NEUCHIPS RecAccel N3000 Delivers Industry Leading Results for MLPerf v3.0 DLRM Inference Benchmarking

SAN JOSE, CA / ACCESSWIRE / April 5, 2023 / NEUCHIPS, the leader in AI ASIC platforms for deep learning recommendation, participated in MLPerf™ v3.0 with their RecAccel™ N3000 and demonstrated industry-leading performance and power efficiency. The RecAccel™ N3000 system delivered 1.7x better perf-per-watt for inference DLRM while maintaining 99.9% accuracy leveraging its INT8 calibrator. The RecAccel™ Quad-N3000 PCIe card is expected to increase perf-per-watt 2.2x while also delivering the lowest total cost of ownership (TCO). These results give cloud service providers confidence to choose a new solution on existing and future data center platforms.

Performance per Watt
The RecAccel Quad-N3000 PCIe card is expected to increase perf-per-watt 2.2x more than GPU H100 PCIe.

MLPerf™ v3.0 testing was performed on a GIGABYTE G482-Z54 server with AMD EPYC™ 7452 32-core CPU and contained eight RecAccel™-N3000-32G-PCIe cards. During the system testing, the RecAccel™ N3000 performance resulted in nearly 100% scaling across each card.

“We deliver high-performance computing products that help intelligent systems effectively manage complex data sets,” said Kumaran Siva, corporate vice president, Strategic Business Development, AMD. “We are extremely proud of the joint work we have done with NEUCHIPS to achieve leadership performance and power efficiency for DLRM inference in MLPerf™ v3.0 using AMD EPYC processors. We look forward to continue working with NEUCHIPS to deliver industry-leading AI solutions.”

“We were thrilled to participate in MLPerf™ v3.0 and achieve our goal to deliver the world’s most energy-efficient DLRM inference platform with the first domain specific architecture,” said Youn-Long Lin, the CEO and Chairman of NEUCHIPS. “We look forward to working with the cloud ecosystem to support industry sustainability initiatives.”


NEUCHIPS Inc. is an AI ASIC solution provider founded by a team of veteran IC & SW design experts in 2019 who are focused on designing the world’s best recommendation systems. Our management and R&D team has decades of experience from leading semiconductor companies and hold patents in signal processing, neural networks, and circuit design.

AMD, the AMD Arrow logo, EPYC, and combinations thereof, are trademarks of Advanced Micro Devices, Inc. Other names are for informational purposes only and may be trademarks of their respective owners.

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