Synopsys.ai: A Game-Changer in Chip Development
In the fast-paced world of chip design, Synopsys is carving a unique path by infusing its processes with the power of Artificial Intelligence (AI). As the first Electronic Design Automation (EDA) company to embrace AI, Synopsys has not only revolutionized chip development but has extended this approach to various aspects of its business. Shankar Krishnamoorthy, GM of Synopsys EDA Group, emphasizes that the integration of AI-driven solutions throughout the chip development flow has resulted in remarkable outcomes, including over 3x productivity increases and up to 20% better quality of results for clients. The results speak for themselves, and it’s just the beginning of what AI can accomplish in chip design.
Realizing the Potential: Early Success Stories
Synopsys’ AI-driven EDA design strategy has garnered significant support from industry giants like Nvidia, TSMC, IBM, MediaTek, and Renesas. The benefits they have experienced are noteworthy:
- Microsoft has achieved up to a 15% reduction in power dissipation.
- Renesas has witnessed a 10x improvement in reducing functional coverage holes and up to 30% increase in IP verification productivity.
- STMicroelectronics marked a milestone as the first company to perform a commercial design tape-out using AI in the cloud, resulting in a 3x productivity uplift for power, performance, and area (PPA) on Microsoft Azure.
- MediaTek observed a substantial reduction in test pattern count, leading to an overall improvement in test time.
- SK hynix successfully reduced die size by up to 5% on the most advanced process technologies.
Embracing Complexity: AI Meets Chip Design
With AI penetrating diverse industries, the chip design world has not been left untouched. The growing complexity of designs and tighter market windows necessitate novel approaches to meet the demand for cutting-edge silicon chips. AI empowers chip designers by enabling faster processes, aiding decision-making, reducing human errors, and streamlining repetitive tasks. Moreover, it opens up new possibilities for addressing global challenges such as climate change and energy efficiency.
Pushing the Boundaries: AI’s Expanding Role
Synopsys has been at the forefront of integrating AI into its Design Space Optimization application, leading to impressive reductions in engineering time and setting new standards in chip design. As more than 240 production designs have been taped out to manufacturing using AI, the adoption of a full AI-driven EDA software stack is becoming increasingly essential for addressing challenges related to complexity, resource constraints, and delivery timelines.
Embracing the Future: AI in Analog Design Automation
The marriage of analog and digital components in today’s designs requires swift migration between process nodes to optimize performance, power, and area. While digital designers have enjoyed automation benefits, the analog side faces manual, time-consuming migration processes. However, AI and automation offer a solution to the analog bottleneck, enabling efficient migration across process nodes and saving time and effort in the pursuit of high-performing silicon chips.
In Conclusion
Synopsys has emerged as a trailblazer in the EDA industry, leveraging AI to propel chip design into a new era. Through the seamless integration of AI-driven solutions, Synopsys has enabled its clients to produce better chips at lower costs, ultimately transforming the chip development landscape. As AI continues to advance, the possibilities for chip design are limitless, and Synopsys remains at the forefront of this technological revolution.
