Thought Leadership

Transforming AI with HBM: Siemens’ Avery VIP powers Rambus’ Industry-First HBM4 Memory Controller

The semiconductor industry is entering a new era, driven by advancements in memory technology and the growing influence of artificial intelligence (AI). As AI continues to evolve, hardware infrastructure is facing increasing challenges, with memory performance emerging as a critical bottleneck.

To address these challenges, Siemens has collaborated with Rambus to verify the world’s first HBM4 Controller IP—a breakthrough designed to meet the demands of next-generation AI accelerators and high-performance computing (HPC). Through comprehensive performance and compliance testing using Siemens’ Avery Memory VIP, this partnership ensures that Rambus’ HBM4 Memory Controller delivers cutting-edge technology, tailored to the complex needs of modern AI workloads.

The Impact of HBM on AI and HPC

High Bandwidth Memory (HBM) is revolutionizing AI, machine learning, and HPC by significantly increasing data transfer speeds and alleviating performance bottlenecks. The introduction of HBM4 is especially transformative, enabling faster training and execution of complex AI models. This advanced memory architecture plays a pivotal role in the development of next-generation AI accelerators and graphics processing units (GPUs).

Recently, Rambus announced the launch of the industry’s first HBM4 Memory Controller IP. This cutting-edge solution supports the advanced capabilities of HBM4 devices, enabling designers to meet the demanding memory bandwidth requirements of today’s AI workloads. As AI models grow increasingly complex, the availability of HBM4 IP solutions is crucial for widespread adoption and integration in the market.

Siemens’ Avery VIP: Benchmarking High-Quality Verification

Siemens’ Avery VIP put the HBM4 Controller IP through rigorous testing to ensure its reliability and performance. This comprehensive verification process provides customers with confidence in meeting the growing demand for memory bandwidth in AI and HPC applications.

Siemens’ Avery Memory VIP is known for its scalability and customization, offering a flexible solution tailored to the specific needs of customers. It enables companies to incorporate complex features while maintaining ease of use and efficient debugging, ensuring that IP solutions—such as the HBM4 Controller—adhere to the highest industry standards. Siemens also actively participate in JEDEC standard development efforts of new protocols.

The Need for Pre-Validated Verification IP

By offering pre-validated solutions, Avery VIP helps companies avoid costly rework and accelerates product development timelines, ultimately ensuring successful product launches.

As Abhi Kolpekwar, VP and GM of Digital Verification Technology at Siemens, remarked in Rambus’ press release:
“In today’s complex and fast-paced semiconductor design landscape, pre-validated IP solutions are key to achieving first-time silicon success. Rambus and Siemens have a long-standing collaboration to help our mutual customers meet their product and business goals, and we look forward to delivering best-in-class HBM4 memory controllers verified with Siemens’ high-quality Verification IP.”

Empowering the Next Generation of HBM Technology

Siemens’ Avery Memory VIP empowers customers to unlock the full potential of HBM4 technology by delivering top-tier verification that reduces development risk and shortens production timelines. Its scalable, customizable architecture ensures companies can integrate complex features into their designs without compromising ease of use.

In this rapidly advancing era of AI and memory technology, partnerships like the one between Siemens and Rambus are essential to pushing the boundaries of what’s possible. Together, they are paving the way for a future where AI and HPC systems operate at unprecedented speeds, unlocking new possibilities for innovation and performance.

Please note: JEDEC standards are subject to change during and after the development process, including disapproval by the JEDEC Board of Directors

Vivek Kaliki

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This article first appeared on the Siemens Digital Industries Software blog at https://blogs.sw.siemens.com/verificationhorizons/2024/09/18/transforming-ai-with-hbm-siemens-avery-vip-powers-rambus-industry-first-hbm4-memory-controller/