the NVIDIA GTC global AI conference. Living Optics’ hyperspectral imaging camera, which can capture visual data across 96 colors, reveals
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Moving Pictures: Transform Images Into 3D Scenes With NVIDIA Instant NeRF

NVIDIA RTX technology-powered AI helps turn such an imagination into reality. Using Instant NeRF, creatives are transforming collections of still images into digital 3D scenes in just seconds.