AidLite SDK Development Documents
CONTENTS
Introduction
AidLite SDK (also called AidSDK) is the AI inference SDK encapsulated by Aplux. It is aim to use a unified API to load and inference AI model for various mainstream AI frameworks, and to be able to schedule various computing units of the hardware (CPU, GPU, NPU). AidLux SDK is part of the AI tool chain in the AIoT field launched by Aplux Company.
The Aplux AI tool chain covers the entire inference part, as shown in the figure below:
Using Aplux AI tool chain can greatly reduce the development cycle in deploying AI models on edge devices.
AidLite works with AIMO (a model conversion platform), can help developers quickly migrate and deploy existing models to edge devices.
- AIMO online access link: AI Model Optimization Platform
AidLite SDK features are shown in the figure
OS Environmental Description
AidLite SDK support Android OS, Linux OS and AidLux OS.
AI runtime support
| Qualcomm SNPE | Qualcomm QNN | TFLite | RKNN | |
|---|---|---|---|---|
| AidLux OS | ✅ | ✅ | ✅ | ✅ |
| Linux OS | ✅ | ✅ | ✅ | ✅ |
| Android OS | ✅ | 🚧 | 🚧 | ⛔ |
✅: Supported
🚧: Supported in the next version
⛔: To be supported
AI Box support
| Qualcomm SNPE1.61 | Qualcomm SNPE2.1x | Qualcomm QNN | RKNN | |
|---|---|---|---|---|
| QCS6490 | ✅ | ✅ | ✅ | ❌ |
| QCS8250 | ✅ | ❌ | ❌ | ❌ |
| QCS8550 | ❌ | ✅ | ✅ | ❌ |
| RK3588 | ❌ | ❌ | ❌ | ✅ |
✅: Supported
❌: Unsupported
Installation
Installation for AidLux
- Install AidLite in APP store
the password is
aidlux
- Install AidLite in terminal
# aidlite c++ sdk
sudo aid-pkg -i aidlite-sdk
# aidlite python sdk
python3 -m pip install pyaidlite -i https://mirrors.aidlux.com --trusted-host mirrors.aidlux.com