ADLINK DLAP Series Edge AI Acceleration Platform Selection and Deployment Practical Guide

Recommendation: DLAP-3200-CF paired with RTX 3000 MXM, its powerful Tensor Core can achieve real-time semantic segmentation, and 2 PCIe expansion slots can be connected to millimeter wave radar or laser radar acquisition cards. The Q370 chipset provides 5 GbE channels for easy connection of multiple cameras and communication inside and outside the vehicle.

4. Defect detection in smart factories

Requirement: High resolution images (above 4K) require high-precision classification and segmentation, as well as batch processing.

Recommendation: DLAP-4000 paired with Quadro RTX 4000 or 5000, with large memory capacity and support for FP16/INT8 acceleration. If the parallelism of the production line is extremely high, the DLAP-8000 dual RTX 8000 solution can simultaneously process dozens of cameras, and RAID storage ensures data redundancy.

5. Autonomous Mobile Robots (AMR)

Requirements: SLAM mapping, 3D pose estimation, dynamic obstacle avoidance, requiring compactness and low power consumption.

Recommendation: DLAP-211-Nano or DLAP-211-JT2, compact in size, supports CAN bus (some models), easy to communicate with motor controllers. M. 2 and Mini PCIe can integrate Wi Fi 6 or 5G modules to achieve cloud collaboration.

Customization and lifecycle assurance

As an NVIDIA Quadro Embedded Partner and Jetson Elite Partner, ADLINK can be deeply customized based on MxM or PEG graphics cards, including carrier board adjustment, heat dissipation scheme matching, BIOS configuration, etc. For ultra long cycle projects such as military and aerospace, the DLAP series uses industrial grade long-life CPUs and GPUs (such as embedded SKUs) and promises a longer supply cycle, significantly reducing the risk of redesign due to component downtime.

Suggested selection decision flowchart

In actual projects, engineers can filter according to the following steps:

Clarify the inference model and frame rate requirements → Obtain theoretical FPS through ADLINK Profiling tool.

Assess environmental constraints ->size, temperature range, power supply mode (12V/24V/AC), and whether the vehicle is mobile.

Determine I/O requirements → Number of cameras, network interfaces, serial/GPIO, storage capacity, and redundancy.

Balance SWaP → If weight and heat dissipation are the top priorities, prioritize Jetson; If a fan is acceptable and requires stronger computing power, choose 3000/3200; If dual card or large model is required, choose 4000/8000.

Considering scalability, is it necessary to upgrade PCIe slots in the future? Do you need RAID or hot swappable?