NEUCHIPS develops AI ASIC solutions, including the Evo Gen 5 PCIe Card and Gen AI N3000 Accelerator, specifically designed for deep learning inference in data centers. Their technology addresses the need for energy-efficient hardware that minimizes total cost of ownership (TCO) while enhancing performance for machine learning applications.
Funding
$90M raised to dateRaised to date based on public sources. This may differ from the amount the company actually raised and is based only on what is publicly available on the internet.
Founders
Product
Problem
Data centers require specialized hardware accelerators to efficiently handle the computational demands of deep learning inference, but existing solutions often suffer from high energy consumption, leading to increased operational costs. Minimizing the total cost of ownership (TCO) while maintaining high performance remains a significant challenge.
Solution
NEUCHIPS develops AI ASIC solutions optimized for deep learning inference workloads in data centers, focusing on energy efficiency and performance. Their products, such as the Evo Gen 5 PCIe Card and Gen AI N3000 Accelerator, are designed as purpose-built hardware for Deep Learning Recommendation Models (DLRM) and Large Language Models (LLM). By using dedicated hardware, NEUCHIPS aims to provide solutions that minimize TCO while enhancing the speed and efficiency of machine learning applications. Their RecAccel technology is a hardwired DLRM accelerator and a non-GPU/CPU entry in the recommendation category.
Target Audience
The primary target audience includes data centers and enterprises that require high-performance, energy-efficient hardware solutions for deep learning inference.
Features
- Evo Gen 5 PCIe Card designed for AI inferencing workloads
- RecAccel hardwired DLRM accelerator
- Gen AI N3000 Accelerator
- Solutions optimized for DLRM and LLM
- Focus on energy-efficient hardware to minimize TCO
- Advanced packaging technology