Sony Pixel Power calrec Sony

NVIDIA and Microsoft Drive Innovation for Windows PCs in New Era of Generative AI

23/05/2023

Generative AI - in the form of large language model (LLM) applications like ChatGPT, image generators such as Stable Diffusion and Adobe Firefly, and game rendering techniques like NVIDIA DLSS 3 Frame Generation - is rapidly ushering in a new era of computing for productivity, content creation, gaming and more.

At the Microsoft Build developer conference, NVIDIA and Microsoft today showcased a suite of advancements in Windows 11 PCs and workstations with NVIDIA RTX GPUs to meet the demands of generative AI.

More than 400 Windows apps and games already employ AI technology, accelerated by dedicated processors on RTX GPUs called Tensor Cores. Today's announcements, which include tools to develop AI on Windows PCs, frameworks to optimize and deploy AI, and driver performance and efficiency improvements, will empower developers to build the next generation of Windows apps with generative AI at their core.

AI will be the single largest driver of innovation for Windows customers in the coming years, said Pavan Davuluri, corporate vice president of Windows silicon and system integration at Microsoft. By working in concert with NVIDIA on hardware and software optimizations, we're equipping developers with a transformative, high-performance, easy-to-deploy experience.

Develop Models With Windows Subsystem for Linux AI development has traditionally taken place on Linux, requiring developers to either dual-boot their systems or use multiple PCs to work in their AI development OS while still accessing the breadth and depth of the Windows ecosystem.

Over the past few years, Microsoft has been building a powerful capability to run Linux directly within the Windows OS, called Windows Subsystem for Linux (WSL). NVIDIA has been working closely with Microsoft to deliver GPU acceleration and support for the entire NVIDIA AI software stack inside WSL. Now developers can use Windows PC for all their local AI development needs with support for GPU-accelerated deep learning frameworks on WSL.

With NVIDIA RTX GPUs delivering up to 48GB of RAM in desktop workstations, developers can now work with models on Windows that were previously only available on servers. The large memory also improves the performance and quality for local fine-tuning of AI models, enabling designers to customize them to their own style or content. And because the same NVIDIA AI software stack runs on NVIDIA data center GPUs, it's easy for developers to push their models to Microsoft Azure Cloud for large training runs.

Rapidly Optimize and Deploy Models With trained models in hand, developers need to optimize and deploy AI for target devices.

Microsoft released the Microsoft Olive toolchain for optimization and conversion of PyTorch models to ONNX, enabling developers to automatically tap into GPU hardware acceleration such as RTX Tensor Cores. Developers can optimize models via Olive and ONNX, and deploy Tensor Core-accelerated models to PC or cloud. Microsoft continues to invest in making PyTorch and related tools and frameworks work seamlessly with WSL to provide the best AI model development experience.

Improved AI Performance, Power Efficiency Once deployed, generative AI models demand incredible inference performance. RTX Tensor Cores deliver up to 1,400 Tensor TFLOPS for AI inferencing. Over the last year, NVIDIA has worked to improve DirectML performance to take full advantage of RTX hardware.

On May 24, we'll release our latest optimizations in Release 532.03 drivers that combine with Olive-optimized models to deliver big boosts in AI performance. Using an Olive-optimized version of the Stable Diffusion text-to-image generator with the popular Automatic1111 distribution, performance is improved over 2x with the new driver.

Stable Diffusion performance tested on GeForce RTX 4090 using Automatic1111 and Text-to-Image function. With AI coming to nearly every Windows application, efficiently delivering inference performance is critical - especially for laptops. Coming soon, NVIDIA will introduce new Max-Q low-power inferencing for AI-only workloads on RTX GPUs. It optimizes Tensor Core performance while keeping power consumption of the GPU as low as possible, extending battery life and maintaining a cool, quiet system. The GPU can then dynamically scale up for maximum AI performance when the workload demands it.

Join the PC AI Revolution Now

Top software developers - like Adobe, DxO, ON1 and Topaz - have already incorporated NVIDIA AI technology with more than 400 Windows applications and games optimized for RTX Tensor Cores.

AI, machine learning and deep learning power all Adobe applications and drive the future of creativity. Working with NVIDIA we continuously optimize AI model performance to deliver the best possible experience for our Windows users on RTX GPUs. - Ely Greenfield, CTO of digital media at Adobe

NVIDIA is helping to optimize our WinML model performance on RTX GPUs, which is accelerating the AI in DxO DeepPRIME, as well as providing better denoising and demosaicing, faster. - Renaud Capolunghi, senior vice president of engineering at DxO

Working with NVIDIA and Microsoft to accelerate our AI models running in Windows on RTX GPUs is providing a huge benefit to our audience. We're already seeing 1.5x performance gains in our suite of AI-powered photography editing software. - Dan Harlacher, vice president of products at ON1

Our extensive work with NVIDIA has led to improvements across our suite of photo- and video-editing applications. With RTX GPUs, AI performance has improved drastically, enhancing the experience for users on Windows PCs. - Suraj Raghuraman, head of AI engine development at Topaz Labs

NVIDIA and Microsoft are making several resources available for developers to test drive top generative AI models on Windows PCs. An Olive-optimized version of the Dolly
LINK: https://blogs.nvidia.com/blog/2023/05/23/microsoft-build-nvidia-ai-win...
See more stories from nvidia

Most recent headlines

05/01/2027

Worlds first 802.15.4ab-UWB chip verified by Calterah and Rohde & Schwarz to be demoed at CES 2026

Worlds first 802.15.4ab-UWB chip verified by Calterah and Rohde & Schwarz to be ...

04/08/2026

Dalet Announces Commercial Availability of Dalia, Bringing Media-Aware Agentic AI to Enterprise Productions

Dalet, a leading technology and service provider for media-rich organizations, t...

04/07/2026

Detective Conan: Fallen Angel of the Highway Opens in Dolby Cinemas Across Japan, Presented in Dolby Atmos and Dolby ...

April 7 2026, 19:00 (PDT) Detective Conan: Fallen Angel of the Highway Opens in...

01/06/2026

Dolby Sets the New Standard for Premium Entertainment at CES 2026

January 6 2026, 05:30 (PST) Dolby Sets the New Standard for Premium Entertainment at CES 2026 Throughout the week, Dolby brings to life the latest innovatio...

02/05/2026

Dalet Flex LTS Delivers Smarter Search, Faster Editing, and an AI-Ready Foundation for Modern Media

Dalet, a leading technology and service provider for media-rich organizations, t...

01/05/2026

NBCUniversal's Peacock to Be First Streamer to Integrate Dolby's Full Suite of Premium Picture and Sound Innovations

January 5 2026, 18:30 (PST) NBCUniversal's Peacock to Be First Streamer to ...

23/04/2026

NAB Honors Rob Lowe and John Tesh With Hall of Fame Induction

Share Copy link Facebook X Linkedin Bluesky Email...

23/04/2026

Roku, Samsung Dominate CTV Platform Market in U.S.

Share Copy link Facebook X Linkedin Bluesky Email...

23/04/2026

G&D and VuWall Strengthen International Sales Team

Share Copy link Facebook X Linkedin Bluesky Email...

23/04/2026

The 2026 NAB Show Reports More than 58,000 Attendees

Share Copy link Facebook X Linkedin Bluesky Email...

23/04/2026

SmallHD Monitor Overlay License for Hi-5 and Hi-5 SX deli...

Partnership between ARRI and SmallHD brings new Hi-5 license Configurable monitor overlays adapt to individual working styles Supported by SmallHD monitors ru...

23/04/2026

Jeff Cronenweth ASC Sheds Light on Tron Ares with Astera

Lighting Master Cronenweth ASC brings a unique look to each grid world with the help of Astera Jeff Cronenweth on the set of Disney's TRON: ARES. Photo by...

23/04/2026

ZEISS Supreme Primes Shine in Star-Driven Short Dr Sam

DP Chloe Smolkin ( The Late Show, Kidz Bop ) joins director Danielle Beckmann and writer/actor Raji Ahsan behind the camera for the heartfelt short comedy Dr...

23/04/2026

Apply now to join the 2026 Producer Delegation to TIFF: The Market

Apply now to join the 2026 Producer Delegation to TIFF: The Market 23 April 2026 Screen Australia, in partnership with Ontario Creates, has opened application...

22/04/2026

Live From NAB 2026: Solid State Logics Berny Carpenter on Expanding System T With Virtual DSP, Cloud Workflows

Solid State Logic is advancing its System T platform with a stronger focus on IP...

22/04/2026

Live From NAB 2026: Dolbys Giles Baker on the Growth of Dolby OptiView, Immersive Vision and Audio for Live Sports

From immersive audio to live streaming, Dolby Laboratories is focused on the fut...

22/04/2026

Live From NAB 2026: Blackmagic Design's Bob Caniglia on Implementing Cinematic Looks in Live Broadcasts

Shallow depth-of-field cameras have taken the industry by storm. Its debut a han...

22/04/2026

NAB 2026: Eastern Kentucky University deploys campus-wide ST 2110 network with Riedel and Bridge Digital

Riedel Communications (Booth C4908) announced that Eastern Kentucky University (...

22/04/2026

SportsTechBuzz at NAB 2026, Day 4: Live Reports From the Show Floor in Vegas

The NAB Show is in full swing, and the SVG and SVG Europe editorial teams are chasing down the hottest stories from all over the Las Vegas Convention Center. He...

22/04/2026

NAB 2026: Blackmagic Design Announces URSA Cine 12K LF 100G

Blackmagic Design has announced the URSA Cine 12K LF 100G, a new model in the URSA Cine family adding 100G Ethernet for SMPTE 2110 live production output up to ...

22/04/2026

Live From NAB 2026: NEPs Martin Stewart Talks 40 Years, the NEP Platform, and Scaling for FIFA World Cup

Celebrating its 40th anniversary, NEP is leaning into hybrid production with the...

22/04/2026

Live From NAB 2026: NEPs Dan Murphy on NEP Platform, TFC, and the Shift to Software-Defined Workflows

NEP VP, Platform Dan Murphy sits down at the 2026 NAB Show to unpack what NEP P...

22/04/2026

Spotify and WNBA's New York Liberty Bring Basketball and Music Together With New Partnership

Spotify and the New York Liberty are teaming up to give music and basketball fan...

22/04/2026

The story of the Focusrite ISA preamp

New 20-minute documentary explores iconic design The Focusrite Room in Mesa, Arizona, where John Aquilino hosts the Studio Console 005. In 2025, Focusrite co...

22/04/2026

EverSync SP-10 wireless from Cloudvocal

Offers compact wireless solution for pedalboards Taiwanese audio brand Cloudvocal have announced the availability of a new pedalboard-friendly wireless syst...

22/04/2026

Arturia release Augmented Persia

Latest hybrid sampling/synthesis instrument arrives Arturia's Augmented series offerings rely on a mixture of sampling and synthesis, allowing users to ...

22/04/2026

Acustica Audio launch Salt 2

Combines three distinct analogue EQ emulations The latest addition to Acustica Audio's ever-expanding collection of analogue-emulation plug-ins combines...

22/04/2026

Analog Empire: Bass & Lead from Melda Production

Final instalment in vintage-inspired instrument series Analog Empire: Bass & Lead marks the final instalment in Melda Production's vintage hardware-insp...

22/04/2026

Strymon reveal the Canoga

Fuzz pedal joins all-analogue Series A line Given that Strymons reputation was built on unapologetically digital pedals, it was a little surprising to see t...

22/04/2026

SBS names shortlisted brands for 2026 SBS Media Sustainability Challenge

SBS names shortlisted brands for 2026 SBS Media Sustainability Challenge 22 April, 2026 Media releases National broadcaster also releases its second annual...

22/04/2026

The Frequency That Decides the Fight

Why Low Band Electronic Warfare Matters...

22/04/2026

Polish national football team play-off games top monthly programme list

The nation unites around football team's World Cup dream Warsaw, Poland, 20.04.26: Nielsen, a global leader in audience measurement, data, and media intell...

22/04/2026

Nielsen and the Polish Organisation of Advertisers announce strategic partnership to elevate marketing standards in Poland

Warsaw, Poland, 22.04.26: Nielsen, a global leader in audience measurement, data...

22/04/2026

Nielsen helps New Zealand brands expand internationally with greater clarity and confidence

New market intelligence offering gives businesses a clearer view of local consum...

22/04/2026

Glookast Unveils New UX, YouTube and Social Media Connectors, Premiere Panel, Cinnafilm Tachyon Plugin and More at NAB

Glookast Unveils New UX, YouTube and Social Media Connectors, Premiere Panel, Ci...

22/04/2026

Lightcraft Technology to Preview Spark Story at NAB 2026 with Interactive Previs Experience

Lightcraft Technology to Preview Spark Story at NAB 2026 with Interactive Previs...

22/04/2026

Bolin Demos New PTZ Cameras and Controller at 2026 NAB Show

Share Copy link Facebook X Linkedin Bluesky Email...

22/04/2026

Anchor Audio Launches Beacon 3

Share Copy link Facebook X Linkedin Bluesky Email...

22/04/2026

FCC Grants WSWB TV License Transfer to Sinclair

Share Copy link Facebook X Linkedin Bluesky Email...

22/04/2026

Telemundo Puerto Rico Streaming Channel Launches On Prime Video

Share Copy link Facebook X Linkedin Bluesky Email...

22/04/2026

Chyron Announces PRIME Translate

Share Copy link Facebook X Linkedin Bluesky Email...

22/04/2026

TV Tech Announces Winners of Best of Show Awards at 2026 NAB Show

Share Copy link Facebook X Linkedin Bluesky Email...

22/04/2026

VEON's Banglalink to Bring Starlink Mobile to Customers in Bangladesh

22 Apr 2026 VEON's Banglalink to Bring Starlink Mobile to Customers in Bangladesh Bangladesh becomes the third market where VEON and Starlink Mobile partne...

22/04/2026

FIRST LOOK FOR NEW U DRAMA SERIES HIT POINT

U have unveiled exclusive first-look images for their six-part police thriller Hit Point, starring Nick Blood (Day of the Jackal) and BAFTA nominee Saffron Hock...

22/04/2026

UKTV Highlights: Saturday May 9th -15th 2026

What can I watch on UKTV and stream on U this week? This week on UKTV and the free streaming service U, viewers can watch a range of new and returning programm...

22/04/2026

Sky announces fifth year of WNT Fund with 30,000 bursary supporting players and grassroots football

Wednesday 22 April 2026 Sky announces fifth year of WNT Fund with 30,000 bursa...

22/04/2026

This Earth Day, Discover the Sustainable Productions Behind Our Films and Series

Back to All News This Earth Day, Discover the Sustainable Productions Behind Our Films and Series Emma Stewart, Ph.D. Netflix Sustainability Officer Enterta...

22/04/2026

Retail Media Standards Are Expanding Into Commerce Media - Here's Why That Matters for Measurement

The move from Retail Media to Commerce Media is about broadening the scope of th...

22/04/2026

Dolby and BMW Bring Dolby Atmos to the BMW 7 Series, Expanding Immersive Audio Across Future Models

April 22 2026, 07:00 (PDT) Dolby and BMW Bring Dolby Atmos to the BMW 7 Series,...

22/04/2026

RT Licenses Stolen Sister to Pushkin

RT Documentary On One 7-part series breaks US market for first time RT Programme Sales has announced its first deal with a US distribution partner for its 7-...