#South Korea #Seoul #AI Inference #HyperAccel #SC26

HyperAccel to Introduce Its LPU-Based AI Inference System at SC26

HyperAccel, a fabless AI semiconductor firm from South Korea, is poised to make a significant impact at SC26 (Supercomputing Conference 2026), occurring from November 17-19 at McCormick Place, Chicago. The company will showcase its advanced LPU (LLM Processing Unit) technology featuring an eight-LPU server system and engage attendees through a live, remote demonstration of large-language model (LLM) inference running on operational servers located in Korea.

This ambitious presentation is designed to highlight the capabilities of HyperAccel's LPU technology, which extends beyond just individual chip components to offer a comprehensive AI infrastructure. Demonstrating a keen understanding of the current demands in enterprise and data center environments, HyperAccel aims to provide visitors with practical insights into the operational advantages of its solutions.

In internal benchmarks, HyperAccel's LPU-powered servers have displayed impressive outcomes, boasting over 3.5 times higher token throughput per watt and per dollar compared to systems using NVIDIA RTX PRO 6000 Blackwell Server Edition GPUs. When tested with prominent models like Qwen3-32B and Llama3-70B, the efficiency of HyperAccel's technology is underscored by its ability to support even larger models, such as Kimi and GLM, significantly enhancing both energy efficiency and economic viability in LLM inference.

The underlying architecture of HyperAccel's LPU is tailored specifically for the demands of LLM inference. By integrating power-efficient LPDDR5X memory with its innovative Streamlined Dataflow architecture, HyperAccel achieves remarkable memory bandwidth utilization of around 90%. This is a stark contrast to 50-60% utilization typical in GPUs, effectively driving down power consumption and operational costs, particularly valuable in large-scale inference scenarios.

On November 18, during the conference, Joonyeon Kim, CFO of HyperAccel, will further illuminate this technology in a presentation titled "Redefining AI Infrastructure Through Token Efficiency" at Lablup Inc.'s booth (#4630) from 2:30 PM to 2:45 PM Central Time. This segment of the event is expected to draw considerable interest as the industry shifts its focus from mere processing power to the overall efficiency and cost-effectiveness of AI inference technologies at scale.

HyperAccel's presence at SC26 marks a strategic initiative to enhance global recognition and propel the adoption of its LPU-based inference infrastructure. The company is actively pursuing collaborations with leading server manufacturers, cloud service providers, and AI infrastructure solution firms. These partnerships aim to foster integration into server platforms, validate technical specifications, and explore business opportunities in the burgeoning global data center market.

As AI applications expand, the tech landscape is witnessing a move towards infrastructures that prioritize efficiency over sheer performance. Joo-Young Kim, CEO of HyperAccel, notes, "We are excited to demonstrate how our purpose-built LPU architecture not only optimizes token efficiency at the server level but also substantially reduces the costs and power requirements associated with AI inference. Our goal is to collaborate with global infrastructure partners to deliver scalable and efficient AI solutions."

Attendees interested in learning more about HyperAccel’s innovative LPU technology can connect with the team at booth #1411 in the AI Semiconductor Korea Pavilion. This is a valuable opportunity to explore the eight-LPU server system firsthand while observing the live remote demonstration of LLM inference powered by operational servers in Korea.

Event Information

Event: SC26 (Supercomputing 2026)

Dates: November 17–19, 2026

Location: McCormick Place, Chicago, Illinois, USA

HyperAccel Booth: #1411, AI Semiconductor Korea Pavilion

Highlight: Eight-LPU server system showcase and live demonstration of LLM inference

Presentation by Joonyeon Kim: November 18, from 2:30 PM to 2:45 PM CT at Lablup Inc., Booth #4630

About HyperAccel

Founded in 2023, HyperAccel specializes in developing LPUs (LLM Processing Units) aimed specifically at enhancing the efficiency and viability of AI inference. Leveraging state-of-the-art technologies like LPDDR5X memory and Streamlined Dataflow, HyperAccel is committed to advancing AI performance in enterprise and edge computing applications. Recognized with accolades such as the IEEE Micro Best Paper Award in 2025 and inclusion in the Forbes Asia 100 To Watch 2026 list, HyperAccel is positioned to expand its influence within the global AI semiconductor sector. Discover more about their innovative offerings at www.hyperaccel.ai.