What functions do single-board computers for ai need?
Single board computer is a computer that integrates all the basic components, such as processor, memory, storage, power management and various I/O interfaces, onto a single circuit board. The corresponding pins lead out the corresponding functions, which makes SBCs versatile and suitable for multiple industries. In the field of artificial intelligence (AI), the processing capabilities of the product’s CPU, GPU, and NPU are crucial. High-performance CPUs and NPUs are indispensable for AI to process general computing tasks and accelerate AI and machine learning tasks.
How much costs of implementing these functions?
Single-board computers (SBCs) have different prices due to the different components used and additional features. The price of the processor of the single-board computer used in the AI field is different from that of the processor of the regular single-board computer due to the consideration of high-performance processing.
In addition to the cost of the processor, there is also the cost of RAM/storage between $10 and $80, the cost of each module of Wi-Fi, Bluetooth and Ethernet modules is between $2 and $15, and the cost of power regulation and battery management circuits is between $2 and $10. There are also factors such as assembly, interfaces, packaging and transportation. In summary, the cost of manufacturing SBC ranges from about $30 to $350 per unit, depending on the specifications and production scale.
What single board computers for ai are available on the market?
| SBC Model | CPU Architecture | RAM | GPU | Price Range |
| Raspberry Pi 4 Model B | ARM Cortex-A72 | 2-8GB | None | $35 – $75 |
| ODROID-N2+ | ARM Cortex-A73/A53 | 2-4GB | Mali-G52 | $70 – $100 |
| NVIDIA Jetson Nano | ARM Cortex-A57 | 4GB | Maxwell 128-core | $99 – $150 |
| NVIDIA Jetson Xavier NX | NVIDIA Carmel ARMv8.2 | 8GB | Volta 384-core | $399 – $499 |
| Neardi LKD3588 | ARM Cortex-A76/A55 | 4-16G | Mali-G610 MC4 | $270~$370 |
| BeagleBone AI | ARM Cortex-A15 | 1GB | C66x DSPs, PRUs | $125 – $200 |
| NVIDIA Jetson AGX Xavier | NVIDIA Carmel ARMv8.2 | 32GB | Volta 512-core | $700 – $999 |
| UP Squared Pro 7000 | Intel Atom E3950 | 4-8GB | None | $300 – $500 |
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