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Solution Suite: The Enterprise Edge AI Compute Platform
High-Density, Multi-Module Inference Clusters Powered by HighPoint & Hailo
This Enterprise Edge AI Solution Suite showcases a Gen5-powered multi-module inference cluster that achieves 100% linear scaling for mission-critical industrial workloads. By integrating HighPoint’s PCIe Gen5 Active Retimer Architecture with Hailo-8 AI accelerators, IT architects can now deploy a staggering 104 TOPS of inference power and achieve up to 4,144 FPS within a single PCIe slot.
The core value proposition is Deterministic Linear Scalability: HighPoint’s architecture ensures that adding modules results in a 1:1 performance increase without the latency tax typical of shared-bandwidth designs. This suite validates that whether running a single module or a high-density cluster, each Hailo-10H module receives a bit-perfect data stream with zero contention, delivering the uncompromised I/O velocity required for next-generation modular robotics and industrial AI vision."
High-Density Performance Validation
Our industrial-grade testing process proves the AI Compute Platform's ability to maintain performance integrity across various AI models. While the architecture supports up to four modules, this specific performance validation was conducted using a 1-to-4 module configuration to demonstrate the platform’s perfect linear scaling capabilities.
1. Hailo-10H Performance Metrics Table (batch size = 1)
Model | 1-Module FPS | 4-Module FPS | Latency (ms) | Power (W) | Primary Use Case |
|---|---|---|---|---|---|
ViT_base | 205 | 820.00 | 3.88 | 4.51 | High-Speed Security/Crowds |
YOLOv8m | 137 | 2,100.00 | 4.3 | 4.39 | Smart City / Traffic Monitoring |
YOLOv11m | 126 | 504.00 | 7.78 | 3.88 | Industrial Inspection / AOI |
YOLOv8m Pose | 137 | 548.00 | 4.3 | 1.49 | Mobile Robotics / Battery-Ops |
2. Hailo-8 Classic AI Performance Metrics Table (batch size = 1)
Model | 1-Module FPS | 4-Module FPS | Latency (ms) | Power (W) | Primary Use Case |
|---|---|---|---|---|---|
YOLOv5s | 543.3 | 2,173.20 | 4.56 | 5.39 | High-Speed Security/Crowds |
YOLOv8s | 398.5 | 1,594.00 | 6.67 | 5.29 | Smart City / Traffic Monitoring |
YOLOv5m | 156.8 | 627.20 | 17.84 | 4.28 | Industrial Inspection / AOI |
YOLOv26n | 160.7 | 642.80 | 5.27 | 1.53 | Mobile Robotics / Battery-Ops |
Test Platform
Testing conducted on an industrial x8/x4/x4 platform. Linear scaling proved across all models.
The performance data presented herein was conducted and validated by Hailo Technologies using the HighPoint Rocket 1604L Gen5 NVMe Retimer Adapter
Addressing Target Applications & Audiences
Target Audience: VMS Solution Providers (Video Management Systems)
The Pain Point:
Dropped frames in multi-camera 4K feeds.
The "AI Compute Platform" Solution:
0.01% Variance delivers smooth inference across 32+ streams.
Target Audience:
Industrial SIs (AOI)
The Pain Point:
Slow conveyor belt speeds due to AI lag.
The "AI Compute Platform" Solution:
Linear FPS Scaling: Triple the inspection speed without changing code.
Target Audience:
Robotics OEMs
The Pain Point:
High power draw/heat in mobile units.
The "AI Compute Platform" Solution:
1.53W Efficiency: High-density AI (YOLOv26n) that lasts all day on battery.
Architectural Flexibility: Integration Without Limits
The Rocket 1604L's unique design enables AI Architects to overcome the physical constraints of modern server chassis.
A. Installation Versatility
Direct-Slot Integration
Standard installation into a PCIe 5.0 x16 slot; optimized for CPU bifurcation (x4/x4/x4/x4) to maximize throughput across four modules.
MCIO Bridge Expansion Solution (MCIO-PCIe-x16-G5)
For systems with limited slot space or thermal bottlenecks.
Connect the Rocket 1604L remotely via an MCIO bridge, allowing the AI cluster to be positioned near dedicated cooling or in available chassis bays.
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(A) PCIe Gen5 x16 Slot
(B) Connection to system board via MCIO-MCIO cabling
(C) Mounting Points: Accept industry standard chassis mounting screws
B. Hybrid Device Configuration & High-Bandwidth Efficiency
The Rocket 1604L serves as a Versatile Integration Hub for diverse edge requirements. While traditional carriers limit users to a single device type, HighPoint’s architecture allows for a hybrid mix of M.2 hardware.
Pure Inference: Up to 4x Hailo-10H modules for 160 TOPS density.
Hybrid Storage & Compute: Mix Hailo modules with high-speed NVMe SSDs. This allows customers to house massive video datasets and high-density AI acceleration on the same physical card. By consolidating storage and compute onto a single PCIe Gen5 slot, architects can streamline high-bandwidth data paths and simplify system cabling, ensuring the Hailo modules have immediate access to localized data through the high-speed PCIe fabric.
Why Choose HighPoint + Hailo?
Marketplace-Ready: No proprietary supply chains. Source standard Hailo M.2 modules and HighPoint AICs through mainstream distribution.
Future-Proof Infrastructure: The Rocket 1604L’s Gen5 Retimer backbone is ready for the next generation of AI modules, protecting your hardware investment for years.
Reduced TCO: Achieve over 160 TOPS at a fraction of the power (approx. 22W total) and cost of a high-end enterprise GPU.