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MemryX M.2 AI Acceleration Module

MemryX M.2 AI Acceleration Module is a cutting-edge solution that brings advanced Artificial Intelligence (AI) processing to edge devices and systems. Powered by four MX-3™ "digital at-memory compute" AI ASICs, this module delivers unparalleled efficiency and performance by processing AI workloads directly within memory, minimizing data movement and latency. This innovative architecture enables real-time inference for complex deep learning models while maintaining low power consumption, making it ideal for applications in industrial automation, smart surveillance, healthcare, and automotive systems. The module's compact M.2 form factor ensures seamless integration into space-constrained devices, providing scalable AI acceleration for various edge computing needs.

Features

  • Four MemryX MX-3TM “digital at-memory compute” AI ASICs
  • Dataflow architecture optimized for high throughput, low latency applications
  • Advanced power management
  • Up to 20 TFLOPs dependent on available power
  • Up to 80 million weight (4-bit) parameters
  • Model parameters and matrix operators stored on-chip
  • 2/4-lane PCIe Gen3 for up to 4GT/s bandwidth
  • Multi-stream and multi-model support
  • Floating-point activations for high accuracy
  • Support for hundreds of AI models with no re-tuning required
  • PyTorch, TensorFlow, Keras, and ONNX model support
  • OS Support for Windows 10/11 64-bit, Ubuntu 18.04 and later 64-bit

Applications

  • Industrial automation
  • Internet of Things (IoT)
  • Smart surveillance and security
  • Automotive and transportation
  • Healthcare and medical devices
  • Retail and consumer applications
  • Edge AI and smart devices
  • Energy and utilities

Specifications

  • System
    • MemryX MX3 (x4) AI processor
    • ARM, x86, RISC-V host processor support
  • 3.3V ±5% input voltage
  • PCIe Gen 3, 2x 2-lane interface
  • NGFF M.2-2280-D5-M, Socket 3 form factor
  • 3.15” x 0.87” (22mm x 80mm) dimensions
  • 0°C to +70°C operating temperature range
  • CE/FCC Class A certified, RoHS-compliant

PCIe

Mechanical Drawing - MemryX M.2 AI Acceleration Module

Thermal

Four simulated cases based on different conditions showcase the capability of the M.2 Module and thermal solution for heat dissipation.

Mechanical Drawing - MemryX M.2 AI Acceleration Module

Resources

Pubblicato: 2025-01-09 | Aggiornato: 2025-01-17