Advantech SKY-MXM-2000A GPU Card: AI Processing at the Edge
The Advantech SKY-MXM-2000A GPU card provides high AI computational power in a compact, modular form factor, enabling it to enhance the processing capability of embedded systems. Equipped with NVIDIA’s Ada-Lovelace architecture and supporting up to 3072 CUDA cores, this GPU card is well-suited for edge AI applications, including intelligent automation, robotics, and machine vision. The MXM 3.1 interface ensures smooth integration into compact systems, offering engineers flexibility for system upgrades without the need for major redesigns.
High-Power Edge AI: With up to 12.99 TFLOPS of FP32 performance, the SKY-MXM-2000A supports data-intensive applications where latency reduction is critical.
Compact Modular Design: The 82x70 mm MXM Type A card is ideal for embedded systems with strict space limitations.
Extended Life Cycle: This GPU card provides long-term availability of up to 5 years, ensuring continuity and reliability for industrial applications.
Core Features of the Advantech SKY-MXM-2000A GPU Card
The Advantech SKY-MXM-2000A stands out for its performance and versatility, supporting demanding AI applications in embedded and industrial systems.
CUDA and RT Cores: Features 3072 CUDA cores, 24 RT cores, and 96 Tensor cores, delivering robust AI inference capabilities for tasks like object detection and real-time analytics.
NVIDIA Ada-Lovelace Architecture: Based on NVIDIA’s advanced architecture, the card offers both MS-Hybrid and Discrete modes, supporting compatibility with diverse processing demands.
GDDR6 Memory: With 8GB of GDDR6 memory and a bandwidth of 256 GB/s, the SKY-MXM-2000A supports high-speed data processing and enhances system responsiveness in AI-driven applications.
Thermal Options: Available with various cooling solutions, including a standard fan cooler, high-CFM fan cooler, or heat spreader, to suit different system thermal requirements.
Applications of the SKY-MXM-2000A GPU Card in Embedded AI
The SKY-MXM-2000A is designed for edge AI applications, particularly those requiring intensive data processing and real-time decision-making capabilities. Here are some specific applications:
Industrial Automation and Inspection: The GPU’s high compute power makes it ideal for defect detection and real-time quality inspection in manufacturing lines, ensuring high precision and reducing the risk of defects.
Intelligent Transportation Systems: Supports applications in automated transportation, such as autonomous vehicles or traffic monitoring, where real-time processing is essential.
Robotics and Automation: Enhances the processing capacity of robotics systems for tasks such as machine vision, obstacle detection, and motion control, especially in constrained environments.
Healthcare Imaging Systems: The high-performance GPU facilitates tasks like anomaly detection and AI-based image analysis, contributing to faster diagnostic processes.
Key Specifications of the Advantech SKY-MXM-2000A GPU Card
Here is a summary of the key specifications for the SKY-MXM-2000A, showcasing its suitability for demanding AI applications at the edge:
GPU Architecture: NVIDIA Ada-Lovelace, Quadro 2000A
CUDA Cores: 3072 cores, with base/boost clock speeds of 1635/2115 MHz
Memory: 8GB GDDR6, 128-bit, 256 GB/s bandwidth, ECC supported
Tensor Cores: 96 Tensor cores for AI acceleration
Display Outputs: Up to 3x DisplayPort 1.4a outputs, 4K at 120Hz or 8K at 60Hz
Interface: PCIe Gen4, MXM 3.1, Type A format (82 x 70 mm)
Power Consumption: 60W (max)
Operating Temperature Range: 0 ~ 55°C (dependent on cooling solution)
Advantech Factory Automation Case Studies: Real-World AI Applications
Advantech’s solutions, including the SKY-MXM-2000A, are deployed in various factory automation applications, showcasing their power and flexibility in real-world scenarios:
AI-Enabled Production Line Monitoring: In a recent case, an edge AI system was deployed with IP cameras to monitor operator activity on factory floors, detecting unsafe behaviours or deviations from SOPs. The SKY-MXM-2000A’s AI acceleration could be leveraged to enhance such systems by supporting faster data processing and analysis at each workstation.
CNC Machine Monitoring: Edge AI devices integrated with CNC systems enable real-time monitoring, diagnostics, and remote management. By incorporating GPU-accelerated AI inference, these systems become even more effective in enhancing operational efficiency and reducing maintenance costs.
Benefits of Using the Advantech SKY-MXM-2000A GPU Card
The SKY-MXM-2000A’s modular design and powerful AI processing capabilities bring a range of advantages to edge AI applications:
Seamless Integration with Embedded Systems: Easily fits into systems with MXM 3.1 slots, allowing for quick upgrades without extensive hardware modification.
High Performance for Real-Time AI Processing: Supports data-intensive applications where real-time inference is critical, such as machine vision and robotics.
Long-Term Availability and Reliability: The extended life cycle of up to 5 years ensures that the SKY-MXM-2000A remains a stable solution for long-term projects, especially in industrial settings.
Conclusion
The Advantech SKY-MXM-2000A GPU card is a versatile and powerful solution for edge AI applications. With its compact MXM form factor, robust NVIDIA architecture, and compatibility with embedded systems, this GPU card enhances AI processing capabilities without demanding significant system redesigns. Whether in factory automation, transportation, or robotics, the SKY-MXM-2000A provides the processing power, flexibility, and efficiency needed to support next-generation AI applications at the edge.
To arrange a demo, samples or pricing, contact Ineltek today.