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All IPs > Processor > AI Processor > RecAccel AI Platform for High-Accuracy Computing

RecAccel AI Platform for High-Accuracy Computing

From NEUCHIPS Corporation

Description

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.

Features
  • High Accuracy with Patented FFP8
  • Energy-Efficiency Architecture
  • Scalable Hardware
Foundries & Process Nodes
Foundry Process Nodes
TSMC 10nm
Tech Specs
Class Value
Categories Processor > AI Processor
Processor > Vision Processor
Interface Controller & PHY > AMBA AHB / APB/ AXI
Processor > Coprocessor
Inference Rate 20M/s
Accuracy of FP32 >99.95%
Power (W) 20W
Availability All Countries & Regions
Applications
  • Deep learning models
  • AI-powered recommendation
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