Siemens accelerates AI chip verification to trillion‑cycle scale with NVIDIA technology

• Siemens and NVIDIA have achieved a major verification breakthrough, capturing trillions of pre‑silicon design cycles in days using Siemens’ Veloce proFPGA CS combined with NVIDIA’s performance-optimized chip architecture
• Enables faster, more reliable AI/ML system-on-a-chip (SoC) development, giving NVIDIA’s teams confidence to run large workloads and optimize designs before first silicon

Siemens, in close collaboration with NVIDIA, announced today that its Veloce™ proFPGA CS hardware-assisted verification and validation system is empowering designers and system architects to create even more optimized designs by running and capturing trillions of verification cycles, prior to first silicon availability.

As part of their long-standing strategic partnership, NVIDIA and Siemens have mastered a task previously considered impossible, capturing tens of trillions of cycles over a span of just a few days by taking advantage of Siemens’ Veloce proFPGA CS scalable and performance-optimized hardware architecture and combining it with NVIDIA’s performance-optimized chip architecture.

“NVIDIA and Siemens are partnering in many areas, most recently in advancing hardware-assisted verification methodologies in general and FPGA-based prototyping in particular, to adapt to the verification and validation demands presented by highly complex AI/ML SoCs,” said Jean-Marie Brunet, senior vice president and general manager, hardware assisted verification, Siemens Digital Industries Software. “Veloce proFPGA CS is addressing these challenges by combining a highly flexible and scalable hardware architecture with an advanced, easy-to use implementation and debug software flow, enabling customers to always have the optimal solution for single-FPGA IP validation as well as for multi-billion gate chiplet designs.”

“As AI and computing architectures grow increasingly complex, semiconductor teams require high-performance verification solutions to validate massive workloads and accelerate time to market,” said Narendra Konda, vice president of hardware engineering, NVIDIA. “The integration of NVIDIA performance-optimized chip architectures with Siemens’ Veloce proFPGA CS enables designers to capture trillions of cycles in days, providing the scale needed to ensure reliability for the next generation of AI.”

Field-programmable gate array (FPGA) based prototype systems are fast and allow users to run pre-silicon verification workloads in a fraction of the time it would take to run the same workload in simulation or even emulation. However, today’s AI/ML designs are demanding even more, in part due to the chip complexity and in part due to the software complexity.

To scale to these industry demands, meet time-to-market and align to reliability requirements, the ability to run trillions of design cycles in a short amount of time is now critical. Traditional verification tools like simulation and emulation do not scale beyond running millions, or best case a few billion cycles within a reasonable and practical amount of time.

To learn more about how Siemens is enabling the semiconductor and electronic systems industry to deliver to market the world’s most advanced SoCs and systems, visit:   https://www.siemes.com/en-us/products/ic/hav/veloce-cs/profpga-cs/

 Siemens Digital Industries Software helps organizations of all sizes digitally transform using software, hardware and services from the Siemens Xcelerator business platform. Siemens’ software and the comprehensive digital twin enable companies to optimize their design, engineering and manufacturing processes to turn today’s ideas into the sustainable products of the future. From chips to entire systems, from product to process, across all industries. Siemens Digital Industries Software – Accelerating transformation.

Siemens Digital Industries (DI) empowers companies of all sizes within the process and discrete manufacturing industries to accelerate their digital and sustainability transformation across the entire value chain. Siemens’ cutting-edge automation and software portfolio revolutionizes the design, realization and optimization of products and production. And with Siemens Xcelerator – the open digital business platform – this process is made even easier, faster, and scalable. Together with our partners and ecosystem, Siemens Digital Industries enables customers to become a sustainable Digital Enterprise. Siemens Digital Industries has a workforce of around 70,000 people worldwide.

Siemens AG (Berlin and Munich) is a leading technology company focused on industry, infrastructure, mobility, and healthcare. The company’s purpose is to create technology to transform the everyday, for everyone. By combining the real and the digital worlds, Siemens empowers customers to accelerate their digital and sustainability transformations, making factories more efficient, cities more livable, and transportation more sustainable. Siemens also owns a majority stake in the publicly listed company Siemens Healthineers, a leading global medical technology provider pioneering breakthroughs in healthcare. For everyone. Everywhere. Sustainably.

In fiscal 2024, which ended on September 30, 2024, the Siemens Group generated revenue of €75.9 billion and net income of €9.0 billion. As of September 30, 2024, the company employed around 312,000 people worldwide on the basis of continuing operations. Further information is available on the Internet at www.siemens.com.