TSMC, the world leader in semiconductor manufacturing, is moving to production with NVIDIA's computational lithography platform, called cuLitho, to accelerate manufacturing and push the limits of physics for the next generation of advanced semiconductor chips.
A critical step in the manufacture of computer chips, computational lithography is involved in the transfer of circuitry onto silicon. It requires complex computation - involving electromagnetic physics, photochemistry, computational geometry, iterative optimization and distributed computing. A typical foundry dedicates massive data centers for this computation, and yet this step has traditionally been a bottleneck in bringing new technology nodes and computer architectures to market.
Computational lithography is also the most compute-intensive workload in the entire semiconductor design and manufacturing process. It consumes tens of billions of hours per year on CPUs in the leading-edge foundries. A typical mask set for a chip can take 30 million or more hours of CPU compute time, necessitating large data centers within semiconductor foundries. With accelerated computing, 350 NVIDIA H100 Tensor Core GPU-based systems can now replace 40,000 CPU systems, accelerating production time, while reducing costs, space and power.
NVIDIA cuLitho brings accelerated computing to the field of computational lithography. Moving cuLitho to production is enabling TSMC to accelerate the development of next-generation chip technology, just as current production processes are nearing the limits of what physics makes possible.
Our work with NVIDIA to integrate GPU-accelerated computing in the TSMC workflow has resulted in great leaps in performance, dramatic throughput improvement, shortened cycle time and reduced power requirements, said Dr. C.C. Wei, CEO of TSMC, at the GTC conference earlier this year.
NVIDIA has also developed algorithms to apply generative AI to enhance the value of the cuLitho platform. A new generative AI workflow has been shown to deliver an additional 2x speedup on top of the accelerated processes enabled through cuLitho.
The application of generative AI enables creation of a near-perfect inverse mask or inverse solution to account for diffraction of light involved in computational lithography. The final mask is then derived by traditional and physically rigorous methods, speeding up the overall optical proximity correction process by 2x.
The use of optical proximity correction in semiconductor lithography is now three decades old. While the field has benefited from numerous contributions over this period, rarely has it seen a transformation quite as rapid as the one provided by the twin technologies of accelerated computing and AI. These together allow for the more accurate simulation of physics and the realization of mathematical techniques that were once prohibitively resource-intensive.
This enormous speedup of computational lithography accelerates the creation of every single mask in the fab, which speeds the total cycle time for developing a new technology node. More importantly, it makes possible new calculations that were previously impractical.
For example, while inverse lithography techniques have been described in the scientific literature for two decades, an accurate realization at full chip scale has been largely precluded because the computation takes too long. With cuLitho, that's no longer the case. Leading-edge foundries will use it to ramp up inverse and curvilinear solutions that will help create the next generation of powerful semiconductors.
Image courtesy of TSMC.
Most recent headlines
05/01/2027
Worlds first 802.15.4ab-UWB chip verified by Calterah and Rohde & Schwarz to be ...
04/08/2026
Dalet, a leading technology and service provider for media-rich organizations, t...
04/07/2026
April 7 2026, 19:00 (PDT) Detective Conan: Fallen Angel of the Highway Opens in...
01/06/2026
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, a leading technology and service provider for media-rich organizations, t...
01/05/2026
January 5 2026, 18:30 (PST) NBCUniversal's Peacock to Be First Streamer to ...
21/04/2026
Cloud-based production isnt going anywhere, and BitFire is doubling down by prov...
21/04/2026
The topic of artificial intelligence has a stranglehold on the sports-video-prod...
21/04/2026
5G is still a hot topic in live event production, and this workflow continues to...
21/04/2026
At the 2026 NAB Show, Ed McGivern, GM and President of Appear US, discusses the ...
21/04/2026
Studio Network Solutions (SNS) has announced an on-premise AI suite designed for...
21/04/2026
Suite Studios has integrated its file-streaming technology into the newly announced Frame.io Drive, a desktop application from Adobe company Frame.io. The colla...
21/04/2026
Net Insight has integrated InSync Technology's FrameFormer into the Nimbra E...
21/04/2026
Fox Sports has selected Appear as a technology partner to support the next phase...
21/04/2026
Diversified has appointed Tyler Affolter as Chief Revenue Officer (CRO) to lead the company's commercial organisation. The appointment follows the firm'...
21/04/2026
Layercake has formalised the integration of Bitmovin's video streaming infra...
21/04/2026
The International Judo Federation (IJF) has extended its distribution partnershi...
21/04/2026
Glookast has launched the Cinnafilm Tachyon plugin for its Media Producer and Me...
21/04/2026
Eutelsat has entered into an agreement with Cadena Tres, a division of Grupo Ima...
21/04/2026
Dolby Laboratories and TV Azteca have partnered to introduce Dolby Atmos immersive audio to free-to-air television broadcasts. The implementation utilises the A...
21/04/2026
FOX Entertainment partnered with Verizon to overcome significant production hurd...
21/04/2026
Osprey Video has announced its technology showcase for the NAB Show 2026, highli...
21/04/2026
Riedel Communications (Booth C4908) introduced a range of new solutions at NAB S...
21/04/2026
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...
21/04/2026
Blackmagic Design has announced the URSA Cine Immersive 100G, an immersive cinem...
21/04/2026
Clark Wire & Cable is continuing its evolution from cable supplier to full-scale solutions partner for broadcast and live production. At the 2026 NAB Show, we s...
21/04/2026
Rashad Frett attends the 2025 Sundance Film Festival premiere of Ricky at Eccles Theatre on January 24, 2025, in Park City, UT. (Photo by George Pimentel/Shut...
21/04/2026
Five years ago, Spotify arrived in Pakistan, opening a new chapter in the country's music scene. Since then, local listeners have explored across genres, ge...
21/04/2026
Since its launch in 2020, RADAR has been our program for spotlighting emerging artists around the world. This year marks the sixth edition of RADAR Spain, our o...
21/04/2026
Offers compact wireless solution for pedalboards
Taiwanese audio brand Cloudvocal have announced the availability of a new pedalboard-friendly wireless syst...
21/04/2026
Latest hybrid sampling/synthesis instrument arrives
Arturia's Augmented series offerings rely on a mixture of sampling and synthesis, allowing users to ...
21/04/2026
Rohde & Schwarz to host Power Electronics Online Conference From Design to Vali...
21/04/2026
MAS and Lockheed Martin partner to establish an F-35 depot in Canada, enabling in-country sustainment and creating high-skilled aerospace jobs....
21/04/2026
Advertising strategies shift as competition grows for a large, active and qualit...
21/04/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
21/04/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
21/04/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
21/04/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
21/04/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
21/04/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
21/04/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
21/04/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
21/04/2026
Layercake Deepens Bitmovin Integration to Power End-to-End Media Orchestration w...
21/04/2026
Cobalt Digital Announces Launch of blueCORE at NAB Show 2026: Compact Powerhouse...
21/04/2026
On-Premise AI Suite from Studio Network Solutions Debuts at NAB Show 2026
Melanie Ciotti April 21, 2026
0 Comments
Unlimited processing, no cloud depe...
21/04/2026
London, 21 April 2026 IBC today announced the appointment of Tim Banham as its first Chief Commercial Officer (CCO), a newly created role that reflects the or...
21/04/2026
Motion Design Tools - April 2026
Roland Kahlenberg April 21, 2026
0 Comments
Within 2 days, Maxon and Canva announced pro-level motion design apps - A...
21/04/2026
Chaos and Zero Density to Showcase Real-Time Ray Tracing for Virtual Studios and...
21/04/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
TSMC, the world leader in semiconductor manufacturing, is moving to production with NVIDIA's computational lithography platform, called cuLitho, to accelerate manufacturing and push the limits of physics for the next generation of advanced semiconductor chips.
