rk3588 npu 查看
时间: 2025-01-13 07:35:29 浏览: 57
### RK3588 NPU Specifications and Information
The Rockchip RK3588 SoC features a powerful Neural Processing Unit (NPU) designed to accelerate artificial intelligence tasks, particularly deep learning inference. The specific details of the NPU include:
- **Performance**: The NPU supports up to 6 TOPS (Trillion Operations Per Second), providing significant computational power for AI applications[^1].
- **Architecture**: Based on advanced neural network processing architecture, this NPU is optimized for various types of neural networks including Convolutional Neural Networks (CNNs), Recurrent Neural Networks (RNNs), and others.
- **Supported Frameworks**: The NPU can work with multiple popular machine learning frameworks such as TensorFlow Lite, ONNX Runtime, PyTorch Mobile, etc., allowing developers flexibility in choosing their development environment.
- **Power Efficiency**: Designed with efficiency in mind, the NPU offers high performance while maintaining low power consumption, making it suitable for edge computing devices where power resources are limited.
For developers using Toybrick's TB-RK3588X development board, integrating the NPU into projects involves utilizing the provided SDK `RK3588_LINUX_20220811` which includes necessary drivers and tools for leveraging the full potential of the NPU hardware acceleration capabilities.
```bash
# Example command to check available NPUs on the system
ls /dev | grep npu
```
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