RK182X 3D RAM Stacking Development Kit

It features a heterogeneous dual-module architecture interconnected via high-speed PCIe. The primary module manages task scheduling and data preprocessing, while the secondary module delivers dedicated AI inference compute, supporting model parallelism and multi-task coordination. Optimized for edge scenarios such as robot navigation and multimodal perception, it ensures efficient resource allocation, low-latency response, and stable performance under complex workloads.

Integrating high-performance VPU, the main module delivers hardware 8K video encoding and decoding, along with hardware-accelerated image scaling and cropping — effortlessly handling parallel processing of multiple 4K video streams. Paired with the RK182X co-processor's AI compute, it performs real-time AI analysis of video streams with high efficiency, fully meeting the demands of HD video intelligence in edge scenarios.

Integrates high-bandwidth embedded DRAM (2.5GB/5GB variants), delivering a token generation rate of over 100 tokens/s with an end-to-end latency as low as 0.1s for efficient local AI processing.

With local AI processing, network dependency is minimized — no need to upload data to the cloud, and operations are unaffected by network bandwidth or speed fluctuations, enabling millisecond-level response and data privacy protection. All business data is stored and processed locally, meeting data security regulations and industry privacy compliance requirements.

Features dual Gigabit Ethernet ports (RJ45), with WiFi module expansion via M.2 and support for 5G / 4G LTE connectivity for higher network speeds.

Onboard SATA 3.0 and M.2 PCIe interfaces support both SATA and NVMe SSDs, allowing flexible expansion to TB-level capacity — ample space for large model files and massive business data to meet local high-capacity storage needs.

Equipped with a rich set of interfaces — dual Gigabit Ethernet, USB 3.0, USB 2.0, HDMI, M.2, Mini PCIe, RS485, CAN-FD, and opto-isolated DI/DO — it flexibly supports diverse industrial peripherals and application expansions.

A full suite of development resources—including source code, tutorials, and technical documentation—is provided to simplify and accelerate the development process.