AI/ML Infrastructure Solution

Application

Description

High-performance AI/ML training and inference platform using Jintide secure CPUs with DDR5 memory and PCIe Gen5 interconnect

Core Advantages

Massive Memory Bandwidth 460 GB/s memory bandwidth for large AI model training
Secure AI Execution Hardware security monitoring protects AI models and data
High-Speed Interconnect PCIe Gen5 enables fast GPU/TPU communication
Ecosystem Compatibility Run standard AI frameworks without modification
Scalable Architecture From edge inference to data center training

Recommended Bill of Materials (BOM)

Item Part Number Description Quantity Datasheet
1 Jintide-C6P 64-core secure server CPU 2 📄 Download
2 M88DR5RCD04 DDR5 RCD for memory channels 12 📄 Download
3 M88RT41632 PCIe Gen5 retimer for I/O 4 📄 Download
4 AI-Accelerator AI/ML accelerator cards 8 📄 Download

Applications

AI model training
Deep learning inference
Large language model deployment
Computer vision applications
Scientific computing and simulation

Technical Specifications

C P U
Jintide C6P 64-core
Memory
DDR5-4800, 12 channels
Max Memory
6TB per socket
P C Ie
128 lanes Gen5
A I Performance
Hardware crypto acceleration
Security
Mont-PrC, DSC, TPM 2.0

Customer Success Stories

AI Research Institute

Research | Large Language Model Training

Challenge

Research institute needed a secure, high-performance platform for training large language models while protecting proprietary research data.

Solution

Deployed Jintide-based AI infrastructure with 6TB DDR5 memory and 8 GPUs per node. Mont-PrC security monitoring protected valuable model checkpoints.

Results

FAE Expert Insights

D

Dr. Sarah Liu

Principal FAE - Secure Computing

15 years

Professional Insights

AI/ML workloads have unique requirements that the Montage portfolio addresses exceptionally well. The massive memory bandwidth from 12-channel DDR5 is crucial for large model training. The PCIe Gen5 connectivity ensures accelerators receive data at full speed. Most importantly, the hardware security features protect valuable AI models from theft or tampering. I've seen customers achieve significant performance gains while maintaining security compliance for sensitive AI applications.

Key Takeaways

  • Memory bandwidth is often the bottleneck in AI training
  • Hardware security protects valuable AI models
  • PCIe Gen5 is essential for modern GPU connectivity
  • Plan for thermal management with high-power GPUs

Decision Framework

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Frequently Asked Questions

What makes this solution ideal for AI/ML workloads?

The AI/ML Infrastructure Solution combines massive memory bandwidth (460 GB/s), high-speed PCIe Gen5 interconnect, and hardware security monitoring. The 12-channel DDR5 architecture provides the bandwidth needed for large model training. PCIe Gen5 enables fast communication with GPUs and other accelerators. The Mont-PrC security protects valuable AI models from theft or tampering. Together these features create an ideal platform for demanding AI workloads.

Evaluate for AI training and inference requiring high memory bandwidth and security.