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NEUCHIPS Corporation

NEUCHIPS Corporation is a leader in the development of AI solutions specifically designed to enhance data centers with energy-efficient and cost-effective deep learning inference accelerators. The company is dedicated to delivering tailored AI hardware that ensures the most economical total cost of ownership (TCO) for deep learning tasks. With its powerful Artificial Intelligence Engine (AIE) solutions, NEUCHIPS provides remarkably accurate accelerators that support both edge devices and cloud infrastructure. The firm focuses intensely on creating cutting-edge AI hardware for DLRM (Deep Learning Recommendation Model) and LLM (Large Language Model) applications. It aims to continually innovate by developing bespoke solutions that offer unparalleled efficiency and performance. With a robust team of experts and a strategic presence within various industry sectors, NEUCHIPS is well-positioned to lead the evolution of AI hardware. Headquartered in Taiwan, NEUCHIPS has expanded its operations globally, incorporating a blend of academic proficiency and industry experience in its leadership ranks. The company is also actively engaged with industry bodies to foster growth in AI technology and enhance their product offerings. Its mission is to redefine the landscape of AI by delivering the most efficient and performant solutions available. Read more

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Evo Gen 5 PCIe Card for AI Inferencing

The Evo Gen 5 PCIe card is a specialized AI inferencing solution crafted to maximize computational efficiency and precision. Designed with AI-driven tasks in mind, this PCIe card ensures high inference accuracy while minimizing energy expenditure, allowing enterprises to achieve outstanding operational profits. Built using advanced 7nm ASIC technology, it integrates seamlessly with PCIe Gen 5 and LPDDR5, delivering cutting-edge performance with minimal power consumption. The card specifically addresses large language model (LLM) memory challenges, featuring Neuchips' proprietary Flexible Floating Point 8 (FFP8) architecture that mimics the accuracy of 16-bit computations using only 8-bit data. This innovative approach effectively halves the memory bandwidth required, ensuring efficient processing of AI workloads. By combining custom ASIC technology with a CPU, the card offers a balanced solution for data-intensive applications. With its focus on task-specific computation, the Evo Gen 5 PCIe card delivers unmatched performance for AI domains without excessive computational overhead. It's particularly appealing for businesses looking to lower total cost of ownership while maintaining high energy-efficiency standards in their AI operations. A strong and flexible supply chain ensures that this product remains available through varying market conditions.

NEUCHIPS Corporation
18 Views
TSMC
10nm
AI Processor, AMBA AHB / APB/ AXI, CPU, Ethernet, Vision Processor
View Details Datasheet

RecAccel AI Platform for High-Accuracy Computing

The RecAccel AI Platform sets a new standard for high-accuracy computing with its sophisticated architecture and comprehensive software stack, optimized for both accuracy and efficiency. Designed using the TSMC 7nm process, this platform caters to accelerating deep learning models, achieving more than 20 million inferences per second while consuming a mere 20 Watts, making it ideal for recommendation AI models. It incorporates NEUCHIPS' proprietary 8-bit coefficient quantization, ensuring precision that rivals 32-bit floating-point calculations while conserving power and enhancing performance. The RecAccel Platform also features a dedicated software development kit (SDK) that simplifies network operations with its automatic tool flow. It integrates a streaming engine, proprietary operators, and a calibrator, alongside tools for offline simulation and performance estimation. This platform is tailored for businesses seeking a reliable, efficient AI computing solution that scales effortlessly with their growing needs. Its advanced features make it particularly suited for robust AI-driven recommendation engines, providing them with the ability to operate at maximal efficiency without sacrificing accuracy or drawing excessive power.

NEUCHIPS Corporation
16 Views
TSMC
10nm
AI Processor, AMBA AHB / APB/ AXI, Coprocessor, Vision Processor
View Details Datasheet

RecAccel N3000 PCIe for AI Recommendation System

The RecAccel N3000 PCIe card is an advanced AI recommendation solution, designed to deliver unparalleled performance in data inference. This state-of-the-art hardware is tailored for high-demand elastic data centers, offering exceptional reliability and acceleration capabilities for AI-based recommendation systems. The card leverages NEUCHIPS' proprietary RecAccel series AI chips to optimize AI tasks with impressive speed and efficiency. One of the standout features of the RecAccel N3000 is its deep integration with cloud recommendation architectures. The card boasts supreme algorithmic optimizations, data caching, and dynamic power management to meet the complex needs of compute-bound, latency-bound, memory-bound, and energy-bound applications. By advancing these functionalities, the N3000 ensures seamless scalability, enhancing performance linearly with the addition of extra cards. A key achievement of RecAccel N3000 is its success in industry benchmarks, particularly its performance in the MLPerf v3.0 DLRM Inference Benchmark. The card achieved an industry-leading performance-per-watt metric, evidencing its efficiency and sustainability in practical applications. Its patented FFP8 technology further enhances recommendation accuracy, achieving 99.99% precision, a crucial advancement for AI recommendation engines.

NEUCHIPS Corporation
16 Views
TSMC
10nm
AI Processor, AMBA AHB / APB/ AXI, Coprocessor, Ethernet, Vision Processor
View Details Datasheet
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